🦷 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

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📦 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