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maksimov maksim edited this page Oct 21, 2025
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Production-ready Schema-Guided Reasoning for automated research
SGR Deep Research is an open source, community-driven framework for automated research using Schema-Guided Reasoning (SGR). Unlike traditional AI agents that struggle with decision-making, SGR forces structured reasoning, making it reliable even with smaller language models.
New to SGR? β π SGR: Quick Start
Want to see it in action? β π SGR: Demonstration
Getting Started
- SGR: Quick Start - Get up and running
- SGR: Summary table - Understanding agents
Development
- SGR: Description API - Complete API docs
- SGR: Integration & Examples - Code examples
- SGR: Agent's Workflow - How agents work
Advanced
- SGR: Future Development Plans - Roadmap
Papers
- SGR vs Function Calling: When to Use Each Approach - When to use what
- Issues β GitHub Issues
- Contribute β CONTRIBUTING.md
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2025 // vamplab