What the Data for This Category Looks Like
The data for e-commerce service financing daily reports is sourced from merchant transaction settlement systems of partnered e-commerce platforms, third-party payment clearing interfaces, and credit approval ledgers of licensed partnered financing institutions. Data is updated daily: full transaction and financing data for the previous natural day is compiled in the early morning, generating the day’s financing daily report document. Documents are split into independent entries by merchant unique identifier. Core fields include merchant ID, total daily transaction amount (unit: yuan), eligible operating financing quota (unit: yuan), actual daily loan disbursement amount (unit: yuan), due repayment date, number of overdue transactions (unit: count). Each entry includes an associated index identifier for corresponding transaction details.
Constraints Imposed by These Characteristics on Multi-turn Conversation and Prompt Engineering
The daily update requirement means multi-turn conversation context must be limited to the valid data range of the current day and the previous day. This prevents data deviations caused by calling expired reports. Merchant entries are split into a large number of items. Prompts must explicitly specify to only return fields corresponding to the merchant bound to the current conversation, to avoid cross-merchant data confusion. The presence of transaction detail associated indexes requires multi-turn conversations to support step-by-step follow-up questions: first confirm the merchant identifier, then retrieve corresponding detail content. At the same time, field units are fixed as yuan and count. Prompts must enforce that output results include standard units, to prevent mismatches between numerical values and units.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | Last 8 conversation turns + current day and previous day report metadata | The core data cycle for e-commerce financing daily reports is T+1. Limiting the context scope reduces invalid token consumption and avoids interference from cross-cycle data |
conversationTTL | 86400 seconds | Daily updated report data is only valid for the current day. Setting the session expiration time to 24 hours ensures sessions can only access valid data from the current batch |
systemPromptTemplate | Only process e-commerce merchant financing daily report data from the current day and previous day. Return results must include standard units for corresponding fields. Prompt to supplement unique identifier if merchant cannot be confirmed | Matches the data cycle and field rules for e-commerce financing daily reports, and clarifies the processing boundary for conversations |
recallTopK | Top 3 entries | Merchant entries for e-commerce financing daily reports are sorted by business priority. Recalling the top 3 entries covers most high-frequency consultation scenarios while reducing redundant data loading |
similarityThreshold | 0.75 | Filters low-match consultation requests, prevents misclassifying non-financing daily report questions as corresponding scenarios, and improves conversation accuracy |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Daily report documents contain multi-merchant aggregated data. Setting a longer parsing timeout ensures complete reading of report content |
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 on-site analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- The symptom is that each conversation response takes longer than 10 seconds, and the interface shows a loading spinner. The cause is failing to limit the valid data range of
maxContext, causing the system to call full e-commerce financing daily report data for matching each time, which consumes excessive tokens and computing resources. - The symptom is that conversation logs are lost or historical records cannot be viewed, and the interface prompts that the session does not exist. The cause is incorrectly configuring the
conversationTTLvalue, or failing to enable the conversation persistence storage switch, resulting in session data being cleaned up early. - The symptom is that the unit of financing data fields returned is missing, or transaction total amount and loan disbursement amount are confused. The cause is that
systemPromptTemplatedoes not clearly specify field units and corresponding relationships, resulting in the model generating results that do not comply with business rules.
How to Confirm Configurations Are Correctly Set
- Initiate a test question that includes a merchant ID and the current day’s date, check whether the returned results only include the current day’s data for the corresponding merchant, and that fields include standard units.
- View the session management page, confirm that the
conversationTTLvalue matches the business data update cycle. This parameter can be adjusted based on data update frequency. - Initiate a fuzzy-matched non-financing daily report question, check whether the system filters such requests and only processes financing daily report-related consultations.
- Check the conversation log storage path, confirm that session data is not cleaned up early. Adjust
PARSE_FILE_TIMEOUT_SECONDSto avoid incomplete data parsing.
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.