{"repo":"namastexlabs/automagik-hive","free":true,"listed":false,"github":"https://github.com/namastexlabs/automagik-hive","clone":"git clone https://github.com/namastexlabs/automagik-hive.git","description":null,"language":"Python","stars":24,"topics":["agent-framework","agno","ai","fastapi","mcp","multi-agent","orchestration","production-ready","python","rag"],"license":"MIT","category":"ai-agents","readme_excerpt":"Scaffolding and Smart RAG for Agno AI-powered agent generation with intelligent CSV knowledge bases Quick Start • Features • Examples • 🗺️ Roadmap • Contributing --- What is Automagik Hive? Hive doesn't compete with Agno - it makes it easier to use. Think of Hive as \"Create React App\" for Agno agents . Instead of weeks setting up project structure, writing boilerplate, and researching optimal configurations, Hive gives you: - 🤖 AI-Powered Generation - Describe what you want; Hive's meta-agent generates optimal configs - 🔄 Smart CSV RAG - Hash-based incremental loading (450x faster, 99% cost savings) - 🎯 YAML-First Config - No Python boilerplate, just declarative configs - 📦 Project Scaffolding - Zero to agent in 30 seconds Built by practitioners who got tired of manually setting up the same patterns. Powered entirely by Agno. --- Key Features 🤖 AI That Generates AI Use an Agno agent to generate Agno agent configurations. Natural language requirements → optimal YAML configs. How it works: 1. Meta-agent analyzes natural language requirements 2. Selects optimal model from 7+ providers (OpenAI, Anthropic, Google, etc.) 3. Recommends tools from Agno's builtin catalog 4. Generates context-aware system instructions 5. Creates production-ready YAML configuration Not keyword matching - real LLM intelligence. 🔄 Smart CSV RAG System The one feature from V1 worth keeping - hash-based incremental CSV loading: Performance Numbers: - ✅ 450x faster - Hot reload for unchanged CSVs - ✅ ","default_branch":null,"files":null,"tree":[],"storefront":"/r/namastexlabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/namastexlabs/automagik-hive/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}