LangGraph + CoAgents - Create Applications With A Human-In-The-Loop AI System! (Opensource)

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AI Summary

Summary of the Video Transcript

• Introduction to Copa Kit Update:
  • Copa Kit introduced co-agents, enhancing human-AI collaboration.
  • Co-agents connect Lang graph agents to humans via dynamic UIs, real-time updates, shared states, and interactive Q&A sessions.
  • Copa Kit is an open-source AI framework for building custom AI copilots (chatbots, agents, text areas).
• Features of Copa Kit:
  • Real-time, user-specific context.
  • Ability to take action on behalf of the user, automating tasks and providing assistance.
• Demonstration of Copa Kit:
  • AI-powered spreadsheet app integration.
  • AI copilot assists with data interaction and analysis.
• Building a Human-in-the-Loop Agent System:
  • Creating a specialized research agent with Lang graph.
  • Linking to a full-stack application through Co-agents.
  • Resulting in a clone of Perplexity showcasing human-in-the-loop systems.
• Demo Explanation:
  • Simple app that answers queries, such as comparing electric car sales in 2024 vs. 2023.
  • Real-time progress indicators and data extraction from the web.
  • Results streamed into the UI.
• Langra Studio and Agent Workflow:
  • Langra Studio allows for building, inspecting, and debugging agents.
  • Workflow includes nodes for steps, search, extract, and summarize.
  • The summarized node outputs answers in markdown format.
• Integrating Langra Agent with Co-agents:
  • Code available on GitHub.
  • Fast API endpoint serves the agent.
  • Intermediate state streaming to the UI.
• UI Code and Co-pilot Kit Integration:
  • Next.js application with co-pilot kit backend.
  • Defining remote actions and endpoints for the Langra agent.
  • Wrapping the application with co-pilot kit provider.
• Conclusion:
  • The video showcases how to build a human-in-the-loop system with Lang graph and Co-agents.
  • Encourages viewers to check out the GitHub repository and documentation for more information.
  • Offers Early Access to co-agents through a form.

Detailed Instructions and URLs

• GitHub Repository: (URL not provided in the transcript)
• Early Access Form: (URL not provided in the transcript)
• Langra Studio: A tool for building and debugging Lang graph agents.
• Fast API Endpoint: Serves the agent on Port 8,000.
• Next.js Application: Used for the UI code with co-pilot kit integration.
• Co-pilot Kit Backend SDK: Wraps the Langra agent for integration.
• Co-pilot Kit Provider: From the react core package, wraps the application to provide access to the co-pilot state.

(Note: The exact URLs for the GitHub repository and Early Access form were not provided in the transcript, hence they are not included in the summary.)