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# CODEBASE-RAG-ASSISTANT
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A LangChain-based RAG system that indexes a code repository and answers architecture & code-level questions using free LLMs.
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---
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title: Codebase RAG Assistant
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emoji: 🧠
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colorFrom: blue
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colorTo: purple
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sdk: docker
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app_file: app.py
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pinned: false
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---
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## Codebase RAG Assistant
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An AI-powered Retrieval-Augmented Generation (RAG) system that allows developers to query and understand large code repositories using natural language.
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### Features
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- Code-aware chunking (functions & classes)
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- FAISS vector search
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- LLaMA-3 inference via Groq
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- Streamlit UI
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- Fully free deployment using HuggingFace Spaces
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### Tech Stack
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LangChain, FAISS, Sentence Transformers, FastAPI, Streamlit, Docker
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### Use Cases
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- Codebase exploration
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- Architecture understanding
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- Developer onboarding
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# CODEBASE-RAG-ASSISTANT
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A LangChain-based RAG system that indexes a code repository and answers architecture & code-level questions using free LLMs.
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