What the Data for This Category Looks Like
Data related to oil and gas extraction revenue yields is primarily sourced from industrial production monitoring systems, public energy industry statistical databases, and operation unit submission data. The data updates daily at midnight, with full settlement calculation information for the previous day. Documents are stored as structured tables, where each row corresponds to a single operation unit or extraction block. Core fields include operation unit ID, crude oil extraction volume, natural gas extraction volume, extraction cost per barrel, current period settlement price, current period tax and fee expenses, and operation and maintenance cost items. Extraction volume units are barrels or cubic meters, cost and price units are yuan per unit extraction volume, and expense item units are yuan.
Constraints Imposed on Multi-turn Dialogue and Prompt Engineering
Daily updated structured data requires multi-turn dialogue to retain the user-specified settlement date and operation unit identifier, to avoid information confusion across cycles or blocks. The combination of multiple fields and specific units requires that the prompt clearly specify the correspondence between fields and units, to prevent the large model from mixing parameters from different operation units. Complete information for a single record must be fully passed in the dialogue, so sufficient space must be reserved in the context window to accommodate structured data recalled across multiple turns. Additionally, users may compare revenue yields across multiple operation units, so multi-turn dialogue must support interactive logic for gradually narrowing the query scope.
How to Configure the Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | The batch recall volume of oil and gas extraction daily reports is large, so sufficient context is needed to accommodate multi-turn dialogue history and structured recalled data |
recallTopK | Top 8–12 entries | A single operation unit has a relatively large number of related data entries, retaining sufficient entries to cover the user's possible multi-dimensional query needs |
promptTemplate | Sort and splice recalled data by operation unit ID and settlement date, retain all core fields | Ordered splicing of structured data can improve the large model's information extraction and calculation efficiency |
conversationTimeout | 600 seconds | Cross-turn revenue yield calculation requires multiple calculation steps, to avoid mid-process timeout interrupting the full workflow |
ragThreshold | Calibrate via actual testing | The fields of oil and gas extraction data have strong correlation, so thresholds must be adjusted via actual testing to filter irrelevant data |
fileParseChunkSize | 1000–1500 characters | The length of single records in daily report documents is moderate, and segmentation can fully retain the complete settlement information of a single operation unit |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis, and testing on local samples prior to finalization is recommended.
Three Common Misconfigurations
- The symptom is that the workflow terminates directly after the large model generates a reply, and downstream nodes are not triggered. The cause is that the prompt does not explicitly require the large model to output a format compatible with downstream node parsing, leading to workflow interruption.
- The symptom is frequent
504timeout errors in dialogue or the system prompt "dialogue timed out". The cause is failing to adjust theconversationTimeoutparameter to match the duration required for oil and gas extraction data calculation, or recalling too many entries causing processing time to exceed the preset threshold. - The symptom is being unable to locate the setup entry for triggering the prompt exactly once per dialogue. The cause is failing to enable the prompt binding switch in the advanced configuration of the individual dialogue node, and mistakenly configuring the prompt in the global dialogue template.
How to Confirm the Configuration Is Complete
- Initiate a query that includes multiple settlement dates and operation unit IDs, and verify whether the large model's output includes the specified fields and units.
- View the workflow logs to confirm that the full chain from knowledge base recall, large model processing to downstream nodes has no interruptions.
- Simulate multiple consecutive queries, and check whether the frequency of dialogue timeout errors meets expectations.
- Enter the configuration page of the individual dialogue node, and confirm that the prompt template is bound to this node and not associated with the global template.
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.