#llms

Build reliable, secure, and production-ready AI apps easily.

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.

An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Go SDK for interacting with the MCP Toolbox for Databases.

Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.

可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

The Official Exa Javascript SDK

A Git-first CLI coding agent that turns ideas, issues, and tasks into real code changes. It can run remotely from your mobile phone or automate your computer.

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Building AI agents, atomically

Easiest and laziest way for building multi-agent LLMs applications.

Interactive architecture diagrams for codebases

[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.

A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

A fully-typed React component library for the Bulma CSS framework. Build modern UIs quickly with reusable, accessible, and customizable Bulma-based React components.

Faster structured generation

Support PyTorch model conversion with LiteRT.

Javascript SDK for interacting with the MCP Toolbox for Databases.

Hashbrown is a framework for building agents that run the browser. Built for Angular and React.

📜 A VitePress plugin for generating LLM-friendly documentation