This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
From RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
🧠 AI-powered enterprise search engine 🔎
💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
Data framework for your LLM applications. Focus on server side solution
Ship RAG based LLM web apps in seconds.
Desktop AI Assistant powered by o1, GPT-4, GPT-4 Vision, Gemini, Claude, Llama 3, Bielik, DALL-E, LangChain, LlamaIndex, chat, vision, voice control, image generation and analysis, agents, command execution, file upload/download, speech synthesis and recognition, access to Web, memory, presets, assistants, plugins, and more. Linux, Windows, Mac.
Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
High quality resources & applications for LLMs, multi-modal models and VectorDBs
An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.
Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.
Chat with multiple PDFs locally
Learn to build and deploy AI apps.
a curated list of 🌌 Azure OpenAI, 🦙Large Language Models, and references with notes.
This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.
Add a description, image, and links to the llama-index topic page so that developers can more easily learn about it.
To associate your repository with the llama-index topic, visit your repo's landing page and select "manage topics."