{"repo":"NirDiamant/Controllable-RAG-Agent","free":true,"listed":false,"github":"https://github.com/NirDiamant/Controllable-RAG-Agent","clone":"git clone https://github.com/NirDiamant/Controllable-RAG-Agent.git","description":"This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.","language":"Jupyter Notebook","stars":1619,"topics":["advanced-rag","agent","llm","rag","langchain","langgraph","openai","python","genai","llms"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Sophisticated Controllable Agent for Complex RAG Tasks 🧠📚 An advanced Retrieval-Augmented Generation (RAG) solution designed to tackle complex questions that simple semantic similarity-based retrieval cannot solve. This project showcases a sophisticated deterministic graph acting as the \"brain\" of a highly controllable autonomous agent capable of answering non-trivial questions from your own data. 📖 RAG Made Simple: the book that extends this repo The full reference: a 400-page visual guide that goes deeper than any notebook can. The intuition behind every technique, side-by-side comparisons of when each one wins (and when it quietly fails), and diagrams that make the tricky parts finally click. 1,500+ copies sold · Hit #1 in Generative AI on Amazon at launch · ⭐ 4.6 stars 📖 PDF + EPUB · GitHub community price: 33% off with code RAGKING 👉 Get RAG Made Simple (33% off with code RAGKING) --- 🚀 Level up with my Agents Towards Production repository. It delivers horizontal, code-first tutorials that cover every tool and step in the lifecycle of building production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches, making it the smartest place to start if you're serious about shipping agents to production. 📚 Explore my comprehensive guide on RAG techniques to complement this advanced agent implementation with many other RAG techniques. 🤖 Explore my GenAI Agents Repository to complement this advanced agen","default_branch":null,"files":null,"tree":[],"storefront":"/r/NirDiamant","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/NirDiamant/Controllable-RAG-Agent/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."}