information-retrival-bot

Powerpoint on Chatbot

• 🎯 Chatbot Powerpoint: Powerpoint

Tech Stack

Pipeline Sketch

Build

docker-compose build

Run

docker-compose up

The UI is available at http://localhost:8000/

DialoGPT

DialoGPT can be run and tested using the text-generative-model/train_dialogpt.ipynb in a code cell at the end.

Todo

• Add FastAPI server for translation
• Make Rasa custom action to fetch results from server
• Add message for "no results found"
• Add buttons for interior and city choice
• Write test stories
• Write FastAPI tests
• Create idea for what the bot is going to search for
• Create related Rasa conversations
• Add Rasa filtering dialogues
• Make Rasa out-of-scope case and hook up DialoGPT model
• Make Docker images
• Write frontend with UI
• Better clean input data for DialoGPT
• Add data for DialoGPT
• Retrain DialoGPT
• Add tokenizer to DialoGPT repository
• Code cleanup
• Handle wrong inputs in form
• Add requirements.txt