What the Data for This Category Looks Like
Data for vehicle financing daily reports is sourced from automaker supply chain finance systems, partner bank credit ledgers, and dealer financing filing platforms. The update schedule runs every early morning, completing full synchronization of the previous day’s data and generating a dedicated daily report document. The document includes two core sections: a header summary statistics area and a detailed list area. The detailed section groups entries by dealer. Core fields include vehicle identification number (VIN), dealer unified social credit code, loan amount (ten thousand yuan), financing maturity date, credit limit (ten thousand yuan), and payment status. All fields use standardized units: ten thousand yuan and YYYY-MM-DD format. A single daily report document typically contains dozens of detailed entries.
Constraints for Multi-turn Dialogue and Prompt Engineering
Daily data updates require multi-turn dialogue contexts to strictly distinguish between current day and historical data, preventing models from mixing expired information. Multiple structured fields have clear units and formats, so prompts must explicitly specify field extraction rules to stop models from confusing VIN with dealer names, or ten thousand yuan with yuan units. The large number of detailed entries requires gradual redirection of the model to focus on specific dimensions during multi-turn dialogue, avoiding excessive redundant content in single responses. The layered document structure requires prompts to first extract summary information, then split corresponding details, to ensure clear response logic.
Configuration Settings
| Configuration Item | Recommended Range | Rationale |
|---|---|---|
maxContext | 15000–20000 characters | A single vehicle financing daily report has many detailed entries. Combined with historical interaction context, sufficient window space is needed to retain the latest daily data and multi-turn dialogue records |
systemPrompt | Fixed specification: "Only answer based on the current day’s vehicle financing daily report data. Fields must strictly match the VIN, loan amount (ten thousand yuan), and financing maturity date format" | Clarify data scope and field rules, preventing models from calling expired data or generating non-compliant formatted results |
toolCallMaxTurn | 3–5 turns | Multi-turn dialogue needs to sequentially confirm detailed query dimensions like dealer, vehicle model, and payment status. A reasonable number of turns balances interaction completeness and context overflow risk |
relevanceThreshold | 0.75–0.85 | Structured fields have high matching accuracy requirements. This threshold filters irrelevant details and ensures recalled results highly match query intent |
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | A single daily report contains multiple pages of structured details. Sufficient parsing time enables full field extraction and avoids content truncation |
maxToken | 8000–10000 | Single-round responses need to fully present multiple sets of financing details. Sufficient token count prevents key content from being truncated |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require specific analysis, and testing on local samples is recommended before finalizing values.
Three Common Misconfigurations
- Symptom: Returns
400 Bad Requestwhen calling a workflow, with the prompt "payload field format error". Cause: TheappIdparameter is not spliced according to FastGPT specifications, and workflow ID and application ID are mistakenly confused. - Symptom: When querying on the next day during multi-turn dialogue, models still use the previous day’s financing daily report data to generate responses. Cause:
maxContextis not set to filter expired context, or the system prompt does not explicitly require only using current day data. - Symptom: Returns "file parsing failed" when uploading a vehicle financing daily report file via API call. Cause: The
UPLOAD_FILE_MAX_SIZEparameter is not adjusted to match the actual size of the daily report file, or structured field extraction rules are not specified in the prompt.
How to Verify Proper Configuration
- Initiate a single-round query, enter the prompt "Please list the loan amount of all dealers today", and verify that returned results only include data from the current day’s financing daily report, and that field formats match preset requirements.
- Initiate three consecutive rounds of dialogue, sequentially query financing details, maturity dates, and payment status for different dealers, and verify that context is correctly retained with no content loss or data confusion.
- Upload a test vehicle financing daily report file via API call, and verify that returned parsed results include all core structured fields with no missing or incorrectly formatted content.
- Adjust the
relevanceThresholdparameter, compare recalled results across different values, and select a threshold range that fits the business scenario.
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.