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