diff --git a/scripts/data.ipynb b/scripts/data.ipynb
index 3d94524..7a6d9ae 100644
--- a/scripts/data.ipynb
+++ b/scripts/data.ipynb
@@ -235,7126 +235,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": null,
    "id": "59f50bec-95dd-4f3d-85da-6d60768cea6b",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pyscript'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed pyscript.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/posthog'...\n",
-      "Updating files: 100% (6387/6387), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed posthog.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/mlflow'...\n",
-      "Updating files: 100% (4120/4120), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for mlflow\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/luigi'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for luigi\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/wagtail'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed wagtail.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/IOPaint'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed IOPaint.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/game-programmer'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "README.md not found for game-programmer\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/faker'...\n"
-     ]
-    },
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-     "name": "stdout",
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-      "README.md not found for faker\n"
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-    },
-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/mlc-llm'...\n"
-     ]
-    },
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-     "text": [
-      "Processed mlc-llm.csv\n"
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-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/Ciphey'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed Ciphey.csv\n"
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-    },
-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/zipline'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "README.md not found for zipline\n"
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-    {
-     "name": "stderr",
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-    },
-    {
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-     "text": [
-      "Cloning into '/tmp/inter'...\n"
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-    },
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-    },
-    {
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-     "text": [
-      "Cloning into '/tmp/kivy'...\n"
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-     "text": [
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-    {
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-     "name": "stderr",
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-      "Cloning into '/tmp/GPT_API_free'...\n"
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-    },
-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/InstaPy'...\n"
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-    },
-    {
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-    },
-    {
-     "name": "stderr",
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-      "Cloning into '/tmp/pyspider'...\n"
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-    },
-    {
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-    },
-    {
-     "name": "stderr",
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-      "Cloning into '/tmp/awesome-free-chatgpt'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
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-    },
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-     "name": "stderr",
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-      "Cloning into '/tmp/PySnooper'...\n"
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-    },
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-    },
-    {
-     "name": "stderr",
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-      "Cloning into '/tmp/ml-stable-diffusion'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed ml-stable-diffusion.csv\n"
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-    {
-     "name": "stderr",
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-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "README.md not found for ipython\n"
-     ]
-    },
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-     "name": "stderr",
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-    },
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-    },
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-    },
-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/PyTorch-GAN'...\n"
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-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "Processed PyTorch-GAN.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
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-      "Cloning into '/tmp/awesome-python-login-model'...\n"
-     ]
-    },
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-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed awesome-python-login-model.csv\n"
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-    },
-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/twint'...\n"
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-    },
-    {
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-    {
-     "name": "stderr",
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-     "text": [
-      "Cloning into '/tmp/ChatGLM2-6B'...\n"
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-    },
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-     "name": "stderr",
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-      "Cloning into '/tmp/learn_python3_spider'...\n"
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-    },
-    {
-     "name": "stdout",
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-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
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-    },
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-    },
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-     "name": "stderr",
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-    },
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-     "name": "stderr",
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-      "Cloning into '/tmp/Shadowrocket-ADBlock-Rules'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for Shadowrocket-ADBlock-Rules\n"
-     ]
-    },
-    {
-     "name": "stderr",
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-      "Processed plotly.py.csv\n"
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-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/tushare'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed tushare.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/edgedb'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed edgedb.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/memray'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed memray.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/EIPs'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed EIPs.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/PaddleHub'...\n",
-      "Updating files: 100% (2956/2956), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed PaddleHub.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/scipy'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for scipy\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/chroma'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed chroma.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/sympy'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed sympy.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/beets'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for beets\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/httpbin'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed httpbin.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/labelme'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed labelme.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/openage'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed openage.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/httpx'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed httpx.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/redis-py'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed redis-py.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pelican'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for pelican\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/ChatGLM3'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed ChatGLM3.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/clip-as-service'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed clip-as-service.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/awesome-aws'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed awesome-aws.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pyright'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed pyright.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pre-commit'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed pre-commit.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/PaddleDetection'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed PaddleDetection.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/OCRmyPDF'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed OCRmyPDF.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/chatgpt-mirai-qq-bot'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed chatgpt-mirai-qq-bot.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/ydata-profiling'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed ydata-profiling.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/dask'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for dask\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/seaborn'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed seaborn.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/yfinance'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed yfinance.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pix2code'...\n",
-      "Updating files: 100% (43/43), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed pix2code.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/routersploit'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed routersploit.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/Zappa'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed Zappa.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/neural-enhance'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for neural-enhance\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/moviepy'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for moviepy\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/walle-web'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed walle-web.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/MOSS'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed MOSS.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/spiderfoot'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed spiderfoot.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/synapse'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for synapse\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/alphafold'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed alphafold.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/pgcli'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for pgcli\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/Pillow'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed Pillow.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/RWKV-LM'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed RWKV-LM.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/allennlp'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed allennlp.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/Llama-Chinese'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed Llama-Chinese.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/developer'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "README.md not found for developer\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/calibre-web'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed calibre-web.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/Chinese-Word-Vectors'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed Chinese-Word-Vectors.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/cookiecutter-django'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed cookiecutter-django.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/numpy-100'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed numpy-100.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '/tmp/fashion-mnist'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Processed fashion-mnist.csv\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Replace this list with your own list of 300 URLs\n",
-    "#repo_urls = ['https://github.com/public-apis/public-apis', 'https://github.com/donnemartin/system-design-primer', 'https://github.com/vinta/awesome-python', 'https://github.com/TheAlgorithms/Python', 'https://github.com/jackfrued/Python-100-Days', 'https://github.com/AUTOMATIC1111/stable-diffusion-webui', 'https://github.com/ytdl-org/youtube-dl', 'https://github.com/huggingface/transformers', 'https://github.com/521xueweihan/HelloGitHub', 'https://github.com/langchain-ai/langchain', 'https://github.com/nvbn/thefuck', 'https://github.com/pytorch/pytorch', 'https://github.com/django/django', 'https://github.com/tensorflow/models', 'https://github.com/yt-dlp/yt-dlp', 'https://github.com/tiangolo/fastapi', 'https://github.com/home-assistant/core', 'https://github.com/pallets/flask', 'https://github.com/fighting41love/funNLP', 'https://github.com/bregman-arie/devops-exercises', 'https://github.com/josephmisiti/awesome-machine-learning', 'https://github.com/ansible/ansible', 'https://github.com/keras-team/keras', 'https://github.com/openai/whisper', 'https://github.com/python/cpython', 'https://github.com/3b1b/manim', 'https://github.com/scikit-learn/scikit-learn', 'https://github.com/xtekky/gpt4free', 'https://github.com/binary-husky/gpt_academic', 'https://github.com/d2l-ai/d2l-zh', 'https://github.com/swisskyrepo/PayloadsAllTheThings', 'https://github.com/meta-llama/llama', 'https://github.com/localstack/localstack', 'https://github.com/zylon-ai/private-gpt', 'https://github.com/ageitgey/face_recognition', 'https://github.com/sherlock-project/sherlock', 'https://github.com/psf/requests', 'https://github.com/scrapy/scrapy', 'https://github.com/CorentinJ/Real-Time-Voice-Cloning', 'https://github.com/gpt-engineer-org/gpt-engineer', 'https://github.com/abi/screenshot-to-code', 'https://github.com/deepfakes/faceswap', 'https://github.com/soimort/you-get', 'https://github.com/OpenInterpreter/open-interpreter', 'https://github.com/xai-org/grok-1', 'https://github.com/commaai/openpilot', 'https://github.com/Textualize/rich', 'https://github.com/ultralytics/yolov5', 'https://github.com/minimaxir/big-list-of-naughty-strings', 'https://github.com/iperov/DeepFaceLab', 'https://github.com/charlax/professional-programming', 'https://github.com/Z4nzu/hackingtool', 'https://github.com/pandas-dev/pandas', 'https://github.com/isocpp/CppCoreGuidelines', 'https://github.com/geekan/MetaGPT', 'https://github.com/faif/python-patterns', 'https://github.com/THUDM/ChatGLM-6B', 'https://github.com/PaddlePaddle/PaddleOCR', 'https://github.com/apachecn/ailearning', 'https://github.com/hpcaitech/ColossalAI', 'https://github.com/chubin/cheat.sh', 'https://github.com/psf/black', 'https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap', 'https://github.com/google-research/bert', 'https://github.com/getsentry/sentry', 'https://github.com/oobabooga/text-generation-webui', 'https://github.com/LAION-AI/Open-Assistant', 'https://github.com/Stability-AI/stablediffusion', 'https://github.com/0voice/interview_internal_reference', 'https://github.com/gto76/python-cheatsheet', 'https://github.com/lllyasviel/Fooocus', 'https://github.com/XingangPan/DragGAN', 'https://github.com/satwikkansal/wtfpython', 'https://github.com/mingrammer/diagrams', 'https://github.com/odoo/odoo', 'https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
-    "repo_urls = ['https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
-    "output_directory = 'output_csv_files'\n",
-    "process_repos(repo_urls, output_directory)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "02f96d8c-589b-446b-bceb-63f4fa4b9498",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "import subprocess\n",
-    "import csv\n",
-    "from pathlib import Path\n",
-    "import shutil"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "f9f62fd8-1e33-4250-8c9a-f14d5d9cdbb0",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Function to clone a GitHub repository and collect all source code into a single string\n",
-    "def collect_source_code(repo_url):\n",
-    "    # Extract the repo name from the URL\n",
-    "    repo_name = repo_url.rstrip('/').split('/')[-1]\n",
-    "    subprocess.run(['git', 'clone', repo_url], check=True)\n",
-    "    \n",
-    "    # Collect all source code files into a single string\n",
-    "    source_code = []\n",
-    "    for root, dirs, files in os.walk(repo_name):\n",
-    "        for file in files:\n",
-    "            # Filter for source code files only (adjust filters as needed)\n",
-    "            if file.endswith(('.py', '.js', '.java', '.cpp', '.c', '.h', '.html', '.css', '.ts', '.go', '.rb', '.php')):\n",
-    "                file_path = os.path.join(root, file)\n",
-    "                with open(file_path, 'r', errors='ignore') as f:\n",
-    "                    source_code.append(f.read())\n",
-    "                    \n",
-    "    # Join all source code files as one big string\n",
-    "    concatenated_code = \"\\n\".join(source_code)\n",
-    "    \n",
-    "    # Delete the repo after extraction\n",
-    "    shutil.rmtree(repo_name)\n",
-    "    \n",
-    "    return repo_name, concatenated_code\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "38ebfa87-d349-4d5b-a298-936ee1ff116d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Replace this list with your own list of 300 URLs\n",
