diff --git a/blt/settings.py b/blt/settings.py
index dfeb113f8..05f44c6c3 100644
--- a/blt/settings.py
+++ b/blt/settings.py
@@ -625,6 +625,7 @@
         "BACKEND": "channels_redis.core.RedisChannelLayer",
         "CONFIG": {
             "hosts": [os.environ.get("REDISCLOUD_URL")],
+            # "hosts": [("127.0.0.1", 6379)],
         },
     },
 }
diff --git a/poetry.lock b/poetry.lock
index fff55cf14..6b8b2bcb3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -500,116 +500,103 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
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+    {file = "kiwisolver-1.4.8-cp313-cp313-win_arm64.whl", hash = "sha256:3cd3bc628b25f74aedc6d374d5babf0166a92ff1317f46267f12d2ed54bc1d30"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:370fd2df41660ed4e26b8c9d6bbcad668fbe2560462cba151a721d49e5b6628c"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:84a2f830d42707de1d191b9490ac186bf7997a9495d4e9072210a1296345f7dc"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:7a3ad337add5148cf51ce0b55642dc551c0b9d6248458a757f98796ca7348712"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7506488470f41169b86d8c9aeff587293f530a23a23a49d6bc64dab66bedc71e"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f0121b07b356a22fb0414cec4666bbe36fd6d0d759db3d37228f496ed67c880"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d6d6bd87df62c27d4185de7c511c6248040afae67028a8a22012b010bc7ad062"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:291331973c64bb9cce50bbe871fb2e675c4331dab4f31abe89f175ad7679a4d7"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:893f5525bb92d3d735878ec00f781b2de998333659507d29ea4466208df37bed"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:b47a465040146981dc9db8647981b8cb96366fbc8d452b031e4f8fdffec3f26d"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:99cea8b9dd34ff80c521aef46a1dddb0dcc0283cf18bde6d756f1e6f31772165"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:151dffc4865e5fe6dafce5480fab84f950d14566c480c08a53c663a0020504b6"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:577facaa411c10421314598b50413aa1ebcf5126f704f1e5d72d7e4e9f020d90"},
+    {file = "kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:be4816dc51c8a471749d664161b434912eee82f2ea66bd7628bd14583a833e85"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:e7a019419b7b510f0f7c9dceff8c5eae2392037eae483a7f9162625233802b0a"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:286b18e86682fd2217a48fc6be6b0f20c1d0ed10958d8dc53453ad58d7be0bf8"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4191ee8dfd0be1c3666ccbac178c5a05d5f8d689bbe3fc92f3c4abec817f8fe0"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7cd2785b9391f2873ad46088ed7599a6a71e762e1ea33e87514b1a441ed1da1c"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c07b29089b7ba090b6f1a669f1411f27221c3662b3a1b7010e67b59bb5a6f10b"},
+    {file = "kiwisolver-1.4.8-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:65ea09a5a3faadd59c2ce96dc7bf0f364986a315949dc6374f04396b0d60e09b"},
+    {file = "kiwisolver-1.4.8.tar.gz", hash = "sha256:23d5f023bdc8c7e54eb65f03ca5d5bb25b601eac4d7f1a042888a1f45237987e"},
 ]
 
 [[package]]
@@ -4630,17 +4551,6 @@ files = [
 [package.extras]
 optional = ["SQLAlchemy (>=1.4,<3)", "aiodns (>1.0)", "aiohttp (>=3.7.3,<4)", "boto3 (<=2)", "websocket-client (>=1,<2)", "websockets (>=9.1,<15)"]
 
-[[package]]
-name = "smmap"
-version = "5.0.1"
-description = "A pure Python implementation of a sliding window memory map manager"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"},
-    {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
-]
-
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -4936,13 +4846,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "trio"
-version = "0.27.0"
+version = "0.28.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "trio-0.27.0-py3-none-any.whl", hash = "sha256:68eabbcf8f457d925df62da780eff15ff5dc68fd6b367e2dde59f7aaf2a0b884"},
-    {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
+    {file = "trio-0.28.0-py3-none-any.whl", hash = "sha256:56d58977acc1635735a96581ec70513cc781b8b6decd299c487d3be2a721cd94"},
+    {file = "trio-0.28.0.tar.gz", hash = "sha256:4e547896fe9e8a5658e54e4c7c5fa1db748cbbbaa7c965e7d40505b928c73c05"},
 ]
 
