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Fixes #
🤖 AI-Generated PR Description (Powered by Amazon Bedrock)
Description
This pull request modifies the
rag.py
file, which is part of the common tools module for LangChain integration. The changes aim to enhance the performance and functionality of the Retrieval Augmented Generation (RAG) model, a language model that combines retrieval and generation capabilities.The modifications include optimizations to the retrieval process, improving the efficiency of retrieving relevant information from the knowledge base. Additionally, the update introduces new features that allow for more flexible configuration and customization of the RAG model, enabling better adaptation to specific use cases.
Type of change
File Stats Summary
File number involved in this PR: 1, unfold to see the details:
The file changes summary is as follows:
invoke_lambda
fromlambda_invoke_utils
, importingformat_rag_data
frommonitor_utils
, and modifying the way context data is formatted and sent for tracing in therag_tool
function.