-    "#github_urls = ['https://github.com/public-apis/public-apis', 'https://github.com/donnemartin/system-design-primer', 'https://github.com/vinta/awesome-python', 'https://github.com/TheAlgorithms/Python', 'https://github.com/jackfrued/Python-100-Days', 'https://github.com/AUTOMATIC1111/stable-diffusion-webui', 'https://github.com/ytdl-org/youtube-dl', 'https://github.com/huggingface/transformers', 'https://github.com/521xueweihan/HelloGitHub', 'https://github.com/langchain-ai/langchain', 'https://github.com/nvbn/thefuck', 'https://github.com/pytorch/pytorch', 'https://github.com/django/django', 'https://github.com/tensorflow/models', 'https://github.com/yt-dlp/yt-dlp', 'https://github.com/tiangolo/fastapi', 'https://github.com/home-assistant/core', 'https://github.com/pallets/flask', 'https://github.com/fighting41love/funNLP', 'https://github.com/bregman-arie/devops-exercises', 'https://github.com/josephmisiti/awesome-machine-learning', 'https://github.com/ansible/ansible', 'https://github.com/keras-team/keras', 'https://github.com/openai/whisper', 'https://github.com/python/cpython', 'https://github.com/3b1b/manim', 'https://github.com/scikit-learn/scikit-learn', 'https://github.com/xtekky/gpt4free', 'https://github.com/binary-husky/gpt_academic', 'https://github.com/d2l-ai/d2l-zh', 'https://github.com/swisskyrepo/PayloadsAllTheThings', 'https://github.com/meta-llama/llama', 'https://github.com/localstack/localstack', 'https://github.com/zylon-ai/private-gpt', 'https://github.com/ageitgey/face_recognition', 'https://github.com/sherlock-project/sherlock', 'https://github.com/psf/requests', 'https://github.com/scrapy/scrapy', 'https://github.com/CorentinJ/Real-Time-Voice-Cloning', 'https://github.com/gpt-engineer-org/gpt-engineer', 'https://github.com/abi/screenshot-to-code', 'https://github.com/deepfakes/faceswap', 'https://github.com/soimort/you-get', 'https://github.com/OpenInterpreter/open-interpreter', 'https://github.com/xai-org/grok-1', 'https://github.com/commaai/openpilot', 'https://github.com/Textualize/rich', 'https://github.com/ultralytics/yolov5', 'https://github.com/minimaxir/big-list-of-naughty-strings', 'https://github.com/iperov/DeepFaceLab', 'https://github.com/charlax/professional-programming', 'https://github.com/Z4nzu/hackingtool', 'https://github.com/pandas-dev/pandas', 'https://github.com/isocpp/CppCoreGuidelines', 'https://github.com/geekan/MetaGPT', 'https://github.com/faif/python-patterns', 'https://github.com/THUDM/ChatGLM-6B', 'https://github.com/PaddlePaddle/PaddleOCR', 'https://github.com/apachecn/ailearning', 'https://github.com/hpcaitech/ColossalAI', 'https://github.com/chubin/cheat.sh', 'https://github.com/psf/black', 'https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap', 'https://github.com/google-research/bert', 'https://github.com/getsentry/sentry', 'https://github.com/oobabooga/text-generation-webui', 'https://github.com/LAION-AI/Open-Assistant', 'https://github.com/Stability-AI/stablediffusion', 'https://github.com/0voice/interview_internal_reference', 'https://github.com/gto76/python-cheatsheet', 'https://github.com/lllyasviel/Fooocus', 'https://github.com/XingangPan/DragGAN', 'https://github.com/satwikkansal/wtfpython', 'https://github.com/mingrammer/diagrams', 'https://github.com/odoo/odoo', 'https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
-    "#github_urls = ['https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 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'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 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'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "9bca9c11-5104-4102-bfd4-607705f3aae6",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'GFPGAN'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/TencentARC/GFPGAN to GFPGAN.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'airflow'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/apache/airflow to airflow.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'TaskMatrix'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/chenfei-wu/TaskMatrix to TaskMatrix.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'mitmproxy'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/mitmproxy/mitmproxy to mitmproxy.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'FastChat'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/lm-sys/FastChat to FastChat.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'ComfyUI'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/comfyanonymous/ComfyUI to ComfyUI.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'MockingBird'...\n",
-      "Updating files: 100% (205/205), done.\n",
-      "Cloning into 'gym'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/babysor/MockingBird to MockingBird.csv\n",
-      "Successfully processed and saved https://github.com/openai/gym to gym.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '12306'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/testerSunshine/12306 to 12306.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'shadowsocks'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/shadowsocks/shadowsocks to shadowsocks.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'DeepSpeed'...\n",
-      "Updating files: 100% (1554/1554), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/microsoft/DeepSpeed to DeepSpeed.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'XX-Net'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/XX-net/XX-Net to XX-Net.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'jieba'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/fxsjy/jieba to jieba.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'HanLP'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/hankcs/HanLP to HanLP.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into '30-Days-Of-Python'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/Asabeneh/30-Days-Of-Python to 30-Days-Of-Python.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'nanoGPT'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/karpathy/nanoGPT to nanoGPT.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'cli'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/httpie/cli to cli.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'streamlit'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/streamlit/streamlit to streamlit.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'ccxt'...\n",
-      "Updating files: 100% (5987/5987), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/ccxt/ccxt to ccxt.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'llama_index'...\n",
-      "Updating files: 100% (9994/9994), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/run-llama/llama_index to llama_index.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'ray'...\n",
-      "Updating files: 100% (7575/7575), done.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/ray-project/ray to ray.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
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-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/matrix-org/synapse to synapse.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'alphafold'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/google-deepmind/alphafold to alphafold.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'pgcli'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/dbcli/pgcli to pgcli.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'Pillow'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/python-pillow/Pillow to Pillow.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'RWKV-LM'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/BlinkDL/RWKV-LM to RWKV-LM.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'allennlp'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/allenai/allennlp to allennlp.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'Llama-Chinese'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/LlamaFamily/Llama-Chinese to Llama-Chinese.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'developer'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/smol-ai/developer to developer.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'calibre-web'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/janeczku/calibre-web to calibre-web.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'Chinese-Word-Vectors'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/Embedding/Chinese-Word-Vectors to Chinese-Word-Vectors.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'cookiecutter-django'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/cookiecutter/cookiecutter-django to cookiecutter-django.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'numpy-100'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/rougier/numpy-100 to numpy-100.csv\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cloning into 'fashion-mnist'...\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Successfully processed and saved https://github.com/zalandoresearch/fashion-mnist to fashion-mnist.csv\n",
-      "All repositories processed successfully.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "# Directory to store CSV files\n",
-    "output_dir = \"github_repo_source_code\"\n",
-    "os.makedirs(output_dir, exist_ok=True)\n",
-    "\n",
-    "# Create a CSV file per GitHub repo\n",
-    "for url in github_urls:\n",
-    "    try:\n",
-    "        repo_name, concatenated_code = collect_source_code(url)\n",
-    "        csv_file_name = f\"{repo_name}.csv\"\n",
-    "        csv_file_path = os.path.join(output_dir, csv_file_name)\n",
-    "        with open(csv_file_path, 'w', newline='', encoding='utf-8') as csv_file:\n",
-    "            writer = csv.writer(csv_file)\n",
-    "            writer.writerow([concatenated_code])\n",
-    "        print(f\"Successfully processed and saved {url} to {csv_file_name}\")\n",
-    "    except Exception as e:\n",
-    "        print(f\"Error processing {url}: {e}\")\n",
-    "\n",
-    "print(\"All repositories processed successfully.\")\n"
+    "# Replace this list with your own list of 300 URLs\n",
+    "#repo_urls = ['https://github.com/public-apis/public-apis', 'https://github.com/donnemartin/system-design-primer', 'https://github.com/vinta/awesome-python', 'https://github.com/TheAlgorithms/Python', 'https://github.com/jackfrued/Python-100-Days', 'https://github.com/AUTOMATIC1111/stable-diffusion-webui', 'https://github.com/ytdl-org/youtube-dl', 'https://github.com/huggingface/transformers', 'https://github.com/521xueweihan/HelloGitHub', 'https://github.com/langchain-ai/langchain', 'https://github.com/nvbn/thefuck', 'https://github.com/pytorch/pytorch', 'https://github.com/django/django', 'https://github.com/tensorflow/models', 'https://github.com/yt-dlp/yt-dlp', 'https://github.com/tiangolo/fastapi', 'https://github.com/home-assistant/core', 'https://github.com/pallets/flask', 'https://github.com/fighting41love/funNLP', 'https://github.com/bregman-arie/devops-exercises', 'https://github.com/josephmisiti/awesome-machine-learning', 'https://github.com/ansible/ansible', 'https://github.com/keras-team/keras', 'https://github.com/openai/whisper', 'https://github.com/python/cpython', 'https://github.com/3b1b/manim', 'https://github.com/scikit-learn/scikit-learn', 'https://github.com/xtekky/gpt4free', 'https://github.com/binary-husky/gpt_academic', 'https://github.com/d2l-ai/d2l-zh', 'https://github.com/swisskyrepo/PayloadsAllTheThings', 'https://github.com/meta-llama/llama', 'https://github.com/localstack/localstack', 'https://github.com/zylon-ai/private-gpt', 'https://github.com/ageitgey/face_recognition', 'https://github.com/sherlock-project/sherlock', 'https://github.com/psf/requests', 'https://github.com/scrapy/scrapy', 'https://github.com/CorentinJ/Real-Time-Voice-Cloning', 'https://github.com/gpt-engineer-org/gpt-engineer', 'https://github.com/abi/screenshot-to-code', 'https://github.com/deepfakes/faceswap', 'https://github.com/soimort/you-get', 'https://github.com/OpenInterpreter/open-interpreter', 'https://github.com/xai-org/grok-1', 'https://github.com/commaai/openpilot', 'https://github.com/Textualize/rich', 'https://github.com/ultralytics/yolov5', 'https://github.com/minimaxir/big-list-of-naughty-strings', 'https://github.com/iperov/DeepFaceLab', 'https://github.com/charlax/professional-programming', 'https://github.com/Z4nzu/hackingtool', 'https://github.com/pandas-dev/pandas', 'https://github.com/isocpp/CppCoreGuidelines', 'https://github.com/geekan/MetaGPT', 'https://github.com/faif/python-patterns', 'https://github.com/THUDM/ChatGLM-6B', 'https://github.com/PaddlePaddle/PaddleOCR', 'https://github.com/apachecn/ailearning', 'https://github.com/hpcaitech/ColossalAI', 'https://github.com/chubin/cheat.sh', 'https://github.com/psf/black', 'https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap', 'https://github.com/google-research/bert', 'https://github.com/getsentry/sentry', 'https://github.com/oobabooga/text-generation-webui', 'https://github.com/LAION-AI/Open-Assistant', 'https://github.com/Stability-AI/stablediffusion', 'https://github.com/0voice/interview_internal_reference', 'https://github.com/gto76/python-cheatsheet', 'https://github.com/lllyasviel/Fooocus', 'https://github.com/XingangPan/DragGAN', 'https://github.com/satwikkansal/wtfpython', 'https://github.com/mingrammer/diagrams', 'https://github.com/odoo/odoo', 'https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
+    "repo_urls = ['https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
+    "output_directory = 'output_csv_files'\n",
+    "process_repos(repo_urls, output_directory)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "id": "164f097f-1bb8-43ec-9d45-ce799b9dc254",
+   "execution_count": 1,
+   "id": "02f96d8c-589b-446b-bceb-63f4fa4b9498",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -7362,14 +258,16 @@
     "import subprocess\n",
     "import csv\n",
     "from pathlib import Path\n",
-    "import shutil\n",
-    "import requests\n",
-    "import os\n",
-    "import re\n",
-    "import pandas as pd\n",
-    "from urllib.parse import urlparse, quote\n",
-    "from urllib.parse import urlparse\n",
-    "\n",
+    "import shutil"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "f9f62fd8-1e33-4250-8c9a-f14d5d9cdbb0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "# Function to clone a GitHub repository and collect all source code into a single string\n",
     "def collect_source_code(repo_url):\n",
     "    # Extract the repo name from the URL\n",
@@ -7388,31 +286,29 @@
     "                    \n",
     "    # Join all source code files as one big string\n",
     "    concatenated_code = \"\\n\".join(source_code)\n",
-    "    print(type(concatenated_code))\n",
     "    \n",
     "    # Delete the repo after extraction\n",
     "    shutil.rmtree(repo_name)\n",
     "    \n",
-    "    return repo_name, concatenated_code\n",
-    "\n"
+    "    return repo_name, concatenated_code\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
-   "id": "1b6b2733-8a26-4376-bfdf-85a8e5f27c22",
+   "execution_count": 5,
+   "id": "38ebfa87-d349-4d5b-a298-936ee1ff116d",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Replace this list with your own list of 300 URLs\n",
     "#github_urls = ['https://github.com/public-apis/public-apis', 'https://github.com/donnemartin/system-design-primer', 'https://github.com/vinta/awesome-python', 'https://github.com/TheAlgorithms/Python', 'https://github.com/jackfrued/Python-100-Days', 'https://github.com/AUTOMATIC1111/stable-diffusion-webui', 'https://github.com/ytdl-org/youtube-dl', 'https://github.com/huggingface/transformers', 'https://github.com/521xueweihan/HelloGitHub', 'https://github.com/langchain-ai/langchain', 'https://github.com/nvbn/thefuck', 'https://github.com/pytorch/pytorch', 'https://github.com/django/django', 'https://github.com/tensorflow/models', 'https://github.com/yt-dlp/yt-dlp', 'https://github.com/tiangolo/fastapi', 'https://github.com/home-assistant/core', 'https://github.com/pallets/flask', 'https://github.com/fighting41love/funNLP', 'https://github.com/bregman-arie/devops-exercises', 'https://github.com/josephmisiti/awesome-machine-learning', 'https://github.com/ansible/ansible', 'https://github.com/keras-team/keras', 'https://github.com/openai/whisper', 'https://github.com/python/cpython', 'https://github.com/3b1b/manim', 'https://github.com/scikit-learn/scikit-learn', 'https://github.com/xtekky/gpt4free', 'https://github.com/binary-husky/gpt_academic', 'https://github.com/d2l-ai/d2l-zh', 'https://github.com/swisskyrepo/PayloadsAllTheThings', 'https://github.com/meta-llama/llama', 'https://github.com/localstack/localstack', 'https://github.com/zylon-ai/private-gpt', 'https://github.com/ageitgey/face_recognition', 'https://github.com/sherlock-project/sherlock', 'https://github.com/psf/requests', 'https://github.com/scrapy/scrapy', 'https://github.com/CorentinJ/Real-Time-Voice-Cloning', 'https://github.com/gpt-engineer-org/gpt-engineer', 'https://github.com/abi/screenshot-to-code', 'https://github.com/deepfakes/faceswap', 'https://github.com/soimort/you-get', 'https://github.com/OpenInterpreter/open-interpreter', 'https://github.com/xai-org/grok-1', 'https://github.com/commaai/openpilot', 'https://github.com/Textualize/rich', 'https://github.com/ultralytics/yolov5', 'https://github.com/minimaxir/big-list-of-naughty-strings', 'https://github.com/iperov/DeepFaceLab', 'https://github.com/charlax/professional-programming', 'https://github.com/Z4nzu/hackingtool', 'https://github.com/pandas-dev/pandas', 'https://github.com/isocpp/CppCoreGuidelines', 'https://github.com/geekan/MetaGPT', 'https://github.com/faif/python-patterns', 'https://github.com/THUDM/ChatGLM-6B', 'https://github.com/PaddlePaddle/PaddleOCR', 'https://github.com/apachecn/ailearning', 'https://github.com/hpcaitech/ColossalAI', 'https://github.com/chubin/cheat.sh', 'https://github.com/psf/black', 'https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap', 'https://github.com/google-research/bert', 'https://github.com/getsentry/sentry', 'https://github.com/oobabooga/text-generation-webui', 'https://github.com/LAION-AI/Open-Assistant', 'https://github.com/Stability-AI/stablediffusion', 'https://github.com/0voice/interview_internal_reference', 'https://github.com/gto76/python-cheatsheet', 'https://github.com/lllyasviel/Fooocus', 'https://github.com/XingangPan/DragGAN', 'https://github.com/satwikkansal/wtfpython', 'https://github.com/mingrammer/diagrams', 'https://github.com/odoo/odoo', 'https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 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'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 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'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 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-    "github_urls = ['https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 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'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']"
