Twine

Usama AI — LLM-Powered Chatbot

Muhammad Usama
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Usama AI | AI-Powered Chatbot with LLM and API Integration

Developed an AI-powered chatbot that integrates large language models and external APIs to support conversational interactions and live web-based question answering.

Key Contributions:

  • Integrated large language model APIs for conversational responses.
  • Connected web search functionality using external search APIs.
  • Implemented backend logic to manage requests and communicate with AI services.
  • Developed a modern chat interface using web technologies.
  • Applied server-side handling for API credentials to avoid exposing secrets in client-side code.
  • Explored streaming responses and AI-powered application workflows.

Technology Stack: Next.js, JavaScript, LLM APIs, REST APIs, AI Integration, Web Search APIs.

Project Focus: Generative AI, LLM Integration, AI Application Development, API Engineering.

Role: Full-Stack AI Developer