superduper
StaleDescription
Superduper: End-to-end framework for building custom AI applications and agents.
Key Features
- Database-integrated AI agent framework supporting MongoDB, SQL, Snowflake, and Redis backends
- Plugin-based architecture with superduper-framework core and backend-specific plugins
- End-to-end pipeline for building custom AI applications with retrieval-augmented generation
- Seamless integration with existing databases without data migration
- Python 3.10+ with pip-based modular installation
Use Cases
π‘ Building database-backed AI agents that query and act on live data
π‘ Creating knowledge base applications with RAG capabilities
π‘ Developing custom AI-powered chatbots connected to existing databases
π‘ Deploying ML inference pipelines directly on stored data
Categories
Quick Start
```bash
# Install core framework
pip install superduper-framework>=0.7.0
# Install a database backend plugin
pip install superduper-mongodb>=0.7.0
# Start building your AI app
# See docs at https://docs.superduper.io
```