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AI Powered Chatbots: A Collection of AI-Powered Chatbots

This repository features multiple demo chatbots, each designed to handle a specific domain or task. These bots leverage natural language understanding and conversational AI to provide automated solutions that mimic human interaction.

Bots Included

  1. DineBot: An AI-powered restaurant assistant to help users browse menus, check prices, and place orders.
  2. HireBot: A resume-querying assistant that helps tech leads find matching candidates by asking questions about resumes.
  3. HealthInsightBot: operates within the healthcare domain, focusing on assisting users in understanding medical reports, conditions, or general healthcare inquiries.
  4. (Add more bots here as we build them)

Features

  • Chainlit Integration: All bots are built using the Chainlit framework for streamlined development and deployment of conversational applications.
  • OpenAI Models: The bots use OpenAI's GPT models to process natural language queries and respond in a human-like manner.
  • LangChain: LangChain is used for documents loading, splitting and embedding into Pinecone
  • Pinecone: Pinecone is used to keep embedded documents and used later as a context
  • HuggingFace: For some bot, pre-trained models are integrated from HuggingFace in a specific domain
  • LiteralAI: For observability and persistent messages/threads
  • Expandable: The repository will continue to grow with additional AI bots that demonstrate practical applications of conversational AI in various domains.

Tech Stack

  • Python 3.11
  • Chainlit
  • OpenAI
  • LangChain
  • Pinecone
  • HuggingFace
  • LiteralAI
  • Docker

Running a Chatbot

git clone [email protected]:BuildWithLal/ai-powered-chatbots.git
cd ai-powered-chatbot

To run DineBot (or any other bot), navigate to the respective bot's directory:

cd DineBot-AI-Powered-Restaurant-Assistant

docker compose up

user: admin
password: admin

visit http://localhost:8000 and keep botting...!