Multi-turn Dialogue and Prompt Engineering for Refining and Petrochemical Financing Daily Reports

Refining and petrochemical financing daily report data is sourced from domestic oil and petrochemical industry financing monitoring platforms

What the data for this category looks like

Refining and petrochemical financing daily report data is sourced from domestic oil and petrochemical industry financing monitoring platforms, exchange public announcements, and daily submitted financing updates from industry associations. The update schedule is full financing transaction data from the previous calendar day, updated every early morning. Each daily report document is primarily composed of structured tables, including fields such as full name of financing entity, refining and petrochemical production capacity scale identifier, financing type, financing amount, financing term, annualized interest rate, announcement date, and associated project number. The unit of financing amount is fixed as ten thousand RMB, and financing term is marked in months or calendar days.

Constraints imposed by these characteristics on multi-turn dialogue and prompt engineering

The multi-field structured data structure requires multi-turn dialogue to gradually guide users to clarify filter conditions, to avoid redundant results returned by vague queries. The daily updated data source requires the prompt to bind the latest daily dataset call path, preventing expired data from being called. The exclusive production capacity scale identifier field for the refining and petrochemical industry requires the prompt to include a term matching rule for financing scenarios in the refining and petrochemical industry, matching terms such as "independent refineries" and "main refineries" to the filter conditions of structured fields. In addition, the convention that financing amount is measured in ten thousand RMB requires multi-turn dialogue to automatically unify unit expressions, avoiding matching errors caused by users inputting different units.

Configuration Settings

Configuration ItemRecommended ValueRationale
maxContext8000–12000 charactersRefining and petrochemical financing daily reports contain multi-field structured data, requiring sufficient context to carry the transfer of multi-round filter conditions
promptTemplateFixed binding of the "Refining and Petrochemical Financing Daily Report Exclusive Dataset" prefix, plus a mandatory constraint of "only use data updated on the current day"Refining and petrochemical financing daily reports are updated daily, to avoid calling expired data and limit the scenario to avoid cross-industry confusion
topKTop 10 entriesThe daily data volume of refining and petrochemical financing daily reports is moderate, and the top 10 entries can cover the conventional query scope of most users
rerankThreshold0.75Field matching for structured data requires a high similarity threshold to avoid recalling irrelevant financing projects
apiRequestTimeout60 secondsRecall of structured datasets requires traversal of multiple fields, so the timeout period must adapt to the time consumption of data traversal
filterFieldList["financingentity", "financingtype", "annualizedinterestrate", "announcement_date"]Only expose commonly used filter fields for users, reducing interference from invalid matches

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, 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 Misconfigurations

  • Phenomenon: The released dialogue interface fails to render LaTeX-formatted financing interest rate calculation formulas, only displaying the original $...$ code. Cause: LaTeX rendering compatibility settings are not enabled in the prompt configuration, or the corresponding plugin is not loaded in the front-end rendering link.
  • Phenomenon: The dialogue interface continues to load without response after container deployment. Cause: A reasonable apiRequestTimeout value is not configured, or the dataset call link does not adapt to the multi-field traversal time consumption of refining and petrochemical financing daily reports.
  • Phenomenon: The content of the AI dialogue node inserted into the workflow is appended to the final output result. Cause: The "Output intermediate node results" switch is not turned off in the workflow node configuration, causing intermediate steps of multi-turn dialogue to be mixed into the final output.

How to Confirm Proper Configuration

  • Initiate a financing query for a specific refining and petrochemical enterprise, verify that the financing entity field in the returned results matches the query keyword, and the data date falls within the current day's update range.
  • Initiate a multi-round progressive query, verify that the dialogue context retains previous filter conditions without requiring repeated input of the same information.
  • Check the front-end rendering effect, confirm that LaTeX-formatted interest rate calculation formulas are displayed normally, showing the rendered result.
  • Verify that the API call return results only include the final dialogue output, with no redundant content from intermediate AI dialogue nodes.

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.