What the Data for This Category Looks Like
Data for paper industry research reports comes from public broker research reports, light manufacturing industry monitoring databases, and publicly available industry association materials. Update cadence falls into three categories: daily updated detailed paper type dynamic bulletins, weekly released paper type supply and demand tracking reports, and monthly released quarterly industry review research reports. Document structures include core quantitative data tables, supply and demand analysis content, policy interpretations and corporate dynamic summaries. Some research reports also include upstream and downstream industrial chain associated data, such as quantitative indicators like wood pulp import volume and waste paper recycling volume. Included fields are 发布日期, 纸种分类, 均价（元/吨）, 产能（万吨）. Individual document lengths vary widely. It is recommended to determine the page range for in-depth research reports and bulletin documents based on internal sample statistics or actual testing.
Constraints Imposed on Workflow Orchestration
Match different trigger logic to research reports with different update cycles. Use scheduled triggers for tracking reports released on a fixed cycle. Use manual triggers for non-periodic industry reports uploaded temporarily. Paper industry research reports contain multi-page long text and structured tables. Configure sufficient context retention parameters for the workflow to avoid truncation of core data. Use a high similarity threshold to filter irrelevant results, as terminology for detailed paper types is highly specific. Limit the number of retrieved entries to avoid context overload. Address format differences across multiple data sources by adding standardized field mapping nodes to the workflow. This ensures unified calling of research report data from different sources. Supply and demand data in the paper industry correlates strongly with macro policies and raw material prices. Support calling multiple data sources in the workflow to avoid limitations of a single data source.
Configuration Recommendations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Paper industry research reports have longer individual document lengths and longer parsing times than general documents. 600 seconds covers parsing requirements for most long documents. |
maxContext | 8000–12000 characters | Research reports contain multiple sections of structured data and long text arguments. This range retains core arguments and data information to avoid loss of key content. |
Recall count | Top 8 entries | There are many detailed paper types in the paper industry. Too many retrieved entries will cause context overload, while too few will fail to cover research report content across relevant detailed dimensions. |
Similarity threshold | 0.75–0.85 | The paper industry has a large number of exclusive terms and detailed categories. This threshold effectively filters irrelevant results while retaining highly matched professional research reports. |
Trigger Mode | Scheduled trigger + manual trigger | Suitable for scenarios of fixed-cycle updated research reports and temporarily uploaded non-periodic reports, covering full research report access requirements. |
Structured Data Extraction Toggle | Enabled | Research reports contain standardized price and production capacity tables. Enabling extraction allows structured data to be directly used for precise question answering, improving answer accuracy. |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis. It is recommended to conduct actual testing on internal samples before finalizing settings.
Three Common Misconfigurations
- Symptom: Tool call node returns a 400 error, with logs showing abnormal parameter format. Cause: Unified mapping rules are not configured for structured fields of paper industry research reports, resulting in unstandardized paper type names in parameters passed to the tool, triggering interface verification failure.
- Symptom: AI chat node returns empty content, with a blank front-end display. Cause: No fallback logic for empty results is configured. When retrieved research report data has insufficient matching degree with user questions, no preset guiding reply is triggered, resulting in a direct empty return.
- Symptom: Tool selection node calls multiple unrelated paper industry data tools simultaneously, resulting in concurrent result conflicts. Cause: No mutual exclusion rules for tool calls are set, and no limit is placed on calling only one detailed paper type retrieval tool per request, leading to chaotic return results from multiple tools.
How to Confirm Proper Configuration
- Upload an in-depth paper industry research report, check if the parsed structured fields are complete, and confirm that the parsing task does not trigger a timeout.
- Initiate a detailed paper type price query, check if the number of retrieved results matches the preset
Recall countconfiguration, and confirm that highly matched research reports are retrieved first. - Trigger the scheduled workflow, check if it starts automatically according to the preset cycle, and confirm that the
Trigger Modeconfiguration takes effect. - Simulate a query with no matching content, check if the preset fallback reply is triggered, and confirm that the error handling configuration of the AI chat node is working 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.