What data for this category looks like
Dairy industry research reports come from three main sources: brokerage industry research reports, public statistical documents from industry associations, and annual reports of the dairy sector of listed companies. Update frequency shifts with industry events. Concentrated updates happen during quarterly earnings releases, raw milk price fluctuations, and new product launch windows. Sporadic weekly tracking reports are also released regularly. Documents follow a fixed structure: core indicator summaries, production and sales data for segmented categories, price trends, and policy impact analysis. Fields include raw milk purchase price (unit: yuan per kilogram), segmented product output (unit: ten thousand tons), market share, breakdowns of corporate business revenue, and additional relevant metrics.
What constraints these characteristics impose on model access and configuration
The volatile update schedule of dairy research reports requires model access to support dynamic pulling of newly released sporadic reports. Automatic sharding rules adapted for unstructured documents must be configured. The large number of segmented categories and inconsistent field units require preset field mapping rules to avoid unit confusion during parsing. The fixed document structure supports configuration of fixed paragraph extraction rules to prioritize capturing core indicator modules. The large volume of industry-specific terminology in research reports requires adjustment of the model’s context length to accommodate long document parsing.
Configuration Setup
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Individual dairy research reports have relatively long average lengths, requiring coverage of complete core indicator paragraphs |
RECALL_TOP_N | Top 8–12 results | The large number of segmented categories in dairy research reports requires sufficient recall to cover relevant reports across different segments |
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | Individual research reports contain large numbers of tables and long paragraphs, leading to longer parsing times than generic documents |
field_mapping_rule | Preset mapping rules for three core fields: raw milk price, output, and market share, based on document structure | The fixed field structure of dairy research reports allows preset rules to reduce parsing errors |
temperature | 0.3–0.5 | Research report retrieval requires accurate matching of professional terminology; higher values introduce generation deviations |
UPLOAD_FILE_MAX_SIZE | 50 MB | Individual research reports have multiple attachments, requiring a single file upload limit to avoid parsing timeouts |
The parameter values provided on this page are common recommended starting points for configuration setup. Actual values are affected by material format, data volume, and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Symptom: A custom profile picture link added to the model configuration does not display an icon or fails to load. Cause: The icon format is not specified as PNG or JPG, and the link does not have cross-origin access permissions enabled.
- Symptom: Unit confusion appears in recalled research report results, such as displaying raw milk purchase price as yuan per ton instead of yuan per kilogram. Cause: No field mapping rules are configured, leading to incorrect automatic unit recognition during parsing.
- Symptom: The model call returns a 504 timeout status code. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter is not adjusted, leading to parsing time exceeding the default threshold for long individual research reports.
How to Verify Proper Configuration
- Upload a local dairy industry research report, check if parsed fields match preset mapping rules, and verify core indicator units are accurate.
- Submit a research report retrieval request, check if returned result count falls within the preset recall range, and adjust thresholds to match business needs.
- Test the parsing process for a single long research report, confirm no timeout errors occur, and verify the timeout parameter adapts to document length.
- Check if the custom profile picture on the model configuration interface loads normally, and confirm link format and access permissions meet requirements.
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.