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E --> G[Enhancement Node<br/>(LLM via AlchemystAI)]
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F --> H[Audit JSON]
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G --> I[Improvements JSON]
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H --> J[API Response]
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flowchart LR
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A["User (Frontend)"] --> B["FastAPI Backend"]
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B --> C["Crawl4AI Crawler"]
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C --> D["Extracted Content & Metadata"]
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D --> E["PocketFlow Agent Pipeline"]
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subgraph E ["PocketFlow Agent Pipeline"]
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F["Audit Node (LLM via AlchemystAI)"] --> H["Audit JSON"]
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G["Enhancement Node (LLM via AlchemystAI)"] --> I["Improvements JSON"]
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end
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D --> F
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H --> G
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H --> J["API Response"]
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I --> J
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J -->|Display Results| A
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F -.-> K[AlchemystAI LLM Proxy]
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J --> A
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F -.-> K["AlchemystAI LLM Proxy"]
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G -.-> K
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```
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*User submits a URL via the frontend. The backend crawls the page, runs the PocketFlow agent pipeline (audit and enhancement nodes, both using AlchemystAI LLM), and returns results to the frontend for display.*
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