Tool Calling and Plugins for Aquaculture Research Report

What the data for this category looks like

Aquaculture research report data sources include agricultural and rural affairs department aquaculture technology promotion systems, public industry association reports, professional aquaculture journals, and public monitoring data from local aquaculture operators. Update frequencies follow three schedules: quarterly industry updates, monthly aquaculture environment and production statistics, and real-time updates for sudden disease outbreaks and feed price fluctuations. Document structures combine multiple formats: long-form technical analysis, structured statistical tables, and professional term annotations. Common fields include aquaculture species, seedling survival rate, per-unit water body yield, feed conversion ratio. Corresponding units include kilograms per cubic meter, fish per square meter, and ratios.

What constraints these characteristics impose on tool calling and plugins

Structured tables make up a large share of aquaculture research reports. Tool calling nodes must support table parsing and field extraction to avoid missing information from plain-text-only processing. Data source update frequencies vary widely. Systems must support toggleable configuration for scheduled local cache refresh and real-time pulling of latest monitoring data. Field units are inconsistent. Tool calling must automatically identify and normalize units for production, density, and other metrics across different aquaculture species to ensure accurate calculation logic. Professional terminology appears frequently. Tool calling must link to an industry term mapping library to prevent parsing errors.

How to set configurations

Configuration Item	Recommended Value	Rationale
`PARSE_TABLE_ENABLED`	`true`	Aquaculture research reports contain large volumes of structured production and feed consumption tables. Enabling this allows accurate extraction of fields and units
`TOOL_QPS_LIMIT`	`10–15`	Most aquaculture industry data sources use public interfaces from agricultural authorities. These interfaces typically have low per-interface QPS limits. This value avoids triggering rate limiting
`rerank_top_n`	`8–12 top results`	Valid information in aquaculture research reports is distributed widely. Too many retrieved results increases tool calling load. Too few results misses critical aquaculture data
`maxContext`	`8000–12000 characters`	Aquaculture research reports often include long-form technical analysis and multiple sets of tabular data. Sufficient context supports tool calling logic
`tool_call_max_retries`	`2 retries`	Some aquaculture data sources experience temporary interface fluctuations. Retrying reduces call failure rates
`timeout`	`180 seconds`	Third-party aquaculture data interfaces have varying response speeds. This duration covers most normal call scenarios

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.

Three common configuration mistakes

Symptom: Tool calls return the 429 Too Many Requests status code, or the platform prompts that call frequency has exceeded the limit. Cause: The TOOL_QPS_LIMIT parameter is not configured, or its value exceeds the QPS limit of the corresponding aquaculture data source's public interface.
Symptom: The Qwen2.5 model deployed via Ollama fails to trigger tool calls. Workflow test queries have no response. Cause: The tool calling switch is not enabled in the model configuration, or the tool node is not bound to the model's function calling capability.
Symptom: Calls fail after connecting a custom channel to the Jina rerank service. The service returns 401 Unauthorized or 404 Not Found. Cause: The Jina rerank API key and interface address are not filled in correctly, or the corresponding service permission is not enabled in the channel configuration.

How to confirm configuration is complete

Upload a public aquaculture industry research report PDF file. Check if the parsed result correctly extracts fields such as aquaculture species, yield, and corresponding units from tables.
Trigger a tool call. Check if the platform log shows the TOOL_QPS_LIMIT parameter is active, with no 429 error code records.
Configure workflow branches to call different aquaculture knowledge bases. Verify all branches execute unified result processing logic.
Test the custom channel configuration for the Jina rerank service. Confirm the number of rearranged results matches the rerank_top_n setting.

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.