What the data for this category looks like
Agrochemical product research report data mainly comes from domestic pesticide industry associations, securities firm chemical industry research teams, regular reports of listed agrochemical enterprises, and agricultural input circulation monitoring platforms. Update frequency fluctuates with industry cycles. Monthly update frequency increases during spring plowing and periods of high pest and disease incidence. Quarterly updates are used during regular periods. Documents typically include modules such as core category production capacity, active ingredient content, market prices, and policy impact analysis. Fields include publishing institution, publishing date, category name, active ingredient proportion (unit: %), production capacity (unit: 10,000 tons/year), wholesale price (unit: yuan/ton), and more.
Constraints for the citation source and traceability link
The multi-source and dispersed nature of agrochemical product research report data requires the traceability link to match the identification rules of different institutions. Examples include internal numbers of securities firm research reports and release document numbers of industry associations, to avoid traceability confusion. Update frequency fluctuates with industry cycles. The release time of data sources must be tied to the analysis cycle of the research report, to ensure the timeliness of cited content matches the current analysis scenario. Field differences exist across subcategories. For example, herbicides focus on application area data, while insecticides focus on active ingredient concentration. Traceability requires binding field mapping rules corresponding to specific categories, to avoid mismatched units or dimensions. Some long, in-depth research reports contain extensive content. Traceability must accurately locate the source of corresponding paragraphs, to ensure the response content matches the cited passages.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall count | Top 8-12 entries | Agrochemical research reports cover many subcategories, and the number of relevant reports per category is moderate. 8-12 entries can cover core analysis dimensions while avoiding redundancy |
similarity threshold | 0.72-0.80 | Terminology in the agrochemical industry is highly specialized. A threshold that is too low will introduce irrelevant research reports, while a threshold that is too high may miss accurately matched subcategory data |
rerank return count | Top 3-5 entries | Core arguments of agrochemical research reports are concentrated in the top 3 rerank results. Excessive entries will increase context load |
citation matching fields | ["publishing institution", "publishing date", "category name", "price unit"] | Core traceability dimensions for agrochemical research reports are institution, time, category, and data unit, to ensure cited data sources can be accurately matched |
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | Some long, in-depth agrochemical research reports contain extensive content. The parsing timeout threshold must be higher than that for general documents to avoid parsing failures |
maxContext | 8000-12000 characters | Agrochemical research reports contain multiple sets of data. Sufficient context is needed to carry content from multi-source citations, to avoid truncation of critical data |
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 specific analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: After the workflow runs, only the citation list is returned, with no main response content. Cause: The
maxContextthreshold is set too low, causing research report data to be truncated. This prevents generation of response content, leaving only traceable citation metadata. - Symptom: Knowledge base citation variables cannot be selected in code nodes, and attempts to output the first search result fail. Cause: The citation field export configuration for the knowledge base is not enabled, or the data source bound to the variable does not map to the corresponding citation fields.
- Symptom: The data unit of cited research reports in responses does not match the actual content, with unit mismatches occurring. Cause: No unit verification rule is configured for the
citation matching fields, causing confusion between % and g/L units marked by different institutions, leading to traceability errors.
How to Confirm Proper Configuration
- Upload an agrochemical product research report document, trigger knowledge base parsing, and check if the parsing log shows successful document parsing with no timeout or format error alerts.
- Submit a query for a specific agrochemical category, and check if the response includes traceable citation sources, and if the cited publishing date matches the actual release time of the research report.
- Adjust the value of the
similarity threshold, observe changes in the number of recall results, and confirm that the recall results meet expectations after threshold adjustment. - Check the variable mapping configuration of the workflow, confirm that the knowledge base citation variables are correctly bound to the output node, with no null value or variable not found errors.
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.