orion

Repo for Orion project @ HackGT 12

Video: https://www.youtube.com/watch?v=ueU99vmpKck

Devpost: https://devpost.com/software/orion-owa3ry?ref_content=my-projects-tab&ref_feature=my_projects

Quickstart

You must have Gemini API key in your .env. Additionally, if you wish to use Slack and Github features, add the relevant keys to .env.

1. Install ollama for embeddings

2. ollama pull nomic-embed-text
   

3. git clone https://github.com/josephp1005/orion.git
   

4. pip install -r requirements.txt
   

5. cd local_scripts
   

6. chmod +x local_kill.sh
   

7. ./local_kill.sh
   

8. chmod +x local_setup.sh
   

9.  ./local_setup.sh
   

Your current terminal is now running ollama, and will show any requests made to ollama. To continue with the next steps, keep this terminal running and open a new terminal window. Navigate to the directory where the cloned repository is located.

10. Upload pdfs to the data directory.

11. python dense_embeddings.py
    

12. python sparse_embedding.py
    

If all of the above was done properly, you can now run:

python answer.py <query>

where <query> is your question.

Now run Flask app on separate terminal.

13. python app.py
    

Finally run the React app on a separate terminal

14. cd ui
    

15. npm install
    

16. npm run dev
    

Slack

1. Run orion-slack.py to poll slack and update dense
2. Currently would need to manually update sparse

Terminal

1. You can do it from any directory, but need to run the script oterm/oterm.sh
2. Once done capturing commands, do exit; will update dense
3. Again would need to manually update sparse

Github

1. Simlar to Slack, run ./run_fetch_prs.sh

Common Issues

1. If you delete the ChromaDB, make sure you also delete sparse embeddings pickle file.
2. Need to run Flask App and UI for things to work