A modular graph-based Retrieval-Augmented Generation (RAG) system

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

A Json based Rules Engine with extensive Dynamic expression support

A code-first agent framework for seamlessly planning and executing data analytics tasks.

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Task-Aware Agent-driven Prompt Optimization Framework

Practical course about Large Language Models.

AI Observability & Evaluation

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Papers from the computer science community to read and discuss.

A unified evaluation framework for large language models

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Use this repo to get to know about other repos and the overall organization of the MOSIP structure

Public repo for HF blog posts

connecting humans and agents

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

No code tool to rapidly build and coordinate multi-agent teams

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.

Command-line interface. Use this to chat with the model or train the model (training consumes the taxonomy data)

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

A comprehensive guide to building RAG-based LLM applications for production.

Interact with your documents using the power of GPT, 100% privately, no data leaks

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq…

A curated list of Artificial Intelligence Top Tools

Code for paper "Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication"