Docs tencent pages update (#14879)

- updated `Tencent` provider page: added a chat model and document loader references; company description - updated Chat model and Document loader pages with descriptions, links - renamed files to consistent formats; redirected file names Note: I was getting this linting error on code that **was not changed in my PR**! > Error: docs/docs/guides/safety/hugging_face_prompt_injection.ipynb:1:1: I001 Import block is un-sorted or un-formatted > make: *** [Makefile:47: lint_package] Error 1 I've fixed this error in the notebook
langchain-ai · Dec 19, 2023 · 2861766 · 2861766
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diff --git a/docs/docs/guides/safety/hugging_face_prompt_injection.ipynb b/docs/docs/guides/safety/hugging_face_prompt_injection.ipynb
@@ -49,8 +49,8 @@
    },
    "outputs": [],
    "source": [
-    "from transformers import pipeline, AutoTokenizer\n",
     "from optimum.onnxruntime import ORTModelForSequenceClassification\n",
+    "from transformers import AutoTokenizer, pipeline\n",
     "\n",
     "# Using https://huggingface.co/laiyer/deberta-v3-base-prompt-injection\n",
     "model_path = \"laiyer/deberta-v3-base-prompt-injection\"\n",

diff --git a/docs/docs/integrations/chat/hunyuan.ipynb → ...s/integrations/chat/tencent_hunyuan.ipynb b/docs/docs/integrations/chat/hunyuan.ipynb → ...s/integrations/chat/tencent_hunyuan.ipynb
@@ -13,9 +13,16 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# ChatHunyuan\n",
+    "# Tencent Hunyuan\n",
     "\n",
-    "Hunyuan chat model API by Tencent. For more information, see [https://cloud.tencent.com/document/product/1729](https://cloud.tencent.com/document/product/1729)"
+    ">[Tencent's hybrid model API](https://cloud.tencent.com/document/product/1729) (`Hunyuan API`) \n",
+    "> implements dialogue communication, content generation, \n",
+    "> analysis and understanding, and can be widely used in various scenarios such as intelligent \n",
+    "> customer service, intelligent marketing, role playing, advertising copywriting, product description,\n",
+    "> script creation, resume generation, article writing, code generation, data analysis, and content\n",
+    "> analysis.\n",
+    "\n",
+    "See for [more information](https://cloud.tencent.com/document/product/1729)."
    ]
   },
   {
@@ -85,7 +92,10 @@
   {
    "cell_type": "markdown",
    "metadata": {
-    "collapsed": false
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
    },
    "source": [
     "## For ChatHunyuan with Streaming"
@@ -99,7 +109,10 @@
      "end_time": "2023-10-19T10:20:41.507720Z",
      "start_time": "2023-10-19T10:20:41.496456Z"
     },
-    "collapsed": false
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
    },
    "outputs": [],
    "source": [
@@ -119,7 +132,10 @@
      "end_time": "2023-10-19T10:20:46.275673Z",
      "start_time": "2023-10-19T10:20:44.241097Z"
     },
-    "collapsed": false
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
    },
    "outputs": [
     {
@@ -150,7 +166,10 @@
     "ExecuteTime": {
      "start_time": "2023-10-19T10:19:56.233477Z"
     },
-    "collapsed": false
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
    },
    "outputs": [],
    "source": []
@@ -172,10 +191,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.4"
-  },
-  "orig_nbformat": 4
+   "version": "3.10.12"
+  }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/docs/docs/integrations/document_loaders/tencent_cos_directory.ipynb b/docs/docs/integrations/document_loaders/tencent_cos_directory.ipynb
@@ -7,6 +7,15 @@
    "source": [
     "# Tencent COS Directory\n",
     "\n",
+    ">[Tencent Cloud Object Storage (COS)](https://www.tencentcloud.com/products/cos) is a distributed \n",
+    "> storage service that enables you to store any amount of data from anywhere via HTTP/HTTPS protocols. \n",
+    "> `COS` has no restrictions on data structure or format. It also has no bucket size limit and \n",
+    "> partition management, making it suitable for virtually any use case, such as data delivery, \n",
+    "> data processing, and data lakes. `COS` provides a web-based console, multi-language SDKs and APIs, \n",
+    "> command line tool, and graphical tools. It works well with Amazon S3 APIs, allowing you to quickly \n",
+    "> access community tools and plugins.\n",
+    "\n",
+    "\n",
     "This covers how to load document objects from a `Tencent COS Directory`."
    ]
   },
@@ -108,7 +117,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,

