What the Data for This Category Looks Like
Residential construction marketing content data primarily comes from tender announcements for real estate projects partnered with financial institutions, construction logs, apartment floor plan manuals, VR scripts for model units, owner feedback records, and official marketing materials. This data supports customer acquisition and marketing for real estate investment financial services. Data updates follow project milestones. Dedicated updated content is released during land acquisition, pre-sale registration, grand opening, and pre-delivery phases. Document structure includes three categories: long-text project proposals, structured bills of quantities, and linked multimedia attachments. Core fields include project number, floor area (unit: ㎡), start/end dates, and marketing node tags. Some documents include additional attributes such as apartment type and regional location.
What Constraints These Characteristics Impose on Workflow Orchestration
The multi-type data features of residential construction marketing content create targeted constraints for financial sector workflow orchestration. Long-text proposals and structured bills of quantities require workflows to support segmented parsing and field extraction, to avoid broken content logic. Multiple attachment types require workflows to integrate multimodal content processing nodes, to adapt to non-text materials such as VR links and floor plans. The periodic updates tied to project milestones require workflows to include scheduled synchronization steps. This ensures marketing content aligns with project progress, supporting real-time customer acquisition needs of financial institutions. The presence of segmented fields and tags requires workflows to support branch triggering based on tags. This enables customized marketing content generation for different apartment types and regions, matching the risk preferences of financial clients.
How to Set Configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Knowledge Base Tag Filter Toggle | Enable and bind to the project-specific tag group | Residential construction marketing content is categorized by project and apartment type. Matching tags to user queries is required to retrieve precise content |
maxContext | 1200–1800 characters | Residential construction marketing documents often contain long-text planning content. Sufficient context must be retained to link project parameters and historical conversation information |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | A single project proposal may exceed 10,000 characters. Extended parsing timeout is required to prevent premature termination |
Recall count | Top 3–5 results | Residential construction marketing content requires precise matching of segmented fields such as apartment type and region. Too many retrieved results will interfere with final content generation |
Similarity threshold | 0.75–0.85 | Low-match irrelevant project documents must be filtered out to avoid confusion between marketing information of different real estate projects |
Chunk size | 800–1000 characters | Residential construction documents often contain structured tables and long paragraphs. Too short segment lengths will damage the logical coherence of content |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, 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
- Phenomenon: Knowledge base retrieval returns marketing content for non-target real estate projects, with no error prompts. Cause: The
Knowledge Base Tag Filter Toggleis not enabled, and dedicated project or apartment tags are not bound to uploaded marketing documents. - Phenomenon: Workflow stalls after reaching a branch node, without triggering the preset content generation step. Cause: The branch triggering rule is not bound to the tag field of retrieval results, or the tag matching condition is set incorrectly.
- Phenomenon: Generated marketing solutions associate historical conversation information beyond the set duration. Cause: The
maxContextparameter value covers an excessively long historical context, or no historical record filtering rule based on time is configured.
How to Confirm Proper Configuration
- Upload a floor plan manual with a dedicated project tag, enter a query containing the project name and apartment type in the retrieval module, and verify that the returned results only include documents with the corresponding tags.
- Trigger workflow execution, check the node execution logs, and confirm that the branch node jumps to the corresponding content generation step according to the preset tag matching rules.
- Upload a project proposal exceeding 10,000 characters, check the parsing progress, and confirm that no timeout termination occurs.
- Initiate two test conversations with an interval of more than one day, and verify that the generated marketing solutions only associate the context of the current conversation and do not retrieve old historical content.
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.