README.md

metadata

title: CompassIA
emoji: 💬📚
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860

CompassIA

This Space hosts the backend API for CompassIA, a PDF Question Answering system. CompassIA is a smart agent for MaarifCompass that allows users to ask questions about PDF documents, leveraging advanced AI models for natural language understanding and information retrieval.

It uses:

• Python FastAPI for the web API.
• DeepSeek Chat (via OpenRouter) as the Large Language Model.
• BGE-M3 from FlagEmbedding for local, multilingual text embeddings.
• ChromaDB for persistent vector storage.
• pdfminer.six and PyTesseract (with Poppler) for robust PDF text extraction and OCR.

How to Use:

This Space exposes a /compassia/ API endpoint. You can interact with it using curl, Postman, Insomnia, or by integrating it with your Next.js frontend.

API Endpoint: /compassia/ (POST request)

Request Body (JSON):

{
    "question": "Your question about the PDF documents"
}