FEAT: get key for role name populate in UI, Opus, update requirements, #1
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Add Local FAISS Indexing for Persistent File Handling and Enhance Chatbot Responsiveness
* Integrate Streamlit for Incremental Indexing in bedrock_indexer.py Transforms `bedrock_indexer.py` into a Streamlit app, enabling file uploads for indexing without reindexing the entire index each time. - Integrates Streamlit UI components for file uploading, allowing multiple files to be selected and uploaded through the app. - Implements a check for an existing FAISS index file before adding new documents, enabling incremental indexing of uploaded files. - Modifies the `index_directory` function to accept uploaded files directly from the Streamlit UI, processing them for indexing. - Adds a main function to serve as the entry point for the Streamlit app, featuring a title, file uploader, and an indexing button with success or error messages based on the operation outcome. --- For more details, open the [Copilot Workspace session](https://copilot-workspace.githubnext.com/madtank/Bedrock-ChatBot-with-LangChain-and-Streamlit?shareId=4bdd59be-9cbf-4c37-806f-3ab92f133f92). * bedrock indexer * updating doc indexer * bedrock embedder * updating RAG * new RAG feature * adding new RAG feature
* Replace SerpAPI with DuckDuckGo Search Related to #8 Replace `SerpAPIWrapper` with `DuckDuckGo` search functionality in `bedrock/bedrock_chatbot.py`. - Removes the import statement for `SerpAPIWrapper`. - Adds import statements for `DuckDuckGoSearchRun` and `DuckDuckGoSearchResults` from `langchain_community.tools`. - Updates the `web_or_local` function to use `DuckDuckGoSearchRun` for web searches, replacing the previous `SerpAPIWrapper` implementation. - Maintains the rest of the functionality as is, ensuring that the change is focused solely on the search functionality replacement. --- For more details, open the [Copilot Workspace session](https://copilot-workspace.githubnext.com/madtank/Bedrock-ChatBot-with-LangChain-and-Streamlit/issues/8?shareId=9c5e1d0b-3cde-4878-bdeb-d2fabfeb71e3). * updating web search to ddg
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Description
This pull request includes the following changes:
Updated
.gitignorebedrock/.envto the ignore list.Created
.env_example.env_examplewith a comment and a new environment variableSERPAPI_API_KEY.Refactored
bedrock_chatbot.pyrole_prompt_textbased on the selected role.role_promptdictionary, along with the "Custom" option.Optimized
config.ymltemperature,top_p, andtop_kin the existing model configurations.Enhanced
role_prompt.pyUpdated dependencies in
requirements.txtpdfplumberandpython-dotenv.These changes aim to improve the functionality, maintainability, and configuration options of the chatbot application.