SERA
The world's best reasoning system for crypto research
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Vivek Kolli

SERA - The world's best reasoning system for crypto research

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ROMA
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SERA-Crypto is our new open-source architecture for fast, high-quality crypto research - combining semantic routing, parallel tool execution, and real-time data from 50+ sources to deliver accurate, structured insights across market data, on-chain flows, fundamentals, and risk. • Sub-40s latency • Structured prompts across 11 crypto-specific query categories • Real-time aggregation from 50+ APIs and on-chain data • Built entirely on open-source models • Customizable for any crypto product

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Vivek Kolli
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We're excited to announce something we've been working on, advancing reasoning in various sectors. Our team focused on purely architecture choices to illustrate how open-source can truly compete with closed systems. We'll be open-sourcing everything we worked on over the coming months. For any builders out there, feel free to ping me or email (vsk@sentient.xyz) for early access to the architecture.