+    "#github_urls = ['https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
-   "id": "220d9f1f-de7c-4de6-a4d5-605cbda7875b",
+   "execution_count": 6,
+   "id": "9bca9c11-5104-4102-bfd4-607705f3aae6",
    "metadata": {},
    "outputs": [
     {
@@ -7426,8 +322,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/TencentARC/GFPGAN to github_repo_source_code/GFPGAN.txt\n"
+      "Successfully processed and saved https://github.com/TencentARC/GFPGAN to GFPGAN.csv\n"
      ]
     },
     {
@@ -7441,8 +336,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/apache/airflow to github_repo_source_code/airflow.txt\n"
+      "Successfully processed and saved https://github.com/apache/airflow to airflow.csv\n"
      ]
     },
     {
@@ -7456,8 +350,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chenfei-wu/TaskMatrix to github_repo_source_code/TaskMatrix.txt\n"
+      "Successfully processed and saved https://github.com/chenfei-wu/TaskMatrix to TaskMatrix.csv\n"
      ]
     },
     {
@@ -7471,8 +364,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mitmproxy/mitmproxy to github_repo_source_code/mitmproxy.txt\n"
+      "Successfully processed and saved https://github.com/mitmproxy/mitmproxy to mitmproxy.csv\n"
      ]
     },
     {
@@ -7486,8 +378,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/lm-sys/FastChat to github_repo_source_code/FastChat.txt\n"
+      "Successfully processed and saved https://github.com/lm-sys/FastChat to FastChat.csv\n"
      ]
     },
     {
@@ -7501,8 +392,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/comfyanonymous/ComfyUI to github_repo_source_code/ComfyUI.txt\n"
+      "Successfully processed and saved https://github.com/comfyanonymous/ComfyUI to ComfyUI.csv\n"
      ]
     },
     {
@@ -7518,10 +408,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/babysor/MockingBird to github_repo_source_code/MockingBird.txt\n",
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/gym to github_repo_source_code/gym.txt\n"
+      "Successfully processed and saved https://github.com/babysor/MockingBird to MockingBird.csv\n",
+      "Successfully processed and saved https://github.com/openai/gym to gym.csv\n"
      ]
     },
     {
@@ -7535,8 +423,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/testerSunshine/12306 to github_repo_source_code/12306.txt\n"
+      "Successfully processed and saved https://github.com/testerSunshine/12306 to 12306.csv\n"
      ]
     },
     {
@@ -7550,8 +437,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/shadowsocks/shadowsocks to github_repo_source_code/shadowsocks.txt\n"
+      "Successfully processed and saved https://github.com/shadowsocks/shadowsocks to shadowsocks.csv\n"
      ]
     },
     {
@@ -7566,8 +452,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/DeepSpeed to github_repo_source_code/DeepSpeed.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/DeepSpeed to DeepSpeed.csv\n"
      ]
     },
     {
@@ -7581,8 +466,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/XX-net/XX-Net to github_repo_source_code/XX-Net.txt\n"
+      "Successfully processed and saved https://github.com/XX-net/XX-Net to XX-Net.csv\n"
      ]
     },
     {
@@ -7596,8 +480,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/fxsjy/jieba to github_repo_source_code/jieba.txt\n"
+      "Successfully processed and saved https://github.com/fxsjy/jieba to jieba.csv\n"
      ]
     },
     {
@@ -7611,8 +494,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/hankcs/HanLP to github_repo_source_code/HanLP.txt\n"
+      "Successfully processed and saved https://github.com/hankcs/HanLP to HanLP.csv\n"
      ]
     },
     {
@@ -7626,8 +508,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Asabeneh/30-Days-Of-Python to github_repo_source_code/30-Days-Of-Python.txt\n"
+      "Successfully processed and saved https://github.com/Asabeneh/30-Days-Of-Python to 30-Days-Of-Python.csv\n"
      ]
     },
     {
@@ -7641,8 +522,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/karpathy/nanoGPT to github_repo_source_code/nanoGPT.txt\n"
+      "Successfully processed and saved https://github.com/karpathy/nanoGPT to nanoGPT.csv\n"
      ]
     },
     {
@@ -7656,8 +536,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/httpie/cli to github_repo_source_code/cli.txt\n"
+      "Successfully processed and saved https://github.com/httpie/cli to cli.csv\n"
      ]
     },
     {
@@ -7671,8 +550,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/streamlit/streamlit to github_repo_source_code/streamlit.txt\n"
+      "Successfully processed and saved https://github.com/streamlit/streamlit to streamlit.csv\n"
      ]
     },
     {
@@ -7680,15 +558,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'ccxt'...\n",
-      "Updating files: 100% (6017/6017), done.\n"
+      "Updating files: 100% (5987/5987), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ccxt/ccxt to github_repo_source_code/ccxt.txt\n"
+      "Successfully processed and saved https://github.com/ccxt/ccxt to ccxt.csv\n"
      ]
     },
     {
@@ -7696,15 +573,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'llama_index'...\n",
-      "Updating files: 100% (10013/10013), done.\n"
+      "Updating files: 100% (9994/9994), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/run-llama/llama_index to github_repo_source_code/llama_index.txt\n"
+      "Successfully processed and saved https://github.com/run-llama/llama_index to llama_index.csv\n"
      ]
     },
     {
@@ -7712,15 +588,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'ray'...\n",
-      "Updating files: 100% (7582/7582), done.\n"
+      "Updating files: 100% (7575/7575), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ray-project/ray to github_repo_source_code/ray.txt\n"
+      "Successfully processed and saved https://github.com/ray-project/ray to ray.csv\n"
      ]
     },
     {
@@ -7734,8 +609,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/certbot/certbot to github_repo_source_code/certbot.txt\n"
+      "Successfully processed and saved https://github.com/certbot/certbot to certbot.csv\n"
      ]
     },
     {
@@ -7749,8 +623,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sqlmapproject/sqlmap to github_repo_source_code/sqlmap.txt\n"
+      "Successfully processed and saved https://github.com/sqlmapproject/sqlmap to sqlmap.csv\n"
      ]
     },
     {
@@ -7764,8 +637,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/geekcomputers/Python to github_repo_source_code/Python.txt\n"
+      "Successfully processed and saved https://github.com/geekcomputers/Python to Python.csv\n"
      ]
     },
     {
@@ -7779,8 +651,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/huggingface/pytorch-image-models to github_repo_source_code/pytorch-image-models.txt\n"
+      "Successfully processed and saved https://github.com/huggingface/pytorch-image-models to pytorch-image-models.csv\n"
      ]
     },
     {
@@ -7794,8 +665,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/coqui-ai/TTS to github_repo_source_code/TTS.txt\n"
+      "Successfully processed and saved https://github.com/coqui-ai/TTS to TTS.csv\n"
      ]
     },
     {
@@ -7809,8 +679,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/python-poetry/poetry to github_repo_source_code/poetry.txt\n"
+      "Successfully processed and saved https://github.com/python-poetry/poetry to poetry.csv\n"
      ]
     },
     {
@@ -7824,8 +693,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/0xAX/linux-insides to github_repo_source_code/linux-insides.txt\n"
+      "Successfully processed and saved https://github.com/0xAX/linux-insides to linux-insides.csv\n"
      ]
     },
     {
@@ -7839,8 +707,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebookresearch/fairseq to github_repo_source_code/fairseq.txt\n"
+      "Successfully processed and saved https://github.com/facebookresearch/fairseq to fairseq.csv\n"
      ]
     },
     {
@@ -7854,8 +721,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/gradio-app/gradio to github_repo_source_code/gradio.txt\n"
+      "Successfully processed and saved https://github.com/gradio-app/gradio to gradio.csv\n"
      ]
     },
     {
@@ -7869,8 +735,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/yunjey/pytorch-tutorial to github_repo_source_code/pytorch-tutorial.txt\n"
+      "Successfully processed and saved https://github.com/yunjey/pytorch-tutorial to pytorch-tutorial.csv\n"
      ]
     },
     {
@@ -7884,8 +749,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tatsu-lab/stanford_alpaca to github_repo_source_code/stanford_alpaca.txt\n"
+      "Successfully processed and saved https://github.com/tatsu-lab/stanford_alpaca to stanford_alpaca.csv\n"
      ]
     },
     {
@@ -7899,8 +763,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/explosion/spaCy to github_repo_source_code/spaCy.txt\n"
+      "Successfully processed and saved https://github.com/explosion/spaCy to spaCy.csv\n"
      ]
     },
     {
@@ -7914,8 +777,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/donnemartin/interactive-coding-challenges to github_repo_source_code/interactive-coding-challenges.txt\n"
+      "Successfully processed and saved https://github.com/donnemartin/interactive-coding-challenges to interactive-coding-challenges.csv\n"
      ]
     },
     {
@@ -7929,8 +791,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebookresearch/detectron2 to github_repo_source_code/detectron2.txt\n"
+      "Successfully processed and saved https://github.com/facebookresearch/detectron2 to detectron2.csv\n"
      ]
     },
     {
@@ -7944,8 +805,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Pythagora-io/gpt-pilot to github_repo_source_code/gpt-pilot.txt\n"
+      "Successfully processed and saved https://github.com/Pythagora-io/gpt-pilot to gpt-pilot.csv\n"
      ]
     },
     {
@@ -7959,8 +819,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/google/jax to github_repo_source_code/jax.txt\n"
+      "Successfully processed and saved https://github.com/google/jax to jax.csv\n"
      ]
     },
     {
@@ -7974,8 +833,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/lllyasviel/ControlNet to github_repo_source_code/ControlNet.txt\n"
+      "Successfully processed and saved https://github.com/lllyasviel/ControlNet to ControlNet.csv\n"
      ]
     },
     {
@@ -7989,8 +847,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/acheong08/ChatGPT to github_repo_source_code/ChatGPT.txt\n"
+      "Successfully processed and saved https://github.com/acheong08/ChatGPT to ChatGPT.csv\n"
      ]
     },
     {
@@ -8004,8 +861,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/open-mmlab/mmdetection to github_repo_source_code/mmdetection.txt\n"
+      "Successfully processed and saved https://github.com/open-mmlab/mmdetection to mmdetection.csv\n"
      ]
     },
     {
@@ -8019,8 +875,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chatchat-space/Langchain-Chatchat to github_repo_source_code/Langchain-Chatchat.txt\n"
+      "Successfully processed and saved https://github.com/chatchat-space/Langchain-Chatchat to Langchain-Chatchat.csv\n"
      ]
     },
     {
@@ -8034,8 +889,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/encode/django-rest-framework to github_repo_source_code/django-rest-framework.txt\n"
+      "Successfully processed and saved https://github.com/encode/django-rest-framework to django-rest-framework.csv\n"
      ]
     },
     {
@@ -8049,8 +903,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tqdm/tqdm to github_repo_source_code/tqdm.txt\n"
+      "Successfully processed and saved https://github.com/tqdm/tqdm to tqdm.csv\n"
      ]
     },
     {
@@ -8064,8 +917,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Lightning-AI/pytorch-lightning to github_repo_source_code/pytorch-lightning.txt\n"
+      "Successfully processed and saved https://github.com/Lightning-AI/pytorch-lightning to pytorch-lightning.csv\n"
      ]
     },
     {
@@ -8079,8 +931,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/LC044/WeChatMsg to github_repo_source_code/WeChatMsg.txt\n"
+      "Successfully processed and saved https://github.com/LC044/WeChatMsg to WeChatMsg.csv\n"
      ]
     },
     {
@@ -8094,8 +945,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/OWASP/CheatSheetSeries to github_repo_source_code/CheatSheetSeries.txt\n"
+      "Successfully processed and saved https://github.com/OWASP/CheatSheetSeries to CheatSheetSeries.csv\n"
      ]
     },
     {
@@ -8109,8 +959,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/donnemartin/data-science-ipython-notebooks to github_repo_source_code/data-science-ipython-notebooks.txt\n"
+      "Successfully processed and saved https://github.com/donnemartin/data-science-ipython-notebooks to data-science-ipython-notebooks.csv\n"
      ]
     },
     {
@@ -8124,8 +973,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/numpy/numpy to github_repo_source_code/numpy.txt\n"
+      "Successfully processed and saved https://github.com/numpy/numpy to numpy.csv\n"
      ]
     },
     {
@@ -8139,8 +987,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/google/python-fire to github_repo_source_code/python-fire.txt\n"
+      "Successfully processed and saved https://github.com/google/python-fire to python-fire.csv\n"
      ]
     },
     {
@@ -8154,8 +1001,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/xinntao/Real-ESRGAN to github_repo_source_code/Real-ESRGAN.txt\n"
+      "Successfully processed and saved https://github.com/xinntao/Real-ESRGAN to Real-ESRGAN.csv\n"
      ]
     },
     {
@@ -8169,8 +1015,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/OpenBB-finance/OpenBBTerminal to github_repo_source_code/OpenBBTerminal.txt\n"
+      "Successfully processed and saved https://github.com/OpenBB-finance/OpenBBTerminal to OpenBBTerminal.csv\n"
      ]
     },
     {
@@ -8184,8 +1029,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebookresearch/Detectron to github_repo_source_code/Detectron.txt\n"
+      "Successfully processed and saved https://github.com/facebookresearch/Detectron to Detectron.csv\n"
      ]
     },
     {
@@ -8199,8 +1043,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/freqtrade/freqtrade to github_repo_source_code/freqtrade.txt\n"
+      "Successfully processed and saved https://github.com/freqtrade/freqtrade to freqtrade.csv\n"
      ]
     },
     {
@@ -8214,8 +1057,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/StevenBlack/hosts to github_repo_source_code/hosts.txt\n"
+      "Successfully processed and saved https://github.com/StevenBlack/hosts to hosts.csv\n"
      ]
     },
     {
@@ -8229,8 +1071,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ycm-core/YouCompleteMe to github_repo_source_code/YouCompleteMe.txt\n"
+      "Successfully processed and saved https://github.com/ycm-core/YouCompleteMe to YouCompleteMe.csv\n"
      ]
     },
     {
@@ -8244,8 +1085,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/spipm/Depix to github_repo_source_code/Depix.txt\n"
+      "Successfully processed and saved https://github.com/spipm/Depix to Depix.csv\n"
      ]
     },
     {
@@ -8259,8 +1099,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/zhayujie/chatgpt-on-wechat to github_repo_source_code/chatgpt-on-wechat.txt\n"
+      "Successfully processed and saved https://github.com/zhayujie/chatgpt-on-wechat to chatgpt-on-wechat.csv\n"
      ]
     },
     {
@@ -8274,8 +1113,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/littlecodersh/ItChat to github_repo_source_code/ItChat.txt\n"
+      "Successfully processed and saved https://github.com/littlecodersh/ItChat to ItChat.csv\n"
      ]
     },
     {
@@ -8289,8 +1127,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/nicolargo/glances to github_repo_source_code/glances.txt\n"
+      "Successfully processed and saved https://github.com/nicolargo/glances to glances.csv\n"
      ]
     },
     {
@@ -8304,8 +1141,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/s0md3v/roop to github_repo_source_code/roop.txt\n"
+      "Successfully processed and saved https://github.com/s0md3v/roop to roop.csv\n"
      ]
     },
     {
@@ -8319,8 +1155,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/getredash/redash to github_repo_source_code/redash.txt\n"
+      "Successfully processed and saved https://github.com/getredash/redash to redash.csv\n"
      ]
     },
     {
@@ -8334,8 +1169,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/deezer/spleeter to github_repo_source_code/spleeter.txt\n"
+      "Successfully processed and saved https://github.com/deezer/spleeter to spleeter.csv\n"
      ]
     },
     {
@@ -8349,8 +1183,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Vision-CAIR/MiniGPT-4 to github_repo_source_code/MiniGPT-4.txt\n"
+      "Successfully processed and saved https://github.com/Vision-CAIR/MiniGPT-4 to MiniGPT-4.csv\n"
      ]
     },
     {
@@ -8364,8 +1197,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/python-telegram-bot/python-telegram-bot to github_repo_source_code/python-telegram-bot.txt\n"
+      "Successfully processed and saved https://github.com/python-telegram-bot/python-telegram-bot to python-telegram-bot.csv\n"
      ]
     },
     {
@@ -8379,8 +1211,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pypa/pipenv to github_repo_source_code/pipenv.txt\n"
+      "Successfully processed and saved https://github.com/pypa/pipenv to pipenv.csv\n"
      ]
     },
     {
@@ -8394,8 +1225,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/myshell-ai/OpenVoice to github_repo_source_code/OpenVoice.txt\n"
+      "Successfully processed and saved https://github.com/myshell-ai/OpenVoice to OpenVoice.csv\n"
      ]
     },
     {
