Esef Filings

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,453475 across 16821685 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16821685 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,453475 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,431453 across 16801682 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16801682 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,431453 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

 ⟨334 unchanged words⟩ only source for Latvian FY2024 and FY2025 reports. Luxembourgish (LU), Slovenian (SI) and Estonian (EE) reports are also answered directly from the LuxSE OAM, SEOnet or the Estonian FSA's OAM for each request, because these three OAMs' terms require the operator's consent for commercial reuse of their documents beyond ordinary access; a lookup made once on a caller's behalf is not that. Greek (GR) and Irish (IE) reports are likewise answered directly from Euronext Athens and the Euronext Dublin OAM for each request — these two sites' terms forbid bots and automated access outright rather than just reuse, so these are Bruce-authorized live lookups rather than a re-derivation of the usual reasoning, kept live and never mirrored for the same reason. Bulgarian (BG) reports are answered directly from BEIS, a Bulgarian disclosure agent whose terms ask only for attribution (unlike Bulgaria's other disclosure agents, which this pack does not call) and covers only the roughly three issuers that use it. None of GR/IE/BG carry machine-readable facts (esef_filing_facts declines a live-lookup id and points at its `package_url`/`source_url`); SI is limited to the ~20 most recent Slovenian annual-report announcements; IE rows carry no `period_end` (Irish fiscal year ends vary by issuer); GR's `period_end` is inferred from the filing's reporting year, not stated exactly, and flagged `period_end_inferred`. All six (LU, SI, EE, GR, IE, BG) are pinned-country lookups only — pass `country` explicitly. The same annual report is frequently indexed once  ⟨37 unchanged words⟩ 

{"examples":[{"entity":"Nokia"},{"entity":"Krka"},{"entity":"549300P8N0P6KDGTJ206"},{"entity":"259400A8SZP10GB5IB19"},{"entity":"Ryanair"},{"entity":"Vipom"}],"properties":{"entity":{"description ⟨51 unchanged words⟩ 

 ⟨330 unchanged words⟩ only source for Latvian FY2024 and FY2025 reports. Luxembourgish (LU), Slovenian (SI) and Estonian (EE) reports are also answered directly from the LuxSE OAM, SEOnet or the Estonian FSA's OAM for each request, because these three OAMs' terms require the operator's consent for commercial reuse of their documents beyond ordinary access; a lookup made once on a caller's behalf is not that. Greek (GR) and Irish (IE) reports are likewise answered directly from Euronext Athens and the Euronext Dublin OAM for each request — these two sites' terms forbid bots and automated access outright rather than just reuse, so these are Bruce-authorized live lookups rather than a re-derivation of the usual reasoning, kept live and never mirrored for the same reason. Bulgarian (BG) reports are answered directly from BEIS, a Bulgarian disclosure agent whose terms ask only for attribution (unlike Bulgaria's other disclosure agents, which this pack does not call) and covers only the roughly three issuers that use it. None of GR/IE/BG carry machine-readable facts (esef_filing_facts declines a live-lookup id and points at its `package_url`/`source_url`); SI is limited to the ~20 most recent Slovenian annual-report announcements; IE rows carry no `period_end` (Irish fiscal year ends vary by issuer); GR's `period_end` is inferred from the filing's reporting year, not stated exactly, and flagged `period_end_inferred`. All six (LU, SI, EE, GR, IE, BG) are pinned-country lookups only — pass `country` explicitly. Identify the filing by fxo_id from a search  ⟨96 unchanged words⟩ and Latvian issuers, otherwise the English-language edition). A live-lookup id from esef_search_filings/esef_entity_filings for Luxembourg, Slovenia, Estonia, Greece, Ireland or Bulgaria (fxo_id starting "luxoam-", "seonet-", "fi_ee-", "athex-", "oamie-" or "beis-") has no xBRL-JSON to read — this tool declines and points at that filing's `package_url`/`source_url` instead. Pass `concept` to pull one line item ( ⟨58 unchanged words⟩ 

