Implementation of Corrective RAG using LangChain and LangGraph.
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Updated
Aug 6, 2024 - Python
Implementation of Corrective RAG using LangChain and LangGraph.
Nous: A privacy-focused personal knowledge assistant using local LLMs to securely interact with your documents and enhance information retrieval.
RAG system using Hugging Face models, multiple vector stores (Chroma, Pinecone, FAISS), and CRAG, with sentence transformers and benchmarking tools for optimized retrieval and content generation.
Investigating the efficacy of Retrieval-Augmented Generation (RAG) and Corrective Retrieval-Augmented Generation (CRAG) in harnessing external knowledge to improve AI model performance and output quality.
A Small Collection of Python Games.
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