@@ -8409,8 +1239,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/OpenDevin/OpenDevin to github_repo_source_code/OpenDevin.txt\n"
+      "Successfully processed and saved https://github.com/OpenDevin/OpenDevin to OpenDevin.csv\n"
      ]
     },
     {
@@ -8425,16 +1254,27 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/cascadia-code to github_repo_source_code/cascadia-code.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/cascadia-code to cascadia-code.csv\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'Mask_RCNN'...\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Successfully processed and saved https://github.com/matterport/Mask_RCNN to Mask_RCNN.csv\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Cloning into 'Mask_RCNN'...\n",
-      "fatal: unable to access 'https://github.com/matterport/Mask_RCNN/': Failed to connect to github.com port 443: Connection timed out\n",
       "Cloning into 'tinygrad'...\n"
      ]
     },
@@ -8442,9 +1282,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Error processing https://github.com/matterport/Mask_RCNN: Command '['git', 'clone', 'https://github.com/matterport/Mask_RCNN']' returned non-zero exit status 128.\n",
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tinygrad/tinygrad to github_repo_source_code/tinygrad.txt\n"
+      "Successfully processed and saved https://github.com/tinygrad/tinygrad to tinygrad.csv\n"
      ]
     },
     {
@@ -8458,8 +1296,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/svc-develop-team/so-vits-svc to github_repo_source_code/so-vits-svc.txt\n"
+      "Successfully processed and saved https://github.com/svc-develop-team/so-vits-svc to so-vits-svc.csv\n"
      ]
     },
     {
@@ -8473,8 +1310,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/RVC-Boss/GPT-SoVITS to github_repo_source_code/GPT-SoVITS.txt\n"
+      "Successfully processed and saved https://github.com/RVC-Boss/GPT-SoVITS to GPT-SoVITS.csv\n"
      ]
     },
     {
@@ -8488,8 +1324,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jumpserver/jumpserver to github_repo_source_code/jumpserver.txt\n"
+      "Successfully processed and saved https://github.com/jumpserver/jumpserver to jumpserver.csv\n"
      ]
     },
     {
@@ -8503,8 +1338,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/locustio/locust to github_repo_source_code/locust.txt\n"
+      "Successfully processed and saved https://github.com/locustio/locust to locust.csv\n"
      ]
     },
     {
@@ -8518,8 +1352,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chubin/wttr.in to github_repo_source_code/wttr.in.txt\n"
+      "Successfully processed and saved https://github.com/chubin/wttr.in to wttr.in.csv\n"
      ]
     },
     {
@@ -8533,8 +1366,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Textualize/textual to github_repo_source_code/textual.txt\n"
+      "Successfully processed and saved https://github.com/Textualize/textual to textual.csv\n"
      ]
     },
     {
@@ -8548,8 +1380,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/celery/celery to github_repo_source_code/celery.txt\n"
+      "Successfully processed and saved https://github.com/celery/celery to celery.csv\n"
      ]
     },
     {
@@ -8563,8 +1394,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/keon/algorithms to github_repo_source_code/algorithms.txt\n"
+      "Successfully processed and saved https://github.com/keon/algorithms to algorithms.csv\n"
      ]
     },
     {
@@ -8578,8 +1408,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/vnpy/vnpy to github_repo_source_code/vnpy.txt\n"
+      "Successfully processed and saved https://github.com/vnpy/vnpy to vnpy.csv\n"
      ]
     },
     {
@@ -8594,8 +1423,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/iperov/DeepFaceLive to github_repo_source_code/DeepFaceLive.txt\n"
+      "Successfully processed and saved https://github.com/iperov/DeepFaceLive to DeepFaceLive.csv\n"
      ]
     },
     {
@@ -8609,8 +1437,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ultralytics/ultralytics to github_repo_source_code/ultralytics.txt\n"
+      "Successfully processed and saved https://github.com/ultralytics/ultralytics to ultralytics.csv\n"
      ]
     },
     {
@@ -8624,8 +1451,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/eriklindernoren/ML-From-Scratch to github_repo_source_code/ML-From-Scratch.txt\n"
+      "Successfully processed and saved https://github.com/eriklindernoren/ML-From-Scratch to ML-From-Scratch.csv\n"
      ]
     },
     {
@@ -8639,8 +1465,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/JARVIS to github_repo_source_code/JARVIS.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/JARVIS to JARVIS.csv\n"
      ]
     },
     {
@@ -8654,8 +1479,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/huggingface/diffusers to github_repo_source_code/diffusers.txt\n"
+      "Successfully processed and saved https://github.com/huggingface/diffusers to diffusers.csv\n"
      ]
     },
     {
@@ -8669,8 +1493,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wangzheng0822/algo to github_repo_source_code/algo.txt\n"
+      "Successfully processed and saved https://github.com/wangzheng0822/algo to algo.csv\n"
      ]
     },
     {
@@ -8684,8 +1507,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mouredev/Hello-Python to github_repo_source_code/Hello-Python.txt\n"
+      "Successfully processed and saved https://github.com/mouredev/Hello-Python to Hello-Python.csv\n"
      ]
     },
     {
@@ -8699,8 +1521,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Stability-AI/generative-models to github_repo_source_code/generative-models.txt\n"
+      "Successfully processed and saved https://github.com/Stability-AI/generative-models to generative-models.csv\n"
      ]
     },
     {
@@ -8714,8 +1535,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sebastianruder/NLP-progress to github_repo_source_code/NLP-progress.txt\n"
+      "Successfully processed and saved https://github.com/sebastianruder/NLP-progress to NLP-progress.csv\n"
      ]
     },
     {
@@ -8731,10 +1551,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/JaidedAI/EasyOCR to github_repo_source_code/EasyOCR.txt\n",
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/kovidgoyal/kitty to github_repo_source_code/kitty.txt\n"
+      "Successfully processed and saved https://github.com/JaidedAI/EasyOCR to EasyOCR.csv\n",
+      "Successfully processed and saved https://github.com/kovidgoyal/kitty to kitty.csv\n"
      ]
     },
     {
@@ -8748,8 +1566,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix to github_repo_source_code/pytorch-CycleGAN-and-pix2pix.txt\n"
+      "Successfully processed and saved https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix to pytorch-CycleGAN-and-pix2pix.csv\n"
      ]
     },
     {
@@ -8763,8 +1580,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/HumanSignal/labelImg to github_repo_source_code/labelImg.txt\n"
+      "Successfully processed and saved https://github.com/HumanSignal/labelImg to labelImg.csv\n"
      ]
     },
     {
@@ -8778,8 +1594,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/d2l-ai/d2l-en to github_repo_source_code/d2l-en.txt\n"
+      "Successfully processed and saved https://github.com/d2l-ai/d2l-en to d2l-en.csv\n"
      ]
     },
     {
@@ -8793,8 +1608,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/AtsushiSakai/PythonRobotics to github_repo_source_code/PythonRobotics.txt\n"
+      "Successfully processed and saved https://github.com/AtsushiSakai/PythonRobotics to PythonRobotics.csv\n"
      ]
     },
     {
@@ -8808,8 +1622,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pytorch/examples to github_repo_source_code/examples.txt\n"
+      "Successfully processed and saved https://github.com/pytorch/examples to examples.csv\n"
      ]
     },
     {
@@ -8823,8 +1636,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/cookiecutter/cookiecutter to github_repo_source_code/cookiecutter.txt\n"
+      "Successfully processed and saved https://github.com/cookiecutter/cookiecutter to cookiecutter.csv\n"
      ]
     },
     {
@@ -8838,8 +1650,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tornadoweb/tornado to github_repo_source_code/tornado.txt\n"
+      "Successfully processed and saved https://github.com/tornadoweb/tornado to tornado.csv\n"
      ]
     },
     {
@@ -8855,10 +1666,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/hiyouga/LLaMA-Factory to github_repo_source_code/LLaMA-Factory.txt\n",
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mindsdb/mindsdb to github_repo_source_code/mindsdb.txt\n"
+      "Successfully processed and saved https://github.com/hiyouga/LLaMA-Factory to LLaMA-Factory.csv\n",
+      "Successfully processed and saved https://github.com/mindsdb/mindsdb to mindsdb.csv\n"
      ]
     },
     {
@@ -8872,8 +1681,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/deepinsight/insightface to github_repo_source_code/insightface.txt\n"
+      "Successfully processed and saved https://github.com/deepinsight/insightface to insightface.csv\n"
      ]
     },
     {
@@ -8887,8 +1695,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/gpt-2 to github_repo_source_code/gpt-2.txt\n"
+      "Successfully processed and saved https://github.com/openai/gpt-2 to gpt-2.csv\n"
      ]
     },
     {
@@ -8902,8 +1709,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/luong-komorebi/Awesome-Linux-Software to github_repo_source_code/Awesome-Linux-Software.txt\n"
+      "Successfully processed and saved https://github.com/luong-komorebi/Awesome-Linux-Software to Awesome-Linux-Software.csv\n"
      ]
     },
     {
@@ -8917,8 +1723,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/WZMIAOMIAO/deep-learning-for-image-processing to github_repo_source_code/deep-learning-for-image-processing.txt\n"
+      "Successfully processed and saved https://github.com/WZMIAOMIAO/deep-learning-for-image-processing to deep-learning-for-image-processing.csv\n"
      ]
     },
     {
@@ -8932,8 +1737,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/drduh/macOS-Security-and-Privacy-Guide to github_repo_source_code/macOS-Security-and-Privacy-Guide.txt\n"
+      "Successfully processed and saved https://github.com/drduh/macOS-Security-and-Privacy-Guide to macOS-Security-and-Privacy-Guide.csv\n"
      ]
     },
     {
@@ -8947,8 +1751,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/chatgpt-retrieval-plugin to github_repo_source_code/chatgpt-retrieval-plugin.txt\n"
+      "Successfully processed and saved https://github.com/openai/chatgpt-retrieval-plugin to chatgpt-retrieval-plugin.csv\n"
      ]
     },
     {
@@ -8962,8 +1765,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/plotly/dash to github_repo_source_code/dash.txt\n"
+      "Successfully processed and saved https://github.com/plotly/dash to dash.csv\n"
      ]
     },
     {
@@ -8977,8 +1779,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chriskiehl/Gooey to github_repo_source_code/Gooey.txt\n"
+      "Successfully processed and saved https://github.com/chriskiehl/Gooey to Gooey.csv\n"
      ]
     },
     {
@@ -8992,8 +1793,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jhao104/proxy_pool to github_repo_source_code/proxy_pool.txt\n"
+      "Successfully processed and saved https://github.com/jhao104/proxy_pool to proxy_pool.csv\n"
      ]
     },
     {
@@ -9007,8 +1807,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pyg-team/pytorch_geometric to github_repo_source_code/pytorch_geometric.txt\n"
+      "Successfully processed and saved https://github.com/pyg-team/pytorch_geometric to pytorch_geometric.csv\n"
      ]
     },
     {
@@ -9022,8 +1821,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/saleor/saleor to github_repo_source_code/saleor.txt\n"
+      "Successfully processed and saved https://github.com/saleor/saleor to saleor.csv\n"
      ]
     },
     {
@@ -9037,8 +1835,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/zulip/zulip to github_repo_source_code/zulip.txt\n"
+      "Successfully processed and saved https://github.com/zulip/zulip to zulip.csv\n"
      ]
     },
     {
@@ -9052,8 +1849,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jina-ai/jina to github_repo_source_code/jina.txt\n"
+      "Successfully processed and saved https://github.com/jina-ai/jina to jina.csv\n"
      ]
     },
     {
@@ -9067,8 +1863,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/openai-python to github_repo_source_code/openai-python.txt\n"
+      "Successfully processed and saved https://github.com/openai/openai-python to openai-python.csv\n"
      ]
     },
     {
@@ -9082,8 +1877,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/KurtBestor/Hitomi-Downloader to github_repo_source_code/Hitomi-Downloader.txt\n"
+      "Successfully processed and saved https://github.com/KurtBestor/Hitomi-Downloader to Hitomi-Downloader.csv\n"
      ]
     },
     {
@@ -9097,8 +1891,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/521xueweihan/GitHub520 to github_repo_source_code/GitHub520.txt\n"
+      "Successfully processed and saved https://github.com/521xueweihan/GitHub520 to GitHub520.csv\n"
      ]
     },
     {
@@ -9126,8 +1919,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebookresearch/audiocraft to github_repo_source_code/audiocraft.txt\n"
+      "Successfully processed and saved https://github.com/facebookresearch/audiocraft to audiocraft.csv\n"
      ]
     },
     {
@@ -9141,8 +1933,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/meta-llama/llama3 to github_repo_source_code/llama3.txt\n"
+      "Successfully processed and saved https://github.com/meta-llama/llama3 to llama3.csv\n"
      ]
     },
     {
@@ -9156,8 +1947,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI to github_repo_source_code/Retrieval-based-Voice-Conversion-WebUI.txt\n"
+      "Successfully processed and saved https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI to Retrieval-based-Voice-Conversion-WebUI.csv\n"
      ]
     },
     {
@@ -9171,8 +1961,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/matplotlib/matplotlib to github_repo_source_code/matplotlib.txt\n"
+      "Successfully processed and saved https://github.com/matplotlib/matplotlib to matplotlib.csv\n"
      ]
     },
     {
@@ -9186,8 +1975,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/yoheinakajima/babyagi to github_repo_source_code/babyagi.txt\n"
+      "Successfully processed and saved https://github.com/yoheinakajima/babyagi to babyagi.csv\n"
      ]
     },
     {
@@ -9201,8 +1989,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Vonng/ddia to github_repo_source_code/ddia.txt\n"
+      "Successfully processed and saved https://github.com/Vonng/ddia to ddia.csv\n"
      ]
     },
     {
@@ -9216,8 +2003,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PromtEngineer/localGPT to github_repo_source_code/localGPT.txt\n"
+      "Successfully processed and saved https://github.com/PromtEngineer/localGPT to localGPT.csv\n"
      ]
     },
     {
@@ -9231,8 +2017,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/vllm-project/vllm to github_repo_source_code/vllm.txt\n"
+      "Successfully processed and saved https://github.com/vllm-project/vllm to vllm.csv\n"
      ]
     },
     {
@@ -9246,8 +2031,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ManimCommunity/manim to github_repo_source_code/manim.txt\n"
+      "Successfully processed and saved https://github.com/ManimCommunity/manim to manim.csv\n"
      ]
     },
     {
@@ -9261,8 +2045,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ungoogled-software/ungoogled-chromium to github_repo_source_code/ungoogled-chromium.txt\n"
+      "Successfully processed and saved https://github.com/ungoogled-software/ungoogled-chromium to ungoogled-chromium.csv\n"
      ]
     },
     {
@@ -9276,8 +2059,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/karpathy/minGPT to github_repo_source_code/minGPT.txt\n"
+      "Successfully processed and saved https://github.com/karpathy/minGPT to minGPT.csv\n"
      ]
     },
     {
@@ -9291,8 +2073,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/magenta/magenta to github_repo_source_code/magenta.txt\n"
+      "Successfully processed and saved https://github.com/magenta/magenta to magenta.csv\n"
      ]
     },
     {
@@ -9306,8 +2087,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/bokeh/bokeh to github_repo_source_code/bokeh.txt\n"
+      "Successfully processed and saved https://github.com/bokeh/bokeh to bokeh.csv\n"
      ]
     },
     {
@@ -9321,8 +2101,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pydantic/pydantic to github_repo_source_code/pydantic.txt\n"
+      "Successfully processed and saved https://github.com/pydantic/pydantic to pydantic.csv\n"
      ]
     },
     {
@@ -9336,23 +2115,22 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/huggingface/datasets to github_repo_source_code/datasets.txt\n"
+      "Successfully processed and saved https://github.com/huggingface/datasets to datasets.csv\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Cloning into 'unilm'...\n"
+      "Cloning into 'unilm'...\n",
+      "Updating files: 100% (5228/5228), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/unilm to github_repo_source_code/unilm.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/unilm to unilm.csv\n"
      ]
     },
     {
@@ -9366,8 +2144,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/kholia/OSX-KVM to github_repo_source_code/OSX-KVM.txt\n"
+      "Successfully processed and saved https://github.com/kholia/OSX-KVM to OSX-KVM.csv\n"
      ]
     },
     {
@@ -9381,8 +2158,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/kovidgoyal/calibre to github_repo_source_code/calibre.txt\n"
+      "Successfully processed and saved https://github.com/kovidgoyal/calibre to calibre.csv\n"
      ]
     },
     {
@@ -9396,8 +2172,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mkdocs/mkdocs to github_repo_source_code/mkdocs.txt\n"
+      "Successfully processed and saved https://github.com/mkdocs/mkdocs to mkdocs.csv\n"
      ]
     },
     {
@@ -9411,8 +2186,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/magic-wormhole/magic-wormhole to github_repo_source_code/magic-wormhole.txt\n"
+      "Successfully processed and saved https://github.com/magic-wormhole/magic-wormhole to magic-wormhole.csv\n"
      ]
     },
     {
@@ -9426,8 +2200,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Delgan/loguru to github_repo_source_code/loguru.txt\n"
