Projects Recently Starred by Experts

Starred 4 hours ago by

Wes McKinney(Author of Pandas).

memory-lancedb-pro by CortexReach

38.3%

Advanced memory management for AI agents

Implements hybrid retrieval (Vector + BM25) with cross-encoder reranking for nuanced memory recall.
Supports diverse OpenAI-compatible embedding providers and multi-scope isolation for organized knowledge.
Features adaptive retrieval, noise filtering, and multi-stage scoring pipelines for optimized context.
Includes a management CLI for memory operations and auto-capture/recall for seamless agent interaction.

Created 3 weeks ago

Updated 9 hours ago

Starred 16 hours ago by

Pawel Garbacki(Cofounder of Fireworks AI). Also starred by

Calvin French-Owen(Cofounder of Segment),

Taranjeet Singh(Cofounder of Mem0),

Paul Stamatiou(Cofounder of Limitless), and

4 more.

gstack by garrytan

N/A

18k

Specialized AI coding assistant framework

Transforms generic AI into a team of specialized agents for planning, review, shipping, and QA.
Leverages browser automation and structured reporting for end-to-end QA and live URL inspection.
Enables parallel agent sessions and context-aware mode switching for complex software development workflows.
Integrates cookie import for authenticated testing and generates data-driven engineering retrospectives.

Created 6 days ago

Updated 11 hours ago

Starred 18 hours ago by

Dan Guido(Cofounder of Trail of Bits). Also starred by

Jeff Hammerbacher(Cofounder of Cloudera) and

Travis Fischer(Founder of Agentic).

open-swe by langchain-ai

7.1%

Autonomous coding agent for repository-wide changes

Plans, executes, and manages code changes, opening pull requests.
Built with LangGraph for asynchronous, cloud-based execution.
Supports human-in-the-loop feedback and parallel task processing.
Integrates with GitHub issues and labels for task initiation.

Created 10 months ago

Updated 17 hours ago

Starred 20 hours ago by

Carol Willing(Core Contributor to CPython, Jupyter). Also starred by

Daniel Han(Cofounder of Unsloth),

Eric Zhu(Coauthor of AutoGen; Research Scientist at Microsoft Research),

Charlie Marsh(Founder of Astral; Author of Ruff, uv), and

59 more.

vllm by vllm-project

1.0%

73k

LLM serving engine for high-throughput, memory-efficient inference

PagedAttention manages attention key/value memory efficiently.
Continuous batching optimizes incoming requests; CUDA/HIP graph enables fast execution.
Supports quantization (GPTQ, AWQ, INT4/8, FP8) and optimized CUDA kernels.
Integrates with Hugging Face models; offers OpenAI-compatible API, multi-LoRA support.

Created 3 years ago

Updated 9 hours ago

Starred 20 hours ago by

Chuan Li(Chief Scientific Officer at Lambda). Also starred by

Chip Huyen(Author of "AI Engineering", "Designing Machine Learning Systems"),

Luis Capelo(Cofounder of Lightning AI),

Woosuk Kwon(Coauthor of vLLM), and

1 more.

Model-Optimizer by NVIDIA

1.7%

Library for optimizing deep learning models for GPU inference

Quantization speeds inference, compresses models 2x-4x; supports NVFP4, FP8, INT8, INT4 formats.
Includes SmoothQuant, AWQ, SVDQuant, double quantization; post-training quantization (PTQ) and QAT.
Pruning reduces model size by removing weights; supports linear, conv layers, transformer heads.
Knowledge distillation increases accuracy/convergence; speculative decoding reduces latency.

Created 1 year ago

Updated 11 hours ago

Starred 22 hours ago by

Clément Renault(Cofounder of Meilisearch).

opendataloader-pdf by opendataloader-project

60.1%

PDF data extraction for AI

Converts PDFs to structured JSON, Markdown, or HTML for LLMs and RAG.
Reconstructs document layout, tables, and reading order for better chunking.
Offers AI-safety filters and local-first processing for privacy and speed.
Supports annotated PDF visualization and image extraction for rich content.

Created 10 months ago

Updated 9 hours ago

Starred 22 hours ago by

Jeff Hammerbacher(Cofounder of Cloudera). Also starred by

Marc Klingen(Cofounder of Langfuse),

Vasek Mlejnsky(Cofounder of E2B), and

Travis Fischer(Founder of Agentic).

openevals by langchain-ai

5.2%

971

Evaluation toolkit for LLM apps, like tests for traditional software

LLM-as-judge: evaluate outputs using prompts, models (OpenAI, Anthropic), custom scoring.
Prebuilt prompts: correctness, conciseness, hallucination, RAG helpfulness/groundedness/relevance.
Code evaluation: type-checking (Pyright, Mypy, TypeScript), sandboxed execution via E2B.
Multiturn simulation: simulate user interactions, evaluate trajectory with LLM judges.

Created 1 year ago

Updated 4 days ago

Starred 1 day ago by

Victor Taelin(Author of Bend, Kind, HVM). Also starred by

Travis Fischer(Founder of Agentic),

Akshat Bubna(Cofounder of Modal),

Elvis Saravia(Founder of DAIR.AI), and

2 more.

hermes-agent by NousResearch

65.1%

Autonomous AI agent for persistent learning and task automation

Integrates across messaging platforms (Telegram, Discord, Slack, WhatsApp) with scheduled automations.
Supports diverse LLM providers, voice transcription/synthesis, and web browsing tools.
Offers robust sandboxing (Docker, SSH, Modal) and a skill-based knowledge system.
Research-ready for parallel batch processing and reinforcement learning model training.

Created 7 months ago

Updated 16 hours ago

Starred 1 day ago by