#Tool Calling

97 related articles

2026年6月2日·3 min

LangChain Unified Interface in Practice: A Guide to Avoiding Model Invocation Pitfalls

A detailed comparison of LangChain's two model invocation approaches, focusing on init_chat_model unified interface usage and tips for avoiding DeepSeek V4 Pro Thinking Mode pitfalls in Agent scenarios.

Can You Really Transition to AI/LLM in Three Months? A Deep Dive into the Learning Roadmap

Tutorials

2026年6月1日·3 min

Can You Really Transition to AI/LLM in Three Months? A Deep Dive into the Learning Roadmap

Deep dive into a popular 3-month AI/LLM transition roadmap: from Python basics and Prompt engineering to LangChain, RAG, Agents, and hands-on projects, with realistic time estimates and pitfall warnings.

OpenRouter Free Models Tutorial: Accessing 28 Free AI Models & Deep Dive into the AI Market Landscape

Tutorials

2026年6月1日·3 min

OpenRouter Free Models Tutorial: Accessing 28 Free AI Models & Deep Dive into the AI Market Landscape

Guide to OpenRouter's 28 free AI models with API setup, covering GPT-OSS 120B, DeepSeek V4 Flash, and leaderboard insights into the AI model market landscape.

Gemini CLI with Any LLM: A Deep Dive into the EasyLLM CLI Open-Source Modification

Tutorials

2026年6月1日·4 min

Gemini CLI with Any LLM: A Deep Dive into the EasyLLM CLI Open-Source Modification

Deep dive into how EasyLLM CLI modifies Gemini CLI to support any LLM including local models, solving account barriers, model lock-in, and data security issues with code-level API integration.

Tutorials

Spring AI + MCP Protocol in Practice: …

2026年6月1日·3 min

Spring AI + MCP Protocol in Practice: Tool Calling, Security Authentication, and Enterprise Deployment

Deep dive into Spring AI and MCP protocol integration, covering tool calling, OAuth security, horizontal scaling, and context optimization for enterprise AI Agent services.

Opus 4.8 Lands on Cosmos: Breaking Down Its Long-Running Autonomous Task Execution

Tech Frontiers

2026年6月1日·2 min

Opus 4.8 Lands on Cosmos: Breaking Down Its Long-Running Autonomous Task Execution

Claude Opus 4.8 launches on Cosmos with multi-hour autonomous task execution, end-to-end ticket-to-PR workflows, and deep Linear/Sentry integration, marking a new era for AI coding assistants.

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Tech Frontiers

2026年5月31日·2 min

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Google Gemini Spark launches for AI Ultra subscribers. This intelligent action assistant works across apps, shifting AI from information provider to task executor. Deep dive into its capabilities and competitive edge.

Product Reviews

Zion No-Code Platform Hands-On: Buildi…

2026年5月30日·3 min

Zion No-Code Platform Hands-On: Building a Production-Ready E-commerce Mini Program from Scratch Without Writing a Single Line of Code

Hands-on review of Zion no-code platform: building a production-ready e-commerce mini program from scratch with visual design, built-in database, workflow orchestration, AI Agent integration, and one-click multi-platform publishing.

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Tech Frontiers

2026年5月30日·2 min

Step 3.7 Flash: Deep Dive into the 198B Sparse MoE Multimodal Model

Deep dive into StepFun AI's Step 3.7 Flash, a 198B sparse MoE vision-language model with 256K context and 3-level reasoning, excelling in multimodal understanding, AI coding, and Agent tool orchestration.

LFM2.5-8B-A1B: A MoE Model with 1.5B Active Parameters Delivering 4x Its Weight Class Performance

Tech Frontiers

2026年5月30日·2 min

LFM2.5-8B-A1B: A MoE Model with 1.5B Active Parameters Delivering 4x Its Weight Class Performance

Liquid AI releases LFM2.5-8B-A1B, a MoE model with 8B total params but only 1.5B active, matching 6B-class models in tool calling. Supports 128K context, local deployment, multilingual, with SGLang Day-0 support.

Tutorials

Cursor + MCP in Practice: A Complete G…

2026年5月29日·3 min

Cursor + MCP in Practice: A Complete Guide to Building a Browser Automation Agent

A detailed guide on integrating Playwright MCP Server with Cursor, covering Node.js setup with NVM, NPM mirror configuration, and building a browser automation agent step by step.

Tutorials

LangGraph 0.5.3 + MCP Agent Developmen…

2026年5月29日·2 min

LangGraph 0.5.3 + MCP Agent Development in Practice: Security Authentication & Deployment Guide

LangGraph 0.5.3 introduces MCP server security authentication and agent deployment solutions. Combined with Qwen3 models, it provides a complete production-grade AI agent development stack.

Tutorials

AI Agent Practical Development: A Comp…

2026年5月29日·3 min

AI Agent Practical Development: A Complete Guide from Concept to Building Production-Grade Intelligent Agents

A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.

Tutorials

Building an Agent Framework from Scrat…

2026年5月29日·2 min

Building an Agent Framework from Scratch: Breaking Down the Four Core Modules with Code Implementation

Learn how to split AI Agent capabilities into four modules—Tool Registry, Message Store, Agent Runtime, and Built-in Tools—and build a reusable, extensible Agent framework using Python decorators.

Tutorials

AI Agent Learning Roadmap: From Beginn…

2026年5月28日·3 min

AI Agent Learning Roadmap: From Beginner to Enterprise-Level Development in Three Months

A detailed three-month AI Agent learning roadmap covering LLM basics, ReAct paradigm, LangChain, memory mechanisms, tool calling, and multi-agent collaboration with practical project suggestions.

Tutorials

The Complete Guide to Cursor 2.0: Plan…

2026年5月28日·3 min

The Complete Guide to Cursor 2.0: Plan, Agent, and Ask — Three AI Modes Explained

A detailed guide to Cursor 2.0's three AI modes (Plan, Agent, Ask) and core features including inline editing, multi-Agent parallelism, project rules, and version control for efficient AI-powered development.

Tutorials

Codex Team Reveals a New AI Programmin…

2026年5月28日·4 min

Codex Team Reveals a New AI Programming Paradigm: Organizational Skills Replace Coding Skills

OpenAI's Codex team shows AI programming now prioritizes organizational skills over coding. Learn the four paradigm shift signals, efficient workflows, and how developer roles are being reshaped.

Tutorials

Multi-Model AI Development in Practice…

2026年5月28日·2 min

Multi-Model AI Development in Practice: A Guide to Unified API Gateway Architecture Design

Learn how to overcome single-model AI limitations by designing a unified API gateway architecture for multi-model collaboration, covering task routing, failover, and cost optimization strategies.

Product Reviews

Link CC MCP Plugin: 78 Tools That Let …

2026年5月28日·2 min

Link CC MCP Plugin: 78 Tools That Let AI Directly Control Cocos Creator to Build Games

Link CC MCP plugin integrates AI with Cocos Creator via MCP protocol, offering 78 automation tools for scene creation, node management, and component binding to build games from natural language.

Claude Agent SDK + LiteLLM + Local LLMs: Building a Zero-Cost AI Agent Platform

Tutorials

2026年5月28日·3 min

Claude Agent SDK + LiteLLM + Local LLMs: Building a Zero-Cost AI Agent Platform

Learn how to redirect Claude Agent SDK API requests to local LLMs via LiteLLM Proxy, achieving zero-cost inference while retaining full agent framework capabilities.