Workflow Orchestration for Feed Industry Research Report Retrieval

Feed industry research report data comes from three main sources: the Ministry of Agriculture and Rural Affairs monitoring system, public reports from

What the Data for This Category Looks Like

Feed industry research report data comes from three main sources: the Ministry of Agriculture and Rural Affairs monitoring system, public reports from industry associations, and outputs from securities firm agriculture, forestry and animal husbandry research teams. Data updates follow three cadences: daily spot market quick reports, weekly industry supply and demand reports, and monthly or emergency event-driven in-depth analysis reports. Each document includes core market indicators, supply and demand balance analysis, policy interpretation and future outlook modules. Some short reports only contain core data summaries, while long reports extend to upstream and downstream industry chain linkage analysis. Fields include raw material purchase prices, compound feed ex-factory prices, and breeding stock scale, with corresponding units of yuan/ton, yuan/ton, and ten thousand heads.

Constraints Imposed on Workflow Orchestration by These Characteristics

Differentiated scheduled scheduling rules must be configured for data sources with different update cadences to adapt to the update cycles of daily quick reports, weekly reports, and in-depth reports. Adaptive segmented parsing parameters must be configured to match parsing thresholds for documents of varying lengths, due to the wide span of document lengths. Standardized conversion nodes must be embedded in the workflow to unify indicator definitions, to address differences in field units across multiple sources. Priority scheduling logic must be configured to ensure fast retrieval response times for urgent data, as emergency event-driven temporary reports have higher timeliness requirements.

How to Set Configurations

Configuration ItemRecommended ValueRationale
PARSE_FILE_TIMEOUT_SECONDS600 secondsSome long feed industry research reports take longer to parse; 600 seconds covers parsing needs for most in-depth reports
UPLOAD_FILE_MAX_SIZE1000 MBSome in-depth research report attachments contain multiple charts and raw data tables; 1000 MB meets conventional upload requirements
maxContext800–1200 charactersCore indicator paragraphs of feed industry research reports fall within this range, ensuring accuracy of context association
Recall countTop 10Feed industry research report data sources are relatively concentrated; excessive recall increases redundant computation
Similarity threshold0.75–0.85Need to distinguish between industry general terms and professional expressions for specific feed categories to avoid false recalls
Rerank result countTop 3Core conclusions of feed industry research reports are relatively concentrated; a small number of returns meets retrieval needs

The parameter values provided on this page are common starting points for configuration setup. Actual values are affected by material format, data volume and business rules. Specific issues require targeted analysis, and it is recommended to test on applicable samples prior to finalizing configurations.

Three Common Misconfigurations

  • Symptom: In FastGPT 4.14.0 and later versions, an error Failed to create post presigned url is returned when uploading research report attachments via workflow execution. Cause: Cross-domain access permissions for object storage are not configured, or the access policy of the storage bucket is not open to workflow execution nodes.
  • Symptom: After referencing variables in the knowledge base search module, custom fields in returned feed industry research report results are empty. Cause: The knowledge base field mapping exclusive to feed industry research reports is not bound during variable assignment, or the path format of the variable reference is incorrect.
  • Symptom: After workflow scheduling, the retrieved feed industry research report results have low matching degree with the query keywords. Cause: The similarity threshold is configured too high, filtering out valid research reports containing professional terms, or recall rules are not adjusted for feed industry terminology.

How to Verify Proper Configuration

  • Run a single workflow test, upload a standard feed industry research report document, and verify that parsed fields match the original document.
  • Trigger a scheduled scheduling task, check whether data sources with different update cycles complete synchronization and retrieval according to the preset time.
  • Call the workflow test interface, pass in feed industry-specific query keywords, and verify that the number and matching degree of returned results meet the expected configuration.
  • View workflow execution logs, confirm that no errors of the Failed to create post presigned url type occur, and no abnormal prompts appear in the variable reference link.

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.