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24ba1f5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | # KB: Meta Orchestrator & System Upgrades
This module documents the upgrade of the EbookBuilder agents from static prototypes to dynamic, Inference-powered tools, and the introduction of the **Meta Orchestrator**.
## 1. The Meta Orchestrator (Meta Agent)
- **Function**: `meta_orchestrator`
- **Role**: The "Brain" of the system. It takes high-level user goals and decomposes them into specific tool calls.
- **Workflow**:
1. Analyze user intent.
2. Map intent to the 12+ specialized tools.
3. Suggest a sequence of execution.
## 2. Upgraded AI Capabilities
All specialized agents now use the **Hugging Face Inference API** (via `InferenceClient`) for real-time processing:
- **Llama-3 Integration**: Powers the Meta Agent, Fact-Checker, Illustrator, and Legal Guard for complex reasoning.
- **DistilBERT Integration**: Powers the Sentiment Analyst for high-speed text classification.
- **Style-Preserving Translation**: Uses state-of-the-art models for the Localization Agent.
## 3. Operational Benefits
- **Real-Time Results**: No longer returns "mock" data; tools now provide actual AI-generated insights.
- **Scalability**: Tasks are offloaded to Hugging Face's global inference infrastructure.
- **Intelligence**: The Meta Agent ensures that complex requests (e.g., "Translate my book and generate a marketing plan for it") are handled with logical consistency.
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