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README.md

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Production-ready open-source system for automated research using Schema-Guided Reasoning (SGR). Features real-time streaming responses, OpenAI-compatible API, and comprehensive research capabilities with agent interruption support.
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## 📊 Summary Table of Agents
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| Agent | SGR Implementation | ReasoningTool | Tools | API Requests | Selection Mechanism |
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|-------------------------|--------------------|---------------------|-----------------------|--------------|---------------------|
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| **1. SGR-Agent** | Structured Output | ❌ Built into schema | 6 basic | 1 | SO Union Type |
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| **2. FCAgent** | ❌ Absent | ❌ Absent | 6 basic | 1 | FC "required" |
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| **3. HybridSGRAgent** | FC Tool enforced | ✅ First step FC | 7 (6 + ReasoningTool) | 2 | FC → FC |
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| **4. OptionalSGRAgent** | FC Tool optional | ✅ At model’s choice | 7 (6 + ReasoningTool) | 1–2 | FC "auto" |
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| **5. ReasoningFC_SO** | FC → SO → FC auto | ✅ FC enforced | 7 (6 + ReasoningTool) | 3 | FC → SO → FC auto |
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## 👥 Open-Source Development Team
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This project is built by the community with pure enthusiasm as an open-source initiative:

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