[KongchangAI]

#Agent

117 related articles

Complete Installation & Configuration Guide for VectCut AI Editing Agent: Windows & Mac
Tutorials
·3 min

Complete Installation & Configuration Guide for VectCut AI Editing Agent: Windows & Mac

Complete guide to installing and configuring VectCut AI Editing Agent on Windows and Mac, covering client download, CapCut draft path setup, and Git Bash installation.

Read more →
LangChain Core Concepts Explained: A Complete Guide to Components, Chains, and Agents
Tutorials
·3 min

LangChain Core Concepts Explained: A Complete Guide to Components, Chains, and Agents

Deep dive into LangChain's three core concepts—Components, Chains, and Agents. Learn how this open-source framework connects LLMs to the external world and helps developers build enterprise AI apps.

Read more →
Kimi K2.6 In-Depth Review: A Complete Breakdown of Its Coding and Agent Capabilities
Product Reviews
·3 min

Kimi K2.6 In-Depth Review: A Complete Breakdown of Its Coding and Agent Capabilities

In-depth review of Kimi K2.6's coding, Agent collaboration, and visual development capabilities. #1 open-source on SWE-Bench Pro, 300 parallel sub-agents, API priced at 1/3 of competitors.

Read more →
Kimi K2.5 Fully Open-Sourced: Deep Dive into 1T Parameter MoE Architecture + Agent Cluster Capabilities
Tech Frontiers
·2 min

Kimi K2.5 Fully Open-Sourced: Deep Dive into 1T Parameter MoE Architecture + Agent Cluster Capabilities

Deep dive into Moonshot AI's fully open-sourced Kimi K2.5: 1T parameter MoE architecture, Vision-to-Code capabilities, and 100-Agent parallel cluster system topping open-source benchmarks.

Read more →
Learning LLM Application Development from Scratch: A Complete Roadmap from RAG to Agent
Tutorials
·3 min

Learning LLM Application Development from Scratch: A Complete Roadmap from RAG to Agent

How to start LLM application development from scratch? A complete roadmap covering Python basics, RAG knowledge bases, and Agent development with LangChain.

Read more →
LLM Learning Roadmap: A Complete Guide from Beginner to Project Implementation Across Seven Core Modules
Tutorials
·3 min

LLM Learning Roadmap: A Complete Guide from Beginner to Project Implementation Across Seven Core Modules

A systematic breakdown of seven core LLM learning modules covering environment setup, Prompt Engineering, RAG, Agents, dev frameworks, fine-tuning, and hands-on projects for developers.

Read more →
Three AI Agents Tested Head-to-Head: Which One Handles E-Commerce Livestream Data Analysis Best?
Product Reviews
·3 min

Three AI Agents Tested Head-to-Head: Which One Handles E-Commerce Livestream Data Analysis Best?

Testing three AI Agents on e-commerce livestream data analysis: local deployment memory limits, costly overseas APIs, and how a cloud-based multi-model solution delivers a complete business workflow.

Read more →
8 Core Concepts of AI Programming: From Chat Mode to Engineering Mode
Tutorials
·2 min

8 Core Concepts of AI Programming: From Chat Mode to Engineering Mode

A systematic breakdown of 8 core AI programming concepts: Agent, Sandbox, Permissions, Cloud.md, MCP, Skills, Subagents, and Non-interactive — evolving from chat mode to engineering mode.

Read more →
AI Agent Developer Toolchain: Code Search, Diff Viewing & K8s Config Generation in Practice
Industry Insights
·1 min

AI Agent Developer Toolchain: Code Search, Diff Viewing & K8s Config Generation in Practice

Deep dive into AI Agent developer tools: Symbol code search saves 98% Tokens, plus Filess AMD local notes, K8s config generation, and more practical tools.

Read more →
Agentic Search in Practice: A Guide to Selecting and Combining Search Tools for Agent Context
Tutorials
·1 min

Agentic Search in Practice: A Guide to Selecting and Combining Search Tools for Agent Context

Elastic engineer shares Agentic Search methodology: from traditional RAG limitations to Agent search tool combination strategies, covering semantic search, general query, and Shell tool comparisons.

Read more →
Claude Code Practical Guide: 26 Pro Tips to Master This AI Coding Agent
Tutorials
·2 min

Claude Code Practical Guide: 26 Pro Tips to Master This AI Coding Agent

In-depth guide to Anthropic's Claude Code: 26 practical tips covering CLAUDE.md, Hooks, MCP, Skills, and Subagents for mastering this autonomous AI coding Agent.

Read more →
AI Learning Roadmap for Java Developers: From LLMs to RAG and Agent Development
Tutorials
·1 min

AI Learning Roadmap for Java Developers: From LLMs to RAG and Agent Development

A dedicated AI learning roadmap for Java developers covering Spring AI, LangChain4J, RAG, and Agent development — from fundamentals to production deployment.

Read more →
Gizang-PPT-Skill Open Source Project: An AI Agent Magazine-Quality PPT Creation Tool with 8K Stars
Product Reviews
·2 min

Gizang-PPT-Skill Open Source Project: An AI Agent Magazine-Quality PPT Creation Tool with 8K Stars

Deep dive into Gizang-PPT-Skill, an 8K-star GitHub project that equips AI Agents with visual design skills for magazine-quality PPT creation with consistent aesthetics.

Read more →
Replit Agent 3 Deep Dive: The AI Coding Powerhouse That Works 200 Minutes Straight
Product Reviews
·2 min

Replit Agent 3 Deep Dive: The AI Coding Powerhouse That Works 200 Minutes Straight

Deep analysis of Replit Agent 3's multi-agent architecture and browser simulation testing. Compare with GitHub Copilot and Cursor, and see how this AI assistant works 200 minutes straight to help anyone build apps in an hour.

Read more →
Claude Code + Cline in Practice: Building a Meeting Summary Agent Skill from Scratch
Tutorials
·2 min

Claude Code + Cline in Practice: Building a Meeting Summary Agent Skill from Scratch

Learn how to build a Meeting Summary Agent Skill with Claude Code and Cline, covering MCP protocol integration, sentiment analysis, and structured output design.

Read more →
LangChain Agent Executor Architecture: Building a ReAct Agent from Scratch
Tutorials
·2 min

LangChain Agent Executor Architecture: Building a ReAct Agent from Scratch

Deep dive into LangChain Agent Executor internals, covering the ReAct reasoning-action-observation loop, tool choice strategies, and building a custom Agent Executor from scratch.

Read more →
LangChain AI Agent in Practice: Complete Tutorial on Streaming Output + Parallel Tool Calling
Tutorials
·2 min

LangChain AI Agent in Practice: Complete Tutorial on Streaming Output + Parallel Tool Calling

Learn how to build a production-grade AI Agent chat app with LangChain and FastAPI, covering streaming tokens, asyncio parallel tool calling, SerpAPI async conversion, and structured output.

Read more →
Claude Code Agent Teams Practical Guide: 30 Tips for Efficient Collaboration
Tutorials
·1 min

Claude Code Agent Teams Practical Guide: 30 Tips for Efficient Collaboration

In-depth analysis of 30 practical tips for Claude Code Agent Teams, covering team formation, task planning, cost control, and file conflict avoidance.

Read more →