Django AI Framework (DAIF)
A comprehensive framework for integrating AI capabilities into Django applications, with LangChain powering the underlying LLM interactions.
Features
- Seamless integration with Django models and authentication
- Support for multiple LLM providers (OpenAI, Anthropic, Mistral) via LangChain
- Conversation management and history
- Permission and quota systems
- Pre/post processing pipeline
- Tool system for extending AI capabilities with custom functions
- Team coordination for multi-agent workflows using LangChain orchestration
- Django-native interface with LangChain power under the hood
Architecture
DAIF uses a layered architecture:
- Public Interface Layer: Django models and clean APIs
- Service Layer: Business logic and orchestration
- Adapter Layer: Converts between DAIF and LangChain types
- LangChain Layer: Handles all LLM interactions
This approach gives you the simplicity of a Django-native API with the power and flexibility of LangChain.
Installation
First version with complete documentation coming soon!
Documentation
First version with complete documentation coming soon!
Development
First version with complete documentation coming soon!
License
This project is licensed under the MIT License - see the LICENSE file for details.
1 maintainer
Metadata
1 maintainer
Release files for django-ai-framework 0.0.1
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Release files / django_ai_framework-0.0.1.tar.gz
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