diff --git a/docs/docs/integrations/document_loaders/tencent_cos_file.ipynb b/docs/docs/integrations/document_loaders/tencent_cos_file.ipynb
@@ -7,6 +7,14 @@
    "source": [
     "# Tencent COS File\n",
     "\n",
+    ">[Tencent Cloud Object Storage (COS)](https://www.tencentcloud.com/products/cos) is a distributed \n",
+    "> storage service that enables you to store any amount of data from anywhere via HTTP/HTTPS protocols. \n",
+    "> `COS` has no restrictions on data structure or format. It also has no bucket size limit and \n",
+    "> partition management, making it suitable for virtually any use case, such as data delivery, \n",
+    "> data processing, and data lakes. `COS` provides a web-based console, multi-language SDKs and APIs, \n",
+    "> command line tool, and graphical tools. It works well with Amazon S3 APIs, allowing you to quickly \n",
+    "> access community tools and plugins.\n",
+    "\n",
     "This covers how to load document object from a `Tencent COS File`."
    ]
   },
@@ -83,7 +91,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,

diff --git a/docs/docs/integrations/providers/tencent.mdx b/docs/docs/integrations/providers/tencent.mdx
@@ -0,0 +1,82 @@
+# Tencent
+
+>[Tencent Holdings Ltd. (Wikipedia)](https://en.wikipedia.org/wiki/Tencent) (Chinese: 腾讯; pinyin: Téngxùn) 
+> is a Chinese multinational technology conglomerate and holding company headquartered 
+> in Shenzhen. `Tencent` is one of the highest grossing multimedia companies in the 
+> world based on revenue. It is also the world's largest company in the video game industry
+> based on its equity investments.
+ 
+
+## Chat model 
+
+>[Tencent's hybrid model API](https://cloud.tencent.com/document/product/1729) (`Hunyuan API`) 
+> implements dialogue communication, content generation, 
+> analysis and understanding, and can be widely used in various scenarios such as intelligent 
+> customer service, intelligent marketing, role playing, advertising, copyrighting, product description,
+> script creation, resume generation, article writing, code generation, data analysis, and content
+> analysis.
+
+
+For more information, see [this notebook](/docs/integrations/chat/tencent_hunyuan)
+
+```python
+from langchain.chat_models import ChatHunyuan
+```
+
+## Vector Store
+
+>[Tencent Cloud VectorDB](https://www.tencentcloud.com/products/vdb) is a fully managed, 
+> self-developed enterprise-level distributed database service
+>dedicated to storing, retrieving, and analyzing multidimensional vector data. The database supports a variety of index
+>types and similarity calculation methods, and a single index supports 1 billion vectors, millions of QPS, and
+>millisecond query latency. `Tencent Cloud Vector Database` can not only provide an external knowledge base for large
+>models and improve the accuracy of large models' answers, but also be widely used in AI fields such as
+>recommendation systems, NLP services, computer vision, and intelligent customer service.
+
+Install the Python SDK:
+
+```bash
+pip install tcvectordb
+```
+
+For more information, see [this notebook](/docs/integrations/vectorstores/tencentvectordb)
+
+```python
+from langchain.vectorstores import TencentVectorDB
+```
+
+## Document Loaders
+
+### Tencent COS
+
+>[Tencent Cloud Object Storage (COS)](https://www.tencentcloud.com/products/cos) is a distributed 
+> storage service that enables you to store any amount of data from anywhere via HTTP/HTTPS protocols. 
+> `COS` has no restrictions on data structure or format. It also has no bucket size limit and 
+> partition management, making it suitable for virtually any use case, such as data delivery, 
+> data processing, and data lakes. COS provides a web-based console, multi-language SDKs and APIs, 
+> command line tool, and graphical tools. It works well with Amazon S3 APIs, allowing you to quickly 
+> access community tools and plugins.
+
+Install the Python SDK:
+
+```bash
+pip install cos-python-sdk-v5
+```
+
+#### Tencent COS Directory
+
+For more information, see [this notebook](/docs/integrations/document_loaders/tencent_cos_directory)
+
+```python
+from langchain.document_loaders import TencentCOSDirectoryLoader
+from qcloud_cos import CosConfig
+```
+
+#### Tencent COS File
+
+For more information, see [this notebook](/docs/integrations/document_loaders/tencent_cos_file)
+
+```python
+from langchain.document_loaders import TencentCOSFileLoader
+from qcloud_cos import CosConfig
+```
diff --git a/docs/docs/integrations/providers/tencentvectordb.mdx b/docs/docs/integrations/providers/tencentvectordb.mdx
diff --git a/docs/vercel.json b/docs/vercel.json
@@ -1,5 +1,13 @@
 {
   "redirects": [
+    {
+      "source": "/docs/integrations/providers/tencentvectordb",
+      "destination": "/docs/integrations/providers/tencent"
+    },
+    {
+      "source": "/docs/integrations/chat/hunyuan",
+      "destination": "/docs/integrations/chat/tencent_hunyuan"
+    },
     {
       "source": "/docs/integrations/providers/aws_dynamodb",
       "destination": "/docs/integrations/platforms/aws#aws-dynamodb"