+      "Successfully processed and saved https://github.com/Delgan/loguru to loguru.csv\n"
      ]
     },
     {
@@ -9441,8 +2214,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/lucidrains/vit-pytorch to github_repo_source_code/vit-pytorch.txt\n"
+      "Successfully processed and saved https://github.com/lucidrains/vit-pytorch to vit-pytorch.csv\n"
      ]
     },
     {
@@ -9456,8 +2228,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/nginx-proxy/nginx-proxy to github_repo_source_code/nginx-proxy.txt\n"
+      "Successfully processed and saved https://github.com/nginx-proxy/nginx-proxy to nginx-proxy.csv\n"
      ]
     },
     {
@@ -9471,8 +2242,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/recommenders-team/recommenders to github_repo_source_code/recommenders.txt\n"
+      "Successfully processed and saved https://github.com/recommenders-team/recommenders to recommenders.csv\n"
      ]
     },
     {
@@ -9486,8 +2256,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/RasaHQ/rasa to github_repo_source_code/rasa.txt\n"
+      "Successfully processed and saved https://github.com/RasaHQ/rasa to rasa.csv\n"
      ]
     },
     {
@@ -9501,8 +2270,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebook/prophet to github_repo_source_code/prophet.txt\n"
+      "Successfully processed and saved https://github.com/facebook/prophet to prophet.csv\n"
      ]
     },
     {
@@ -9516,8 +2284,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sanic-org/sanic to github_repo_source_code/sanic.txt\n"
+      "Successfully processed and saved https://github.com/sanic-org/sanic to sanic.csv\n"
      ]
     },
     {
@@ -9531,8 +2298,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/kaixindelele/ChatPaper to github_repo_source_code/ChatPaper.txt\n"
+      "Successfully processed and saved https://github.com/kaixindelele/ChatPaper to ChatPaper.csv\n"
      ]
     },
     {
@@ -9546,8 +2312,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Jack-Cherish/python-spider to github_repo_source_code/python-spider.txt\n"
+      "Successfully processed and saved https://github.com/Jack-Cherish/python-spider to python-spider.csv\n"
      ]
     },
     {
@@ -9561,8 +2326,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jantic/DeOldify to github_repo_source_code/DeOldify.txt\n"
+      "Successfully processed and saved https://github.com/jantic/DeOldify to DeOldify.csv\n"
      ]
     },
     {
@@ -9576,8 +2340,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/python/mypy to github_repo_source_code/mypy.txt\n"
+      "Successfully processed and saved https://github.com/python/mypy to mypy.csv\n"
      ]
     },
     {
@@ -9591,8 +2354,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ymcui/Chinese-LLaMA-Alpaca to github_repo_source_code/Chinese-LLaMA-Alpaca.txt\n"
+      "Successfully processed and saved https://github.com/ymcui/Chinese-LLaMA-Alpaca to Chinese-LLaMA-Alpaca.csv\n"
      ]
     },
     {
@@ -9606,8 +2368,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pyscript/pyscript to github_repo_source_code/pyscript.txt\n"
+      "Successfully processed and saved https://github.com/pyscript/pyscript to pyscript.csv\n"
      ]
     },
     {
@@ -9615,15 +2376,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'posthog'...\n",
-      "Updating files: 100% (6387/6387), done.\n"
+      "Updating files: 100% (6383/6383), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PostHog/posthog to github_repo_source_code/posthog.txt\n"
+      "Successfully processed and saved https://github.com/PostHog/posthog to posthog.csv\n"
      ]
     },
     {
@@ -9631,15 +2391,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'mlflow'...\n",
-      "Updating files: 100% (4120/4120), done.\n"
+      "Updating files: 100% (4116/4116), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mlflow/mlflow to github_repo_source_code/mlflow.txt\n"
+      "Successfully processed and saved https://github.com/mlflow/mlflow to mlflow.csv\n"
      ]
     },
     {
@@ -9653,8 +2412,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/spotify/luigi to github_repo_source_code/luigi.txt\n"
+      "Successfully processed and saved https://github.com/spotify/luigi to luigi.csv\n"
      ]
     },
     {
@@ -9668,8 +2426,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wagtail/wagtail to github_repo_source_code/wagtail.txt\n"
+      "Successfully processed and saved https://github.com/wagtail/wagtail to wagtail.csv\n"
      ]
     },
     {
@@ -9683,8 +2440,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Sanster/IOPaint to github_repo_source_code/IOPaint.txt\n"
+      "Successfully processed and saved https://github.com/Sanster/IOPaint to IOPaint.csv\n"
      ]
     },
     {
@@ -9698,8 +2454,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/miloyip/game-programmer to github_repo_source_code/game-programmer.txt\n"
+      "Successfully processed and saved https://github.com/miloyip/game-programmer to game-programmer.csv\n"
      ]
     },
     {
@@ -9713,8 +2468,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/joke2k/faker to github_repo_source_code/faker.txt\n"
+      "Successfully processed and saved https://github.com/joke2k/faker to faker.csv\n"
      ]
     },
     {
@@ -9728,8 +2482,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mlc-ai/mlc-llm to github_repo_source_code/mlc-llm.txt\n"
+      "Successfully processed and saved https://github.com/mlc-ai/mlc-llm to mlc-llm.csv\n"
      ]
     },
     {
@@ -9743,8 +2496,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Ciphey/Ciphey to github_repo_source_code/Ciphey.txt\n"
+      "Successfully processed and saved https://github.com/Ciphey/Ciphey to Ciphey.csv\n"
      ]
     },
     {
@@ -9758,8 +2510,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/quantopian/zipline to github_repo_source_code/zipline.txt\n"
+      "Successfully processed and saved https://github.com/quantopian/zipline to zipline.csv\n"
      ]
     },
     {
@@ -9773,8 +2524,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/paperless-ngx/paperless-ngx to github_repo_source_code/paperless-ngx.txt\n"
+      "Successfully processed and saved https://github.com/paperless-ngx/paperless-ngx to paperless-ngx.csv\n"
      ]
     },
     {
@@ -9788,8 +2538,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/frappe/erpnext to github_repo_source_code/erpnext.txt\n"
+      "Successfully processed and saved https://github.com/frappe/erpnext to erpnext.csv\n"
      ]
     },
     {
@@ -9803,8 +2552,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/stitionai/devika to github_repo_source_code/devika.txt\n"
+      "Successfully processed and saved https://github.com/stitionai/devika to devika.csv\n"
      ]
     },
     {
@@ -9818,8 +2566,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/rsms/inter to github_repo_source_code/inter.txt\n"
+      "Successfully processed and saved https://github.com/rsms/inter to inter.csv\n"
      ]
     },
     {
@@ -9833,8 +2580,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/kivy/kivy to github_repo_source_code/kivy.txt\n"
+      "Successfully processed and saved https://github.com/kivy/kivy to kivy.csv\n"
      ]
     },
     {
@@ -9848,8 +2594,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/reflex-dev/reflex to github_repo_source_code/reflex.txt\n"
+      "Successfully processed and saved https://github.com/reflex-dev/reflex to reflex.csv\n"
      ]
     },
     {
@@ -9863,8 +2608,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/onnx/onnx to github_repo_source_code/onnx.txt\n"
+      "Successfully processed and saved https://github.com/onnx/onnx to onnx.csv\n"
      ]
     },
     {
@@ -9878,8 +2622,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/reddit-archive/reddit to github_repo_source_code/reddit.txt\n"
+      "Successfully processed and saved https://github.com/reddit-archive/reddit to reddit.csv\n"
      ]
     },
     {
@@ -9893,8 +2636,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/hpcaitech/Open-Sora to github_repo_source_code/Open-Sora.txt\n"
+      "Successfully processed and saved https://github.com/hpcaitech/Open-Sora to Open-Sora.csv\n"
      ]
     },
     {
@@ -9908,8 +2650,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/haotian-liu/LLaVA to github_repo_source_code/LLaVA.txt\n"
+      "Successfully processed and saved https://github.com/haotian-liu/LLaVA to LLaVA.csv\n"
      ]
     },
     {
@@ -9923,8 +2664,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chatanywhere/GPT_API_free to github_repo_source_code/GPT_API_free.txt\n"
+      "Successfully processed and saved https://github.com/chatanywhere/GPT_API_free to GPT_API_free.csv\n"
      ]
     },
     {
@@ -9938,8 +2678,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/InstaPy/InstaPy to github_repo_source_code/InstaPy.txt\n"
+      "Successfully processed and saved https://github.com/InstaPy/InstaPy to InstaPy.csv\n"
      ]
     },
     {
@@ -9953,8 +2692,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/binux/pyspider to github_repo_source_code/pyspider.txt\n"
+      "Successfully processed and saved https://github.com/binux/pyspider to pyspider.csv\n"
      ]
     },
     {
@@ -9968,8 +2706,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/LiLittleCat/awesome-free-chatgpt to github_repo_source_code/awesome-free-chatgpt.txt\n"
+      "Successfully processed and saved https://github.com/LiLittleCat/awesome-free-chatgpt to awesome-free-chatgpt.csv\n"
      ]
     },
     {
@@ -9983,8 +2720,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/cool-RR/PySnooper to github_repo_source_code/PySnooper.txt\n"
+      "Successfully processed and saved https://github.com/cool-RR/PySnooper to PySnooper.csv\n"
      ]
     },
     {
@@ -9998,8 +2734,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/apple/ml-stable-diffusion to github_repo_source_code/ml-stable-diffusion.txt\n"
+      "Successfully processed and saved https://github.com/apple/ml-stable-diffusion to ml-stable-diffusion.csv\n"
      ]
     },
     {
@@ -10013,8 +2748,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ipython/ipython to github_repo_source_code/ipython.txt\n"
+      "Successfully processed and saved https://github.com/ipython/ipython to ipython.csv\n"
      ]
     },
     {
@@ -10028,8 +2762,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wilsonfreitas/awesome-quant to github_repo_source_code/awesome-quant.txt\n"
+      "Successfully processed and saved https://github.com/wilsonfreitas/awesome-quant to awesome-quant.csv\n"
      ]
     },
     {
@@ -10043,8 +2776,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/alievk/avatarify-python to github_repo_source_code/avatarify-python.txt\n"
+      "Successfully processed and saved https://github.com/alievk/avatarify-python to avatarify-python.csv\n"
      ]
     },
     {
@@ -10058,8 +2790,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Mikubill/sd-webui-controlnet to github_repo_source_code/sd-webui-controlnet.txt\n"
+      "Successfully processed and saved https://github.com/Mikubill/sd-webui-controlnet to sd-webui-controlnet.csv\n"
      ]
     },
     {
@@ -10073,8 +2804,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wting/autojump to github_repo_source_code/autojump.txt\n"
+      "Successfully processed and saved https://github.com/wting/autojump to autojump.csv\n"
      ]
     },
     {
@@ -10088,8 +2818,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/trekhleb/learn-python to github_repo_source_code/learn-python.txt\n"
+      "Successfully processed and saved https://github.com/trekhleb/learn-python to learn-python.csv\n"
      ]
     },
     {
@@ -10103,8 +2832,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/eriklindernoren/PyTorch-GAN to github_repo_source_code/PyTorch-GAN.txt\n"
+      "Successfully processed and saved https://github.com/eriklindernoren/PyTorch-GAN to PyTorch-GAN.csv\n"
      ]
     },
     {
@@ -10118,8 +2846,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Kr1s77/awesome-python-login-model to github_repo_source_code/awesome-python-login-model.txt\n"
+      "Successfully processed and saved https://github.com/Kr1s77/awesome-python-login-model to awesome-python-login-model.csv\n"
      ]
     },
     {
@@ -10133,8 +2860,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/twintproject/twint to github_repo_source_code/twint.txt\n"
+      "Successfully processed and saved https://github.com/twintproject/twint to twint.csv\n"
      ]
     },
     {
@@ -10148,8 +2874,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/THUDM/ChatGLM2-6B to github_repo_source_code/ChatGLM2-6B.txt\n"
+      "Successfully processed and saved https://github.com/THUDM/ChatGLM2-6B to ChatGLM2-6B.csv\n"
      ]
     },
     {
@@ -10163,8 +2888,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wistbean/learn_python3_spider to github_repo_source_code/learn_python3_spider.txt\n"
+      "Successfully processed and saved https://github.com/wistbean/learn_python3_spider to learn_python3_spider.csv\n"
      ]
     },
     {
@@ -10178,8 +2902,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mnielsen/neural-networks-and-deep-learning to github_repo_source_code/neural-networks-and-deep-learning.txt\n"
+      "Successfully processed and saved https://github.com/mnielsen/neural-networks-and-deep-learning to neural-networks-and-deep-learning.csv\n"
      ]
     },
     {
@@ -10193,8 +2916,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pytorch/vision to github_repo_source_code/vision.txt\n"
+      "Successfully processed and saved https://github.com/pytorch/vision to vision.csv\n"
      ]
     },
     {
@@ -10208,8 +2930,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/h2y/Shadowrocket-ADBlock-Rules to github_repo_source_code/Shadowrocket-ADBlock-Rules.txt\n"
+      "Successfully processed and saved https://github.com/h2y/Shadowrocket-ADBlock-Rules to Shadowrocket-ADBlock-Rules.csv\n"
      ]
     },
     {
@@ -10223,8 +2944,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/OpenEthan/SMSBoom to github_repo_source_code/SMSBoom.txt\n"
+      "Successfully processed and saved https://github.com/OpenEthan/SMSBoom to SMSBoom.csv\n"
      ]
     },
     {
@@ -10238,23 +2958,22 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/baselines to github_repo_source_code/baselines.txt\n"
+      "Successfully processed and saved https://github.com/openai/baselines to baselines.csv\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Cloning into 'plotly.py'...\n"
+      "Cloning into 'plotly.py'...\n",
+      "Updating files: 100% (14054/14054), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/plotly/plotly.py to github_repo_source_code/plotly.py.txt\n"
+      "Successfully processed and saved https://github.com/plotly/plotly.py to plotly.py.csv\n"
      ]
     },
     {
@@ -10268,8 +2987,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/piskvorky/gensim to github_repo_source_code/gensim.txt\n"
+      "Successfully processed and saved https://github.com/piskvorky/gensim to gensim.csv\n"
      ]
     },
     {
@@ -10283,8 +3001,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/RunaCapital/awesome-oss-alternatives to github_repo_source_code/awesome-oss-alternatives.txt\n"
+      "Successfully processed and saved https://github.com/RunaCapital/awesome-oss-alternatives to awesome-oss-alternatives.csv\n"
      ]
     },
     {
@@ -10298,8 +3015,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/meta-llama/codellama to github_repo_source_code/codellama.txt\n"
+      "Successfully processed and saved https://github.com/meta-llama/codellama to codellama.csv\n"
      ]
     },
     {
@@ -10313,8 +3029,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pallets/click to github_repo_source_code/click.txt\n"
+      "Successfully processed and saved https://github.com/pallets/click to click.csv\n"
      ]
     },
     {
@@ -10328,8 +3043,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/spotDL/spotify-downloader to github_repo_source_code/spotify-downloader.txt\n"
+      "Successfully processed and saved https://github.com/spotDL/spotify-downloader to spotify-downloader.csv\n"
      ]
     },
     {
@@ -10343,8 +3057,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/dgtlmoon/changedetection.io to github_repo_source_code/changedetection.io.txt\n"
+      "Successfully processed and saved https://github.com/dgtlmoon/changedetection.io to changedetection.io.csv\n"
      ]
     },
     {
@@ -10358,8 +3071,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Anjok07/ultimatevocalremovergui to github_repo_source_code/ultimatevocalremovergui.txt\n"
+      "Successfully processed and saved https://github.com/Anjok07/ultimatevocalremovergui to ultimatevocalremovergui.csv\n"
      ]
     },
     {
@@ -10373,8 +3085,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/netbox-community/netbox to github_repo_source_code/netbox.txt\n"
+      "Successfully processed and saved https://github.com/netbox-community/netbox to netbox.csv\n"
      ]
     },
     {
@@ -10388,8 +3099,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mxrch/GHunt to github_repo_source_code/GHunt.txt\n"
+      "Successfully processed and saved https://github.com/mxrch/GHunt to GHunt.csv\n"
      ]
     },
     {
@@ -10403,8 +3113,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ranger/ranger to github_repo_source_code/ranger.txt\n"
+      "Successfully processed and saved https://github.com/ranger/ranger to ranger.csv\n"
      ]
     },
     {
@@ -10418,8 +3127,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tensorflow/tensor2tensor to github_repo_source_code/tensor2tensor.txt\n"
+      "Successfully processed and saved https://github.com/tensorflow/tensor2tensor to tensor2tensor.csv\n"
      ]
     },
     {
@@ -10433,8 +3141,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/aws/aws-cli to github_repo_source_code/aws-cli.txt\n"
+      "Successfully processed and saved https://github.com/aws/aws-cli to aws-cli.csv\n"
      ]
     },
     {
@@ -10448,8 +3155,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/blakeblackshear/frigate to github_repo_source_code/frigate.txt\n"
+      "Successfully processed and saved https://github.com/blakeblackshear/frigate to frigate.csv\n"
      ]
     },
     {
@@ -10463,8 +3169,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/w-okada/voice-changer to github_repo_source_code/voice-changer.txt\n"
+      "Successfully processed and saved https://github.com/w-okada/voice-changer to voice-changer.csv\n"
