Independent Column

Open-source projects worth exploring

Runnable, documented projects worth studying and extending.

OthersScraplingPW
python, web-scraping, crawler, automation

Scrapling

An adaptive web crawler framework supporting all scenarios from single requests to large-scale crawling, with built-in anti-detection and intelligent parsing capabilities

6173
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Efficiency toolsClaude's science skills kit: claude-scientific-skills, 138 plug-and-play science skills, 20+ fieldsPW
claude skills

Claude's science skills kit: claude-scientific-skills, 138 plug-and-play science skills, 20+ fields

It offers 138 plug-and-play scientific skills covering more than 20 fields including bioinformatics, drug discovery, materials science, and clinical research, helping researchers accelerate research, data processing, and scientific education

6180
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OthersLangflowPW
Visualization, RAG, Agent, Python

Langflow

A visualization framework for RAG and multi-agent AI applications, supporting drag-and-drop build and Python customization

6173
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OthersOpen SoraPW
Sora, video generation, open source, and reproducibility

Open Sora

Reproducing open-source Sora video generation projects, supporting video generation from text and images

6175
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OthersDiT-based audio-video base model: LTX-2 is open-source, 19B, directly outputs video + narration + live audio videoPW
Video generation model, open source, model

DiT-based audio-video base model: LTX-2 is open-source, 19B, directly outputs video + narration + live audio video

LTX-2 is an audio and video generation model based on DiT, open-source, supporting direct output of visuals, narration, and live sound effects. This model is about 18 times faster than the Wan 2.2-14B on the NVIDIA H100, suitable for quickly generating short videos and ads, but can cause confusion during group dialogues

6173
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Othersnotebooklm-pyPW
NotebookLM, Google, Python, API, Agent

notebooklm-py

Google NotebookLM's unofficial Python API and agent capabilities support full programmable access to NotebookLM functionality via Python, CLI, and AI Agent.

6176
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OthersMiroFish swarm intelligence enginePW
swarm-intelligence, prediction, AI, Python

MiroFish swarm intelligence engine

A simple and universal swarm intelligence engine that can predict everything. Based on Swarm Intelligence's forecasting framework, suitable for various forecasting scenarios including finance, weather, and trends.

6177
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AI and AgentsExUI (Open Interpreter)PW
Code execution, natural language, local operation, automation

ExUI (Open Interpreter)

Let LLMs run code locally, control computers through natural language, and execute Python, Shell, and other languages

6175
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OthersArnis - Real-world Minecraft GeneratorPW
Minecraft, map generation, Rust, open source, games

Arnis - Real-world Minecraft Generator

Tools written in Rust can accurately restore any real-world geographic location into Minecraft. Based on OpenStreetMap data, 10k+ stars

6180
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OthersBitNetPW
LLM, quantization, inference, microsoft

BitNet

Microsoft's official 1-bit LLM inference framework enables efficient inference of ultra-low bit quantization models, significantly reducing deployment costs and hardware requirements for large models. 35k+ stars。

6181
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AI and AgentsSWE-agentPW
Automatic bug fixing, GitHub, Princeton, code fixes

SWE-agent

Princeton's open-source automatic bug repair agent can automatically locate and fix code issues on GitHub

6174
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OthersCC-SwitchPW
Desktop tools, AI programming, multiple agents, efficiency tools

CC-Switch

Cross-platform desktop All-in-One assistant for unified management of multiple AI programming tools such as Claude Code, Codex, OpenCode, and Gemini CLI. 23k+ stars, switching all programming agents in one interface.

6181
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OthersOpenVikingPW
AI Agent, context management, memory system, ByteDance

OpenViking

ByteDance's open-source AI Agent context database manages the memory, resources, and skills required by agents through a file system model, supporting layered context distribution and self-evolution.

6176
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OthersHermes AgentPW
AI Agent, self-evolving, multi-platform, open source

Hermes Agent

A self-evolving AI agent from Nous Research with a built-in learning loop. Supports multiple platforms including Telegram, Discord, and Slack, runs on $5 VPS, and is compatible with 200+ models.

6178
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Efficiency toolsSuperpowers: A complete development workflow that uses Claude Code, allowing AI to "think clearly" before writing code according to the workflow, reducing the chances of code going off track, reworked, or unfinishedPW
claude skills, AI

Superpowers: A complete development workflow that uses Claude Code, allowing AI to "think clearly" before writing code according to the workflow, reducing the chances of code going off track, reworked, or unfinished

Superpowers is a comprehensive development workflow designed to help AI systematically think before writing code, reducing the likelihood of errors and rework. By breaking down each step into verifiable small tasks, AI can autonomously complete and cross-check, while humans only make decisions at critical points, thereby enhancing AI programming capabilities

6174
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OthersHermes AgentPW
agent, nous-research, python, llm

Hermes Agent

NousResearch's intelligent agent framework continuously evolves with use, supporting tool calls and multi-turn conversations.

6072
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OthersOpenVikingPW
Context management, agent memory, Volcano engine, RAG

OpenViking

ByteDance Volcano Engine uses an open-source AI Agent context database that manages agent memory, resources, and skills uniformly using a file system paradigm, supporting layered context loading and visual retrieval

6077
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Efficiency toolsClaude HUDPW
claude-code, plugin, developer-tools

Claude HUD

Claude Code's real-time status panel plugin displays context usage, tool activity, sub-agent status, and task progress, without the need for additional windows.

6076
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OthersRAGFlowPW
RAG, document parsing, knowledge base, deep understanding

RAGFlow

The RAG engine based on deep document understanding supports precise parsing and high-quality Q&A for complex document formats

6078
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Efficiency toolsA 3D human model generation project: StructLDM, which can generate complete 3D human bodies and supports partial editing and modifications, such as changing clothes or changing posesPW
3D human body generation, model

A 3D human model generation project: StructLDM, which can generate complete 3D human bodies and supports partial editing and modifications, such as changing clothes or changing poses

StructLDM is an open-source project capable of generating complete 3D human models, supporting the generation of different poses and perspectives, as well as editing and modifying clothing and body shapes, allowing for local try-on and identity swapping.

6077
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AI and AgentsOpenDataLoader PDFPW
PDF, AI, data processing, open source, document parsing

OpenDataLoader PDF

AI-ready PDF parser for automated PDF accessibility processing. Supports intelligent table recognition, multilingual OCR, and structured data output, open source and free, currently ranked first on GitHub's trending list

6074
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OthersQwen-AgentPW
Agent framework, Qwen, MCP, Function Calling

Qwen-Agent

Based on Qwen 3.0+, the Agent development framework supports Function Calling, MCP, Code Interpreter, RAG, Chrome extensions, etc., and has served as the backend for Tongyi Qianwen Chat.

6072
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Efficiency toolsBrowser UsePW
Browser automation, agents, web operations, AI

Browser Use

Let AI Agents browse web pages like humans, performing clicks, typing, and navigation operations

6072
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OthersHindsightPW
Agent memory, self-evolution, vector storage, open source

Hindsight

Agent memory system that can automatically learn and evolve through interactions. Open source by Vectorize, helping AI Agents build persistent, retrieval-resistant memory capabilities.

6072
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