Qwen-Agent
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Learn how to contribute to the Qwen-Agent project. Explore the repository, install dependencies, and submit pull requests following the four-layer architecture for effective collaboration.
Memory Management Strategies in Qwen-Agent: A Deep Dive into RAG-Based Knowledge HandlingExplore Qwen-Agent's memory management strategies. Learn how RAG, token budgets, and hybrid search optimize external knowledge handling for efficient agent performance.
How to Debug Issues with Qwen-Agent: A Complete Troubleshooting GuideTroubleshoot Qwen-Agent effectively by enabling DEBUG logging and tracing failures across agent runtime, LLM wrapper, and utility layers. Quickly find and fix Qwen-Agent issues.
Understanding the Logging Mechanisms in Qwen-Agent: A Complete GuideExplore Qwen-Agent logging mechanisms. Centralized stream-handled logger ensures consistent, environment-controlled diagnostics for agents, LLM backends, and tool implementations.
How to Use Qwen-Agent for Data Analysis: Building LLM-Powered Analytics with ReAct and Code InterpreterLearn to perform autonomous data analysis with Qwen-Agent. This guide shows how to build LLM-powered analytics using ReAct and Code Interpreter to execute Python, manipulate data, and visualize results.
How to Use Qwen-Agent for Web Browsing: A Complete Guide to BrowserQwenLearn to use Qwen-Agent for web browsing with BrowserQwen. Deploy the server, load the Chrome extension, and chat with AI about web content. A complete guide for efficient online interaction.
What Is the Underlying Model Architecture of Qwen-Agent?Discover the underlying model architecture of Qwen-Agent. Understand how this Python framework orchestrates Qwen Transformer models using Hugging Face configurations for dynamic loading.
How to Evaluate the Performance of Qwen-Agent: Complete Benchmarking GuideLearn how to evaluate Qwen-Agent performance with our comprehensive benchmarking guide. Explore the three-stage pipeline including agent inference, plan conversion, and constraint evaluation for a detailed analysis.
Performance Benchmarks for Qwen-Agent: DeepPlanning and Code Interpreter EvaluationExplore Qwen-Agent's performance benchmarks: DeepPlanning and Code Interpreter evaluate agentic planning and code generation for diverse tasks. Discover quantitative metrics for travel, shopping, math, and visualization.
How to Fine-Tune Qwen-Agent for Specific Tasks: A Complete Technical GuideLearn how to fine-tune Qwen-Agent for your specific tasks. This guide details serving custom models via OpenAI endpoints, configuring parameters, and using custom prompts & tools for specialized agent behavior.
Qwen-Agent Agent Types: A Complete Guide to AI Agent ClassesExplore Qwen-Agent's 20+ AI agent types. Discover assistants, ReAct reasoners, QA systems, writing agents, and orchestrators built on the core Agent class. Learn more today.
How to Manage Conversation History in Qwen-Agent: A Complete Technical GuideMaster conversation history management in Qwen-Agent. Learn to store, persist, and retrieve chat data using provided functions for seamless application development.
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