v1
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The agent utility toolkit includes: search, calculator, and docGPT. The removal of LLM aims to allow the model to be more focused on document-related tasks.
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The implementation of docGPT involves FAISS + RetrievalQA. In the past, ChromaDB was used, but due to the issue mentioned here: GitHub Link, where there was a compatibility mismatch between ChromaDB and pysqlite3 versions causing the app to crash, it has been replaced with FAISS vector database.
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For langchain and streamlit, versions 0.0.218 and 1.22.0 are temporarily being used. Attempts were made with versions 0.0.228 and 1.24.1, but the model's responses were not satisfactory (reasons unknown).