Content Processing + Metadata Extraction + Chunking + Embedding + Storage Test

Choose one of the four demo domains, select a file, and upload it to the real knowledge base.

Content Processing Output

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Metadata Extraction Output

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Chunking Output

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Embedding Output

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Storage Output

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Upload Module Latency

Monitoring Health + Performance

Metrics load from test_monitoring_* tables.

Ask Question + Answer Latency

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Retrieval & Answer Generation Module Step Latencies (Last 20 Queries)

Timestamp Question / Query Query Analysis (ms) Embed Query (ms) Vector Search (ms) Passage Reranking (ms) Retrieval Subtotal Retrieval Share % Prompt Assembly (ms) LLM Inference (ms) Output Parsing (ms) Answer Gen Subtotal Answer Gen Share % Total Latency Status
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Query Latency History

Time Status Total Analysis Retrieval Answer Storage Other Question

Module Latencies

Time Module Operation Status Latency

Upload Monitoring History

Time Type Status Expert File Content Metadata Chunking Embedding Storage Total

Logs

Time Level Module Message Context