https://github.com/bilalhameed248/faq-chat-bot-using-vertexai

A generative AI-based FAQ Chat-Bot with a Flask Back-End, designed to operate within an organization's internal domain. - Jul 2023 - Oct 2023
https://github.com/bilalhameed248/faq-chat-bot-using-vertexai

csv embeddings flask gecko html java jquery natural-language-processing nlp python python3 pytorch text-bison text-embedding text-preprocessing vertex-ai

Last synced: 23 days ago
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A generative AI-based FAQ Chat-Bot with a Flask Back-End, designed to operate within an organization's internal domain. - Jul 2023 - Oct 2023

• Host: GitHub
• URL: https://github.com/bilalhameed248/faq-chat-bot-using-vertexai
• Owner: bilalhameed248
• Created: 2023-10-25T15:54:19.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-25T15:57:29.000Z (over 1 year ago)
• Last Synced: 2024-11-15T13:14:57.296Z (3 months ago)
• Topics: csv, embeddings, flask, gecko, html, java, jquery, natural-language-processing, nlp, python, python3, pytorch, text-bison, text-embedding, text-preprocessing, vertex-ai
• Language: Jupyter Notebook
• Homepage:
• Size: 10.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
[Chat Bot TextEmbeddings-Gecko@001 Model]

Flask Application Endpoint to use the chatbot on the front end. It uses a csv file containing the questions, answers and its generated embeddings which can be used for similarity comparison 

between the user input. It also stores logs for user input in the static directory.

Chat Bot using Google's Gecko@001 Model to generate Text Embeddings and using cosine similarity, built a Chat Bot.

Evaluation mechanism for the chat bot by automatically generating test questions (variations of the original data) and giving the Chatbot's Response, Ground Truths and the accuracy score.