QwenAgents - Create AI Agents Featuring Function Calling, Code Interpreter, and, RAG!

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AI Summary

Summary: Alibaba Quinn 1.5 Model and Quen Agents

• Alibaba Quinn 1.5 Model:
  • Open-source with model sizes ranging from 0.5 to 72 billion parameters.
  • Superior performance compared to other open-source models, close to GPT-4.
• Quen Agents:
  • A framework for developing large niche model applications.
  • Features include instruction following, tool usage, planning, and memory capabilities.
  • Example: Browser Quin app, a Chrome extension for web page and document interaction.
  • Allows recording and summarizing of web pages, PDFs, Word, and PowerPoint files.
  • Includes function calling and a code interpreter for development.
• Community and Support:
  • Partnerships offering free AI tool subscriptions.
  • Patreon access provides consulting, networking, and collaboration opportunities.
  • Daily AI news, resources, tools giveaways, and more.
• Quen Agent Capabilities:
  • Versatile with function calling, code interpreter, and retrieval/generation abilities.
  • Can assist with browsing, navigating the web, and executing code snippets.
  • Supports multi-turn conversations for fluid interactions.
  • Data analytical tasks using the code interpreter feature.
• Developing with Quen Agent:
  • Repository with examples like PDF document Q&A bot, workstation chat mode bots.
  • Browser Quin app demonstrates the framework’s potential.
  • Installation requires git, cloning the repo, and installing requirements.
  • Option to use Alibaba’s model service or deploy local open-source models.
  • Examples include custom tools, group chat, function calling, and various chatbots.
• Getting Started:
  • Clone the repository and install the framework.
  • Set environment variables for using model services.
  • Examples and UI framework available for creating AI applications.
• Conclusion:
  • Quen agent is an underrated framework with vast potential.
  • Encouragement to explore and utilize Quen agent for AI development.
  • Links and resources provided for further engagement and learning.