 ⟨390 unchanged words⟩ only source for Latvian FY2024 and FY2025 reports. Luxembourgish (LU), Slovenian (SI) and Estonian (EE) reports are also answered directly from the LuxSE OAM, SEOnet or the Estonian FSA's OAM for each request, because these three OAMs' terms require the operator's consent for commercial reuse of their documents beyond ordinary access; a lookup made once on a caller's behalf is not that. Greek (GR) and Irish (IE) reports are likewise answered directly from Euronext Athens and the Euronext Dublin OAM for each request — these two sites' terms forbid bots and automated access outright rather than just reuse, so these are Bruce-authorized live lookups rather than a re-derivation of the usual reasoning, kept live and never mirrored for the same reason. Bulgarian (BG) reports are answered directly from BEIS, a Bulgarian disclosure agent whose terms ask only for attribution (unlike Bulgaria's other disclosure agents, which this pack does not call) and covers only the roughly three issuers that use it. None of GR/IE/BG carry machine-readable facts (esef_filing_facts declines a live-lookup id and points at its `package_url`/`source_url`); SI is limited to the ~20 most recent Slovenian annual-report announcements; IE rows carry no `period_end` (Irish fiscal year ends vary by issuer); GR's `period_end` is inferred from the filing's reporting year, not stated exactly, and flagged `period_end_inferred`. All six (LU, SI, EE, GR, IE, BG) are pinned-country lookups only — pass `country` explicitly. Coverage of the current calendar year is sparse  ⟨36 unchanged words⟩ 

 ⟨3 unchanged words⟩ ,"entity_name":"Citycon"},{"country":"LU","entity_name":"ArcelorMittal"},{"country":"EE","entity_name":"Tallink"},{"country":"GB","limit":10,"sort":"period_desc" ⟨9 unchanged words⟩ "PT","limit":50,"year":2025},{"country":"IE","entity_name":"Ryanair"},{"country":"GR","entity_name":"Jumbo"},{"country":"BG","entity_name":"Vipom"}],"properties":{"country":{"description": ⟨25 unchanged words⟩ , SE (ESEF) or UA (UAIFRS). LU, SI, EE, IE and BG are also accepted — these five are looked up live (see the coverage note above) and pinning `country` to one of them is required to trigger that lookup; GR is always live-augmented in addition to the index.","type":"string"},"entity_name":{ ⟨259 unchanged words⟩ 

 ⟨462 unchanged words⟩ (zero releases across every requested category) returns errorthe SAME shape as a populated one — release_count:0, releases:[] — plus empty_reason:"no_releases_in_window" withand a widen-the-window`hint` hinttelling ratheryou thanto anwiden, emptyso arrayyou —never econbranch on the response shape and never have to guess whether zero means "nothing is scheduled" or "the lookup failed". Econ releases especially cluster on specific dates each month ⟨9 unchanged words⟩ 

 ⟨7 unchanged words⟩ :"string"},"type":"array"},"empty_reason":{"description":"Present ONLY on a zero-release window: \"no_releases_in_window\". The window was queried and nothing is scheduled — this is an answer, not a failure.","type":"string"},"hint":{"description":"Present ONLY on a zero-release window: what to change (usually a wider `hours`).","type":"string"},"notes":{"items":{"type":"string" ⟨117 unchanged words⟩ 

 ⟨325 unchanged words⟩  the only source for Hungarian FY2025 reports, and Lithuanian (LT) reports from oam.lt, the Lithuanian OAM run by Nasdaq Vilnius, as well as the index.index, Romanian (RO) reports from the ASF OAM, the only source for Romanian FY2025 reports, Cypriot (CY) reports from the Cyprus Stock Exchange public OAM, the only source for Cypriot FY2025 reports, and Latvian (LV) reports from CSRI, the Latvian OAM, the only source for Latvian FY2024 and FY2025 reports. Coverage of the current calendar year is sparse ⟨36 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,404431 across 16751680 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16751680 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,404431 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

 ⟨206 unchanged words⟩  the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM.OAM, Maltese (MT) reports from the Malta Stock Exchange OAM, the only source for Maltese FY2025 reports, Croatian (HR) reports from HANFA's SRPI, the Croatian OAM and the only source for Croatian FY2025 reports, Hungarian (HU) reports from the MNB's Közzétételek site, the Hungarian OAM and the only source for Hungarian FY2025 reports, and Lithuanian (LT) reports from oam.lt, the Lithuanian OAM run by Nasdaq Vilnius, as well as the index. The same annual report is frequently indexed once ⟨37 unchanged words⟩ 

