Resonate Python SDK
This is an example website summarization application built with:
- Flask: web server that handles HTTP requests
- Resonate: framework for distributed & concurrent applications
- Beautiful Soup: web scraper
- Ollama: LLM that summarizes content
This application uses uv as the environment and package manager.
Prerequisites:
- Make sure you have Ollama installed and running llama3.1
- Make sure you have a Google Chrome browser running.
Running the application:
When running this application locally, you will use 4 separate terminals, each running its own process in a distributed application connected over a network.
Run a local Resonate Server:
brew install resonatehq/tap/resonate
resonate serve
In another terminal, install dependencies:
uv sync
Run the HTTP gateway service:
uv run gateway
In another terminal, run a summarization application node:
uv run app
From another terminal, summarize a website:
curl -X POST http://localhost:9000/summarize -H "Content-Type: application/json" -d '{"url": "https://resonatehq.io", "email": "[email protected]"}'
You will be prompted from the application node terminal to accept or reject the summarization.
- Accepting will complete the workflow.
- Rejecting will invoke another summarization attempt.