Agentic Chatbot with OpenAI Agent Framework 🤖
Ramandeep Singh

Ramandeep Singh @buildandcodewithraman

About: Experienced developer turned Product manager with coding expertise in Java & Python. Passionate about AI, data science, and building Gen AI apps. Exploring new tools daily. Let's connect!

Location:
Delhi
Joined:
Dec 25, 2024

Agentic Chatbot with OpenAI Agent Framework 🤖

Publish Date: Apr 19
5 2

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 🛠️

  • OpenAI API & Agent SDK
  • Anthropic API
  • External API Integrations:
    1. Yahoo Finance API 💰
    2. OpenWeatherMap API 🌤️
    3. Gemini API for Image Generation 🎨

Architecture Diagram 📊

tech flow

Implementation Details 🔧

  1. Agent Core 🧠

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

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

    • 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 🚀

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

Comments 2 total

  • Nevo David
    Nevo DavidApr 20, 2025

    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?

    • Ramandeep Singh
      Ramandeep SinghApr 22, 2025

      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.🚀

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