#visual perception
438 related articles
Product Reviews·4 min
AI Agent Framework Selection in 2025: Pros and Cons of Coze, AutoGPT, LangChain, and AutoGen
2025 comparison of four major AI Agent frameworks: Coze for beginners, AutoGPT/LangChain/MetaGPT for developers, Microsoft AutoGen for enterprise self-hosted deployment. A practical selection guide.
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Product Reviews·3 min
awesome-LLM-resources: A Deep Dive into GitHub's 8K-Star Comprehensive LLM Learning Resource Repository
Deep dive into awesome-LLM-resources, a GitHub 8K-star project covering multimodal AI, AI Agents, MCP protocol, model training/inference, and AI coding tools — a one-stop LLM learning guide.
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Tutorials·3 min
Claude Code Domestic Alternative: Low-Cost Deployment and Six Core Architecture Components Explained
Detailed guide on deploying Claude Code domestic alternatives via compatible API interfaces. Deep dive into six core systems: built-in tools, hierarchical memory, multi-Agent collaboration, and more.
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Tech Frontiers·2 min
Meta's New Feature: Parents Can View Their Children's Instagram Interest Tags and Algorithm Preferences
Meta launches new parental monitoring for Instagram Teen Accounts, letting parents view their child's algorithm interest tags and receive real-time notifications when new interests emerge.
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Tech Frontiers·3 min
Gemini Takes Full Control of Android Phones: A Deep Dive into Google's New AI Phone Control Features
Google unveils new Gemini features at Google I/O, deeply integrating AI into Chrome, smart autofill, and in-app controls — evolving from passive assistant to active AI Agent that controls your Android phone.
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Tech Frontiers·3 min
Waymo Recalls 3,791 Autonomous Vehicles: How a Robotaxi Drove Into Flooded Roads
Waymo recalls 3,791 robotaxis after a self-driving software flaw allowed a vehicle to enter a flooded road. Learn about the OTA fix, technical challenges in extreme weather, and industry impact.
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Tech Frontiers·3 min
TikTok Launches Ad-Free Subscription in the UK at £3.99/Month: Pricing, Details, and Industry Impact
TikTok launches a £3.99/month ad-free subscription in the UK for users 18+. Explore the pricing, rollout details, and what this means for the social media ad ecosystem.
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Deep Dives·3 min
Auto-Use Open Source Project Explained: One AI Agent to Handle Your OS, Browser, and Code
Deep dive into the Auto-Use open source project—an end-to-end AI Computer Use Agent that unifies OS control, browser automation, and coding. Analysis of architecture, competitors, and industry trends.
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Deep Dives·2 min
computer-use-windows: An Open-Source Framework for Building AI Desktop Agents on Windows
An open-source project based on Anthropic's Computer Use API, computer-use-windows enables AI agents to directly control the Windows desktop for automation tasks including office workflows and software testing.
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Deep Dives·3 min
Factifai: A Deep Dive into the Visual AI-Powered Open-Source Tool for CI/CD Automated Testing
Deep dive into how Factifai Agent Suite uses vision LLMs like Claude and GPT-4o to replace DOM selectors for natural language-driven automated testing with seamless CI/CD integration.
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Deep Dives·2 min
Deep Dive into open-computer-use: An Open-Source Computer Control Agent with 82% Accuracy
Deep dive into the open-source project open-computer-use, a computer control agent achieving 82% accuracy on OSWorld benchmark. Covers its TypeScript stack, remote/local deployment, and RPA applications.
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Product Reviews·3 min
Deep Dive into CowAgent: The Open-Source AI Agent Framework with 44,000 Stars
Deep analysis of CowAgent (formerly chatgpt-on-wechat), a 44K-star open-source AI Agent framework with proactive thinking, task planning, skill creation, and multi-platform support for building personal AI assistants and enterprise digital employees.
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Product Reviews·2 min
Deep Dive into LobeHub: The 76K-Star Open Source Multi-Agent Collaboration Workspace
Deep dive into LobeHub's open-source agent collaboration platform covering multi-Agent collaboration, agent marketplace, TypeScript architecture, and the multi-agent system trends behind its 76K stars.
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Product Reviews·4 min
RuoYi-AI Open Source Framework: A One-Stop Solution for Java Enterprise AI Application Development
A deep dive into RuoYi-AI, a Java-based enterprise AI development platform supporting multi-vendor LLM integration, RAG knowledge bases, and agent orchestration. 5,200+ Stars on GitHub.
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Tutorials·3 min
MiniMind-V: A Complete Tutorial to Train a 65M Parameter Vision Multimodal LLM from Scratch in 2 Hours
MiniMind-V is a lightweight open-source VLM project that trains a 65M parameter vision multimodal model from scratch in just 2 hours. Learn its architecture, training pipeline, and educational value.
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Product Reviews·2 min
BGAgents Open Source Project: Turning Claude Code and Codex into Background Agent Services
BGAgents is an open-source project that transforms Claude Code and OpenAI Codex into background agent services, offering REST API, visual UI, and MCP protocol access for parallel scheduling and automation.
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Product Reviews·5 min
LobeHub Deep Dive: A 76K Star Open-Source Multi-Agent Collaboration Platform
Deep dive into LobeHub, a 76K Star open-source AI agent collaboration platform covering multi-agent mechanisms, team design, TypeScript architecture, and open-source ecosystem.
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Product Reviews·5 min
CowAgent Open Source Project Deep Dive: The AI Agent Super Assistant with 44,000 Stars
Deep dive into CowAgent (formerly chatgpt-on-wechat), an open source AI Agent with 44,000+ GitHub Stars. Features autonomous thinking, skill creation, long-term memory, and multi-platform support for WeChat, Feishu, and DingTalk.
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