 [package.dependencies]
@@ -5581,4 +5491,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.2"
-content-hash = "4062c5024e6472379be149250c7a5a2f420c30664d663d23e3aab0fcf9256a11"
+content-hash = "9bebbaf90dfa2246c9b3460139b5fa390f48fdd8bd5adaa96b61e35f969e9211"
diff --git a/pyproject.toml b/pyproject.toml
index 0308ca31d..73ca0d179 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ django-redis = "^5.4.0"
 uvicorn = "^0.34.0"
 channels = "^4.2.0"
 channels-redis = "^4.2.1"
-gitpython = "^3.1.43"
+async-timeout = "^5.0.1"
 
 [tool.poetry.group.dev.dependencies]
 black = "^24.8.0"
diff --git a/website/consumers.py b/website/consumers.py
index 30d5eed86..517544290 100644
--- a/website/consumers.py
+++ b/website/consumers.py
@@ -2,11 +2,12 @@
 import difflib
 import json
 import os
-import subprocess
 import tempfile
+import zipfile
+from pathlib import Path
 
+import aiohttp
 from channels.generic.websocket import AsyncWebsocketConsumer
-from git import Repo
 
 from website.utils import (
     compare_model_fields,
@@ -14,6 +15,7 @@
     extract_django_models,
     extract_function_signatures_and_content,
     generate_embedding,
+    git_url_to_zip_url,
 )
 
 
@@ -46,6 +48,8 @@ async def receive(self, text_data):
         type2 = data.get("type2")  # 'github' or 'zip'
         repo1 = data.get("repo1")  # GitHub URL or ZIP file path
         repo2 = data.get("repo2")  # GitHub URL or ZIP file path
+        branch1 = data.get("branch1")  # Branch name for the first repository
+        branch2 = data.get("branch2")  # Branch name for the second repository
 
         if not repo1 or not repo2 or not type1 or not type2:
             await self.send(
@@ -58,12 +62,14 @@ async def receive(self, text_data):
             return
 
         try:
-            # Create a temporary directory for repository processing
             temp_dir = tempfile.mkdtemp()
 
             # Download or extract the repositories
-            repo1_path = await self.download_or_extract(repo1, type1, temp_dir, "repo1")
-            repo2_path = await self.download_or_extract(repo2, type2, temp_dir, "repo2")
+
+            zip_repo1 = git_url_to_zip_url(repo1, branch1)
+            zip_repo2 = git_url_to_zip_url(repo2, branch2)
+            repo1_path = await self.download_or_extract(zip_repo1, type1, temp_dir, "repo1")
+            repo2_path = await self.download_or_extract(zip_repo2, type2, temp_dir, "repo2")
 
             # Process similarity analysis
             matching_details = await self.run_similarity_analysis(repo1_path, repo2_path)
@@ -88,7 +94,10 @@ async def receive(self, text_data):
             # Handle unexpected errors and send an error message
             await self.send(
                 json.dumps(
-                    {"status": "error", "error": "Please check the repositories and try again."}
+                    {
+                        "status": "error",
+                        "error": "Please check the repositories/branches and try again.",
+                    }
                 )
             )
             await self.close()
@@ -125,29 +134,62 @@ async def download_or_extract(self, source, source_type, temp_dir, repo_name):
         """
         dest_path = os.path.join(temp_dir, repo_name)
         if source_type == "github":
-            try:
-                # Clone the GitHub repository
-                process = await self.clone_github_repo(source, dest_path)
-                return dest_path
-            except subprocess.CalledProcessError as e:
-                # Handle errors during the cloning process
-                raise Exception(f"Error cloning GitHub repository: {e.stderr.decode('utf-8')}")
-            except Exception as e:
-                # General error handling for unexpected issues
-                raise Exception(f"Unexpected error during GitHub cloning: {str(e)}")
+            repo_path = await self.download_and_extract_zip(source, temp_dir, repo_name)
+            return repo_path
 
         elif source_type == "zip":
-            # Handle ZIP extraction (Add your ZIP handling logic here)
-            pass
+            # Assume `repo_url_or_path` is a direct path to a ZIP file
+            repo_path = await self.extract_zip(source, temp_dir, repo_name)
+            return repo_path
 
