Conjure allows users to upload a dataset of images, or their entire camera roll, that we can then filter through using natural-language prompts, such as, "locate images of nature" or “pull up my pictures from pride parade 2023.” Users can also opt for a categorization of their data and automatic classification into automatic labels. Functionality to ask questions about a specific image, like, "What is the boy in this image wearing?" is also built in.
pip install chromadb langchain sentence-transformers flask modal
- Host the llama LLM model using Modal. This could take a while to get up & running.
modal deploy llama.py
- Run the Flask server to create the function-calling endpoints to integrate back-end with front-end.
python server.py
- Navigate to the
frontend/directory and run the web application usingnpm.
cd frontend
npm run dev
- Run the Streamlit clustering web app.
streamlit run clusters.py
- Open http://localhost:3000/ in your browser.