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k0msenapati/talk-to-page

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talk-to-page

⭐ About

  • Open-source web app for chatting with web pages.
  • Built with Next.js, CopilotKit.
  • Uses a self-RAG LangGraph agent to interact with URLs.
  • Simplifies web content extraction and conversation.
Demo VideoBlog Post
YouTubeBlog

🛠️ Tech Stack

Next.jsCopilotKitTailwind CSSShadCN UILangGraphFastAPI

📤 Set up

Setting Up the Agent and UI

1. Get an API Key
  • Obtain aGROQ_API_KEY.
2. Clone the Repository
  • Clone the repository to your local machine:
    git clone https://github.com/kom-senapati/talk-to-page.git
3. Set Up the Agent
  • Navigate to the agent directory:
    cd agent
  • Install dependencies using Poetry:
    poetry install
  • Create a.env file inside the./agent directory with yourGROQ_API_KEY:
    GROQ_API_KEY=YOUR_API_KEY_HERE
  • Run the agent demo:
    poetry run demo
4. Set Up the UI
  • Navigate to the UI directory:
    cd ./ui
  • Install dependencies using Bun:
    bun i
  • Create a.env file inside the./ui directory with yourGROQ_API_KEY:
    GROQ_API_KEY=YOUR_API_KEY_HERE
  • Run the Next.js project:
    bun dev

Troubleshooting

  1. Ensure no other local application is running on port8000.
  2. In the file/agent/rag_agent/demo.py, change the address from0.0.0.0 to127.0.0.1 orlocalhost if needed.

📧 Contact

Hi, I'm K Om Senapati! 👋
Connect with me onLinkedIn,X and check out my other projects onGitHub.

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