Values entered here are saved to disk and take effect immediately — no restart needed. They override Replit Secrets for this session and all future sessions.
When a single ingest job exceeds the threshold, the Sovereign Ingestion Gateway switches to the Fireworks Batch API — lower cost, no rate-limit pressure. Requires EMBEDDING_BASE_URL. Falls back silently to sync on any error.
Used by the Sovereign Semantic Distillation layer to extract structured tender notices from page changes and PDFs. Falls back to the generation provider when blank.
Tender notices whose composite relevance score meets or exceeds this threshold automatically create an entry in the Alerts panel. Score = 60% extraction confidence + 40% keyword weight.
When enabled, Tumart Vector v3.5 retrieves 20 cosine candidates and a cross-encoder reranker
re-scores them against the exact query before passing the top 4 to the generation model.
Uses the same provider and API key as generation. Falls back to cosine order transparently when the
provider does not support /v1/rerank.
PDF files are rendered page-by-page at 150 dpi and sent to a vision language model for text
extraction. By default the vision pipeline reuses AI_PROVIDER_BASE_URL
and AI_PROVIDER_API_KEY. Set the fields below to route PDF
extraction to a different endpoint (e.g. a cheaper 11B vision model on Fireworks).
| Filename / source | Vectors | Last ingested | |
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| Reference | Title / Entity | Score | |||
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Ask a question about your ingested documents to see a streamed, grounded answer.
Source snippets will appear here as soon as a query is dispatched.