Citation Source and Traceability for Agrochemical Product

What this category’s data looks like

Data related to agrochemical products comes primarily from industry association monitoring reports, public enterprise annual reports, official agricultural product registration information databases, patent databases, and field trial documents. Update frequencies vary:

Raw pesticide prices and market supply and demand data are updated weekly
Product registration certificate information is updated quarterly
Industry research reports and patent data are updated monthly or in real time

Three document structure types exist:

Structured production capacity and price tables, with fields including product name, CAS number, and active ingredient content, using units of yuan/ton or g/L
Semi-structured industry analysis documents
Unstructured field trial reports

Some documents contain mixed data for multiple products. Unique identifiers are required to distinguish information for individual products.

Constraints on Citation Source and Traceability

The varied update rhythms of agrochemical data require traceability information to clearly mark data collection times. This avoids confusion between monitoring data from different cycles.

Structured tables contain many standardized fields. Unique identifiers such as CAS numbers and product names are needed to accurately match data sources. Relying only on file names or overall document information cannot deliver accurate traceability.

Documents with mixed multiple products require traceability to target specific fields, not entire sections. This ensures citation accuracy.

Agrochemical data is highly specialized. Ordinary users struggle to judge data timeliness. The traceability link must display both data update time and collection institution to help verify credibility.

How to Configure Settings

Configuration Item	Recommended Value	Rationale
`Recall Count`	`Top 8–12 entries`	Agrochemical product research reports are mostly long texts. Sufficient entries must be recalled to cover core data such as raw pesticide prices and production capacity, to avoid missing key information
`Similarity Threshold`	`0.72–0.80`	Agrochemical products have similar names with the same active ingredient but different formulations. A threshold that is too low will introduce irrelevant data, while a threshold that is too high will fail to recall related content of the same category
`Retained Citation Fields`	`Product Name, CAS Number, Update Time`	Agrochemical data requires accurate matching through unique identifiers. Retaining these fields avoids confusion of data sources for different products during traceability
`PARSE_FILE_TIMEOUT_SECONDS`	`600 seconds`	Large field trial reports and industry research reports are lengthy. The parsing timeout must be extended to fully extract all field content
`Incremental Update Trigger Cycle`	`Weekly`	High-frequency updated data such as raw pesticide prices needs to be synchronized weekly to ensure the timeliness of traceability data

The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.

Three Common Configuration Mistakes

Knowledge base citation errors when viewing chat responses. Phenomenon: Clicking the citation link pops up a 404 Not Found error, or the traceability field is empty. Cause: The Retained Citation Fields parameter is not configured, and the unique document identifier is not retained, resulting in failure to match the original data source during traceability.
Variable references do not take effect in knowledge base search cards. Phenomenon: Placeholders appear in responses, and actual agrochemical product data is not used. Cause: CAS number is not bound as a variable matching field when uploading the knowledge base, resulting in failure to accurately associate the data source of the corresponding product.
Recall results do not meet expectations. Phenomenon: Too many citation entries are returned, or the latest raw pesticide price data is not included. Cause: The Incremental Update Trigger Cycle is not adjusted according to the update frequency of agrochemical data, resulting in redundant old data or missing latest monitoring information.

How to Confirm Proper Configuration

Upload a structured table containing specific raw pesticide prices, initiate a query for that raw pesticide, and check whether the returned results include traceability information such as product name and update time.
Adjust the Recall Count parameter to Top 5 entries, initiate multiple similar queries, and confirm that the number of returned citation entries matches the set value.
Upload a mixed document containing multiple products, initiate a query for one of the products, and confirm that the traceability information only associates the field content of the corresponding product.
Simulate an incremental update operation, upload updated raw pesticide price data, and confirm that the query preferentially returns the citation content of the latest data source.

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.