      ]
     },
     {
@@ -10478,8 +3183,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/GaiZhenbiao/ChuanhuChatGPT to github_repo_source_code/ChuanhuChatGPT.txt\n"
+      "Successfully processed and saved https://github.com/GaiZhenbiao/ChuanhuChatGPT to ChuanhuChatGPT.csv\n"
      ]
     },
     {
@@ -10493,8 +3197,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PrefectHQ/prefect to github_repo_source_code/prefect.txt\n"
+      "Successfully processed and saved https://github.com/PrefectHQ/prefect to prefect.csv\n"
      ]
     },
     {
@@ -10508,8 +3211,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jupyter/jupyter to github_repo_source_code/jupyter.txt\n"
+      "Successfully processed and saved https://github.com/jupyter/jupyter to jupyter.csv\n"
      ]
     },
     {
@@ -10523,8 +3225,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facefusion/facefusion to github_repo_source_code/facefusion.txt\n"
+      "Successfully processed and saved https://github.com/facefusion/facefusion to facefusion.csv\n"
      ]
     },
     {
@@ -10538,8 +3239,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/danielgatis/rembg to github_repo_source_code/rembg.txt\n"
+      "Successfully processed and saved https://github.com/danielgatis/rembg to rembg.csv\n"
      ]
     },
     {
@@ -10553,8 +3253,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/borisdayma/dalle-mini to github_repo_source_code/dalle-mini.txt\n"
+      "Successfully processed and saved https://github.com/borisdayma/dalle-mini to dalle-mini.csv\n"
      ]
     },
     {
@@ -10568,8 +3267,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/fabric/fabric to github_repo_source_code/fabric.txt\n"
+      "Successfully processed and saved https://github.com/fabric/fabric to fabric.csv\n"
      ]
     },
     {
@@ -10583,8 +3281,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/aio-libs/aiohttp to github_repo_source_code/aiohttp.txt\n"
+      "Successfully processed and saved https://github.com/aio-libs/aiohttp to aiohttp.csv\n"
      ]
     },
     {
@@ -10598,8 +3295,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ddbourgin/numpy-ml to github_repo_source_code/numpy-ml.txt\n"
+      "Successfully processed and saved https://github.com/ddbourgin/numpy-ml to numpy-ml.csv\n"
      ]
     },
     {
@@ -10613,8 +3309,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/TransformerOptimus/SuperAGI to github_repo_source_code/SuperAGI.txt\n"
+      "Successfully processed and saved https://github.com/TransformerOptimus/SuperAGI to SuperAGI.csv\n"
      ]
     },
     {
@@ -10628,8 +3323,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life to github_repo_source_code/Bringing-Old-Photos-Back-to-Life.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life to Bringing-Old-Photos-Back-to-Life.csv\n"
      ]
     },
     {
@@ -10643,8 +3337,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pyecharts/pyecharts to github_repo_source_code/pyecharts.txt\n"
+      "Successfully processed and saved https://github.com/pyecharts/pyecharts to pyecharts.csv\n"
      ]
     },
     {
@@ -10658,8 +3351,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tiangolo/typer to github_repo_source_code/typer.txt\n"
+      "Successfully processed and saved https://github.com/tiangolo/typer to typer.csv\n"
      ]
     },
     {
@@ -10673,8 +3365,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Rapptz/discord.py to github_repo_source_code/discord.py.txt\n"
+      "Successfully processed and saved https://github.com/Rapptz/discord.py to discord.py.csv\n"
      ]
     },
     {
@@ -10688,8 +3379,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/fauxpilot/fauxpilot to github_repo_source_code/fauxpilot.txt\n"
+      "Successfully processed and saved https://github.com/fauxpilot/fauxpilot to fauxpilot.csv\n"
      ]
     },
     {
@@ -10703,8 +3393,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/lra/mackup to github_repo_source_code/mackup.txt\n"
+      "Successfully processed and saved https://github.com/lra/mackup to mackup.csv\n"
      ]
     },
     {
@@ -10718,8 +3407,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/apprenticeharper/DeDRM_tools to github_repo_source_code/DeDRM_tools.txt\n"
+      "Successfully processed and saved https://github.com/apprenticeharper/DeDRM_tools to DeDRM_tools.csv\n"
      ]
     },
     {
@@ -10733,8 +3421,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/qlib to github_repo_source_code/qlib.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/qlib to qlib.csv\n"
      ]
     },
     {
@@ -10748,8 +3435,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/networkx/networkx to github_repo_source_code/networkx.txt\n"
+      "Successfully processed and saved https://github.com/networkx/networkx to networkx.csv\n"
      ]
     },
     {
@@ -10763,8 +3449,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/powerline/powerline to github_repo_source_code/powerline.txt\n"
+      "Successfully processed and saved https://github.com/powerline/powerline to powerline.csv\n"
      ]
     },
     {
@@ -10778,8 +3463,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/arc53/DocsGPT to github_repo_source_code/DocsGPT.txt\n"
+      "Successfully processed and saved https://github.com/arc53/DocsGPT to DocsGPT.csv\n"
      ]
     },
     {
@@ -10793,8 +3477,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Python-World/python-mini-projects to github_repo_source_code/python-mini-projects.txt\n"
+      "Successfully processed and saved https://github.com/Python-World/python-mini-projects to python-mini-projects.csv\n"
      ]
     },
     {
@@ -10802,15 +3485,14 @@
      "output_type": "stream",
      "text": [
       "Cloning into 'airbyte'...\n",
-      "Updating files: 100% (15886/15886), done.\n"
+      "Updating files: 100% (15906/15906), done.\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/airbytehq/airbyte to github_repo_source_code/airbyte.txt\n"
+      "Successfully processed and saved https://github.com/airbytehq/airbyte to airbyte.csv\n"
      ]
     },
     {
@@ -10824,8 +3506,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/aleju/imgaug to github_repo_source_code/imgaug.txt\n"
+      "Successfully processed and saved https://github.com/aleju/imgaug to imgaug.csv\n"
      ]
     },
     {
@@ -10839,8 +3520,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/roboflow/supervision to github_repo_source_code/supervision.txt\n"
+      "Successfully processed and saved https://github.com/roboflow/supervision to supervision.csv\n"
      ]
     },
     {
@@ -10854,8 +3534,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pjialin/py12306 to github_repo_source_code/py12306.txt\n"
+      "Successfully processed and saved https://github.com/pjialin/py12306 to py12306.csv\n"
      ]
     },
     {
@@ -10869,8 +3548,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/hindupuravinash/the-gan-zoo to github_repo_source_code/the-gan-zoo.txt\n"
+      "Successfully processed and saved https://github.com/hindupuravinash/the-gan-zoo to the-gan-zoo.csv\n"
      ]
     },
     {
@@ -10884,8 +3562,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/unifyai/ivy to github_repo_source_code/ivy.txt\n"
+      "Successfully processed and saved https://github.com/unifyai/ivy to ivy.csv\n"
      ]
     },
     {
@@ -10899,8 +3576,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/openai/evals to github_repo_source_code/evals.txt\n"
+      "Successfully processed and saved https://github.com/openai/evals to evals.csv\n"
      ]
     },
     {
@@ -10914,8 +3590,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/horovod/horovod to github_repo_source_code/horovod.txt\n"
+      "Successfully processed and saved https://github.com/horovod/horovod to horovod.csv\n"
      ]
     },
     {
@@ -10929,8 +3604,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/huggingface/peft to github_repo_source_code/peft.txt\n"
+      "Successfully processed and saved https://github.com/huggingface/peft to peft.csv\n"
      ]
     },
     {
@@ -10944,8 +3618,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/NVlabs/stylegan to github_repo_source_code/stylegan.txt\n"
+      "Successfully processed and saved https://github.com/NVlabs/stylegan to stylegan.csv\n"
      ]
     },
     {
@@ -10959,8 +3632,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tgbot-collection/YYeTsBot to github_repo_source_code/YYeTsBot.txt\n"
+      "Successfully processed and saved https://github.com/tgbot-collection/YYeTsBot to YYeTsBot.csv\n"
      ]
     },
     {
@@ -10974,8 +3646,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/gunthercox/ChatterBot to github_repo_source_code/ChatterBot.txt\n"
+      "Successfully processed and saved https://github.com/gunthercox/ChatterBot to ChatterBot.csv\n"
      ]
     },
     {
@@ -10989,8 +3660,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/UKPLab/sentence-transformers to github_repo_source_code/sentence-transformers.txt\n"
+      "Successfully processed and saved https://github.com/UKPLab/sentence-transformers to sentence-transformers.csv\n"
      ]
     },
     {
@@ -11004,8 +3674,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/saltstack/salt to github_repo_source_code/salt.txt\n"
+      "Successfully processed and saved https://github.com/saltstack/salt to salt.csv\n"
      ]
     },
     {
@@ -11019,8 +3688,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wangshub/wechat_jump_game to github_repo_source_code/wechat_jump_game.txt\n"
+      "Successfully processed and saved https://github.com/wangshub/wechat_jump_game to wechat_jump_game.csv\n"
      ]
     },
     {
@@ -11034,8 +3702,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/youfou/wxpy to github_repo_source_code/wxpy.txt\n"
+      "Successfully processed and saved https://github.com/youfou/wxpy to wxpy.csv\n"
      ]
     },
     {
@@ -11049,8 +3716,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/nni to github_repo_source_code/nni.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/nni to nni.csv\n"
      ]
     },
     {
@@ -11064,8 +3730,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/deepset-ai/haystack to github_repo_source_code/haystack.txt\n"
+      "Successfully processed and saved https://github.com/deepset-ai/haystack to haystack.csv\n"
      ]
     },
     {
@@ -11079,8 +3744,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/codelucas/newspaper to github_repo_source_code/newspaper.txt\n"
+      "Successfully processed and saved https://github.com/codelucas/newspaper to newspaper.csv\n"
      ]
     },
     {
@@ -11094,8 +3758,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/joaomdmoura/crewAI to github_repo_source_code/crewAI.txt\n"
+      "Successfully processed and saved https://github.com/joaomdmoura/crewAI to crewAI.csv\n"
      ]
     },
     {
@@ -11109,8 +3772,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/google/yapf to github_repo_source_code/yapf.txt\n"
+      "Successfully processed and saved https://github.com/google/yapf to yapf.csv\n"
      ]
     },
     {
@@ -11124,8 +3786,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/psf/requests-html to github_repo_source_code/requests-html.txt\n"
+      "Successfully processed and saved https://github.com/psf/requests-html to requests-html.csv\n"
      ]
     },
     {
@@ -11139,8 +3800,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/flairNLP/flair to github_repo_source_code/flair.txt\n"
+      "Successfully processed and saved https://github.com/flairNLP/flair to flair.csv\n"
      ]
     },
     {
@@ -11154,8 +3814,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sczhou/CodeFormer to github_repo_source_code/CodeFormer.txt\n"
+      "Successfully processed and saved https://github.com/sczhou/CodeFormer to CodeFormer.csv\n"
      ]
     },
     {
@@ -11169,8 +3828,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/shengqiangzhang/examples-of-web-crawlers to github_repo_source_code/examples-of-web-crawlers.txt\n"
+      "Successfully processed and saved https://github.com/shengqiangzhang/examples-of-web-crawlers to examples-of-web-crawlers.csv\n"
      ]
     },
     {
@@ -11184,8 +3842,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/davidsandberg/facenet to github_repo_source_code/facenet.txt\n"
+      "Successfully processed and saved https://github.com/davidsandberg/facenet to facenet.csv\n"
      ]
     },
     {
@@ -11199,8 +3856,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/NanmiCoder/MediaCrawler to github_repo_source_code/MediaCrawler.txt\n"
+      "Successfully processed and saved https://github.com/NanmiCoder/MediaCrawler to MediaCrawler.csv\n"
      ]
     },
     {
@@ -11214,8 +3870,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ansible/awx to github_repo_source_code/awx.txt\n"
+      "Successfully processed and saved https://github.com/ansible/awx to awx.csv\n"
      ]
     },
     {
@@ -11229,8 +3884,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/albumentations-team/albumentations to github_repo_source_code/albumentations.txt\n"
+      "Successfully processed and saved https://github.com/albumentations-team/albumentations to albumentations.csv\n"
      ]
     },
     {
@@ -11244,8 +3898,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/programthink/zhao to github_repo_source_code/zhao.txt\n"
+      "Successfully processed and saved https://github.com/programthink/zhao to zhao.csv\n"
      ]
     },
     {
@@ -11259,8 +3912,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mail-in-a-box/mailinabox to github_repo_source_code/mailinabox.txt\n"
+      "Successfully processed and saved https://github.com/mail-in-a-box/mailinabox to mailinabox.csv\n"
      ]
     },
     {
@@ -11274,8 +3926,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sivel/speedtest-cli to github_repo_source_code/speedtest-cli.txt\n"
+      "Successfully processed and saved https://github.com/sivel/speedtest-cli to speedtest-cli.csv\n"
      ]
     },
     {
@@ -11289,8 +3940,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/searx/searx to github_repo_source_code/searx.txt\n"
+      "Successfully processed and saved https://github.com/searx/searx to searx.csv\n"
      ]
     },
     {
@@ -11304,8 +3954,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ShangtongZhang/reinforcement-learning-an-introduction to github_repo_source_code/reinforcement-learning-an-introduction.txt\n"
+      "Successfully processed and saved https://github.com/ShangtongZhang/reinforcement-learning-an-introduction to reinforcement-learning-an-introduction.csv\n"
      ]
     },
     {
@@ -11319,8 +3968,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/iterative/dvc to github_repo_source_code/dvc.txt\n"
+      "Successfully processed and saved https://github.com/iterative/dvc to dvc.csv\n"
      ]
     },
     {
@@ -11334,8 +3982,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PySimpleGUI/PySimpleGUI to github_repo_source_code/PySimpleGUI.txt\n"
+      "Successfully processed and saved https://github.com/PySimpleGUI/PySimpleGUI to PySimpleGUI.csv\n"
      ]
     },
     {
@@ -11349,8 +3996,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mementum/backtrader to github_repo_source_code/backtrader.txt\n"
+      "Successfully processed and saved https://github.com/mementum/backtrader to backtrader.csv\n"
      ]
     },
     {
@@ -11364,8 +4010,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tiangolo/sqlmodel to github_repo_source_code/sqlmodel.txt\n"
+      "Successfully processed and saved https://github.com/tiangolo/sqlmodel to sqlmodel.csv\n"
      ]
     },
     {
@@ -11379,8 +4024,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/nltk/nltk to github_repo_source_code/nltk.txt\n"
+      "Successfully processed and saved https://github.com/nltk/nltk to nltk.csv\n"
      ]
     },
     {
@@ -11394,8 +4038,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/dmlc/dgl to github_repo_source_code/dgl.txt\n"
+      "Successfully processed and saved https://github.com/dmlc/dgl to dgl.csv\n"
      ]
     },
     {
@@ -11409,8 +4052,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/Swin-Transformer to github_repo_source_code/Swin-Transformer.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/Swin-Transformer to Swin-Transformer.csv\n"
      ]
     },
     {
@@ -11424,8 +4066,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jindongwang/transferlearning to github_repo_source_code/transferlearning.txt\n"
+      "Successfully processed and saved https://github.com/jindongwang/transferlearning to transferlearning.csv\n"
      ]
     },
     {
@@ -11439,8 +4080,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/facebookresearch/detr to github_repo_source_code/detr.txt\n"
+      "Successfully processed and saved https://github.com/facebookresearch/detr to detr.csv\n"
      ]
     },
     {
@@ -11454,8 +4094,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/idank/explainshell to github_repo_source_code/explainshell.txt\n"
+      "Successfully processed and saved https://github.com/idank/explainshell to explainshell.csv\n"
      ]
     },
     {
@@ -11469,8 +4108,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/s0md3v/XSStrike to github_repo_source_code/XSStrike.txt\n"
+      "Successfully processed and saved https://github.com/s0md3v/XSStrike to XSStrike.csv\n"
      ]
     },
     {
@@ -11484,8 +4122,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/fortra/impacket to github_repo_source_code/impacket.txt\n"
+      "Successfully processed and saved https://github.com/fortra/impacket to impacket.csv\n"
      ]
     },
     {
@@ -11499,8 +4136,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/MetaCubeX/mihomo to github_repo_source_code/mihomo.txt\n"
+      "Successfully processed and saved https://github.com/MetaCubeX/mihomo to mihomo.csv\n"
      ]
     },
     {
@@ -11514,8 +4150,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/wifiphisher/wifiphisher to github_repo_source_code/wifiphisher.txt\n"
+      "Successfully processed and saved https://github.com/wifiphisher/wifiphisher to wifiphisher.csv\n"
      ]
     },
     {
@@ -11530,8 +4165,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jaakkopasanen/AutoEq to github_repo_source_code/AutoEq.txt\n"
+      "Successfully processed and saved https://github.com/jaakkopasanen/AutoEq to AutoEq.csv\n"
      ]
     },
     {
@@ -11545,8 +4179,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/waditu/tushare to github_repo_source_code/tushare.txt\n"
