What the data for this category looks like
Papermaking marketing content data for finance, insurance, and wealth management industries is sourced primarily from internal papermaking enterprise sales ledgers, raw material procurement systems, finished product outbound records, and public inquiry information from downstream packaging and printing industries. Internal ledgers are updated in line with order generation and finished product outbound cycles. Downstream inquiry information is updated weekly.
Document structures include structured quotation sheets, long-form product technology white papers, and scattered customer feedback forms. Structured quotation sheets contain fields such as grammage, width, moisture content, and batch number. Units use either international standard units or enterprise-defined workshop codes. Some long documents include tabular process parameter content.
What constraints these characteristics impose on tool calling and plugins
The fixed fields and specific units of structured quotation sheets require strict matching of field formats during tool calling, to avoid result deviations caused by unit conversion errors. The daily update characteristic of internal ledgers requires plugins to be configured with a daily incremental sync trigger timing, to prevent calling outdated inventory or quotation data.
Long-form technology white papers require split processing. Plugins must support recall at the paragraph granularity, while retaining contextual association of key parameters such as grammage and width. Downstream inquiry data is updated weekly. The cache period for tool calling must be set to no more than 7 days, to ensure the timeliness of marketing content.
Custom batch number fields require plugins to support custom field mapping, to avoid calling failures caused by unrecognized fields.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
WORKFLOW_MCP_TIMEOUT | 300-600 seconds | ERP interface response in the papermaking industry is usually slow. This parameter covers the time required for batch data pulling, to avoid call timeouts |
API_AUTH_WHITELIST | Enterprise public network exit IP range | Internal data of papermaking enterprises is sensitive. Restricting API call permissions via IP whitelists resolves permission denied errors |
PARSE_DOC_SPLIT_LENGTH | 800-1200 characters | Paragraphs in papermaking technology white papers are usually around 1000 characters. Splitting at this length retains complete parameter context |
RECALL_TOP_K | Top 3-5 entries | Core parameters of papermaking marketing content are concentrated in a small number of structured documents. Too many recalls will interfere with result accuracy |
SYNC_DATA_INTERVAL | Daily or Weekly | Internal ledgers are updated daily, downstream inquiries are updated weekly. Setting corresponding sync periods ensures data timeliness |
MCP_PLUGIN_ENABLED | Enabled | Marketing content generation requires calling quotation data and customer inquiry data from ERP. Plugins must be enabled to connect to external systems |
The parameter values provided on this page are all common recommended starting points for configuration. Actual values are affected 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 mistakes
- API calls return 403 permission denied errors. The cause is that
API_AUTH_WHITELISTis not configured, or the whitelist does not include the caller's public network IP. - MCP plugins connected in workflows fail to trigger. The cause is that the correct MCP plugin data source is not selected in the workflow node, or the plugin's enable switch is not turned on.
- MCP tool calls time out. The cause is that the
WORKFLOW_MCP_TIMEOUTparameter is not adjusted. The default timeout period is too short to cover the time required for pulling papermaking ERP data.
How to confirm configurations are complete
- Call the test API interface, check that the returned response code is 200, and the returned data includes core fields of papermaking products.
- Run a test node in the workflow, view the MCP plugin's call logs, and confirm there are no field mapping errors.
- Adjust the
WORKFLOW_MCP_TIMEOUTparameter, simulate batch data calls, and check for timeout errors. - View the data sync task logs, confirm that the data update cycle matches the configured
SYNC_DATA_INTERVAL.
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.