301.567-labs / instructor
structured outputs for llms
- openai
- python
- pydantic-v2
- openai-functions
- validation
- openai-function-calli
Ranked by Attention Score: stars gained over the last 7 complete days
301–400 of 476 by Attention Score · Oct 29, 2026 – Nov 4, 2026 (UTC)
structured outputs for llms
Access large language models from the command-line
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.
OpenUI let's you describe UI using your imagination, then see it rendered live.
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
TranslatedAI Paper System · AI paper generation, AI paper writing, one-click paper generation, AIGC rate reduction, plagiarism similarity reduction, thesis defense PPT · OEM white-label franchise recruitment
Collection of leaked system prompts
A Utility CLI for AI Coding Agents
WeVisDoc is an end-to-end document parser for page images. Fine-tuned from Qwen3-VL-2B-Instruct and Qwen3-VL-4B-Instruct, it turns a page into structured Markdown, with LaTeX formulas and HTML tables.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
A full-featured, hackable Next.js AI chatbot built by Vercel
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
MobiInfer runs 35B-A3B-class MoE models fully on-device on the Qualcomm Hexagon NPU, streaming experts from flash with lookahead scheduling (LES) and DSpark speculation.
An open-source RAG-based tool for chatting with your documents.
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Universal LLM Deployment Engine with ML Compilation
The Cloud Native AI Platform
The repository host gives no description.
Official implementation of paper "Cache Engineering for Agents"
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
Your Friendly Open-Source Gen-AI Platform
Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.
🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, & an interactive web UI/MacOS/Windows native app.
Simple, unified interface to multiple Generative AI providers
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
✨ AI Coding, Vim Style
NobodyWho is an inference engine that lets you run LLMs locally and efficiently on any device.
PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.
The open source codebase powering HuggingChat
Run Claude Code natively on Android via Termux or AVF (Android Virtualization Framework) -- no desktop, no SSH, no root required.
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
Structured Outputs
Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.
A collection of GPT system prompts and various prompt injection/leaking knowledge.
How many bugs can LMs find & fix in large codebases?
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Retrieval and Retrieval-augmented LLMs
OpenAI, GPT 6.1, GPT-Image-2, Whisper API clients for Go. Zero-dependency.
All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.
Open Source LLM Gateway 🦚
OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.
OpenAPI specification for the OpenAI API
Free AI models for every coding tool — a local OpenAI-compatible gateway for Claude Code, Codex, Cursor, Cline and OpenCode. Based on 9router (MIT).
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Official JavaScript / TypeScript library for the OpenAI API
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
The repository host gives no description.
Reverse engineered ChatGPT API
Build a portrait of your life. Assistants that know you. Clones that talk like you.
lightweight system-level observability for AI Agents
A Long-Horizon Benchmark for Self-Improving Inference Systems
TranslatedExamples of bot persona prompts
GLM 5.3 Abliterated or Uncensored AI model — 35 jailbreak prompts, model guide and API. One 7API key also covers Claude, GPT, Gemini, Grok, DeepSeek and Kimi.
llama.cpp fork that abliterates at inference
Open-source desktop app for local LLMs. Text, vision, tool-calling, OpenAI/Anthropic-compatible API. 100% private.
A guidance language for controlling large language models.
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently.
TranslatedMedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. Training medical large models, implementing incremental pre-training (PT), supervised fine-tuning (SFT), RLHF, DPO, ORPO, and GRPO.
Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.
The open-source hub to build & deploy GPT/LLM Agents ⚡️
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Translated100+ Chinese Word Vectors
💼 An enterprise-grade Next.js boilerplate for high-performance, maintainable apps. Packed with features like Tailwind CSS, TypeScript, ESLint, Prettier, testing tools, and more to accelerate your development.
Open-source observability for AI agents. Find where your agents fail, dispatch your coding agent to fix it, and verify the fix against real traces.
Swift community driven package for OpenAI public API
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.
Official code for Agent-Reflex: Teaching Language Agents to Act Reflectively
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
Toolkit for linearizing PDFs for LLM datasets/training
OCR & Document Extraction using vision models
Low-code framework for building custom LLMs, neural networks, and other AI models
🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
Real-time monitoring for Claude Code agents through simple hook event tracking.
💃 Dance with Intelligence in Your Code. Minuet offers code completion as-you-type from popular LLMs including OpenAI, Gemini, Claude, Ollama, Llama.cpp, Codestral, and more.
Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity in real time. Lightweight background daemon (<50MB RAM), SQLite storage, Material Design 3 dashboard. Zero telemetry.
A comprehensive observability solution for monitoring Claude Code usage, performance, and costs.
ChatGPT Native Application (Windows, Mac, Android, iOS, and Linux)
Runtime defense against memory poisoning in AI agents (OWASP ASI06). Drop-in for LangChain, OpenAI Agents, AutoGen, CrewAI and mem0.
TranslatedPi.NET is a .NET 10 port of Pi. Pi is a minimal, extensible Agent harness (a TypeScript monorepo of about 171,000 lines). This project ports its core libraries one by one to net10.0, so that the .NET ecosystem can use the same set of capabilities.