Introduction
Kiln is an open-source Python framework aimed at streamlining the AI system development lifecycle, from initial build to continuous optimization. It integrates various components to enhance efficiency and controllability.
Core Components
The framework includes:
- Evals: for performance measurement and validation.
- RAG (Retrieval-Augmented Generation): to improve knowledge acquisition.
- Agents: for building autonomous AI agents.
- Fine-tuning: to adjust models for specific tasks.
- Synthetic data generation: to create training data.
- Dataset management: to manage dataset versions and usage.
Technology Stack and License
The primary programming language is Python, and the license is categorized as "Other".
Target Audience
Ideal for teams and individuals focused on deep AI performance tuning.
Getting Started
For specific installation and usage instructions, please refer to the README documentation of the project.
According to GitHub data at the time of collection, the project has 4894 stars.










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