 ⟨202 unchanged words⟩  the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM.OAM, Maltese (MT) reports from the Malta Stock Exchange OAM, the only source for Maltese FY2025 reports, Croatian (HR) reports from HANFA's SRPI, the Croatian OAM and the only source for Croatian FY2025 reports, Hungarian (HU) reports from the MNB's Közzétételek site, the Hungarian OAM and the only source for Hungarian FY2025 reports, and Lithuanian (LT) reports from oam.lt, the Lithuanian OAM run by Nasdaq Vilnius, as well as the index. Identify the filing by fxo_id from a search  ⟨22 unchanged words⟩ "fi-61807", a Belgian STORI filing "fsma-5c08f790-404c-4121-bd0b-0cf3350455da", a Maltese MSE filing "mse-BOV_20251231_CON_AFR_529900RWC8ZYB066JF16_20260326114707204", a Croatian SRPI filing "hanfa-1214588", a Hungarian MNB filing "mnb-909016", a Lithuanian oam.lt filing "oamlt-468051-338788"), or just by company name or LEI ⟨12 unchanged words⟩ national copy for Portuguese, Spanish, Norwegian, Swedish, Belgian, Maltese, Croatian, Hungarian and BelgianLithuanian issuers, otherwise the English-language edition). Pass  ⟨64 unchanged words⟩ 

 ⟨136 unchanged words⟩  for a Swedish filing read from Finansinspektionen, or \"fsma-5c08f790-404c-4121-bd0b-0cf3350455da\" for a Belgian filing read from FSMA STORI.STORI, \"mse-BOV_20251231_CON_AFR_529900RWC8ZYB066JF16_20260326114707204\" for a Maltese filing read from the Malta Stock Exchange OAM, \"hanfa-1214588\" for a Croatian filing read from HANFA SRPI, \"mnb-909016\" for a Hungarian filing read from the MNB, or \"oamlt-468051-338788\" for a Lithuanian filing read from oam.lt. Most precise way to name a filing.", ⟨71 unchanged words⟩ 

 ⟨262 unchanged words⟩  the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM.OAM, Maltese (MT) reports from the Malta Stock Exchange OAM, the only source for Maltese FY2025 reports, Croatian (HR) reports from HANFA's SRPI, the Croatian OAM and the only source for Croatian FY2025 reports, Hungarian (HU) reports from the MNB's Közzétételek site, the Hungarian OAM and the only source for Hungarian FY2025 reports, and Lithuanian (LT) reports from oam.lt, the Lithuanian OAM run by Nasdaq Vilnius, as well as the index. Coverage of the current calendar year is sparse ⟨36 unchanged words⟩ 

 ⟨42 unchanged words⟩  GB, GR, IS, IT, LT, MT, NL, NO, PL, PT, RO, SE ⟨267 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,402404 across 16741675 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16741675 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,402404 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

 ⟨184 unchanged words⟩ `source` and those rows carry the official `published_at`. Swedish (SE) reports are likewise read from Finansinspektionen (FI), the Swedish OAM, which is the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM. The same annual report is frequently indexed once  ⟨37 unchanged words⟩ 

 ⟨180 unchanged words⟩ `source` and those rows carry the official `published_at`. Swedish (SE) reports are likewise read from Finansinspektionen (FI), the Swedish OAM, which is the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM. Identify the filing by fxo_id from a search  ⟨12 unchanged words⟩ "cnmv-20912", a Norwegian NewsWeb filing "newsweb-668785-321602", a Swedish FI filing "fi-61807", a Belgian STORI filing "fsma-5c08f790-404c-4121-bd0b-0cf3350455da"), or just by company name or LEI ⟨10 unchanged words⟩  used (the national copy for Portuguese, Spanish, Norwegian, Swedish and NorwegianBelgian issuers, otherwise the English-language edition). Pass  ⟨64 unchanged words⟩ 

 ⟨116 unchanged words⟩  for a Spanish filing read from CNMV, or \"newsweb-668785-321602\" for a Norwegian filing read from Oslo Børs NewsWeb.NewsWeb, \"fi-61807\" for a Swedish filing read from Finansinspektionen, or \"fsma-5c08f790-404c-4121-bd0b-0cf3350455da\" for a Belgian filing read from FSMA STORI. Most precise way to name a filing.", ⟨71 unchanged words⟩ 

