A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL

本仓库包含对 Claude Code v1.0.33 进行逆向工程的完整研究和分析资料。包括对混淆源代码的深度技术分析、系统架构文档，以及重构 Claude Code agent 系统的实现蓝图。主要发现包括实时 Steering 机制、多 Agent 架构、智能上下文管理和工具执行管道。该项目为理解现代 AI agent 系统设计和实现提供技术参考。

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

FDABench is the first data agent benchmark specifically designed for evaluating agents in multi-source data analytical scenarios.

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Solve puzzles. Learn CUDA.

Puzzles for learning Triton

🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

Graphs for Everyone

A distributed, fast open-source graph database featuring horizontal scalability and high availability

拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construct…

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Reference implementations of several LangChain agents as Streamlit apps

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

State-of-the-art bilingual open-sourced Math reasoning LLMs.

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

SGLang is a fast serving framework for large language models and vision language models.

LLM inference in C/C++

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai

An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.

😎 Awesome list of tools and projects with the awesome LangChain framework

🦜🔗 The platform for reliable agents.

An annotated implementation of the Transformer paper.

My learning notes for ML SYS.

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

A high-throughput and memory-efficient inference and serving engine for LLMs