Tool Calling and Plugins for Telecommunications Service

What Data for This Category Looks Like

Telecommunications service research report data sources primarily include industry associations, leading operator research institutes, and third-party telecommunications consulting institutions. Update cycles fall into three categories: weekly industry dynamic reports, monthly in-depth analysis reports, and quarterly special research reports. Document structures usually include modules such as industry overview, segmented track analysis, policy interpretation, corporate updates, and risk reminders. Fields cover publishing institution, publishing date, covered sub-tracks (such as optical communications, satellite communications, operator services), core business indicators, and more. Indicator units include various forms such as ten thousand households, Mbps, and 100 million yuan. Some in-depth reports include attachments such as industrial chain maps and selected financial statements.

Constraints Imposed on Tool Calling and Plugins by These Data Characteristics

The multi-source data feature requires tool calling to support aggregation of multiple data source plugins, to avoid information limitations from a single data source. Research reports with different update frequencies require plugins to adapt to scheduled pull cycle rules, to ensure timely recall of the latest content. The long-text structure requires plugins’ paragraph parsing capability to adapt to the volume of dozens of pages per research report. It also requires handling of segmented track classification fields, to ensure precise filtering by track during retrieval. Diverse indicator units require plugins to have built-in standard conversion logic, to avoid matching deviations in retrieval results caused by inconsistent units.

How to Set Configurations

Configuration Item	Recommended Value	Rationale
`multi_source_plugin_enable`	`true`	Adapts to the multi-source data feature of telecommunications service research reports, aggregates research report data from multiple industry institutions
`parse_chunk_size`	`800–1200 characters`	Telecommunications service research reports have relatively long individual lengths. This chunk size balances context carrying capacity and retrieval accuracy
`tool_call_timeout`	`300 seconds`	Multi-data source pulling and long-text parsing require a longer timeout period, to avoid mid-process interruptions
`recall_top_k`	`Top 6–8 entries`	Telecommunications service research reports have many segmented tracks. Recalling an appropriate number of entries can cover core track information
`unit_convert_plugin_enabled`	`true`	There are differences in indicator units within research reports. Enabling this plugin unifies unit standards for retrieval and display

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

Three Common Misconfigurations

Tool calling results do not display in the dialog box. They become visible after re-entering the session, but no tool calling results are returned. The cause is that the tool_result_auto_sync parameter is not configured, causing session cache to fail to synchronize frontend rendering in a timely manner.
Java API calls remain in a state waiting for response body return for a long time. The cause is that the tool_call_timeout parameter value is not adjusted, or no timeout retry mechanism is set, causing long-text parsing or multi-data source pulling to time out without triggering retries.
Historical records include redundant content from specified reply plugins, and this part cannot be ignored via historical memory. The cause is that history_filter_plugin is not enabled, or filtering rules are not configured to match the call identification field of the specified reply plugin.

How to Confirm Configurations Are Correctly Set

Enter the plugin management page, confirm that both multi_source_plugin_enable and unit_convert_plugin_enabled are in enabled state.
Upload a local telecommunications service research report document, check if the parsed segments match the preset length of parse_chunk_size.
Initiate a query containing telecommunications sub-track keywords, verify that returned results include multi-source research report data with unified units.
Call the test API to send a request, confirm that the response time does not exceed the preset tool_call_timeout value.

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.