 ⟨61 unchanged words⟩  period end, source (xbrl.org, cmvm, cnmv, newsweb or newswebfi) and official publication time where known, XBRL ⟨163 unchanged words⟩  `source` and those rows carry the official `published_at`. Swedish (SE) reports are likewise read from Finansinspektionen (FI), the Swedish OAM, which is the only source for Swedish FY2025 reports, and Belgian (BE) reports from the FSMA's STORI database, the Belgian OAM. Coverage of the current calendar year is sparse ⟨36 unchanged words⟩ 

Beta version of ask_pipeworx: identical universal router (same 6,350402 tools, same arguments, same response shape)  ⟨68 unchanged words⟩ 

 ⟨6 unchanged words⟩  US unemployment rate?"}],"properties":{"ask":{"description":"Alias for question.","type":"string"},"input":{"description":"Alias for question.","type":"string"},"message":{"description":"Alias for question.","type":"string"},"prompt":{"description":"Alias for question.", ⟨25 unchanged words⟩  Accepts query, q, prompt, text, input, ask, message as aliases.","type":"string"}," ⟨11 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,350402 across 16591674 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨5 unchanged words⟩  fiscal 2023 revenue?"}],"properties":{"ask":{"description":"Alias for question.","type":"string"},"input":{"description":"Alias for question.","type":"string"},"message":{"description":"Alias for question.","type":"string"},"prompt":{"description":"Alias for question.", ⟨23 unchanged words⟩  Accepts query, q, prompt, text, input, ask, message as aliases.","type":"string"}," ⟨11 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16591674 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,350402 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

 ⟨17 unchanged words⟩  the past year?"}],"properties":{"ask":{"description":"Alias for question.","type":"string"},"depth":{"description":"How many facets to ⟨43 unchanged words⟩ ,"thorough"],"type":"string"},"input":{"description":"Alias for question.","type":"string"},"message":{"description":"Alias for question.","type":"string"},"prompt":{"description":"Alias for question.","type":"string"},"q":{"description":"Alias for question.","type":"string"},"query":{"description":"Alias for question.","type":"string"},"question":{"description":"The research question, in natural language. Broad/multi-part is fine — decomposition is the point. Accepts query, q, prompt, text, input, ask, message as aliases.","type":"string"},"text":{"description":"Alias for question.","type":"string"}},"required": ⟨3 unchanged words⟩ 

 ⟨121 unchanged words⟩ or `regime` to pin the scope you mean. Portuguese (PT), Spanish (ES) and Norwegian (NO) ESEF reports are also read directly from where each country publishes them — CMVM for Portugal, CNMV for Spain, Oslo Børs NewsWeb for Norway — so PT, ES and NO coverage follows official publication (typically within a day) rather than the index's months-long lag; each row names its `source` and those rows carry the official `published_at`. The same annual report is frequently indexed once  ⟨37 unchanged words⟩ 

 ⟨2 unchanged words⟩ ":"Nokia"},{"entity":"549300P8N0P6KDGTJ206"},{"entity":"259400A8SZP10GB5IB19"}],"properties":{"entity":{"description": ⟨51 unchanged words⟩ 

 ⟨117 unchanged words⟩ or `regime` to pin the scope you mean. Portuguese (PT), Spanish (ES) and Norwegian (NO) ESEF reports are also read directly from where each country publishes them — CMVM for Portugal, CNMV for Spain, Oslo Børs NewsWeb for Norway — so PT, ES and NO coverage follows official publication (typically within a day) rather than the index's months-long lag; each row names its `source` and those rows carry the official `published_at`. Identify the filing by fxo_id from a search result (a Portuguese CMVM filing looks like "cmvm-1355933", a Spanish CNMV filing "cnmv-20912", a Norwegian NewsWeb filing "newsweb-668785-321602"), or just by company name or LEI plus an optional year and the latest matching English-language editionreport is used.used (the national copy for Portuguese, Spanish and Norwegian issuers, otherwise the English-language edition). Pass `concept` to pull one line item ( ⟨58 unchanged words⟩ 