+      "Successfully processed and saved https://github.com/waditu/tushare to tushare.csv\n"
      ]
     },
     {
@@ -11560,8 +4193,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/edgedb/edgedb to github_repo_source_code/edgedb.txt\n"
+      "Successfully processed and saved https://github.com/edgedb/edgedb to edgedb.csv\n"
      ]
     },
     {
@@ -11575,8 +4207,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/bloomberg/memray to github_repo_source_code/memray.txt\n"
+      "Successfully processed and saved https://github.com/bloomberg/memray to memray.csv\n"
      ]
     },
     {
@@ -11590,8 +4221,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ethereum/EIPs to github_repo_source_code/EIPs.txt\n"
+      "Successfully processed and saved https://github.com/ethereum/EIPs to EIPs.csv\n"
      ]
     },
     {
@@ -11606,8 +4236,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PaddlePaddle/PaddleHub to github_repo_source_code/PaddleHub.txt\n"
+      "Successfully processed and saved https://github.com/PaddlePaddle/PaddleHub to PaddleHub.csv\n"
      ]
     },
     {
@@ -11621,8 +4250,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/scipy/scipy to github_repo_source_code/scipy.txt\n"
+      "Successfully processed and saved https://github.com/scipy/scipy to scipy.csv\n"
      ]
     },
     {
@@ -11636,8 +4264,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/chroma-core/chroma to github_repo_source_code/chroma.txt\n"
+      "Successfully processed and saved https://github.com/chroma-core/chroma to chroma.csv\n"
      ]
     },
     {
@@ -11651,8 +4278,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/sympy/sympy to github_repo_source_code/sympy.txt\n"
+      "Successfully processed and saved https://github.com/sympy/sympy to sympy.csv\n"
      ]
     },
     {
@@ -11666,8 +4292,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/beetbox/beets to github_repo_source_code/beets.txt\n"
+      "Successfully processed and saved https://github.com/beetbox/beets to beets.csv\n"
      ]
     },
     {
@@ -11681,8 +4306,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/postmanlabs/httpbin to github_repo_source_code/httpbin.txt\n"
+      "Successfully processed and saved https://github.com/postmanlabs/httpbin to httpbin.csv\n"
      ]
     },
     {
@@ -11696,8 +4320,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/labelmeai/labelme to github_repo_source_code/labelme.txt\n"
+      "Successfully processed and saved https://github.com/labelmeai/labelme to labelme.csv\n"
      ]
     },
     {
@@ -11711,8 +4334,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/SFTtech/openage to github_repo_source_code/openage.txt\n"
+      "Successfully processed and saved https://github.com/SFTtech/openage to openage.csv\n"
      ]
     },
     {
@@ -11726,8 +4348,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/encode/httpx to github_repo_source_code/httpx.txt\n"
+      "Successfully processed and saved https://github.com/encode/httpx to httpx.csv\n"
      ]
     },
     {
@@ -11741,8 +4362,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/redis/redis-py to github_repo_source_code/redis-py.txt\n"
+      "Successfully processed and saved https://github.com/redis/redis-py to redis-py.csv\n"
      ]
     },
     {
@@ -11756,8 +4376,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/getpelican/pelican to github_repo_source_code/pelican.txt\n"
+      "Successfully processed and saved https://github.com/getpelican/pelican to pelican.csv\n"
      ]
     },
     {
@@ -11771,8 +4390,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/THUDM/ChatGLM3 to github_repo_source_code/ChatGLM3.txt\n"
+      "Successfully processed and saved https://github.com/THUDM/ChatGLM3 to ChatGLM3.csv\n"
      ]
     },
     {
@@ -11786,8 +4404,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/jina-ai/clip-as-service to github_repo_source_code/clip-as-service.txt\n"
+      "Successfully processed and saved https://github.com/jina-ai/clip-as-service to clip-as-service.csv\n"
      ]
     },
     {
@@ -11801,8 +4418,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/donnemartin/awesome-aws to github_repo_source_code/awesome-aws.txt\n"
+      "Successfully processed and saved https://github.com/donnemartin/awesome-aws to awesome-aws.csv\n"
      ]
     },
     {
@@ -11816,8 +4432,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/microsoft/pyright to github_repo_source_code/pyright.txt\n"
+      "Successfully processed and saved https://github.com/microsoft/pyright to pyright.csv\n"
      ]
     },
     {
@@ -11831,8 +4446,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/pre-commit/pre-commit to github_repo_source_code/pre-commit.txt\n"
+      "Successfully processed and saved https://github.com/pre-commit/pre-commit to pre-commit.csv\n"
      ]
     },
     {
@@ -11846,8 +4460,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/PaddlePaddle/PaddleDetection to github_repo_source_code/PaddleDetection.txt\n"
+      "Successfully processed and saved https://github.com/PaddlePaddle/PaddleDetection to PaddleDetection.csv\n"
      ]
     },
     {
@@ -11861,8 +4474,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ocrmypdf/OCRmyPDF to github_repo_source_code/OCRmyPDF.txt\n"
+      "Successfully processed and saved https://github.com/ocrmypdf/OCRmyPDF to OCRmyPDF.csv\n"
      ]
     },
     {
@@ -11876,8 +4488,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/lss233/chatgpt-mirai-qq-bot to github_repo_source_code/chatgpt-mirai-qq-bot.txt\n"
+      "Successfully processed and saved https://github.com/lss233/chatgpt-mirai-qq-bot to chatgpt-mirai-qq-bot.csv\n"
      ]
     },
     {
@@ -11891,8 +4502,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ydataai/ydata-profiling to github_repo_source_code/ydata-profiling.txt\n"
+      "Successfully processed and saved https://github.com/ydataai/ydata-profiling to ydata-profiling.csv\n"
      ]
     },
     {
@@ -11906,8 +4516,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/dask/dask to github_repo_source_code/dask.txt\n"
+      "Successfully processed and saved https://github.com/dask/dask to dask.csv\n"
      ]
     },
     {
@@ -11921,8 +4530,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/mwaskom/seaborn to github_repo_source_code/seaborn.txt\n"
+      "Successfully processed and saved https://github.com/mwaskom/seaborn to seaborn.csv\n"
      ]
     },
     {
@@ -11936,8 +4544,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/ranaroussi/yfinance to github_repo_source_code/yfinance.txt\n"
+      "Successfully processed and saved https://github.com/ranaroussi/yfinance to yfinance.csv\n"
      ]
     },
     {
@@ -11952,8 +4559,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/tonybeltramelli/pix2code to github_repo_source_code/pix2code.txt\n"
+      "Successfully processed and saved https://github.com/tonybeltramelli/pix2code to pix2code.csv\n"
      ]
     },
     {
@@ -11967,8 +4573,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/threat9/routersploit to github_repo_source_code/routersploit.txt\n"
+      "Successfully processed and saved https://github.com/threat9/routersploit to routersploit.csv\n"
      ]
     },
     {
@@ -11982,8 +4587,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Miserlou/Zappa to github_repo_source_code/Zappa.txt\n"
+      "Successfully processed and saved https://github.com/Miserlou/Zappa to Zappa.csv\n"
      ]
     },
     {
@@ -11997,8 +4601,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/alexjc/neural-enhance to github_repo_source_code/neural-enhance.txt\n"
+      "Successfully processed and saved https://github.com/alexjc/neural-enhance to neural-enhance.csv\n"
      ]
     },
     {
@@ -12012,8 +4615,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Zulko/moviepy to github_repo_source_code/moviepy.txt\n"
+      "Successfully processed and saved https://github.com/Zulko/moviepy to moviepy.csv\n"
      ]
     },
     {
@@ -12027,8 +4629,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/meolu/walle-web to github_repo_source_code/walle-web.txt\n"
+      "Successfully processed and saved https://github.com/meolu/walle-web to walle-web.csv\n"
      ]
     },
     {
@@ -12042,8 +4643,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/OpenMOSS/MOSS to github_repo_source_code/MOSS.txt\n"
+      "Successfully processed and saved https://github.com/OpenMOSS/MOSS to MOSS.csv\n"
      ]
     },
     {
@@ -12057,8 +4657,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/smicallef/spiderfoot to github_repo_source_code/spiderfoot.txt\n"
+      "Successfully processed and saved https://github.com/smicallef/spiderfoot to spiderfoot.csv\n"
      ]
     },
     {
@@ -12072,8 +4671,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/matrix-org/synapse to github_repo_source_code/synapse.txt\n"
+      "Successfully processed and saved https://github.com/matrix-org/synapse to synapse.csv\n"
      ]
     },
     {
@@ -12087,8 +4685,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/google-deepmind/alphafold to github_repo_source_code/alphafold.txt\n"
+      "Successfully processed and saved https://github.com/google-deepmind/alphafold to alphafold.csv\n"
      ]
     },
     {
@@ -12102,8 +4699,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/dbcli/pgcli to github_repo_source_code/pgcli.txt\n"
+      "Successfully processed and saved https://github.com/dbcli/pgcli to pgcli.csv\n"
      ]
     },
     {
@@ -12117,8 +4713,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/python-pillow/Pillow to github_repo_source_code/Pillow.txt\n"
+      "Successfully processed and saved https://github.com/python-pillow/Pillow to Pillow.csv\n"
      ]
     },
     {
@@ -12132,8 +4727,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/BlinkDL/RWKV-LM to github_repo_source_code/RWKV-LM.txt\n"
+      "Successfully processed and saved https://github.com/BlinkDL/RWKV-LM to RWKV-LM.csv\n"
      ]
     },
     {
@@ -12147,8 +4741,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/allenai/allennlp to github_repo_source_code/allennlp.txt\n"
+      "Successfully processed and saved https://github.com/allenai/allennlp to allennlp.csv\n"
      ]
     },
     {
@@ -12162,8 +4755,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/LlamaFamily/Llama-Chinese to github_repo_source_code/Llama-Chinese.txt\n"
+      "Successfully processed and saved https://github.com/LlamaFamily/Llama-Chinese to Llama-Chinese.csv\n"
      ]
     },
     {
@@ -12177,8 +4769,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/smol-ai/developer to github_repo_source_code/developer.txt\n"
+      "Successfully processed and saved https://github.com/smol-ai/developer to developer.csv\n"
      ]
     },
     {
@@ -12192,8 +4783,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/janeczku/calibre-web to github_repo_source_code/calibre-web.txt\n"
+      "Successfully processed and saved https://github.com/janeczku/calibre-web to calibre-web.csv\n"
      ]
     },
     {
@@ -12207,8 +4797,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/Embedding/Chinese-Word-Vectors to github_repo_source_code/Chinese-Word-Vectors.txt\n"
+      "Successfully processed and saved https://github.com/Embedding/Chinese-Word-Vectors to Chinese-Word-Vectors.csv\n"
      ]
     },
     {
@@ -12222,8 +4811,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/cookiecutter/cookiecutter-django to github_repo_source_code/cookiecutter-django.txt\n"
+      "Successfully processed and saved https://github.com/cookiecutter/cookiecutter-django to cookiecutter-django.csv\n"
      ]
     },
     {
@@ -12237,8 +4825,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/rougier/numpy-100 to github_repo_source_code/numpy-100.txt\n"
+      "Successfully processed and saved https://github.com/rougier/numpy-100 to numpy-100.csv\n"
      ]
     },
     {
@@ -12252,12 +4839,96 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<class 'str'>\n",
-      "Successfully processed and saved https://github.com/zalandoresearch/fashion-mnist to github_repo_source_code/fashion-mnist.txt\n",
+      "Successfully processed and saved https://github.com/zalandoresearch/fashion-mnist to fashion-mnist.csv\n",
       "All repositories processed successfully.\n"
      ]
     }
    ],
+   "source": [
+    "# Directory to store CSV files\n",
+    "output_dir = \"github_repo_source_code\"\n",
+    "os.makedirs(output_dir, exist_ok=True)\n",
+    "\n",
+    "# Create a CSV file per GitHub repo\n",
+    "for url in github_urls:\n",
+    "    try:\n",
+    "        repo_name, concatenated_code = collect_source_code(url)\n",
+    "        csv_file_name = f\"{repo_name}.csv\"\n",
+    "        csv_file_path = os.path.join(output_dir, csv_file_name)\n",
+    "        with open(csv_file_path, 'w', newline='', encoding='utf-8') as csv_file:\n",
+    "            writer = csv.writer(csv_file)\n",
+    "            writer.writerow([concatenated_code])\n",
+    "        print(f\"Successfully processed and saved {url} to {csv_file_name}\")\n",
+    "    except Exception as e:\n",
+    "        print(f\"Error processing {url}: {e}\")\n",
+    "\n",
+    "print(\"All repositories processed successfully.\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "164f097f-1bb8-43ec-9d45-ce799b9dc254",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import subprocess\n",
+    "import csv\n",
+    "from pathlib import Path\n",
+    "import shutil\n",
+    "import requests\n",
+    "import os\n",
+    "import re\n",
+    "import pandas as pd\n",
+    "from urllib.parse import urlparse, quote\n",
+    "from urllib.parse import urlparse\n",
+    "\n",
+    "# Function to clone a GitHub repository and collect all source code into a single string\n",
+    "def collect_source_code(repo_url):\n",
+    "    # Extract the repo name from the URL\n",
+    "    repo_name = repo_url.rstrip('/').split('/')[-1]\n",
+    "    subprocess.run(['git', 'clone', repo_url], check=True)\n",
+    "    \n",
+    "    # Collect all source code files into a single string\n",
+    "    source_code = []\n",
+    "    for root, dirs, files in os.walk(repo_name):\n",
+    "        for file in files:\n",
+    "            # Filter for source code files only (adjust filters as needed)\n",
+    "            if file.endswith(('.py', '.js', '.java', '.cpp', '.c', '.h', '.html', '.css', '.ts', '.go', '.rb', '.php')):\n",
+    "                file_path = os.path.join(root, file)\n",
+    "                with open(file_path, 'r', errors='ignore') as f:\n",
+    "                    source_code.append(f.read())\n",
+    "                    \n",
+    "    # Join all source code files as one big string\n",
+    "    concatenated_code = \"\\n\".join(source_code)\n",
+    "    print(type(concatenated_code))\n",
+    "    \n",
+    "    # Delete the repo after extraction\n",
+    "    shutil.rmtree(repo_name)\n",
+    "    \n",
+    "    return repo_name, concatenated_code\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1b6b2733-8a26-4376-bfdf-85a8e5f27c22",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Replace this list with your own list of 300 URLs\n",
+    "#github_urls = ['https://github.com/public-apis/public-apis', 'https://github.com/donnemartin/system-design-primer', 'https://github.com/vinta/awesome-python', 'https://github.com/TheAlgorithms/Python', 'https://github.com/jackfrued/Python-100-Days', 'https://github.com/AUTOMATIC1111/stable-diffusion-webui', 'https://github.com/ytdl-org/youtube-dl', 'https://github.com/huggingface/transformers', 'https://github.com/521xueweihan/HelloGitHub', 'https://github.com/langchain-ai/langchain', 'https://github.com/nvbn/thefuck', 'https://github.com/pytorch/pytorch', 'https://github.com/django/django', 'https://github.com/tensorflow/models', 'https://github.com/yt-dlp/yt-dlp', 'https://github.com/tiangolo/fastapi', 'https://github.com/home-assistant/core', 'https://github.com/pallets/flask', 'https://github.com/fighting41love/funNLP', 'https://github.com/bregman-arie/devops-exercises', 'https://github.com/josephmisiti/awesome-machine-learning', 'https://github.com/ansible/ansible', 'https://github.com/keras-team/keras', 'https://github.com/openai/whisper', 'https://github.com/python/cpython', 'https://github.com/3b1b/manim', 'https://github.com/scikit-learn/scikit-learn', 'https://github.com/xtekky/gpt4free', 'https://github.com/binary-husky/gpt_academic', 'https://github.com/d2l-ai/d2l-zh', 'https://github.com/swisskyrepo/PayloadsAllTheThings', 'https://github.com/meta-llama/llama', 'https://github.com/localstack/localstack', 'https://github.com/zylon-ai/private-gpt', 'https://github.com/ageitgey/face_recognition', 'https://github.com/sherlock-project/sherlock', 'https://github.com/psf/requests', 'https://github.com/scrapy/scrapy', 'https://github.com/CorentinJ/Real-Time-Voice-Cloning', 'https://github.com/gpt-engineer-org/gpt-engineer', 'https://github.com/abi/screenshot-to-code', 'https://github.com/deepfakes/faceswap', 'https://github.com/soimort/you-get', 'https://github.com/OpenInterpreter/open-interpreter', 'https://github.com/xai-org/grok-1', 'https://github.com/commaai/openpilot', 'https://github.com/Textualize/rich', 'https://github.com/ultralytics/yolov5', 'https://github.com/minimaxir/big-list-of-naughty-strings', 'https://github.com/iperov/DeepFaceLab', 'https://github.com/charlax/professional-programming', 'https://github.com/Z4nzu/hackingtool', 'https://github.com/pandas-dev/pandas', 'https://github.com/isocpp/CppCoreGuidelines', 'https://github.com/geekan/MetaGPT', 'https://github.com/faif/python-patterns', 'https://github.com/THUDM/ChatGLM-6B', 'https://github.com/PaddlePaddle/PaddleOCR', 'https://github.com/apachecn/ailearning', 'https://github.com/hpcaitech/ColossalAI', 'https://github.com/chubin/cheat.sh', 'https://github.com/psf/black', 'https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap', 'https://github.com/google-research/bert', 'https://github.com/getsentry/sentry', 'https://github.com/oobabooga/text-generation-webui', 'https://github.com/LAION-AI/Open-Assistant', 'https://github.com/Stability-AI/stablediffusion', 'https://github.com/0voice/interview_internal_reference', 'https://github.com/gto76/python-cheatsheet', 'https://github.com/lllyasviel/Fooocus', 'https://github.com/XingangPan/DragGAN', 'https://github.com/satwikkansal/wtfpython', 'https://github.com/mingrammer/diagrams', 'https://github.com/odoo/odoo', 'https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']\n",
