What the data for this category looks like
Data for this category originates from policy bank agricultural credit daily report systems, local agricultural and rural department financing filing ledgers for planting entities, and supporting financing records from agricultural insurance underwriting institutions. Data is synced in full for the prior day each day at midnight. Some remote regions’ reported data has a 1-2 hour delay. Each data entry includes the following fields: planting entity name, planting category, financing amount, financing purpose, lending bank, lending date, guarantee method, associated planting area, and others. The unit for financing amount is ten thousand yuan. Dates use the YYYY-MM-DD standard format. Files are stored in structured CSV format, with a separate file generated each day. Filenames include a date identifier for the current day. Some entities’ financing data includes guarantee institution information as an optional field.
Constraints imposed by these characteristics on citation source and traceability
Since data comes from multiple sources and has reporting delays, citation traceability requires first distinguishing the credibility hierarchy of different data sources. Avoid including unconfirmed delayed reported data in search results. The separate structured files generated each day require search nodes to automatically match the latest file for the current day. A single historical file cannot be called fixedly. Fields include exclusive fields such as planting category and associated planting area. Traceability requires fully retaining the original field mapping. Fields must not be truncated or merged arbitrarily. The structured CSV format requires strictly specifying column names during parsing. This prevents traceability information from being distorted due to field misalignment. Some regional data has delays. Configure search trigger times to avoid peak data reporting periods. This ensures complete current day data is obtained.
How to configure the settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
file_match_pattern | planting_finance_daily_*.csv | Matches daily generated CSV files for planting industry financing daily reports with date identifiers, ensures automatic retrieval of the latest current day data |
retrieve_top_k | Top 8 entries | The financing daily report for the planting industry has many fields per data entry. Too many recall results will cause context overload. 8 entries can cover the current day data for major financing entities |
similarity_threshold | 0.75-0.85 | Financing data has strong structured characteristics. A threshold that is too low will introduce irrelevant non-planting financing data. A threshold that is too high may miss valid matching entries |
source_field_mapping | Map core fields using original CSV column names | Retain core fields required for traceability: entity name, planting category, financing amount, lending bank, lending date, and others. Avoid losing key traceability information |
search_trigger_delay | 3600 seconds | Most regional data completes reporting before 1 AM daily. A 1-hour delay for trigger ensures complete current day data is obtained, avoiding the impact of reporting delays |
output_raw_content | Enabled | Meets the requirement to directly output original knowledge base data. Retains original fields and formats, preventing traceability information loss caused by summary rewriting |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three common configuration errors
- Phenomenon: In workflow multi-turn conversations, only the first round of questions returns knowledge base citations. Subsequent replies do not include traceability information. Cause: The
conversation_context_strategyparameter is not configured correctly. This causes subsequent search nodes to fail to inherit the global knowledge base’s associated configuration, and only retains context information from the first round. - Phenomenon: The knowledge base search node is configured with the global variable
dataset_id, but cannot read the variable normally. No search results are returned. Cause: The "Allow calling global variables" option in the search node’s parameter settings is not enabled, or the variable name does not match the configuration item’s parameter name. - Phenomenon: The AI’s reply with knowledge base content is rewritten, and the complete fields and format of the original financing data are not retained. Cause: The
output_raw_contentparameter is not enabled. The system automatically performs summary processing on the original structured data, resulting in loss of original fields required for traceability.
How to confirm the configuration is correct
- Manually upload the current day’s structured planting industry financing daily report file to the knowledge base, perform a search test, and confirm that the returned results include the target data with complete fields.
- Trigger the workflow’s multi-turn conversation process, check that each round of replies includes knowledge base traceability related identifiers.
- View the search node’s running logs, confirm that the matched file is the target file generated on the current day, and that the configured global variables have been correctly loaded.
- After enabling the
output_raw_contentparameter, test that the reply retains the complete fields and format of the original financing data.
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.