Quotient
Contextualized updates on Base and Warpcast projects.
About
The problem it solves It's difficult to keep up with emerging projects on Base because there's so much noise and scams on Twitter. We make it easy by curating emerging projects, identifying updates, and using an AI agent to provide context so users can act on those updates. Quotient has a searchable directory of 100+ projects built on Base and 10,000+ actionable updates enriched with helpful context.
How it's made
Challenges we ran into We had issues enriching updates with context via an LLM. Sometimes the agent hallucinated details. Other times, the agent simply regurgitated the update. We (partially) solved for those shortcomings by building a RAG model, that identifies previous (related) updates from the entity and similar entities to provide actionable context.