What the data for this category looks like
Marketing content data for the decoration and renovation industry comes from three core libraries: real project case libraries of decoration companies, product parameter libraries of building material suppliers, and renovation specification documents from local housing and construction authorities. Update frequencies vary by content type: real project cases are updated monthly alongside new completed projects, building material parameters are adjusted quarterly tied to new product launches or promotional activities, and renovation specification documents are updated annually to align with local policy changes.
Document structures primarily use structured tables and mixed text and image layouts, and include fields such as unit area, construction period, material model, and budget breakdown. Some documents also include classification attributes like regional adaptability and style tags, with all fields marked with clear unit identifiers.
What constraints these characteristics impose on workflow orchestration
Multiple scattered data sources require workflows to connect multiple knowledge base nodes, sequentially calling the case library, material library, and specification library to complete content integration. Complex mixed text and image documents require workflow nodes adapted for long-text parsing and structured field extraction, to avoid disrupting content context connections.
Fields with clear units require workflow parameter matching steps to add unit verification logic, preventing matching errors caused by cross-regional unit differences. Differences in update frequencies across content types require workflow configurations to include nodes that regularly refresh data source caches, ensuring marketing content uses the latest case and material data.
Additionally, marketing content must match users' personalized renovation needs. Workflows need to support extracting variables such as unit area, style, and budget from user input to enable precise content generation.
How to set the configurations
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
Knowledge Base Recall Count | Top 8-12 entries | Individual entries for decoration cases and building material data are lengthy. Too many recalls will exceed the model token limit, while too few will fail to cover matching solutions |
maxContext | 3000-4000 characters | Documents such as renovation budget lists and construction logs can reach thousands of characters per piece. Sufficient context must be retained to generate coherent marketing content |
Search Filter - Similarity Threshold | 0.75-0.85 | High precision is required for matching renovation styles and unit areas. A threshold that is too low will introduce irrelevant regional or style cases |
Workflow Node Timeout Period | 120 seconds | When connecting multiple data sources, queries to the building material library and case matching require longer processing times. A timeout will cause workflow interruptions |
Global Variable Auto-extraction Trigger | Triggered by initial session message | Matching data must be automatically loaded after the user sends their first message. Manual assignment will reduce generation efficiency |
Maximum Segment Parsing Length | 1500 characters | Paragraphs in renovation documents are lengthy. Too short a segment length will break context connections |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require targeted analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Issue: Workflow execution returns a token limit exceeded error with status code 413. Cause: The values of
Knowledge Base Recall CountandmaxContextare not restricted, causing the spliced marketing content to exceed the model token limit. - Issue: Unable to export a valid workflow JSON configuration file. Cause: The
Export Configurationbutton on the workflow editing page was not clicked. Directly copying page code will not obtain complete node parameters and global variable configurations. - Issue: Global variable fields are empty when calling the workflow via API. Cause: Corresponding values are not passed using the configured variable names in the
variablesparameter of the API request body. For example, failing to pass thehouse_areafield causes matching failures.
How to Confirm Proper Configuration
- Check the parameter configuration of each node in the workflow, confirm that values such as
Knowledge Base Recall CountandmaxContextcomply with preset rules. - Trigger a test session, input simulated user renovation needs, and review workflow execution logs to confirm that the return results of each node meet expectations.
- Export the workflow JSON configuration file, and verify that the names of global variables match the parameter names used during API calls.
- Simulate an API call, pass preset global variable values, and verify that the returned marketing content matches the input renovation needs.
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.