What this type of data looks like
Property management marketing content data is primarily sourced from park ledgers, owner service records, offline activity archives, public area operation and maintenance logs in the property’s internal management system, plus owner financial demand tags from cooperating financial institutions. Basic park information (buildings, parking spaces, facility lists) is updated quarterly. Owner service records and activity notifications are updated weekly or in real time. Operation and maintenance logs are archived daily. Most documents are a mix of structured tables and unstructured text, with fields including building number, owner ID, service type, timestamp, charging standard, repair priority, financial demand level, and others. Some documents include image attachments. The unit for charging standards is yuan per square meter per month.
Constraints on Model Integration and Configuration
The mixed structured and unstructured data structure requires dual-mode parsing rules to be configured when integrating the model, to adapt to table fields and free text respectively, and avoid field mapping deviations. Data sources with multiple update frequencies require incremental synchronization time window parameters to be configured, to distinguish pull frequencies for quarterly basic data and real-time service data, and prevent marketing content from using outdated information. Fields with clear units require field unit verification rules to be enabled, to ensure that expressions such as charges and durations in marketing content generated by the model match the data source units. Documents with attached image files require OCR trigger conditions to be configured, to start the image parsing process only when the document includes attachments, and avoid redundant calculations. Demand tag data from cooperating financial institutions requires separate permission verification rules to be configured, to ensure data calls comply with compliance requirements.
Configuration Parameter Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Property management documents are mostly mixed structure with tables and long text; 300 seconds covers parsing for most documents |
rerank_top_n | Top 3-5 entries | Property management marketing content needs to accurately match owner needs; too many results increase content redundancy, too few result in insufficient coverage |
maxContext | 8000-12000 characters | Property management documents include multiple segments such as owner records and activity plans; sufficient context must be retained to ensure logical consistency of marketing content |
SYNC_INCREMENTAL_INTERVAL | 1 hour | Real-time data such as owner service records and activity notifications requires regular updates; 1 hour balances synchronization overhead and data freshness |
field_unit_check_enabled | Enabled | Property management data includes unit-bearing fields such as charging standards and service durations; enabling verification prevents incorrect expressions in generated content |
OCR_TRIGGER_CONDITION | Only when the document includes attachments | Most property management documents are in text format; starting OCR only when image attachments are present reduces resource consumption |
The parameter values provided on this page are common recommended starting points for configuration setup. Actual values are influenced by material form, data volume and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Errors
- Phenomenon: An empty array is returned after calling the reranking model, and the interface displays no matching content. Cause: The minimum value of
rerank_top_nis not configured. An empty return is triggered when the number of input documents is less than the configured threshold. - Phenomenon: Rule symbols such as
[SOI][EOI]appear at the end of model conversation response results. Cause: Theshow_prompt_ruleconfiguration item is not disabled in version 4.9.13; it appends rule identifiers to results by default. - Phenomenon: A locally deployed model cannot be accessed via server IP, and the conversation interface returns connection timeout. Cause: Cross-domain access parameters for the model service are not configured, and firewall rules for the corresponding port are not opened.
How to Confirm Configuration Completion
- Upload a property management document that includes structured tables and image attachments, verify that the parsed fields fully match the data source, and that units meet expected standards.
- Submit a marketing content generation request, check whether rule symbols exist at the end of the returned results, and confirm that the configuration item has taken effect.
- Adjust the incremental synchronization interval parameter, observe whether the trigger frequency of background synchronization logs matches the configured expectation.
- Call the reranking model for testing, confirm that the number of returned results matches the configured
rerank_top_nvalue, and that no empty returns occur.
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.