WeAware

So I finally got the API working. Now Instagram posts can be automated to post the latest news with the most sources which has an image url in one of the sources (Insta @https://www.instagram.com/weawarenews/). This was a tedious process. Only authenticated requests go through and they are authenticated through a header. Since there’s only one team that is going to be using the automation at once, it makes sense and I dont need to generate mutliple API keys. The following are the endpoints:

1. GET: This returns the corroborated story ID, number of sources for that particular story, and the articles.
2. POST: This is used to mark a story as posted so this will help in avoiding duplicate posts!!

Thank you so much for following along!! Hope you have a great day ahead ^^

Ok, so I finally got everything running on Google Cloud Platform. Also trying to run an instagram page (https://www.instagram.com/weawarenews/) where we automate news stories. So the workflow right now is that on my computer news stories are fetched and aggregated from different sources such as bluesky, rss feeds, etc. Once fetched, similar stories are grouped together locally (I want this part to run in the cloud as well). After they are aggregated locally, finally I manually upload them to google cloud. The idea behind this is that an API can be created which will return the latest corroborated news stories with the highest source count. This API we can connect to our website, socials to make an automated media pipeline. I’m sorry I’m not doing the best job explaining it. The contents are a little dense right now, but I hope as I start building up the other parts like the design and frontend, it’ll get easier to understand visually!!
Thank you so much for your time :))

The beginning of WeAware News!!
The goal is to try to reduce bias in the media which has complete control of the sentiment of the populous. Inspired by Ground News. Right now, I’ve implemented a large pipeline for data aggregation. Data is collected from 5 different News APIs, RSS Feeds, Bluesky. If you have any more suggestions for sources please let me know :)) Same stories from different media outlets will be clustered together and stores in a database. The next stage which I plan to implement is the actual multi-agent logic which will check for bias, source credibility, and do its best to provide nothing but the facts. I might have to fine tune an open source model to achieve this but as of now, I just plan to use system prompt to make whichever model I choose sound as neutral as possible. Thank you for reading this :))
This is the first large project I’m working on, any suggestions are welcome!!