AI News Summary

Inspiration

I love reading news everyday, but would like to do it more quickly and efficiently

What it does

Intakes a link to a news article, chunks the text on the page and embeds it in a vector database. Then it summarizes the page, and allows you to chat with it.

How we built it

VertexAI for the LLM and the embeddings Langchain to orchestrate prompts and chains Streamlit for front end

Challenges we ran into

Authenticating VertexAI when deployed using cloud run. Took me three days to figure out.

Accomplishments that we're proud of

I am proud to launch my first GenAI application

What we learned

It takes 10% of the time to build the app, and 90% of the time to set up the infrastructure, authentication, and networking.

What's next for Google AI App TBD

Trying to generalize it to all sites, and allowing to input multiple links.

Built With

• docker
• langchain
• python
• streamlit
• vertexai