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🦷 Dental Anatomy Bot API

An AI-powered API built with FastAPI and LangChain, designed for dental anatomy applications. It supports local LLMs via Ollama and integrates with OpenAI and DeepSeek APIs for advanced question-answering, educational tools, and clinical support. Ideal for dental students, educators, and healthcare developers.

✨ Features

  • FastAPI-based RESTful API
  • LangChain-powered reasoning
  • Local LLM support via Ollama
  • OpenAI and DeepSeek integration
  • RAG (Retrieval-Augmented Generation)
  • Focused on dental anatomy knowledge

📦 Alembic Migration Guide

This project uses Alembic for managing database schema migrations.

✅ Initial Setup

  1. Ensure Alembic is installed:

    pip install alembic

  2. Make sure all your SQLAlchemy models are imported in alembic/env.py so Alembic can detect them.

  3. Create a new migration (auto-detect model changes):

    alembic revision --autogenerate -m "your descriptive message"

  4. Apply latest migrations to the database:

    alembic upgrade head

  5. Roll back the last migration:

    alembic downgrade -1

  6. View migration history:

    alembic history