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This is a First version of RAG -> Enterprise-RAG.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
chroma_db;C		chroma_db;C
config		config
documents		documents
src		src
.dockerignore		.dockerignore
.gitignore		.gitignore
Dockerfile		Dockerfile
README.md		README.md
api.py		api.py
api_models.py		api_models.py
docker-compose.yml		docker-compose.yml
main.py		main.py
requirements.txt		requirements.txt

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Enterprise RAG System

A production-ready Retrieval-Augmented Generation (RAG) system with security features and FastAPI web service.

Features

Hybrid Search: Vector similarity + BM25 keyword search
Reranking: Cross-encoder for precision
Security: Input validation, PII detection, rate limiting
API: FastAPI REST service with authentication
Documentation: Auto-generated Swagger UI

Tech Stack

Python 3.11
Sentence Transformers (embeddings)
ChromaDB (vector database)
Google Gemini (LLM)
FastAPI (web framework)

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This is a First version of RAG -> Enterprise-RAG.

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