Context Agent

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5 downloads

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ContextAgent is a modular AI assistant backend built with Python, LangChain, and RAG. It ingests documents, retrieves context, and delivers intelligent, multi-step responses via API. Designed for developers and teams, it’s production-ready and easy to integrate with any frontend.

Free

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Template Details

Features

RAG pipeline for context-aware responses

LangChain agent with multi-tool reasoning

Conversational memory support

Document ingestion: PDF, TXT, Markdown

Embeddings via OpenAI or Hugging Face

Vector store integration (Chroma or FAISS)

API key management via .env

Swagger or ReDoc documentation

Modular architecture for easy extension

Technologies Used

Python 3.10+ FastAPI LangChain OpenAI API Chroma or FAISS PyPDF2 docx unstructured pydantic python-dotenv

Requirements

Python 3.10 or higher

OpenAI API key or Hugging Face token

FastAPI-compatible environment

Internet connection for API calls

Optional: Chroma or FAISS installed for vector storage

Template Stats

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5 Downloads

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0.0 Rating

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