Problem Description

Want to be able to create a chat bot that has a simple web ui which allows a user to talk to the chat bot and help it with onboarding as a client. Imagine you run a consultancy, and you want to automate the client onboarding process where you learn about their business, goals, etc. Instead of doing all the stake holder interviews with humans that have to be scheduled and time bound, I want to create a chat bot that allows the user to start a conversation on the website and/or on Slack that lets them have the conversation when they want. And using LLM it can help get more nuanced answers to help us provide better services.

Acceptance Criteria

Ability to focus the chat bot in getting smart around a specific client and there current business. Every time the client answers a question, the chatbot would update a summary of all the important information for a specific context that we can use as a baseline to understand the client's goals, current initiatives, capabilities, structure, and so on.

The client should also be able to upload documents as part of the answer and the chat bot can read, analyze, ask questions about the document(s) that are uploaded.

There should be a confidence score, which we can do by just asking LLM to tell us how confident we are in knowing what we need to know to perform the services.