 ⟨11 unchanged words⟩ ","entity":"Vodafone","limit":10},{"concept":"Revenue","entity":"Jeronimo Martins","limit":5,"year":2025},{"concept":"ProfitLoss","fxo_id":"cmvm-1355933","limit":5}],"properties":{"concept":{"description": ⟨65 unchanged words⟩  from esef_search_filings or esef_entity_filings, e.g. \"549300P8N0P6KDGTJ206-2022-12-31-ESEF-FI-0\"., \"cmvm-1355933\" for a Portuguese filing read from CMVM, \"cnmv-20912\" for a Spanish filing read from CNMV, or \"newsweb-668785-321602\" for a Norwegian filing read from Oslo Børs NewsWeb. Most precise way to name a filing.", ⟨71 unchanged words⟩ 

 ⟨29 unchanged words⟩ ", "list Finnish filings with validation errors", "Portuguese filings with a period end after 2024-06-30", "Spanish annual reports for 2025". Returns per filing: company name, LEI or national identifier, country, reporting regime, period end, source (xbrl.org, cmvm, cnmv or newsweb) and official publication time where known, XBRL validation error/warning counts, report language, and  ⟨17 unchanged words⟩  (substring), country (ISO-2), regime, exact period end date, calendar year, or calendara year.period_end_from/period_end_to date range. Any other argument name is rejected with a user_error rather than silently ignored. Covers 25,640 filings in two regimes: ESEF ⟨41 unchanged words⟩  or `regime` to pin the scope you mean. Portuguese (PT), Spanish (ES) and Norwegian (NO) ESEF reports are also read directly from where each country publishes them — CMVM for Portugal, CNMV for Spain, Oslo Børs NewsWeb for Norway — so PT, ES and NO coverage follows official publication (typically within a day) rather than the index's months-long lag; each row names its `source` and those rows carry the official `published_at`. Coverage of the current calendar year is sparse — the index lags the filing season; see the response `coverage_note`. Reports the index-wide match count and echoes back ⟨17 unchanged words⟩ 

 ⟨14 unchanged words⟩ 5,"regime":"UAIFRS","year":2021},{"country":"PT","limit":50,"year":2025}],"properties":{"country":{"description": ⟨92 unchanged words⟩ , ISO format, e.g. \"2023-12-31\". Takes precedence over `year` and over `period_end_from`/`period_end_to`.","type":"string"},"period_end_from":{"description":"Only filings whose reporting period end is on or after this ISO date, e.g. \"2024-01-01\". Combine with `period_end_to` for a range; either bound may be used alone. Ignored if `period_end` (exact) is also set; takes precedence over `year`.","type":"string"},"period_end_to":{"description":"Only filings whose reporting period end is on or before this ISO date, e.g. \"2024-12-31\". Combine with `period_end_from` for a range; either bound may be used alone. Ignored if `period_end` (exact) is also set; takes precedence over `year`.","type":"string"} ⟨97 unchanged words⟩ 

{"examples":[{"key":"user_research_topic"}],"properties":{"k":{"description":"Alias for key.","type":"string"},"key":{"description":"Memory key to deletedelete. Accepts name, k, label as aliases.","type":"string"},"label":{"description":"Alias for key.","type":"string"},"name":{"description":"Alias for key.","type":"string"}},"required": ⟨3 unchanged words⟩ 

 ⟨2 unchanged words⟩ :"user_research_topic"},{}],"properties":{"k":{"description":"Alias for key.","type":"string"},"key":{"description":"Memory key to retrieve (omit to list all keys). Accepts name, k, label as aliases.","type":"string"},"label":{"description":"Alias for key.","type":"string"},"name":{"description":"Alias for key.","type":"string"}},"required": ⟨2 unchanged words⟩ 

 ⟨3 unchanged words⟩ "value":"AAPL"}],"properties":{"content":{"description":"Alias for value.","type":"string"},"data":{"description":"Alias for value.","type":"string"},"k":{"description":"Alias for key.","type":"string"},"key":{"description":"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\"). Accepts name, k, label as aliases.","type":"string"},"label":{"description":"Alias for key.","type":"string"},"name":{"description":"Alias for key.","type":"string"},"text":{"description":"Alias for value.","type":"string"},"v":{"description":"Alias for value.","type":"string"},"value":{"description":"Value to store (any text — findings, addresses, preferences, notes). Accepts content, text, data, v as aliases; a non-string value is stored as JSON.","type":"string"}},"required": ⟨4 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,332350 across 16531659 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 16531659 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,332350 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

