Fetch a Chinese annual report and return its 目录 outline.

Extract one section's body text by selector.

Run LLM structured extraction over report section text.

Bulk-index extracted records into cnreport-{year}.

Full-text + filtered search over cnreport indices with highlights.

Drop the cnreport-{year} Elasticsearch index and its metadata row.

Resolve a CN-A-share company by 6-digit ticker or Chinese/English name fragment.

List a CN-A-share company's CNINFO disclosures.

Fetch one CNINFO announcement's metadata + PDF URL by id.

Return structured income/balance/cashflow statements for a CN-A-share company.

Resolve a company's filing PDF and extract one named section.

Convenience wrapper: (ticker, year, section, form) → CNINFO lookup → PDF URL → existing outline-extraction pipeline.

Browse the CNINFO disclosure category catalog.

Retrieve a special-type report for a CN-A-share company by CNINFO category.

Extract the three major financial statements (三大报表) as text.

Resolves the company's filing PDF for (ticker, year, form) via the report cache (no re-download on repeat), parses the table of contents, and returns each statement's body text:

• statements.income_statement (利润表) — prefers 合并利润表

• statements.balance_sheet (资产负债表) — prefers 合并资产负债表

• statements.cashflow (现金流量表) — prefers 合并现金流量表

Returns section text only — never PDF bytes. Statements not located in the TOC are listed in missing (with the full available title list so the caller can fall back to get_section with a custom selector).

List cached annual reports.

Each entry carries the parsed provenance (stock_code / year / form / announcement_id for convenience-tool fetches, or kind: "url" for raw extract_section/list_outline URL fetches), cached_at (file mtime, ISO-8601 UTC), and size (sum of its .pdf + .txt + .outline.json).

Evict cached annual reports.

Browse the banking-indicator rule set (data-driven by indicator_rules.json).

Resolve one named financial indicator for a company + period.

Routes per the rule's source_type: akshare line items, annual-report PDF section (LLM or registered Python extractor), or locally-computed ratio.

Extract many indicators for one company/year in a single pass.

Fetches the annual-report PDF once, groups report-rules by section (one LLM call per section), dispatches Python extractors individually, and computes derived ratios locally. Caches the bundle to disk so repeat calls are free.

Extract the indicators named in a position CSV for one company/year.

Default CSV is docs/indicators_position.csv (override with csv_path). Reads the CSV's indicator column, routes report/akshare/computed indicators through the batch engine (one PDF fetch, batched LLM, python extractors, computed ratios, bundle cache), and lists realtime/external indicators (PE-TTM, PB, 市值, …) in skipped — they are not in the report PDF.

Resolve a HK stock company by 5-digit ticker or name fragment.

List a HK stock company's filings/announcements.

Return structured financial statements for a HK stock company.

Extract a named section from a HK stock annual report PDF.

Resolve a SSE-listed company by 6-digit ticker (sse.com.cn).

List a SSE-listed company's disclosures directly from sse.com.cn.

Extract a named section from a SSE company's annual-report PDF.

Fetch 上证e互动 investor Q&A for a SSE-listed company (sns.sseinfo.com).

Resolve a SZSE-listed company by 6-digit ticker (szse.cn).

List a SZSE-listed company's disclosures directly from szse.cn.

Returns: {filings, count} or {error}.

Extract a named section from a SZSE company's annual-report PDF.

Returns: {stock_code, year, section, pdf_url, outline_entry, text, char_count} or {error}.

Fetch 互动易 investor Q&A for a SZSE-listed company (irm.cninfo.com.cn).

Returns: {stock_code, source, questions: [...]} or {error}.

Resolve a BSE-listed company by 6-digit ticker (bse.cn).

List a BSE-listed company's disclosures (BSE-native, CNINFO fallback).

Each row carries source: "bse" | "cninfo". Returns: {filings, count} or {error}.

Extract a named section from a BSE company's annual-report PDF.

The filing may be served from BSE or CNINFO (fallback); the result carries source. Returns: {stock_code, year, section, pdf_url, source, outline_entry, text, char_count} or {error}.

List CSRC regulatory announcements/notices (csrc.gov.cn).

Query CSRC IPO (首发) application review status for a company.

Returns: {company, source, fields} (matching application row) or {company, source, error}.

Query CSRC 并购重组 (M&A) review status for a company.

Returns: {company, source, fields} or {company, source, error}.

List CSRC administrative-penalty / enforcement actions (csrc.gov.cn).

Returns: {filings, count} or {error}.

List the supported ministry statistics sources.

Returns: {ministries: [{id, label, en, transport, base}], count} or {error}.

Fetch a ministry's statistics page and parse its HTML tables.

Query an NBS (国家统计局) macro statistic by indicator code.

Audit rule gaps from existing out/ bundles and write a stable JSON report.

Start the industry rules web dashboard with filtering and search.

Opens a web UI at http://localhost: showing all 21,698 LLM rules across 31 申万 L1 industries. Filter by industry, module, keyword; sort by any column; paginated view.