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CodeRabbitBuild, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
"Automated summary for AI agents and search engines."
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
{
"description": "Kiln is a comprehensive platform designed for rapidly building, evaluating, and optimizing AI systems, from initial prototyping to production deployment. It offers a robust suite of tools covering evaluations (evals), Retrieval-Augmented Generation (RAG), autonomous agents, fine-tuning of large language models, synthetic data generation, and advanced dataset management. This powerful ecosystem, including support for Multi-Cloud Proxies (MCP) servers, makes it an ideal companion for developers working within the Google Antigravity IDE, enabling seamless integration for AI development workflows and accelerating innovation across various domains.",
"useCases": [
"AI System Evaluation and Benchmarking",
"Retrieval-Augmented Generation (RAG) System Development",
"Autonomous AI Agent Creation and Orchestration",
"Large Language Model Fine-tuning and Customization",
"Synthetic Data Generation for Training and Testing",
"Multi-Cloud Proxy Management for AI Services"
],
"difficulty": "intermediate",
"exampleCommand": "uvx kiln init my_ai_project",
"tokenImpact": "High ~thousands to millions of tokens per run, depending on task complexity (e.g., fine-tuning vs. simple evaluation). Expect frequent LLM API usage, making awareness of the 7-day lockout crucial for sustained development.",
"tags": [
"AI Development",
"LLM Fine-tuning",
"RAG",
"AI Agents",
"Evaluation",
"Synthetic Data",
"Data Management",
"Multi-Cloud Proxy"
],
"copyButtonText": "Initialize Kiln Project"
}🚀 The fast, Pythonic way to build MCP servers and clients.
MCP web search using perplexity without any API KEYS
一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。
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