🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

Prompt, run, edit, and deploy full-stack web applications using any LLM you want!

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。

An Open Source Python alternative to NotebookLM's podcast feature: Transforming Multimodal Content into Captivating Multilingual Audio Conversations with GenAI

Get your documents ready for gen AI

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Repository to learn Azure from Zero. This repository covers the complete Azure fundamentals required for a DevOps Engineer.

Start building and deploying Python packages and Docker images for MLOps tasks.

High accuracy RAG for answering questions from scientific documents with citations

AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGraph, this tool streamlines hypothesis generation,…

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

A cookiecutter template for creating a custom Web app that combines SvelteKit and FastAPI

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

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…

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

Speech To Speech: an effort for an open-sourced and modular GPT4-o

The Memory layer for AI Agents

Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot

RAG (Retrieval-Augmented Generation) Chatbot Examples Using PyMuPDF

MARS5 speech model (TTS) from CAMB.AI

Agno is a lightweight framework for building multi-modal Agents

DSPy: The framework for programming—not prompting—language models

Deep Reinforcement Learning: Zero to Hero!

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progres…

Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper

CVE cache of the official CVE List in CVE JSON 5 format