Scope of Work: HomeHapp AI Chatbot Development (MVP)
Project Overview:
Homehapp is an AI-powered chatbot designed to assist users in searching for properties by understanding their natural language requirements and applying relevant filters. The chatbot will initially be trained on cities and areas in London and will provide high-level summaries and links to the best-matching properties found on internet sites and provided databases.
Objective:
Develop an MVP version of Homehapp to be hosted on [. ] focusing on core functionality and user experience. The development process will be divided into stages, with this document outlining the scope of work for the first stage.
Scope of Work:
Chatbot design and architecture
Design the overall architecture and flow of the chatbot, including user interactions and data processing.
Determine the underlying natural language processing (NLP) and understanding (NLU) technology to be used (e.g., GPT-3.5 or higher, Rasa, Dialogflow).
Data collection and training
Collect and preprocess data related to London properties from various sources, such as websites, APIs, or provided databases.
Train the chatbot model on the property data, focusing on understanding user requirements in natural language and extracting relevant filters and prompts.
Chatbot integration and user interface
Develop a user-friendly chat interface for homehapp using web development frameworks (e.g., React or Angular for frontend, Flask or Django for backend).
Integrate the chatbot model with the chat interface, ensuring seamless communication between the user and the chatbot.
Property search and summarization
Implement a search functionality that queries the property data using the extracted filters and prompts from the user's input.
Develop an algorithm to rank and select the best-matching properties based on the user's requirements.
Generate high-level summaries and provide links to the selected properties.
Testing and quality assurance
Perform unit, integration, and end-to-end testing to ensure the chatbot works as expected and provides accurate results.
Conduct usability testing to evaluate the user experience and gather feedback for future improvements.
Deployment and hosting
Set up hosting and deployment configurations for Homehapp (e.g., on AWS, Google Cloud, or Heroku).
Deploy the MVP version of Veebo and perform final testing in the production.
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