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This is Simple Social Media analyst which is langflow Ai system which uses RAG ( Retrieval-Augmented generation ) to analysis and retrieval information from document. Dataset is stored as astra DB. after data is upload in flow its split in chuck. default Open ai modal is used But you can use free ai model like ollama or Hugging face.

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Social Media Analysis Chatbot

This Streamlit application provides a chatbot for analyzing social media content. It leverages the Langflow API to process user input and generate insights.

Langflow

Screenshot from 2025-01-03 14-24-28

How Data is upload in database and Processing

Screenshot from 2025-01-03 14-24-44

Roadmap

1.Import json file in langflow
2. Edit open api Keys and create database and collection
3. Add the Dataset in file
4. Test in Playground
5. Generate Authication Token from langflow
6. Add main.py in code Editor and paste Token in
 .env

Deployment

To run the code in terminal

  streamlit run ./main.py

Demo

Screencast.from.2025-01-01.19-03-30.webm
Screencast.from.2025-01-02.19-20-59.webm

About

This is Simple Social Media analyst which is langflow Ai system which uses RAG ( Retrieval-Augmented generation ) to analysis and retrieval information from document. Dataset is stored as astra DB. after data is upload in flow its split in chuck. default Open ai modal is used But you can use free ai model like ollama or Hugging face.

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