#RAG debugging
1792 related articles
Tutorials·2 min
Ollama Tutorial: Complete Guide to Running DeepSeek, Qwen, and Other LLMs Locally with One Click
Complete guide to Ollama: install and run DeepSeek, Qwen, Kimi-K2.5, GLM-5 and more LLMs locally. 170K+ GitHub Stars, the most popular local LLM framework for offline AI inference and privacy.
Read more →
Tech Frontiers·1 min
LLM CLI Tool 0.32a1 Released: Fixes Tool-Calling Conversation Storage Bug
Simon Willison releases LLM CLI tool 0.32a1 preview, fixing a critical bug where tool-calling conversations failed to restore from SQLite. Learn about the update and installation.
Read more →
Tech Frontiers·2 min
Claude Memory Compiler: An Open-Source Solution for Giving AI Coding Assistants Persistent Memory
Claude Memory Compiler is an open-source project that builds an evolving memory system for Claude Code through a three-layer automated pipeline, solving the persistent amnesia problem of AI coding assistants.
Read more →
Deep Dives·2 min
Open Multi-Agent: A TypeScript Multi-Agent Orchestration Framework with Automatic Task DAG Generation
Deep dive into Open Multi-Agent, a TypeScript-native multi-agent orchestration framework with automatic task DAG generation, MCP integration, live tracing, and only three runtime dependencies. 6000+ GitHub Stars.
Read more →
Tech Frontiers·3 min
Strands Agents: An Open-Source SDK for Building AI Agents in Just a Few Lines of Python
Strands Agents is a trending GitHub project using model-driven design to let developers build AI Agents in just a few lines of Python. Learn its philosophy, use cases, and advantages over LangChain.
Read more →
Product Reviews·2 min
Browser Tools MCP: A Debugging Power Tool That Lets Cursor Read Browser Logs Directly
Browser Tools MCP syncs browser console logs, network requests, and JS errors to IDEs like Cursor via the MCP protocol, enabling AI-powered intelligent debugging.
Read more →
Tech Frontiers·1 min
Claude Code Multi-Agent: A New Paradigm for Full-Lifecycle Automated Development
Explore Claude-Code-Multi-Agent, an open-source project that uses multiple AI agents to automate the full software development lifecycle from requirements to delivery.
Read more →
Tutorials·1 min
A Curated Guide to Agent Skills for AI Coding Tools
Discover awesome-agent-skills, a curated GitHub list of AI Agent Skills for Cursor, Claude Code, and GitHub Copilot to boost your AI-assisted development.
Read more →
Product Reviews·1 min
Chatbox: A Comprehensive Analysis of the Open-Source Cross-Platform AI Client
Chatbox is an open-source cross-platform AI client with 40K GitHub stars, offering unified access to multiple LLMs with local data storage and offline support.
Read more →
Deep Dives·3 min
LangChain4j Explained: The Go-To Framework for Java Developers Building LLM Applications
A deep dive into LangChain4j's core features including unified API abstraction, RAG, Agent tool calling, and Spring Boot integration for building enterprise AI apps in Java.
Read more →
Product Reviews·4 min
Cube Studio: Tencent's Open-Source All-in-One AI Platform Covering the Full Pipeline from Large Model Training to Inference
Deep dive into Tencent Music's open-source Cube Studio cloud-native AI platform, covering distributed training, LLM fine-tuning, vLLM inference, VGPU virtualization, and Huawei Ascend adaptation.
Read more →
Product Reviews·4 min
Deep Dive into Cube Studio: Tencent's Open-Source All-in-One AI Platform
Deep dive into Tencent's open-source AI platform Cube Studio, covering distributed training, large model fine-tuning and inference, Pipeline orchestration, VGPU virtualization, and Huawei Ascend support for enterprise cloud-native MLOps.
Read more →
Product Reviews·2 min
nmem Open-Source Project Explained: A Six-Layer Memory Architecture That Makes AI Agents Smarter Over Time
Deep dive into nmem, an open-source AI Agent memory system featuring a six-layer memory hierarchy, hybrid search, confidence decay, cross-agent knowledge sharing, MCP integration, and more.
Read more →
Product Reviews·2 min
Safari MCP: The Most Resource-Efficient AI Browser Automation Solution on Mac
Safari MCP natively drives Safari via AppleScript, providing AI agents with 80 automation tools. Compared to Chrome DevTools, it reduces CPU usage by 40-60% on Apple Silicon, preserves login state, and runs silently in the background.
Read more →
Expert Opinions·2 min
In the Vibe Coding Era, Why RSS Is the Best Solution for Sharing Personal Apps
Vibe Coding makes building apps as easy as blogging, but how are these personal micro-apps discovered? Matt Webb proposes RSS for distributing vibe-coded apps, and Simon Willison has already implemented it.
Read more →
Product Reviews·4 min
Chatbox Open-Source AI Client In-Depth Review: A Cross-Platform Desktop Tool for Multi-Model Aggregation
In-depth review of Chatbox, an open-source AI client supporting unified access to GPT-4, Claude, Gemini and more. Covers core features, tech architecture, and comparisons with alternatives.
Read more →
Product Reviews·3 min
claude-skills: 232+ Skill Plugins That Transform AI Coding Agents into Full-Stack Experts
claude-skills offers 232+ skill plugins for 12 AI coding agents including Claude Code, Cursor, and Gemini CLI. With 14K GitHub Stars, it covers engineering, marketing, product, and compliance.
Read more →
Product Reviews·3 min
Chatbox Open-Source AI Client: A Complete Review of This Cross-Platform Desktop Tool with Multi-Model Support
In-depth review of Chatbox, an open-source AI client supporting GPT-4, Claude, Gemini and more. Covers core features, technical architecture, use cases, and comparisons with similar tools.
Read more →
Product Reviews·3 min
The Complete DeepSeek API Integration Ecosystem: Deep Dive into a 37K-Star Open Source Project
Deep analysis of DeepSeek's official awesome-deepseek-integration project with 37K GitHub stars. Covers IDE tools, chat clients, knowledge management, and Agent frameworks in the DeepSeek API ecosystem.
Read more →
Product Reviews·3 min
Simon Willison Builds an iNaturalist Observation Tracker with His Phone + Claude Code
Simon Willison built an iNaturalist observation visualization tool while camping using his phone and Claude Code, featuring a Python CLI, Git Scraping, and pure frontend three-layer architecture.
Read more →