Sweep: Generate documentation for bot_ConversationalRetrievalChain

[gpilleux]

Checklist

• [X] I added a very descriptive title to this issue.
• [X] I included a link to the documentation page I am referring to (if applicable).

  Feature request:

  The file to be modified is located at: https://github.com/gpilleux/langchain/blob/master/libs/langchain/langchain/chains/conversational_retrieval/bot_ConversationalRetrievalChain.py

Understand the script and please generate a documentation of the file.

Checklist

- [X] Create `libs/langchain/langchain/chains/conversational_retrieval/README.md` ✓ https://github.com/gpilleux/langchain/commit/79dd793c866eeef9127c5e0d09f8d7a6c8962ab2 [Edit](https://github.com/gpilleux/langchain/edit/sweep/generate_documentation_for_bot_conversat/libs/langchain/langchain/chains/conversational_retrieval/README.md) - [X] Running GitHub Actions for `libs/langchain/langchain/chains/conversational_retrieval/README.md` ✓ [Edit](https://github.com/gpilleux/langchain/edit/sweep/generate_documentation_for_bot_conversat/libs/langchain/langchain/chains/conversational_retrieval/README.md)

[sweep-ai[bot]]

🚀 Here's the PR! #7

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Actions (click)

• [ ] ↻ Restart Sweep

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Step 1: 🔎 Searching

I found the following snippets in your repository. I will now analyze these snippets and come up with a plan.

Some code snippets I think are relevant in decreasing order of relevance (click to expand). If some file is missing from here, you can mention the path in the ticket description.

https://github.com/gpilleux/langchain/blob/a6d6f48c809fa7868f6b42a58eb3283b8f02e336/libs/langchain/langchain/chains/conversational_retrieval/bot_ConversationalRetrievalChain.py#L1-L178

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Step 2: ⌨️ Coding

• [X] Create libs/langchain/langchain/chains/conversational_retrieval/README.md ✓ https://github.com/gpilleux/langchain/commit/79dd793c866eeef9127c5e0d09f8d7a6c8962ab2 Edit

  Create libs/langchain/langchain/chains/conversational_retrieval/README.md with contents:
  • Create a new Markdown file named `README.md` in the `libs/langchain/langchain/chains/conversational_retrieval/` directory.
  • Begin the documentation with a header titled "Documentation for bot_ConversationalRetrievalChain.py".
  • Add a brief overview section that explains the script's purpose, which is to facilitate conversational retrieval by interacting with a PostgreSQL database, loading documents, creating vector stores, and handling chatbot conversations.
  • For each function in `bot_ConversationalRetrievalChain.py` (e.g., `create_faq_vectorstore`, `create_vector_store`, `get_conversation`, `format_chat_history`, `get_chatbot_chain`, `main`), add a subsection with the following structure: - Function name as a subheader. - A brief description of what the function does. - A list of parameters and their types. - The expected return value and type, if applicable. - Any additional notes or examples on using the function.
  • Include a section on how to set up and run the script, referencing the `.env` file for environment variables and the command-line arguments (`-c`, `--conv_id`, `-m`, `--msg`).
  • Optionally, add a section on potential enhancements or common issues to provide additional context for future developers or users.

• [X] Running GitHub Actions for libs/langchain/langchain/chains/conversational_retrieval/README.md ✓ Edit

  Check libs/langchain/langchain/chains/conversational_retrieval/README.md with contents:

Ran GitHub Actions for 79dd793c866eeef9127c5e0d09f8d7a6c8962ab2:

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Step 3: 🔁 Code Review

I have finished reviewing the code for completeness. I did not find errors for sweep/generate_documentation_for_bot_conversat.

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