TuanaCelik / should-i-follow

🦄 An NLP application just for the lols: built with Haystack to get an overview of what a user is posting about on Twitter

title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned
Should I follow?	🦄	pink	yellow	streamlit	1.21.0	app.py	false

Should I Follow?

Try it out on 🤗 Spaces

A simple app to get an overview of what the Mastodon user has been posting about and their tone

This is a demo just for fun 🥳 This repo contains a streamlit application that given a Mastodon username, tells you what type of things they've been posting about lately, their tone, and the languages they use. It uses the LLM by OpenAI gpt-4.

It's been built with Haystack using the OpenAIGenerator and by creating a PromptBuilder

Screen.Recording.2023-02-21.at.22.40.30.mov

Points of improvement

Since we're using a generative model here, we need to be a bit creative with the prompt we provide it to minimize any hallucination or similar unwanted results. For this reason, I've tried to be a bit creative with the PromptBuilder template and give some examples of how to construct a summary. However, this still sometimes produces odd results.

If you try to run it yourself and find ways to make this app better, please feel free to create an issue/PR 🙌

To learn more about the PromptBuilder

As of Haystack 2.0-Beta onwards, you can create prompt templates with Jinja. Check out guide on creating prompts here

Installation and Running

To run the bare application which does nothing:

1. Install requirements: pip install -r requirements.txt
2. Run the streamlit app: streamlit run app.py

This will start up the app on localhost:8501 where you will dind a simple search bar

The Haystack Community is on Discord