# RAG Dashboard Prototype

### Knowledge Base Status

Documents 4,218
Sources 17
Vectors 1.2M
Sync Progress 62%

### Recent Activity (latest 24h)

152 user queries processed
87 new documents ingested
4 pipeline adjustments
Latency stable at p95 820ms

### Model Overview

Embedding Model: text-embedding-3-large
Generator: gpt-4o-mini
Reranker: cross-encoder-v2
Chunking: 512 tokens
Retriever Top-K: 8
Healthy

### Recent RAG Queries (latest 5)

Query | Latency (ms) | Source | Time | Status
--- | --- | --- | --- | ---
How to reset device firmware? | 732 | manual.pdf | 09:21 | OK
List authentication failure codes | 801 | auth_guide.html | 09:18 | OK
Can we purge stale vectors? | 915 | system_kb | 09:10 | OK
Explain retrieval scoring logic | 845 | design_notes | 08:57 | OK
Pipeline concurrency limits? | 1042 | ops_doc | 08:43 | OK