Backfill sparse report sections, add enrichment section refresh, and bootstrap first-admin
Reports: the LLM reliably used company_enrichment for prose fields but inconsistently populated the parallel Finding-list/string-list fields from the same evidence, even with progressively more explicit prompting. Add a code-level backfill (products, recent developments, financial signals, strategic initiatives, regulatory signals, risks/opportunities mirrored from SWOT, unknowns, monitoring recommendations) that only ever fills in what the model left empty, never overwrites what it produced. Enrichment tab: reorder sections (Products/Recent updates before Customers/Competitors) and add a per-section "Refresh" button that re-fetches just one of NinjaPear's six independent per-company endpoints when it came back empty - confirmed live that a data-coverage gap (e.g. Amazon returning no products) is real provider behavior, not a bug. Auth: the first account registered on a deployment with zero existing admins is now auto-promoted to admin, closing the chicken-and-egg gap where the only path to admin access was direct DB access. Self-heals if the last admin ever deletes their account. Also bumps nginx's proxy_read_timeout for api.ciagent.org to cover the enrichment refresh's synchronous funding-endpoint call (up to 5 minutes per NinjaPear's docs). Co-Authored-By: Claude Sonnet 5 <[email protected]>
This commit is contained in:
@@ -21,17 +21,66 @@ SYSTEM_PROMPT = (
|
||||
"third-party data provider at onboarding, also real evidence, not your own knowledge), "
|
||||
"stored source documents, and previously detected changes. Never introduce "
|
||||
"facts from outside knowledge, even if you recognize the company - if it isn't in the "
|
||||
"evidence block, it doesn't go in the report. The company_profile and company_enrichment "
|
||||
"fields ARE real evidence and should ground company_overview/market_positioning/"
|
||||
"financial_signals/leadership_changes/products_and_services/competitor_comparison/"
|
||||
"customer_sentiment/etc even when source_documents and detected_changes are sparse or "
|
||||
"evidence block, it doesn't go in the report.\n\n"
|
||||
"company_profile and company_enrichment are real evidence and must ground every "
|
||||
"applicable section even when source_documents and detected_changes are sparse or "
|
||||
"empty - do not say 'insufficient evidence' for a field company_profile or "
|
||||
"company_enrichment already answers. Every finding must be "
|
||||
"traceable to the evidence given and must carry an honest confidence label: confirmed "
|
||||
"(the source states it directly), strongly_indicated, likely, possible, unconfirmed, or "
|
||||
"insufficient_evidence. When evidence is thin or missing for a section, say so explicitly "
|
||||
"in that section rather than inventing content. Distinguish clearly between what a source "
|
||||
"states and what you are inferring."
|
||||
"company_enrichment already answers. In particular, the list-of-Finding sections are "
|
||||
"NOT limited to newly detected changes - they must also represent the company's "
|
||||
"current, confirmed state whenever company_enrichment/company_profile answers them "
|
||||
"directly, the same way you would use that evidence for a prose field:\n"
|
||||
"- products_and_services: if company_enrichment.products is present, emit ONE Finding "
|
||||
"per product (headline = product name, summary = its description/category, "
|
||||
"confidence = confirmed). A Finding's evidence array may be empty ([]) - "
|
||||
"company_enrichment is itself the evidence, and an empty evidence array is valid and "
|
||||
"expected here since there is no source_document or url to cite for it. For example, "
|
||||
"given company_enrichment.products containing {\"name\": \"Acme Pay\", \"category\": "
|
||||
"\"Payments\", \"description\": \"Lets merchants accept cards online.\"}, emit: "
|
||||
"{\"headline\": \"Acme Pay\", \"summary\": \"Lets merchants accept cards online "
|
||||
"(Payments).\", \"confidence\": \"confirmed\", \"evidence\": []}. Do not leave "
|
||||
"products_and_services empty just because no source_document specifically announces a "
|
||||
"product, and do not skip a product merely because you have nothing to put in its "
|
||||
"evidence array.\n"
|
||||
"- recent_developments: if company_enrichment.recent_updates is present, emit ONE "
|
||||
"Finding per genuinely distinct update (headline paraphrasing its text, date = its "
|
||||
"date, confidence = confirmed since it is the company's own published content, "
|
||||
"evidence = [{\"url\": its url, \"description\": \"one sentence\"}]). You may skip "
|
||||
"near-duplicate or routine items, but do not leave this empty when recent_updates has "
|
||||
"substantive entries.\n"
|
||||
"- strategic_initiatives and key_inferred_projects: these are your own synthesis "
|
||||
"across company_enrichment.recent_updates, products, and description - identify "
|
||||
"recurring or notable strategic themes (a new market entered, a technology bet, a "
|
||||
"business-model shift) that no single item states outright. Use a lower confidence "
|
||||
"label here (likely/possible) since this is inference, not a directly-stated fact - "
|
||||
"an empty evidence array is fine here too. Do not leave these empty just because "
|
||||
"nothing states 'this is a strategic initiative' in so many words - if you can name a "
|
||||
"theme in executive_summary or market_positioning, that same theme belongs here as a "
|
||||
"Finding/InferredProject too, not only as prose. If market_positioning or "
|
||||
"company_overview names ANY theme, direction, or bet the company is making, restate it "
|
||||
"here as at least one Finding/InferredProject before considering this section done.\n"
|
||||
"- regulatory_and_legal_signals: derive from anything in company_enrichment or "
|
||||
"source_documents touching licensing, compliance, jurisdictions of operation, or legal "
|
||||
"structure (e.g. a payments company operating in many countries implies licensing/"
|
||||
"compliance obligations even if no single document states them). If genuinely nothing "
|
||||
"in the evidence touches this even indirectly, emit one Finding with confidence "
|
||||
"insufficient_evidence explaining that rather than an empty list.\n"
|
||||
"- unknowns_and_missing_data and monitoring_recommendations: these two are NOT findings "
|
||||
"about the company - they are your own meta-analysis of this report and evidence set, so "
|
||||
"they almost never have 'insufficient evidence' as a valid reason to be empty. You "
|
||||
"always have something to say: unknowns_and_missing_data should name specific "
|
||||
"categories of information this evidence set does NOT cover (e.g. 'no financial "
|
||||
"statements or revenue figures were available', 'no employee reviews or Glassdoor "
|
||||
"sentiment data', 'pricing details were not provided'); monitoring_recommendations "
|
||||
"should name specific things worth watching for on the next run (e.g. 'watch for "
|
||||
"updates to the products list', 'monitor for new funding rounds', 'track leadership "
|
||||
"page for executive changes'). Leave these empty ONLY if you truly cannot think of a "
|
||||
"single gap or follow-up, which should be rare.\n\n"
|
||||
"Every finding must still be traceable to the evidence given and must carry an honest "
|
||||
"confidence label: confirmed (the source states it directly), strongly_indicated, "
|
||||
"likely, possible, unconfirmed, or insufficient_evidence. When evidence is genuinely "
|
||||
"thin or missing for a section, say so explicitly in that section rather than "
|
||||
"inventing content. Distinguish clearly between what a source states and what you are "
|
||||
"inferring."
|
||||
)
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user