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ai-tour-guide's Introduction

AI Tour Guide

This project aims to create an AI-powered virtual tour guide that uses a text-to-speech engine to provide informative narrations about various locations and allows users to ask questions about the place they are visiting.

Features

  • Interactive tour guide with text-to-speech capabilities.
  • Easy-to-use interface for users to interact with the AI guide.
  • Continuous integration and deployment for seamless updates.

12-Week Project Timeline

Week 1-2: Topic Ideation and Research

  • Conduct brainstorming sessions to outline the project scope and features.
  • Research existing solutions and technologies for virtual tour guides.

Week 3-4: Model Exploration and Selection

  • Evaluate TTS models
  • Experiment with pre-trained models and select the most suitable ones.

Week 5: RAG (Retrieval-Augmented Generation) System Development

  • Webscrape data for various locations
  • Implement a Retrieval-Augmented Generation (RAG) system to pull up facts and information in response to user questions.
  • Integrate the RAG system with the NLP model to enhance the accuracy and relevance of responses.
  • Source and preprocess data to be used by the RAG system.

Week 6: Backend Development

  • Set up the backend framework (Flask/Django).
  • Develop RESTful APIs for fetching location data and processing user queries.
  • Integrate text-to-speech and NLP models into the backend.

Week 7-8: Frontend Development

  • Set up the frontend framework (React/Angular).
  • Design and implement the user interface for the virtual tour guide.

Week 9: Integration and Testing

  • Integrate frontend with backend APIs.
  • Conduct unit and integration tests for both frontend and backend.
  • Perform user testing sessions to gather feedback.

Week 10: Deployment Setup

  • Set up cloud infrastructure (e.g., AWS, Google Cloud) for deployment.
  • Configure continuous integration (CI) pipelines using tools like Jenkins or GitHub Actions.
  • Prepare for continuous deployment (CD) to ensure seamless updates.

Week 11-12: Final Testing and Documentation

  • Conduct end-to-end testing to ensure all features work as expected.
  • Monitor application performance and user feedback.
  • Make Detailed documentation about the project

ai-tour-guide's People

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