NLP Multilingual Chatbot

OpenAI and Pinecone Integration

Project Overview

Developed a sophisticated multilingual chatbot leveraging advanced neural network models, featuring seamless text-to-speech and speech-to-text capabilities. The system provides natural language understanding across multiple languages while maintaining context awareness.

Key Features

Contextual Understanding

Advanced NLP for maintaining conversation context

GPT-4 & GPT-3.5 Turbo

State-of-the-art language models integration

Pinecone Vector DB

Efficient semantic search and retrieval

Multilingual Support

Seamless communication in multiple languages

Technology Stack

  • OpenAI GPT Models
  • Pinecone Vector Database
  • Python
  • FastAPI
  • WebSocket

Impact

  • Enhanced conversational intelligence
  • Scalable and automated workflow
  • Seamless integration with OpenAI and Pinecone