Data Characteristics of This Category
Stock exchange disclosure platforms and official company investor relations pages publish financial report data for the snack food industry. Quarterly reports release 1 to 2 months after the end of each quarter. Organizations disclose annual reports by April 30 of each year. Most documents take the form of PDF-format periodic reports, which include consolidated financial statements, notes to financial statements, and management discussion and analysis sections. The notes section splits detailed main business revenue data by product category and sales channel. Fields include revenue per category, gross margin, inventory turnover days, and more. Most documents use ten thousand RMB as their primary unit, with some original metadata listed in yuan.
Constraints on Model Access and Configuration
Snack food financial reports have detailed product category splits and multiple sales channel breakdowns. Many documents contain high shares of nested tables. This imposes constraints on table recognition accuracy and document parsing segmentation rules. Quarterly financial reports update frequently. Timed synchronization tasks require configuration, which sets requirements for data source pull cycle parameters. Financial reports include detailed fields such as raw material costs and SKU inventory. The model must accurately match corresponding business context, which limits required recall context ranges. Some financial reports use structured disclosure formats. Parsing parameters require adjustment to adapt to non-standard table layouts.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
quoteMaxToken | 8000–12000 characters | Snack food financial reports include detailed multi-category revenue and channel breakdown data. Sufficient context fragments must be retained to accurately match analysis requirements |
recallTopK | Top 8–12 entries | Financial reports have many detailed fields. A sufficient number of context fragments must be recalled to cover multi-dimensional data such as categories, channels, and costs |
similarityThreshold | 0.75–0.85 | Avoid recalling irrelevant non-financial report documents, while ensuring coverage of nested detailed table content in financial reports |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Snack food financial report PDFs usually include multi-page tables and notes. Sufficient parsing time is required to complete full content extraction |
UPLOAD_FILE_MAX_SIZE | 500 MB | Annual financial report PDF files are usually large in size. This adapts to the need for batch uploading multiple financial report documents |
streamOutput | Enabled | Adapts to the lengthy nature of financial report analysis results, supports streaming output to improve interaction experience |
The parameter values provided on this page are general recommendations used to establish 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 Configuration Errors
- Issue: After connecting MemoRAG, recall of snack food financial report detailed product category data fails. Cause: The recall range of MemoRAG is not limited to the product detail fields of snack food financial reports, leading to recalled content deviating from analysis targets.
- Issue: When entering a short question of approximately ten words, the model outputs results in a single block without streaming. Cause: The
streamOutputparameter is not configured correctly, or the parameter configuration conflicts with the streaming output logic of the model itself. - Issue: Parsing timeout errors occur after uploading large annual financial report PDFs. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter is not adjusted to a value adapted to the size of snack food financial reports. The default timeout duration is insufficient to complete full parsing.
How to Verify Successful Configuration
- Upload a quarterly financial report PDF of a snack food listed company. Confirm that the parsed text content fully includes product revenue details and channel breakdown data.
- Enter a test question. Verify that the number of recalled context fragments matches the preset
recallTopKvalue, and that the fragment content is relevant to the financial report categories. - Test entering a short question. Confirm that the model output uses streaming output, consistent with the configured
streamOutputparameter settings. - Check system logs. Confirm that the timed financial report data source pull task executes normally according to the preset cycle, with no error messages.
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.