Stars
The official Python SDK for Model Context Protocol servers and clients
Model Context Protocol Servers
No fortress, purely open ground. OpenManus is Coming.
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
A distributed, fast open-source graph database featuring horizontal scalability and high availability
分享一些好用的 Dify DSL 工作流程，自用、学习两相宜。 Sharing some Dify workflows.
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
Drop in replacement for the OpenAI Assistants API
Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your Python app, it does a lot of clever things, and spits out an executable or exte…
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
The official Python library for the OpenAI API
OpenAI Assistants API quickstart with Next.js.
Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning.
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM (CHI 2024 paper). LLooM automatically surfaces high-level concepts to analyze unstructured text.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
A curated list of awesome things related to dependency inversion / dependency injection in Python. (Contributions welcomed).
[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.
A code-first agent framework for seamlessly planning and executing data analytics tasks.
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework, supporting customized extensions for LLM, RAG, function call, and tools capabilities.…
Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.