README.md

metadata

title: AI CRM API
emoji: 🚀
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 8000

AI CRM Monolith

This project has been refactored into a single monolithic API mimicking the GoNidhi dl-api structure. It is designed to be deployed directly to Hugging Face Spaces using Docker.

Structure

• api/: API Routers.

• core/: Configurations, globals, logging.

• engine/: Model loading, inference, and RAG execution logic.

• services/: Business logic.

• data/knowledge_base/: Contains the raw source documents (markdown, text) for the RAG ingestion pipeline.

• schemas.py: Pydantic validation schemas.

• main.py: FastAPI entrypoint.

Setup

1. Create a single virtual environment:

python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

2. Install dependencies:

pip install -r requirements.txt

3. Setup environment variables: Update .env with your GOOGLE_API_KEY.

4. Run locally:

uvicorn main:app --host 0.0.0.0 --port 8000 --reload