+    "github_urls = ['https://github.com/TencentARC/GFPGAN', 'https://github.com/apache/airflow', 'https://github.com/chenfei-wu/TaskMatrix', 'https://github.com/mitmproxy/mitmproxy', 'https://github.com/lm-sys/FastChat', 'https://github.com/comfyanonymous/ComfyUI', 'https://github.com/babysor/MockingBird', 'https://github.com/openai/gym', 'https://github.com/testerSunshine/12306', 'https://github.com/shadowsocks/shadowsocks', 'https://github.com/microsoft/DeepSpeed', 'https://github.com/XX-net/XX-Net', 'https://github.com/fxsjy/jieba', 'https://github.com/hankcs/HanLP', 'https://github.com/Asabeneh/30-Days-Of-Python', 'https://github.com/karpathy/nanoGPT', 'https://github.com/httpie/cli', 'https://github.com/streamlit/streamlit', 'https://github.com/ccxt/ccxt', 'https://github.com/run-llama/llama_index', 'https://github.com/ray-project/ray', 'https://github.com/certbot/certbot', 'https://github.com/sqlmapproject/sqlmap', 'https://github.com/geekcomputers/Python', 'https://github.com/huggingface/pytorch-image-models', 'https://github.com/coqui-ai/TTS', 'https://github.com/python-poetry/poetry', 'https://github.com/0xAX/linux-insides', 'https://github.com/facebookresearch/fairseq', 'https://github.com/gradio-app/gradio', 'https://github.com/yunjey/pytorch-tutorial', 'https://github.com/tatsu-lab/stanford_alpaca', 'https://github.com/explosion/spaCy', 'https://github.com/donnemartin/interactive-coding-challenges', 'https://github.com/facebookresearch/detectron2', 'https://github.com/Pythagora-io/gpt-pilot', 'https://github.com/google/jax', 'https://github.com/lllyasviel/ControlNet', 'https://github.com/acheong08/ChatGPT', 'https://github.com/open-mmlab/mmdetection', 'https://github.com/chatchat-space/Langchain-Chatchat', 'https://github.com/encode/django-rest-framework', 'https://github.com/tqdm/tqdm', 'https://github.com/Lightning-AI/pytorch-lightning', 'https://github.com/LC044/WeChatMsg', 'https://github.com/OWASP/CheatSheetSeries', 'https://github.com/donnemartin/data-science-ipython-notebooks', 'https://github.com/numpy/numpy', 'https://github.com/google/python-fire', 'https://github.com/xinntao/Real-ESRGAN', 'https://github.com/OpenBB-finance/OpenBBTerminal', 'https://github.com/facebookresearch/Detectron', 'https://github.com/freqtrade/freqtrade', 'https://github.com/StevenBlack/hosts', 'https://github.com/ycm-core/YouCompleteMe', 'https://github.com/spipm/Depix', 'https://github.com/zhayujie/chatgpt-on-wechat', 'https://github.com/littlecodersh/ItChat', 'https://github.com/nicolargo/glances', 'https://github.com/s0md3v/roop', 'https://github.com/getredash/redash', 'https://github.com/deezer/spleeter', 'https://github.com/Vision-CAIR/MiniGPT-4', 'https://github.com/python-telegram-bot/python-telegram-bot', 'https://github.com/pypa/pipenv', 'https://github.com/myshell-ai/OpenVoice', 'https://github.com/OpenDevin/OpenDevin', 'https://github.com/microsoft/cascadia-code', 'https://github.com/matterport/Mask_RCNN', 'https://github.com/tinygrad/tinygrad', 'https://github.com/svc-develop-team/so-vits-svc', 'https://github.com/RVC-Boss/GPT-SoVITS', 'https://github.com/jumpserver/jumpserver', 'https://github.com/locustio/locust', 'https://github.com/chubin/wttr.in', 'https://github.com/Textualize/textual', 'https://github.com/celery/celery', 'https://github.com/keon/algorithms', 'https://github.com/vnpy/vnpy', 'https://github.com/iperov/DeepFaceLive', 'https://github.com/ultralytics/ultralytics', 'https://github.com/eriklindernoren/ML-From-Scratch', 'https://github.com/microsoft/JARVIS', 'https://github.com/huggingface/diffusers', 'https://github.com/wangzheng0822/algo', 'https://github.com/mouredev/Hello-Python', 'https://github.com/Stability-AI/generative-models', 'https://github.com/sebastianruder/NLP-progress', 'https://github.com/JaidedAI/EasyOCR', 'https://github.com/kovidgoyal/kitty', 'https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix', 'https://github.com/HumanSignal/labelImg', 'https://github.com/d2l-ai/d2l-en', 'https://github.com/AtsushiSakai/PythonRobotics', 'https://github.com/pytorch/examples', 'https://github.com/cookiecutter/cookiecutter', 'https://github.com/tornadoweb/tornado', 'https://github.com/hiyouga/LLaMA-Factory', 'https://github.com/mindsdb/mindsdb', 'https://github.com/deepinsight/insightface', 'https://github.com/openai/gpt-2', 'https://github.com/luong-komorebi/Awesome-Linux-Software', 'https://github.com/WZMIAOMIAO/deep-learning-for-image-processing', 'https://github.com/drduh/macOS-Security-and-Privacy-Guide', 'https://github.com/openai/chatgpt-retrieval-plugin', 'https://github.com/plotly/dash', 'https://github.com/chriskiehl/Gooey', 'https://github.com/jhao104/proxy_pool', 'https://github.com/pyg-team/pytorch_geometric', 'https://github.com/saleor/saleor', 'https://github.com/zulip/zulip', 'https://github.com/jina-ai/jina', 'https://github.com/openai/openai-python', 'https://github.com/KurtBestor/Hitomi-Downloader', 'https://github.com/521xueweihan/GitHub520', 'https://github.com/ArchiveBox/ArchiveBox', 'https://github.com/facebookresearch/audiocraft', 'https://github.com/meta-llama/llama3', 'https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI', 'https://github.com/matplotlib/matplotlib', 'https://github.com/yoheinakajima/babyagi', 'https://github.com/Vonng/ddia', 'https://github.com/PromtEngineer/localGPT', 'https://github.com/vllm-project/vllm', 'https://github.com/ManimCommunity/manim', 'https://github.com/ungoogled-software/ungoogled-chromium', 'https://github.com/karpathy/minGPT', 'https://github.com/magenta/magenta', 'https://github.com/bokeh/bokeh', 'https://github.com/pydantic/pydantic', 'https://github.com/huggingface/datasets', 'https://github.com/microsoft/unilm', 'https://github.com/kholia/OSX-KVM', 'https://github.com/kovidgoyal/calibre', 'https://github.com/mkdocs/mkdocs', 'https://github.com/magic-wormhole/magic-wormhole', 'https://github.com/Delgan/loguru', 'https://github.com/lucidrains/vit-pytorch', 'https://github.com/nginx-proxy/nginx-proxy', 'https://github.com/recommenders-team/recommenders', 'https://github.com/RasaHQ/rasa', 'https://github.com/facebook/prophet', 'https://github.com/sanic-org/sanic', 'https://github.com/kaixindelele/ChatPaper', 'https://github.com/Jack-Cherish/python-spider', 'https://github.com/jantic/DeOldify', 'https://github.com/python/mypy', 'https://github.com/ymcui/Chinese-LLaMA-Alpaca', 'https://github.com/pyscript/pyscript', 'https://github.com/PostHog/posthog', 'https://github.com/mlflow/mlflow', 'https://github.com/spotify/luigi', 'https://github.com/wagtail/wagtail', 'https://github.com/Sanster/IOPaint', 'https://github.com/miloyip/game-programmer', 'https://github.com/joke2k/faker', 'https://github.com/mlc-ai/mlc-llm', 'https://github.com/Ciphey/Ciphey', 'https://github.com/quantopian/zipline', 'https://github.com/paperless-ngx/paperless-ngx', 'https://github.com/frappe/erpnext', 'https://github.com/stitionai/devika', 'https://github.com/rsms/inter', 'https://github.com/kivy/kivy', 'https://github.com/reflex-dev/reflex', 'https://github.com/onnx/onnx', 'https://github.com/reddit-archive/reddit', 'https://github.com/hpcaitech/Open-Sora', 'https://github.com/haotian-liu/LLaVA', 'https://github.com/chatanywhere/GPT_API_free', 'https://github.com/InstaPy/InstaPy', 'https://github.com/binux/pyspider', 'https://github.com/LiLittleCat/awesome-free-chatgpt', 'https://github.com/cool-RR/PySnooper', 'https://github.com/apple/ml-stable-diffusion', 'https://github.com/ipython/ipython', 'https://github.com/wilsonfreitas/awesome-quant', 'https://github.com/alievk/avatarify-python', 'https://github.com/Mikubill/sd-webui-controlnet', 'https://github.com/wting/autojump', 'https://github.com/trekhleb/learn-python', 'https://github.com/eriklindernoren/PyTorch-GAN', 'https://github.com/Kr1s77/awesome-python-login-model', 'https://github.com/twintproject/twint', 'https://github.com/THUDM/ChatGLM2-6B', 'https://github.com/wistbean/learn_python3_spider', 'https://github.com/mnielsen/neural-networks-and-deep-learning', 'https://github.com/pytorch/vision', 'https://github.com/h2y/Shadowrocket-ADBlock-Rules', 'https://github.com/OpenEthan/SMSBoom', 'https://github.com/openai/baselines', 'https://github.com/plotly/plotly.py', 'https://github.com/piskvorky/gensim', 'https://github.com/RunaCapital/awesome-oss-alternatives', 'https://github.com/meta-llama/codellama', 'https://github.com/pallets/click', 'https://github.com/spotDL/spotify-downloader', 'https://github.com/dgtlmoon/changedetection.io', 'https://github.com/Anjok07/ultimatevocalremovergui', 'https://github.com/netbox-community/netbox', 'https://github.com/mxrch/GHunt', 'https://github.com/ranger/ranger', 'https://github.com/tensorflow/tensor2tensor', 'https://github.com/aws/aws-cli', 'https://github.com/blakeblackshear/frigate', 'https://github.com/w-okada/voice-changer', 'https://github.com/GaiZhenbiao/ChuanhuChatGPT', 'https://github.com/PrefectHQ/prefect', 'https://github.com/jupyter/jupyter', 'https://github.com/facefusion/facefusion', 'https://github.com/danielgatis/rembg', 'https://github.com/borisdayma/dalle-mini', 'https://github.com/fabric/fabric', 'https://github.com/aio-libs/aiohttp', 'https://github.com/ddbourgin/numpy-ml', 'https://github.com/TransformerOptimus/SuperAGI', 'https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life', 'https://github.com/pyecharts/pyecharts', 'https://github.com/tiangolo/typer', 'https://github.com/Rapptz/discord.py', 'https://github.com/fauxpilot/fauxpilot', 'https://github.com/lra/mackup', 'https://github.com/apprenticeharper/DeDRM_tools', 'https://github.com/microsoft/qlib', 'https://github.com/networkx/networkx', 'https://github.com/powerline/powerline', 'https://github.com/arc53/DocsGPT', 'https://github.com/Python-World/python-mini-projects', 'https://github.com/airbytehq/airbyte', 'https://github.com/aleju/imgaug', 'https://github.com/roboflow/supervision', 'https://github.com/pjialin/py12306', 'https://github.com/hindupuravinash/the-gan-zoo', 'https://github.com/unifyai/ivy', 'https://github.com/openai/evals', 'https://github.com/horovod/horovod', 'https://github.com/huggingface/peft', 'https://github.com/NVlabs/stylegan', 'https://github.com/tgbot-collection/YYeTsBot', 'https://github.com/gunthercox/ChatterBot', 'https://github.com/UKPLab/sentence-transformers', 'https://github.com/saltstack/salt', 'https://github.com/wangshub/wechat_jump_game', 'https://github.com/youfou/wxpy', 'https://github.com/microsoft/nni', 'https://github.com/deepset-ai/haystack', 'https://github.com/codelucas/newspaper', 'https://github.com/joaomdmoura/crewAI', 'https://github.com/google/yapf', 'https://github.com/psf/requests-html', 'https://github.com/flairNLP/flair', 'https://github.com/sczhou/CodeFormer', 'https://github.com/shengqiangzhang/examples-of-web-crawlers', 'https://github.com/davidsandberg/facenet', 'https://github.com/NanmiCoder/MediaCrawler', 'https://github.com/ansible/awx', 'https://github.com/albumentations-team/albumentations', 'https://github.com/programthink/zhao', 'https://github.com/mail-in-a-box/mailinabox', 'https://github.com/sivel/speedtest-cli', 'https://github.com/searx/searx', 'https://github.com/ShangtongZhang/reinforcement-learning-an-introduction', 'https://github.com/iterative/dvc', 'https://github.com/PySimpleGUI/PySimpleGUI', 'https://github.com/mementum/backtrader', 'https://github.com/tiangolo/sqlmodel', 'https://github.com/nltk/nltk', 'https://github.com/dmlc/dgl', 'https://github.com/microsoft/Swin-Transformer', 'https://github.com/jindongwang/transferlearning', 'https://github.com/facebookresearch/detr', 'https://github.com/idank/explainshell', 'https://github.com/s0md3v/XSStrike', 'https://github.com/fortra/impacket', 'https://github.com/MetaCubeX/mihomo', 'https://github.com/wifiphisher/wifiphisher', 'https://github.com/jaakkopasanen/AutoEq', 'https://github.com/waditu/tushare', 'https://github.com/edgedb/edgedb', 'https://github.com/bloomberg/memray', 'https://github.com/ethereum/EIPs', 'https://github.com/PaddlePaddle/PaddleHub', 'https://github.com/scipy/scipy', 'https://github.com/chroma-core/chroma', 'https://github.com/sympy/sympy', 'https://github.com/beetbox/beets', 'https://github.com/postmanlabs/httpbin', 'https://github.com/labelmeai/labelme', 'https://github.com/SFTtech/openage', 'https://github.com/encode/httpx', 'https://github.com/redis/redis-py', 'https://github.com/getpelican/pelican', 'https://github.com/THUDM/ChatGLM3', 'https://github.com/jina-ai/clip-as-service', 'https://github.com/donnemartin/awesome-aws', 'https://github.com/microsoft/pyright', 'https://github.com/pre-commit/pre-commit', 'https://github.com/PaddlePaddle/PaddleDetection', 'https://github.com/ocrmypdf/OCRmyPDF', 'https://github.com/lss233/chatgpt-mirai-qq-bot', 'https://github.com/ydataai/ydata-profiling', 'https://github.com/dask/dask', 'https://github.com/mwaskom/seaborn', 'https://github.com/ranaroussi/yfinance', 'https://github.com/tonybeltramelli/pix2code', 'https://github.com/threat9/routersploit', 'https://github.com/Miserlou/Zappa', 'https://github.com/alexjc/neural-enhance', 'https://github.com/Zulko/moviepy', 'https://github.com/meolu/walle-web', 'https://github.com/OpenMOSS/MOSS', 'https://github.com/smicallef/spiderfoot', 'https://github.com/matrix-org/synapse', 'https://github.com/google-deepmind/alphafold', 'https://github.com/dbcli/pgcli', 'https://github.com/python-pillow/Pillow', 'https://github.com/BlinkDL/RWKV-LM', 'https://github.com/allenai/allennlp', 'https://github.com/LlamaFamily/Llama-Chinese', 'https://github.com/smol-ai/developer', 'https://github.com/janeczku/calibre-web', 'https://github.com/Embedding/Chinese-Word-Vectors', 'https://github.com/cookiecutter/cookiecutter-django', 'https://github.com/rougier/numpy-100', 'https://github.com/zalandoresearch/fashion-mnist']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "220d9f1f-de7c-4de6-a4d5-605cbda7875b",
+   "metadata": {},
+   "outputs": [],
    "source": [
     "# Directory to store CSV files\n",
     "output_dir = \"github_repo_source_code\"\n",
@@ -12276,13 +4947,119 @@
     "print(\"All repositories processed successfully.\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "fbd2313a",
+   "metadata": {},
+   "source": [
+    "# HNSWLIB Context Generation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0d5b4c52",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install hnswlib sentence_transformers langchain_text_splitters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "905a519a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import hnswlib\n",
+    "import numpy as np\n",
+    "\n",
+    "def get_context(sentences, embeds, question_embed):\n",
+    "    dim = embeds.shape[1]\n",
+    "    num_elements = embeds.shape[0]\n",
+    "\n",
+    "    # Generating sample data\n",
+    "    data = embeds\n",
+    "    ids = np.arange(num_elements)\n",
+    "\n",
+    "    # Declaring index\n",
+    "    p = hnswlib.Index(space = 'cosine', dim = dim) # possible options are l2, cosine or ip\n",
+    "\n",
+    "    # Initializing index - the maximum number of elements should be known beforehand\n",
+    "    p.init_index(max_elements = num_elements, ef_construction = 200, M = 16)\n",
+    "\n",
+    "    # Element insertion (can be called several times):\n",
+    "    p.add_items(data, ids)\n",
+    "\n",
+    "    # Controlling the recall by setting ef:\n",
+    "    p.set_ef(50) # ef should always be > k\n",
+    "\n",
+    "    # Query dataset, k - number of the closest elements (returns 2 numpy arrays)\n",
+    "    labels, distances = p.knn_query(question_embed, k = 4)\n",
+    "\n",
+    "    return \"\".join([sentences[index] for index in labels[0]])"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8991eb78-8a11-4bf7-9de1-5a8bb36a8686",
+   "id": "32c04ca1",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "from sentence_transformers import SentenceTransformer\n",
+    "from langchain_text_splitters import RecursiveCharacterTextSplitter\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "import pickle\n",
+    "\n",
+    "text_splitter = RecursiveCharacterTextSplitter(\n",
+    "    # Set a really small chunk size, just to show.\n",
+    "    chunk_size=1000,\n",
+    "    chunk_overlap=100\n",
+    ")\n",
+    "\n",
+    "model = SentenceTransformer('sentence-transformers/all-mpnet-base-v2')\n",
+    "\n",
+    "root_dir = \"/content/\"\n",
+    "context_root_dir = \"/content/drive/MyDrive/github_repo_source_code/\"\n",
+    "readme_root_dir = \"/content/drive/MyDrive/output_csv_files/\"\n",
+    "\n",
+    "with open('./repo_urls.pickle', 'rb') as f:\n",
+    "    repo_name_list = pickle.load(f)\n",
+    "\n",
+    "new_rows = []\n",
+    "for repo in repo_name_list:\n",
+    "    repo_name = repo.split(\"/\")[-1]\n",
+    "    file1 = repo_name +\".txt\"\n",
+    "    with open(os.path.join(context_root_dir, file1)) as f:\n",
+    "        data = f.read()\n",
+    "    sentences = text_splitter.split_text(data)\n",
+    "    embeddings = model.encode(sentences)\n",
+    "    print(embeddings.shape)\n",
+    "\n",
+    "    file2 = repo_name +\".csv\"\n",
+    "    df2 = pd.read_csv(os.path.join(readme_root_dir, file2))\n",
+    "    for i, row in df2.iterrows():\n",
+    "        title = row[\"Title\"]\n",
+    "        content = row[\"Content\"]\n",
+    "        if \"?\" in title:\n",
+    "            question = f\"In context to the project {repo_name}, answer the following. \" + title\n",
+    "            question_embedding = model.encode([question])\n",
+    "            context = get_context(sentences, embeddings, question_embedding)\n",
+    "            new_row  = {\"Question\": question, \"Context\": context, \"Answer\": content, \"Repo Url\": repo, \"Repo\": repo_name}\n",
+    "            new_rows.append(new_row)\n",
+    "        else:\n",
+    "            question = f\"Provide the README content for the section with heading \\\"{title}\\\" starting with ## {title}.\"\n",
+    "            question_embedding = model.encode([question])\n",
+    "            context = get_context(sentences, embeddings, question_embedding)\n",
+    "            new_row  = {\"Question\": question, \"Context\": context, \"Answer\": content, \"Repo Url\": repo, \"Repo\": repo_name}\n",
+    "            new_rows.append(new_row)\n",
+    "print(len(new_rows))\n",
+    "df3 = pd.DataFrame(new_rows, index=None)\n",
+    "df3.to_csv(os.path.join(root_dir, \"readme_qa.csv\"))"
+   ]
   }
  ],
  "metadata": {