What the data for this category looks like
Data sources for chemical pharmaceutical market and yield data include publicly traded pharmaceutical company stock data, raw material market databases published by industry associations, and regular operational disclosures from enterprises. Data update frequencies vary: listed company stock-related data updates per trading day, core raw material market data updates per workday, and quarterly operational data updates per fixed disclosure cycles. Individual data entries include company stock code, full company name, daily return change value, 7-day return change value, 30-day return change value, core raw material daily price, daily trading volume, and other fields. Return change values use basis points as the unit, raw material prices use yuan per kilogram, and trading volume uses shares as the unit.
Constraints for Multi-turn Dialogue and Prompt Engineering
Data for the chemical pharmaceutical category includes multiple fields such as multi-period returns and associated raw material prices, with differing update frequencies. Multi-turn dialogue workflows must first clarify the user’s requested data time range to avoid confusion between trading day market data and quarterly operational data. Prompt templates must limit the priority of returned fields, prioritize matching the user-specified return time period, and can include core raw material price changes as supplementary reference. Add a data type confirmation step at the start of each dialogue to prevent users from mistakenly requesting raw material price data as return data, and reduce clarification costs in subsequent multi-turn dialogue.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Chemical pharmaceutical yield data includes multi-period fields and associated raw material information. Sufficient context must be retained to support logical connections in multi-turn dialogue |
recall_top_k | Top 6–8 entries | Individual chemical pharmaceutical enterprise data has many fields. Too many recalled entries will cause prompt overload, while too few will fail to cover the multi-period return information required by users |
prompt_template | Guidance template including "Please first confirm the required return time period and associated data type" | Clearly distinguish between trading day market data and quarterly operational data to avoid data confusion in multi-turn dialogue |
file_parse_segment_length | 1000–1500 characters | Chemical pharmaceutical market daily report documents include continuous fields such as enterprise names, multi-period returns, and raw material prices. Segments that are too long cause retrieval breaks, while segments that are too short destroy field integrity |
api_timeout | 30 seconds | Both transaction data and raw material market databases must be retrieved simultaneously. The timeout period must cover query times for both data sources |
response_format | Structured text returning only specified fields | Users require clear yield and market information. Unstructured responses increase clarification costs in multi-turn dialogue |
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 Misconfigurations
- A 422 Unprocessable Entity error is returned when calling the multi-turn dialogue interface. The cause is that required fields are not limited in the prompt template, causing the AI-generated response to include undefined fields, which triggers the interface verification rules.
- Knowledge base retrieval matches market daily report documents with unreasonable segmentation, making it impossible to associate return and raw material price data in multi-turn dialogue. The cause is that separators adapted to the chemical pharmaceutical document structure are not used, and continuous enterprise return fields are mistakenly split into multiple independent segments.
- The initial pop-up window of the multi-turn dialogue module cannot be hidden, affecting user experience. The cause is that the
welcome_modal_enabledparameter in the front-end configuration items is not modified, and the initial pop-up window is enabled by default.
How to Verify Proper Configuration
- Initiate a test dialogue requesting multi-period returns, and check whether the fields returned by the AI match the content specified in the prompt template.
- Upload a chemical pharmaceutical market daily report document, and check whether the segmentation result retains the continuous connection between enterprise returns and raw material prices.
- Call the multi-turn dialogue interface, and verify that the returned status code is 200 OK, with no 422 errors.
- Check the front-end interface, and confirm whether the initial dialogue pop-up window is displayed or hidden according to the configuration item settings.
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.