What this type of data looks like
Residential development financing daily reports draw data from three primary sources: real estate enterprise fund management systems, loan receipts from cooperating financial institutions, and daily reports of project pre-sale fund supervision. Reports update on a daily T+1 cadence, covering that day’s completed financing loans, credit line changes, and supervision account transaction flows. Each document splits data by individual residential development project. Each entry includes fields such as project name, plot number, financing subject, same-day loan amount, due repayment date, current credit balance, and supervision account balance. Amounts use ten thousand yuan as the unit. Date fields follow the YYYY-MM-DD format.
Constraints for multi-turn dialogue and prompt engineering
Data splits by individual project and includes multi-dimensional fields. Multi-turn dialogue must maintain session-level project context anchors to avoid mixing data across projects. Daily updated data sources require prompts to explicitly call the latest T+1 daily report data. This prevents referencing outdated information. Fields include numeric values such as loan amounts and credit balances. Multi-turn dialogue must proactively prompt users to supplement key parameters when no project or date is specified. Unified unit expressions are required. All dialogue-based amount transfers must use ten thousand yuan as the base unit.
Configuration settings
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Residential development financing daily reports have many fields per document. Multi-turn dialogue must retain context for multiple projects to avoid window overflow and lost critical information |
temperature | 0.1–0.3 | Financing data demands accuracy and rigor. Avoid generating vague content, and maintain consistent output |
Knowledge base recall count | Top 3–5 entries | A single daily report covers multiple projects. Too many retrievals create redundant context. Too few fail to cover user-requested project data |
Plugin Timeout | 300 seconds | Network delays may occur when connecting to financial institution interfaces for real-time financing data. Reserve sufficient response time |
Session Expiration Time | 3600 seconds | Residential development financing analysis sessions handle multi-turn questions for single projects. A 1-hour expiration time avoids frequent context resets |
Similarity threshold | 0.75 | Precise matching of user-mentioned project names or plot numbers is required. Filter irrelevant daily report entries |
The parameter values provided on this page are common recommended starting points for configuration. Actual values depend on material form, data volume, and business rules. Address specific issues with targeted analysis. Test on your own samples before finalizing settings.
Three common configuration errors
- Issue: No direct setting button exists for model temperature. Users can only specify the model via variable references. Cause: The "Custom Parameters" option remains disabled on the model management page. In version V4.9.3, this switch sits in the advanced configuration bar of the model details page, blocking direct adjustment of the
temperatureparameter value. - Issue: Dialogue call statistics show 1 group, but actual content return time exceeds 600 seconds. Cause: No timeout threshold is configured for plug-ins or model calls. Front-end statistical group time fails to sync with back-end actual execution time, leading to mismatched statistics and actual time consumption.
- Issue: Adding a database connection plug-in triggers a call error, returning connection failure or no data. Cause: The plug-in configuration omits specifying the database table and query fields corresponding to the residential development financing daily report. The plug-in cannot locate the target data source.
How to verify successful configuration
- Initiating multi-turn questions for a single project’s financing daily report allows verification that the dialogue automatically retains previously mentioned project names and dates without repeated input.
- Reviewing model call logs confirms the actual used
maxContextparameter value falls within the preset range, with no context truncation prompts. - Testing query requests for different projects confirms returned results only include matching project data, with no irrelevant entries.
- Triggering a database plug-in call allows checking that returned fields include all preset fields for the residential development financing daily report, with no missing fields or incorrect units.
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.