What the data for this category looks like
Data sources primarily include publicly available property supervision data from local housing and urban-rural development departments, annual reports from national property management industry associations, operation ledgers of individual property projects, and publicly available third-party industry research materials. Update frequency follows this schedule: monthly updates for industry trends and project operation weekly reports, quarterly updates for regional property operation analysis, annual updates for industry trend white papers. Document structures usually include industry overview, project operation details, policy interpretation, and risk warning modules. Fields include project unique identifier, service coverage area (square meters), operation work order count (count), monthly complaint times, policy release date (YYYY-MM-DD). Some documents include the property guidance price range for the project's location.
What constraints these characteristics impose on tool calling and plugins
Property management research report data sources are scattered, covering regulatory platforms, industry association reports, project operation ledgers and other channels. Tool calling must support configuring authentication and pull rules for multi-source data to avoid cross-source data format conflicts. Update cycles vary significantly across different report types: monthly weekly reports, quarterly analysis, and annual white papers have distinct update schedules. Tools must support filtering data by specified time range and configuring corresponding data cache expiration duration to ensure returned data is timely. Research reports also include fixed fields and dedicated units. Tool calling must preset field verification rules to avoid returning results that do not comply with unit specifications.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
tool_call_max_retries | 2-3 times | Property management research report data sources are scattered. Single pull may fail due to interface fluctuations. 2-3 retries balances success rate and time consumption |
max_context_tokens | 8000-12000 characters | A single property management research report usually includes multiple modules. 8000-12000 characters can cover core operation data and policy interpretation, avoiding truncation of key information |
tool_timeout_seconds | 600 seconds | When pulling research report data from multiple sources, sufficient time must be reserved for cross-data source requests and integration. 600 seconds adapts to the response duration of most small and medium-sized data sources |
field_validation_enabled | Enabled | Property management research reports include dedicated fields and units. Enabling field verification can filter non-compliant returned results and ensure unified data format |
data_sync_interval | Once daily | Monthly updated industry trends require daily synchronization of the latest interface data to avoid information lag caused by cache expiration |
rag_recall_top_k | Top 6 entries | Core information of property management research reports is concentrated in 3-5 modules. Recalling 6 entries can cover all core content and avoid redundant data interfering with tool calling |
The parameter values provided on this page are common recommendations for setting configuration starting points. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Symptom: The interface pops up the prompt "The tool call is not supported", and the tool call has no valid return. Cause: The tool calling function is not enabled in the application configuration, or the required research report pull tool permissions are not bound to the current application.
- Symptom: After deploying the local M3E model starting from version 4.8.19, continuous model loading failure error is returned when calling tools. Cause: The new version updated the path verification logic for local models, and the original configured model loading path does not adapt to the new rules.
- Symptom: The unit of the research report data returned by the tool call does not meet the preset requirements, such as the "service coverage area" field value with "mu" instead of the preset "square meters". Cause: The field verification configuration is not enabled, or the legal unit range is not preset in the tool rules.
How to confirm the configuration is complete
- Enter the tool configuration page of the application, confirm that the tool calling switch is enabled and the corresponding property management research report pull tool is bound.
- Initiate a tool call test, check whether the returned data fields include preset core fields such as project identifier and service coverage area.
- View the tool call log, confirm that the model loading status is normal and there are no error messages related to version adaptation.
- Manually adjust the unit of a test data entry to trigger the verification logic, and confirm that the field verification function works properly.
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.