Tyson Finance Aggregator

Tyson summarizes financial news from trusted media outlets, ensuring always up-to-date information. It utilizes LLMs to deliver fast and non-hallucinating Retrieval Augmented insights.

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The Why Behind Tyson

Misinformation: We've all seen it - fake news, misleading headlines, and too much information to process: especially in crucial areas like finance. We thought there's got to be a better way, and thus, Tyson was born.

What Makes Tyson Tick

Hallucination-Resistant: Imagine combining trusted news with the power of AI generation. That's what Tyson does, ensuring that the financial insights you need are lightning fast and accurate. Tyson is able to constantly crawl reputable news sources from the web and add data to its RAG corpus. Users receive an LLM-generated summary to any question, with up-to-date information. Tyson even provides citations for its Retrieval Augmented Generation, combatting hallucination.

The Techy Bits

Built with cool tools like Large Language Models and Vectara, the real star here is RAG. Retrieval Augmented Generation is what helps us ensure that the news Tyson digs up is genuine and free from any "creative interpretations".

The Bumps Along The Way

We won't lie; ensuring every piece of info is spot-on was tough. But with RAG by our side, we found a way to rise above the noise. Each generation from Tyson cites multiple sources, allowing users to quickly verify information.

Lessons From The Journey

Working on Tyson has revealed the transformative power of RAG in curating information. Before, professionals had to wade through an overwhelming sea of articles, battling misinformation at every turn. Now, with Tyson in their toolkit, they have a dependable ally that uses RAG's capabilities to deliver fresh, accurate, and trustworthy insights.

Where Tyson's Headed

While we began with finance, Tyson's potential is vast and versatile. Our ambition is to adapt Tyson for multiple sectors, ensuring that whether you're analyzing stock patterns, exploring scientific studies, or studying for a mid-term, Tyson is your trusted guide. We're passionately working to combat the serious problems of LLM knowledge-cutoffs and hallucinations.

Built With

  • llms
  • rag
  • vectara
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