What Data for This Category Looks Like
Data sources include single well production monitoring sensors, oil and gas gathering and transportation system SCADA logs, geological exploration achievement reports, and on-site operation and maintenance inspection records.
Update frequency follows these rules:
- Real-time monitoring data syncs every 15 seconds
- Monthly production summary data updates on the first day of each month
- Geological documents are released after new well completion or adjustment of exploration results
Document structure falls into three categories:
- Structured single well production reports, with fields including well ID, production cycle, daily oil and gas equivalent, wellhead pressure, and other related fields
- Semi-structured inspection reports, including equipment status descriptions and treatment measures
- Long-form geological technical documents, including well depth, formation parameters, and other related content
Field units include cubic meters per day, megapascals, degrees Celsius, and kilometers.
Constraints Imposed by These Characteristics on Multi-turn Dialogue and Prompting
Real-time data’s high update frequency requires regular refreshing of multi-turn dialogue context. This avoids using outdated production data that reduces marketing content accuracy.
There are many structured data entries. Limit the number of recalled entries and context length to prevent redundant information from disrupting the logic of marketing copy generated by prompts.
The existence of long-form geological reports requires the dialogue context window to accommodate high token consumption. This avoids truncation of key technical parameters.
The special nature of field units requires prompts to clearly specify output formats. This prevents marketing content failure caused by unit errors.
Additionally, marketing content must combine real-time production capacity and customer needs. Multi-turn dialogue must support dynamic retrieval of latest business data, avoiding outdated cached content.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Oil and gas extraction data includes long geological reports and real-time sensor logs, requiring sufficient context to avoid truncation of key technical parameters |
recallTopK | Top 6–8 entries | Single well production data and gathering and transportation logs have many entries, limiting recalled entries to avoid redundant information disrupting marketing content generation |
similarityThreshold | 0.72–0.85 | Differentiate between structured production data and unstructured inspection reports, ensuring recalled content matches marketing requirements |
systemPrompt | Must include "Output must include correct units, such as cubic meters per day, megapascals" | Oil and gas extraction field units are special, requiring mandatory standardization of output format |
apiTimeout | 600 seconds | Long-form geological report parsing and multi-turn dialogue splicing require a long timeout period to avoid mid-process interruptions |
contextRefreshInterval | 15 seconds | Matches the update frequency of real-time sensor data, ensuring production data called during multi-turn dialogue is the latest version |
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 specific analysis, and it is recommended to test on your own samples before finalizing.
Three Common Misconfigurations
- Phenomenon: When configuring dialogue for marketing content generation, oil and gas extraction production data is accidentally recalled instead of preset marketing materials. Cause: The production knowledge base switch associated with the dialogue was not disabled, or marketing-specific knowledge bases and business data knowledge bases were not isolated by permissions.
- Phenomenon: Custom prompts are repeatedly triggered during multi-turn dialogue, resulting in redundant guiding statements in generated marketing content. Cause: The
promptSingleTriggerparameter was not configured, or the rule that prompts only take effect in the first round was not set in the dialogue workflow. - Phenomenon: A
504 Gateway Timeouterror is returned when generating marketing content combined with long geological reports. Cause: TheapiTimeoutparameter was not adjusted to a duration suitable for long document parsing, causing mid-process interruption of the dialogue workflow.
How to Verify Successful Configuration
- Initiate a test dialogue, input "Please generate a single well production capacity marketing copy for an industrial gas customer", verify that the output includes correct units and matching production data.
- View the dialogue context panel, confirm that only marketing materials and matching business data are recalled, with no redundant unrelated entries.
- Check the dialogue logs, confirm there are no timeout or parameter error records, and prompts only take effect in the first round of dialogue.
- Call the dialogue record interface, input the specified dialogue ID, confirm that the complete multi-turn dialogue history can be returned.
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.