#knowledge graph
1932 related articles
Product Reviews·5 min
Unsloth: The Open-Source Tool That Speeds Up Local LLM Fine-Tuning by 5x
Unsloth is an open-source LLM training tool with 63,000+ GitHub Stars. It supports local fine-tuning of Gemma 4, Qwen3, DeepSeek and more, with Web UI, VRAM optimization, and 2-5x training speedup on consumer GPUs.
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Product Reviews·5 min
BuildWithClaude: A Claude Extension Resource Directory with 2800+ Stars
BuildWithClaude is a GitHub project with 2876 Stars aggregating Claude ecosystem resources across Skills, Agents, Plugins and more. Learn its core features and usage to discover and integrate Claude Code extensions.
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Product Reviews·3 min
AgentChat Open Source Project: An AI Agent Platform Integrating MCP, RAG, and LangChain
Deep analysis of AgentChat, an open-source AI agent platform integrating MCP protocol, RAG retrieval-augmented generation, LangChain framework, and Function Call for multi-Agent collaboration and custom workflows.
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Product Reviews·3 min
Tianshu: Open-Source AI Document Parsing Platform — A One-Stop Solution for PDF to Markdown Conversion
Tianshu (mineru-tianshu) is an enterprise-grade open-source AI document preprocessing platform supporting PDF/Office to Markdown conversion, MCP protocol AI assistant integration, with a Vue3+FastAPI full-stack architecture for RAG systems and enterprise knowledge bases.
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Product Reviews·5 min
Awesome Claude Code: Deep Dive into a 40K-Star Resource Collection
Deep analysis of the 42,000+ star awesome-claude-code GitHub repository, covering Skills, Hooks, Slash Commands, Agent Orchestrators and more to help developers master the Claude Code ecosystem.
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Tutorials·5 min
Claude Code Best Practices: What a 50K-Star Project Reveals About Engineering AI-Assisted Programming
Deep analysis of the 50K-star GitHub project claude-code-best-practice, covering the transition from Vibe Coding to Agentic Engineering with frameworks for context engineering, task orchestration, and iterative development.
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Tutorials·4 min
Spring AI in Practice: From Love Guru to ReAct Autonomous Planning Agent Development Guide
A practical guide to building AI Agents with Spring Boot 3, Java 21, and Spring AI — covering RAG, Tool Calling, MCP protocol, and ReAct pattern with the yu-ai-agent open-source project.
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Deep Dives·3 min
Ruflo Open-Source Framework: Claude Multi-Agent Orchestration Platform Architecture and Practical Guide
Deep analysis of Ruflo open-source multi-agent orchestration platform, covering swarm intelligence, RAG integration, Claude Code native support, and comparisons with LangGraph and CrewAI.
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Product Reviews·2 min
DiffSynth-Studio: A Complete Guide to the Open-Source Diffusion Model Tool with 12,000+ Stars
DiffSynth-Studio is an open-source diffusion model tool by ModelScope with 12,000+ GitHub stars. This guide covers its features, community momentum, and accessibility for AI image generation.
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Product Reviews·4 min
Deep Dive into CowAgent: The Open-Source AI Assistant Framework with 44K GitHub Stars
Deep dive into CowAgent, a 44K-star open-source AI Agent framework supporting WeChat, Feishu, DingTalk integration with GPT, DeepSeek, Qwen models, featuring proactive thinking, task planning, and skill creation capabilities.
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Product Reviews·4 min
SwitchBot Button Robot Mother's Day Sale at $26.99: The Lowest-Cost Entry Into Smart Home
SwitchBot Bot Rechargeable drops to $26.99 for Mother's Day, over 20% off. This button robot smartifies traditional switches without replacing devices — the lowest-cost smart home entry point. Includes purchase links, promo code FORHER20, and use cases.
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Product Reviews·3 min
8K Stars on GitHub: Deep Dive into the Most Comprehensive LLM Learning Resource Repository
Deep dive into the GitHub project awesome-LLM-resources (8200+ stars): a comprehensive guide covering multimodal AI, AI Agents, MCP protocol, model training, inference optimization, and small language models.
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Tutorials·3 min
Simon Willison Uses Claude Code on His Phone to Add Wildlife Observation Features to His Blog
Simon Willison used Claude Code's web version on his phone to add iNaturalist wildlife observation sync to his blog, going from prototype to production in just two days.
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Tutorials·5 min
Building an iNaturalist Data Display Tool with Claude Code on a Phone: The Complete Workflow
Simon Willison built an iNaturalist display tool on his phone while camping using Claude Code, with a zero-cost serverless architecture of Python CLI + Git Scraping + static frontend.
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Product Reviews·4 min
Cube Studio Deep Dive: A Practical Guide to Tencent's Open-Source One-Stop MLOps Platform
Deep dive into Tencent's open-source Cube Studio: architecture, large model training/fine-tuning, vLLM inference, distributed training ecosystem, Ascend adaptation, and VGPU compute management for enterprise MLOps.
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Deep Dives·3 min
Langflow Deep Dive: The AI Workflow Visual Builder with 140K+ GitHub Stars
Deep dive into Langflow, the open-source AI workflow builder with 147K GitHub Stars. Explore its drag-and-drop visual editor, LangChain integration, RAG building capabilities, and low-code AI development features.
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Tutorials·5 min
Ollama Tutorial: One-Click Local Deployment of DeepSeek and Other LLMs
Ollama is an open-source tool with 170K+ GitHub Stars for running DeepSeek, Qwen, Gemma and other LLMs locally. Learn installation, supported models, use cases and core advantages.
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Product Reviews·3 min
Deep Dive into LobeHub Open-Source Platform: A New Paradigm for Multi-Agent Collaboration with 76K Stars
Deep dive into LobeHub, an open-source AI Agent collaboration platform with 76K+ GitHub Stars. Built with TypeScript for multi-agent team collaboration, compared with LangChain, AutoGPT, and Dify.
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Product Reviews·2 min
IBM Granite 4.1 Open-Source Models: Hands-On SVG Generation Test Across 21 Quantized Versions
IBM releases Granite 4.1 open-source LLMs (Apache 2.0). Simon Willison tests 21 GGUF quantized versions on SVG generation, revealing model size matters far more than quantization precision.
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Product Reviews·4 min
Zotero MCP Plugin: Let AI Directly Read and Analyze Your Reference Library
Zotero MCP Plugin integrates Zotero with AI assistants like Claude via the MCP protocol, enabling literature search, full-text PDF analysis, and intelligent Q&A based on your personal reference library.
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