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EvoSkill — An open-source framework that automatically discovers and synthesizes reusable agent skills from failed trajectories to improve coding agent performance on long-horizon tasks.
EvoSkillAutomated skill discovery For multi-agent Systems
Vivek Kollileft a comment
Just released our newest piece of research that identifies gaps in a coding agent's operation on various capabilities, and then creates the skills needed to fill those gaps. Our preliminary tests show this evolutionary loop leads to substantial improvement on the hardest benchmarks. Also, we see skills as a powerful abstraction that can be leveraged for generalizability---the skills created in...
EvoSkillAutomated skill discovery For multi-agent Systems
Vivek Kollileft a comment
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...
SERAThe world's best reasoning system for crypto research
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
SERAThe world's best reasoning system for crypto research
Platform powered by the world's largest network of intelligence—GRID (Global Intelligence and Research Directory). 100+ partners integrated into Sentient Chat, so users can experience open AGI.
Source code be fully open-sourced, coming soon.
Sentient ChatA GRID experience providing open-source intelligence
Vivek Kollileft a comment
We're excited to share an upgrade to GRID (Global Research and Intelligence Directory)—the world's largest network of intelligence. Sentient Chat is a platform part of the GRID, leveraging over 100 partners (data, agents, models, etc.) to deliver the best answers to users. The whole platform will be open-source (even the source code), and we're starting with open-sourcing the Spaces we've built...
Sentient ChatA GRID experience providing open-source intelligence
ROMA is an open-source framework for building high-performance multi-agent systems. It uses a recursive, hierarchical structure to break down complex problems, enabling agents to solve sophisticated tasks with full transparency.
ROMAThe backbone for open-source meta-agents