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RAGLite is a Python toolkit for implementing Retrieval Augmented Generation (RAG) using DuckDB or PostgreSQL for keyword and vector search. It supports multiple configurable components such as LLMs via LiteLLM, rerankers, and optional document processing with Mistral OCR, without heavy dependencies like PyTorch or LangChain.
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