What the data for this category looks like
Snack food category financial report data mainly comes from annual and quarterly reports publicly disclosed by exchanges, and internal business ledgers of enterprises. The update cycle is centered on quarters, with annual reports serving as full-cycle reviews. Document structures usually include modules such as revenue breakdown, raw material costs, and SKU sales data. Fields cover single-category revenue amounts, channel proportion bases, unit product production costs, etc. Units mostly use concrete measurement forms such as ten thousand yuan, tons, and pieces. Some internal ledgers add custom SKU code fields.
What constraints do these characteristics impose on document parsing and chunking
The multi-product line breakdown and SKU detailed data in snack food financial reports lead to a large number of structured sub-entries in documents. When chunking, the binding relationship between products and their corresponding data must be retained to avoid cross-category data confusion. SKU sales data is mostly presented as tabular multi-row content. Some documents have merged cells. During parsing, inline associations must be identified to prevent loss of complete single-SKU information after chunking. Some internal business ledgers have inconsistent formats and custom fields. Parsing must adapt to non-standard naming, while ensuring that data fields after chunking are traceable to avoid field misalignment in subsequent analysis.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
parseTableMergeCell | Enabled | SKU detail tables in snack food financial reports often contain merged cells. Enabling this option retains complete association of data within cells |
chunkSize | 800–1000 characters | Financial reports include long paragraphs of industry analysis and detailed data. This length balances contextual association and chunk granularity |
uploadFileMaxSize | 500 MB | Adapts to the common volume upper limit of single annual report PDFs or multi-quarter summary Excel files |
parseTimeout | 900 seconds | Multi-quarter summary files take longer to parse. This setting prevents mid-parsing failures |
tableRowGroupSize | 10–15 rows | SKU detail tables have a large number of rows per page. Grouping retains complete data association for a single set of SKUs |
enableChunkOverlap | Enabled | Financial reports contain cross-paragraph associated data. Overlapping chunks preserve contextual coherence |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Scenario: After uploading an Excel financial report file with SKU details, data processing completes but the parsing result is empty. Cause: The
parseTableMergeCellconfiguration is not enabled, so SKU revenue data within merged cells is not correctly extracted. - Scenario: When executing a financial report analysis query, the returned result includes unuploaded general text content. Cause: The
parse_query_as_documentconfiguration is not disabled, causing the query text to mistakenly trigger the document parsing process. - Scenario: A
408 Request Timeouterror is returned when calling the parsing API. Cause: TheparseTimeoutparameter is not adjusted. The parsing duration of a single multi-quarter financial report exceeds the default threshold, causing the request to be interrupted.
How to Confirm the Configuration is Correct
- Upload a SKU detail test file with merged cells, and verify that the parsed table data retains complete associated information within cells.
- Execute a parsing task for a single quarterly financial report, and confirm that the task does not experience timeout interruptions.
- Launch a test query, and confirm that the response is only based on the uploaded financial report documents, with no unconfigured text mixed in.
- Check the parsing log to confirm that the loaded configuration parameters match the preset plan.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.