"LightRAG: Simple and Fast Retrieval-Augmented Generation"

A system for agentic LLM-powered data processing and ETL

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

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…

Open-source end-to-end LLM Development Platform

Any model. Any hardware. Zero compromise. Built with @ziglang / @openxla / MLIR / @bazelbuild

This project involves using llamaindex Multi Agents concierge system and Qdrant vector database to customize the RAG application with user preferences over LLMs, Embeddings, Search types, and Reran…

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.

Lightning-fast serving engine for any AI model of any size. Flexible. Easy. Enterprise-scale.

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

An open-source RAG-based tool for chatting with your documents.

Self-hosted AI voice agent

The easiest way to get started with LlamaIndex

AdalFlow: The library to build & auto-optimize LLM applications.

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

12 Weeks, 24 Lessons, AI for All!

LLM101n: Let's build a Storyteller

Rapidly build AI apps in Python

Whisper realtime streaming for long speech-to-text transcription and translation

OpenAI Whisper Container (GPU and CPU) and Lambda (CPU) - speech recognition model

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

The Memory layer for your AI apps

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

AI powered one-click comprehensive docs from transcripts and text.

There are many articles that cover the principles of reducing latency optimization for LLMs, however it is often unclear how to actually implement these principles. This repository provides practic…