         return dest_path
 
-    async def clone_github_repo(self, repo_url, dest_path):
+    async def download_and_extract_zip(self, zip_url, temp_dir, repo_name):
+        """
+        Downloads and extracts a ZIP file from a URL.
+        """
+        try:
+            async with aiohttp.ClientSession() as session:
+                async with session.get(zip_url) as response:
+                    if response.status != 200:
+                        raise Exception(
+                            f"Failed to download ZIP file. Status code: {response.status}"
+                        )
+
+                    # Extract the ZIP file
+                    zip_file_path = Path(temp_dir) / f"{repo_name}.zip"
+                    with open(zip_file_path, "wb") as zip_file:
+                        zip_data = await response.read()
+                        zip_file.write(zip_data)
+
+                    # Extract to a directory
+                    extraction_path = Path(temp_dir) / repo_name
+                    try:
+                        with zipfile.ZipFile(zip_file_path, "r") as zip_ref:
+                            zip_ref.extractall(extraction_path)
+                    except zipfile.BadZipFile as e:
+                        raise Exception(f"Failed to extract ZIP file: {e}")
+
+                    return str(extraction_path)
+        except Exception as e:
+            raise
+
+    async def extract_zip(self, zip_file_path, temp_dir, repo_name):
         """
-        Clones a GitHub repository asynchronously.
+        Extracts a local ZIP file.
+
+        Args:
+            zip_file_path (str): Path to the local ZIP file.
+            temp_dir (str): Temporary directory to store files.
+            repo_name (str): Repository identifier.
+
+        Returns:
+            str: Path to the extracted contents.
         """
-        loop = asyncio.get_event_loop()
-        await loop.run_in_executor(None, Repo.clone_from, repo_url, dest_path)
+        extraction_path = Path(temp_dir) / repo_name
+        with zipfile.ZipFile(zip_file_path, "r") as zip_ref:
+            zip_ref.extractall(extraction_path)
+        return str(extraction_path)
 
     def process_similarity_analysis(self, repo1_path, repo2_path):
         """
diff --git a/website/templates/similarity.html b/website/templates/similarity.html
index 3eba92554..794e5451f 100644
--- a/website/templates/similarity.html
+++ b/website/templates/similarity.html
@@ -127,6 +127,14 @@ <h1>Similarity Check</h1>
                         <option value="github">GitHub</option>
                     </select>
                 </div>
+                <div>
+                    <input id="branch1"
+                           name="branch1"
+                           type="text"
+                           placeholder="Enter the branch name"
+                           class="border border-gray-300 p-2 rounded-md w-full"
+                           required>
+                </div>
             </div>
             <div class="flex gap-4 mt-4">
                 <div>
@@ -144,6 +152,14 @@ <h1>Similarity Check</h1>
                         <option value="github">GitHub</option>
                     </select>
                 </div>
+                <div>
+                    <input id="branch2"
+                           name="branch2"
+                           type="text"
+                           placeholder="Enter the branch name"
+                           class="border border-gray-300 p-2 rounded-md w-full"
+                           required>
+                </div>
             </div>
             <button type="button" id="fetchReports" class="btn">Fetch Reports</button>
             <button type="button" id="cancelRequest" class="btn">Cancel</button>
@@ -237,8 +253,12 @@ <h2>Results</h2>
 
             const repo1 = document.getElementById("repo1").value;
             const type1 = document.getElementById("type1").value;
+            const branch1 = document.getElementById("branch1").value;
+
             const repo2 = document.getElementById("repo2").value;
             const type2 = document.getElementById("type2").value;
+            const branch2 = document.getElementById("branch2").value;
+
 
             // Validate input
             if (!repo1 || !repo2) {
@@ -257,7 +277,10 @@ <h2>Results</h2>
                     repo1: repo1,
                     type1: type1,
                     repo2: repo2,
-                    type2: type2
+                    type2: type2,
+                    branch1: branch1,   
+                    branch2: branch2
+
                 }));
             } catch (error) {
 
diff --git a/website/utils.py b/website/utils.py
index 3f7964cd7..527a7d2a8 100644
--- a/website/utils.py
+++ b/website/utils.py
@@ -469,3 +469,12 @@ def compare_model_fields(model1, model2):
         "field_comparison_details": field_comparison_details,
         "overall_field_similarity": round(overall_field_similarity, 2),
     }
+
+
+def git_url_to_zip_url(git_url, branch="master"):
+    if git_url.endswith(".git"):
+        base_url = git_url[:-4]
+        zip_url = f"{base_url}/archive/refs/heads/{branch}.zip"
+        return zip_url
+    else:
+        raise ValueError("Invalid .git URL provided")