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Kiln-AI/Kiln

⭐ 5062 Python added to this list on 2025-10-20 repository created 2024-07-23

Kiln is a comprehensive and user-friendly platform designed to simplify the process of building AI systems and products. It offers a suite of tools and features that cater to various aspects of AI development, including fine-tuning large language models (LLMs), synthetic data generation, dataset collaboration, and evaluation of model performance. The platform provides intuitive desktop applications compatible with Windows, MacOS, and Linux, enabling users to easily access and utilize its capabilities. Key features of Kiln include zero-code fine-tuning for popular models like Llama and GPT-4o, automatic serverless deployment, and support for Retrieval-Augmented Generation (RAG) to enhance AI systems with external knowledge. Users can build agentic systems with multiple actors, connect powerful tools to their tasks, and generate synthetic data interactively for evaluation or fine-tuning purposes. Kiln also supports training or distilling custom reasoning models and offers automatic prompt generation techniques such as chain-of-thought and few-shot prompting. The platform boasts comprehensive model support, having tested over 100 models and enabling integration with various APIs and providers like Ollama, OpenAI, OpenRouter, and AWS. Collaboration is facilitated through git-based version control, allowing teams to work together on datasets, evaluations, prompts, ratings, and issue tracking. Kiln emphasizes privacy by running locally on users' computers, ensuring data security and control. Kiln is open-source, with a Python library and REST API available under the MIT license. It provides extensive documentation, video guides, and demos to assist users ranging from beginners to advanced practitioners. The platform is free to use, making it accessible for individuals and teams aiming to develop AI applications efficiently and effectively.

https://github.com/Kiln-AI/Kiln

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