llms
There are 5073 repositories under llms topic.
ollama/ollama
Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.
open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
Shubhamsaboo/awesome-llm-apps
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
dair-ai/Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
unslothai/unsloth
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.
GokuMohandas/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
crewAIInc/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
mindsdb/mindsdb
Federated query engine for AI - The only MCP Server you'll ever need
TabbyML/tabby
Self-hosted AI coding assistant
microsoft/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
Cinnamon/kotaemon
An open-source RAG-based tool for chatting with your documents.
chroma-core/chroma
Open-source search and retrieval database for AI applications.
assafelovic/gpt-researcher
An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.
666ghj/BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
NirDiamant/RAG_Techniques
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.
patchy631/ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
aishwaryanr/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
jlowin/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients
getzep/graphiti
Build Real-Time Knowledge Graphs for AI Agents
browserbase/stagehand
The AI Browser Automation Framework
transitive-bullshit/agentic
Your API ⇒ Paid MCP. Instantly.
HandsOnLLM/Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
NirDiamant/GenAI_Agents
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 AI systems.
dyad-sh/dyad
Free, local, open-source AI app builder ✨ v0 / lovable / Bolt alternative 🌟 Star if you like it!
humanlayer/12-factor-agents
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
oraios/serena
A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)
NirDiamant/agents-towards-production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.
google/adk-python
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
dottxt-ai/outlines
Structured Outputs
eugeneyan/open-llms
📋 A list of open LLMs available for commercial use.
RUCAIBox/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge
Pocket Flow: Codebase to Tutorial
googleapis/genai-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.