https://github.com/rohanchanana2/course-query-bot

A chatbot querying technical courses from Brainlox, using Langchain for data extraction and embedding generation. It provides a Flask RESTful API and Streamlit interface for handling user queries.
https://github.com/rohanchanana2/course-query-bot

flask-api langchain python streamlit vector-database

Last synced: 8 days ago
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A chatbot querying technical courses from Brainlox, using Langchain for data extraction and embedding generation. It provides a Flask RESTful API and Streamlit interface for handling user queries.

• Host: GitHub
• URL: https://github.com/rohanchanana2/course-query-bot
• Owner: rohanchanana2
• Created: 2024-12-10T18:58:22.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2025-01-10T21:11:38.000Z (28 days ago)
• Last Synced: 2025-01-10T22:26:37.263Z (28 days ago)
• Topics: flask-api, langchain, python, streamlit, vector-database
• Language: Python
• Homepage:
• Size: 193 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Course Query Bot

This project implements a custom chatbot that allows users to query technical courses from Brainlox. The chatbot uses Langchain for data extraction, creates embeddings for the course data and store it in a vector-store, and provides both a Flask RESTful API and a Streamlit interface for handling user queries.