LLM Chatbot - AI Assistant

An intelligent chatbot powered by Large Language Models with natural language processing capabilities

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AI Chatbot Interface

Demonstration

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AI Chatbot Interface

Project Overview

An intelligent chatbot powered by Large Language Models with natural language processing capabilities This project showcases advanced AI integration and real-time communication capabilities. Built with modern web technologies, it demonstrates expertise in machine learning APIs and user experience design.

Key Features

•Natural language conversation

•Context-aware responses

•Multi-language support

•Real-time chat interface

•Conversation history

•Custom model fine-tuning

•API integration capabilities

•User session management

Technologies Used

Python

OpenAI API

FastAPI

React

WebSocket

PostgreSQL

Docker

Challenges Faced

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Optimizing response time for real-time chat

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Managing conversation context and memory

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Handling API rate limits and costs

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Implementing secure API key management

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Creating intuitive user interface

Solutions Implemented

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Implemented streaming responses for better UX

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Used conversation memory with sliding window approach

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Applied intelligent caching and request batching

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Implemented secure environment variable management

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Created responsive React components with real-time updates

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