I made an open-source AI marketing tool that brainstorms BANGER TWEETS based on your notes and follower trends

Hey all,

I wanted to share something i've been experimenting with as a marketing tool.

It's an AI agent that uses LangChain, OpenAI embeddings, and a Pinecone vector store to scrape your twitter timeline, extract tweet topics, search your notes/ideas for those most similar, and brainstorm new ideas based on all of this.

You let the agent do the brainstorming, you do the curating.

The idea is that LLMs are good idea generators, but not the best writers. So by mixing your ideas and notes with those of popular twitter users, the agent brainstorms ideas that are relevant in the moment, but ALSO RELEVANT TO YOU.

I've been using it now for a bit and it's helped inspire tons of tweets. I'm tweeting way more than usual now, so... MISSION ACCOMPLISHED 🚀

Besides the AI tools, it's a React/Express app built wiith Wasp, so it should be easy for any dev to run. All you really have to do is plug in API keys for Pinecone, OpenAI, and Twitter (if you want to be able to tweet from the app itself), and then start adding notes and you're good to go.

Here is the githup repo: https://github.com/vincanger/twitter-brainstorming-agent