Beta version of ask_pipeworx: identical universal router (same 6,061332 tools, same arguments, same response shape)  ⟨68 unchanged words⟩ 

{"examples":[{"question":"What is the current US unemployment rate?"}],"properties":{"input":{"description":"Alias  ⟨55 unchanged words⟩ 

 ⟨9 unchanged words⟩ ask_pipeworx — picks the right tool from 6,061332 across 15721653 sources, fills arguments, fetches the data — ⟨85 unchanged words⟩ 

{"examples":[{"question":"What was Apple's fiscal 2023 revenue?"}],"properties":{"input":{"description":"Alias  ⟨53 unchanged words⟩ 

{"examples":[{"attribute":"revenue","company":"AAPL","period":{"fiscal_year":2023,"type":"annual"}}],"properties":{"as_of":{"description":"Past  ⟨363 unchanged words⟩ 

{"examples":[{"type":"company","values":["AAPL","MSFT"]}],"properties":{"type":{"description":"Entity  ⟨48 unchanged words⟩ 

 ⟨30 unchanged words⟩ on every tier. Grounded multi-source research across Pipeworx's 15721653 STRUCTURED data sources (SEC filings, FRED/BLS economics ⟨23 unchanged words⟩ routes each to the right one of 6,061332 tools IN PARALLEL, and returns a findings  ⟨216 unchanged words⟩ 

{"examples":[{"depth":"quick","question":"What is the current US unemployment rate and how has it changed over the past year?"}],"properties":{"depth":{"description":"How  ⟨71 unchanged words⟩ 

{"examples":[{"type":"company","value":"AAPL"}],"properties":{"type":{"description":"\" ⟨62 unchanged words⟩ 

{"examples":[{"url":"https://pipeworx.io"}],"properties":{"max_links":{"description":"Maximum  ⟨37 unchanged words⟩ 

{"examples":[{"message":"Fleet #2184 smoke test: verifying pipeworx_feedback example call returns non-empty.","type":"other"}],"properties":{"claim_token":{"description":"Read  ⟨144 unchanged words⟩ 

{"examples":[{"window":"7d"}],"properties":{"window":{"description":"24h  ⟨25 unchanged words⟩ 

{"examples":[{"topic":"Fed rate decision"}],"properties":{"event":{"description":"Single-event  ⟨77 unchanged words⟩ 

{"examples":[{"days":14,"window":"1wk"}],"properties":{"days":{"description":"Lookback  ⟨31 unchanged words⟩ 

{"examples":[{"limit":5,"window":"1wk"}],"properties":{"category_filter":{"description":"Comma-separated  ⟨369 unchanged words⟩ 

{"examples":[{"market":"will-the-fed-increase-interest-rates-by-25-bps-after-the-december-2026-meeting-20260729232808636","side":"buy_yes","size_usd":1000}],"properties":{"event":{"description":"Basket  ⟨95 unchanged words⟩ 

{"examples":[{"since":"30d","type":"company","value":"AAPL"}],"properties":{"since":{"description":"Window  ⟨62 unchanged words⟩ 

{"examples":[{"key":"target_ticker","value":"AAPL"}],"properties":{"key":{"description":"Memory  ⟨29 unchanged words⟩ 

{"examples":[{"type":"company","value":"AAPL"}],"properties":{"type":{"description":"Entity  ⟨89 unchanged words⟩ 

{"examples":[{"entities":["Pipeworx","Zapier"]}],"properties":{"_apiKey":{"description":"Optional  ⟨97 unchanged words⟩ 

{"examples":[{"package":"left-pad"}],"properties":{"package":{"description":"npm  ⟨35 unchanged words⟩ 

{"examples":[{"query":"supply-chain risk","text":"Apple Inc. reported fiscal 2023 revenue of $383.285 billion, driven by strong iPhone and Services growth. Net income was $96.995 billion. The company faced supply-chain risk in China during the quarter."}],"properties":{"limit":{"description":"Max  ⟨55 unchanged words⟩ 

{"examples":[{"topic":"finance"}],"properties":{"topic":{"description":"Optional  ⟨28 unchanged words⟩ 

{"examples":[{"claim":"Apple's fiscal 2023 revenue was $383 billion"}],"properties":{"claim":{"description":"Natural-language  ⟨67 unchanged words⟩