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RAG

IncarnaMind

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Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

★ 80255 forksPythonApache-2.0junruxiong

A Python RAG application for conversational question answering across PDF and TXT documents. It uses adaptive sliding-window chunking and ensemble retrieval, with support for OpenAI, Claude, Together.ai, and local LLMs.

Use Cases

Ask questions across PDF and TXT collectionsRetrieve fine-grained details and broader context from documentsRun document question answering with hosted or local LLMs

Built With

Language
Python
Frameworks
LangChain · ChromaDB · llama.cpp

Tags

document-chat · multi-document-qa · pdf · txt · sliding-window-chunking · ensemble-retrieval · local-llms · conversational-qa