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Ramandeep Singh
Ramandeep Singh

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Agentic Chatbot with OpenAI Agent Framework πŸ€–

Overview

This project demonstrates a powerful multi-modal chatbot built using OpenAI's Agent Framework. The chatbot can handle various tasks including financial data retrieval, weather information, image generation, and creative content creation. It showcases the capabilities of modern AI agents in handling complex, multi-step tasks with external API integrations.

Demo action

Tech Stack πŸ› οΈ

  • OpenAI API & Agent SDK
  • Anthropic API
  • External API Integrations:
    1. Yahoo Finance API πŸ’°
    2. OpenWeatherMap API 🌀️
    3. Gemini API for Image Generation 🎨

Architecture Diagram πŸ“Š

tech flow

Implementation Details πŸ”§

  1. Agent Core 🧠

    • OpenAI Agent Framework for task orchestration
    • Anthropic API for enhanced reasoning capabilities
    • Function calling for external API integration
  2. Available Tools πŸ› οΈ

    • Stock price lookup via Yahoo Finance
    • Weather data retrieval
    • Image generation using Gemini
    • ASCII art generation
    • Poem generation
  3. Workflow πŸ”„

    • User query processing
    • Intent recognition
    • Tool selection and execution
    • Response generation and formatting
    • Multi-modal output delivery

Key Features ✨

  • Multi-modal capabilities
  • Real-time data integration
  • Creative content generation
  • Seamless API integration
  • Natural language understanding

Future Enhancements πŸš€

  • Additional API integrations
  • Enhanced error handling
  • Performance optimization
  • Extended creative capabilities

Top comments (2)

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Nevo David

Sick, this kinda tech feels like its getting sharper fast - you think these bots will really get close to chatting like us, or is there always gonna be a line they can't cross?

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buildandcodewithraman profile image
Ramandeep Singh

Yes it looks like it's getting sharper fast. One day we will be able to chat with them like we do with each other in a natural language.πŸš€