What the data for this category looks like
Telecommunications equipment research report data primarily comes from Ministry of Industry and Information Technology telecommunications industry monitoring data, public technical white papers from equipment manufacturers, carrier centralized procurement announcements, and public reports from third-party industry research institutions. Update cadences cover monthly, quarterly, and annual, corresponding to different dimensional information update frequencies. Document structure includes three parts: core technical parameter modules, market share analysis, and supply chain cost breakdown. Most fields have clear units: for example, base station power is measured in watts, optical module transmission distance in kilometers, and equipment purchase unit price in yuan per unit. The text length of individual research reports varies widely, including both structured tables and unstructured analysis content.
What constraints these characteristics impose on tool calling and plugin workflows
These characteristics impose clear constraints on the tool calling and plugin workflow. Since data sources are scattered and have different authority levels, multi-source pulling priority rules must be configured to avoid duplicate retrieval or low-authority data being returned first. Since fields have specific units, tools must include built-in unit verification logic to prevent parameter confusion. Since research reports include long text and structured tables, plugins must support chunked parsing and chart rendering adaptation to ensure that technical parameter paragraphs are not incorrectly split and structured data can be correctly mapped to visual content. Since update frequencies differ, incremental pulling trigger conditions must be set to avoid repeatedly obtaining outdated data.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
multi_source_priority | Vendor White Papers > Industry Centralized Procurement Announcements > Third-Party Research | Matches the authority hierarchy of telecommunications equipment research report data sources, prioritizing access to first-hand technical parameters |
chart_render_plugin | AntV Chart MCP | Adapts to chart rendering requirements for structured parameters such as base stations and optical modules in telecommunications equipment research reports |
unit_verify_threshold | 0.85 | Verifies the matching degree between tool-returned parameters and research report field units, triggers secondary retrieval if the threshold is not met |
retrieve_chunk_length | 800–1200 characters | Adapts to long text chunking for telecommunications equipment research reports, avoiding incorrect splitting of technical parameter paragraphs |
plugin_timeout | 600 seconds | Adapts to the time requirements of multi-source data pulling and chart rendering, preventing timeout interruptions |
field_mapping_rule | Map according to parameter names marked at the top of research reports | Matches the standardized field naming conventions of telecommunications equipment research reports, unifying technical parameter mapping |
The parameter values provided on this page are common recommendations used as starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require case-by-case analysis, and testing should be conducted on individual samples before finalizing.
Three Common Configuration Mistakes
- The MCP plugin configuration test passes normally, but returns only XML/JSON code blocks without rendered charts. The cause is that the automatic rendering trigger rule for
chart_render_pluginis not configured, and only the original data format is returned. - API call return results differ significantly from online chat results, with higher accuracy in online chat. The cause is that the API call does not pass complete session history context, and the session context extension parameter is not enabled, resulting in limited retrieval scope.
- Unit confusion appears in retrieval results, such as identifying "kilowatts" as "watts". The cause is that the verification rule for the
unit_verify_thresholdparameter is not configured, and legality verification of the unit fields returned by the tool is not performed.
How to Verify Successful Configuration
- Run a retrieval test for a single telecommunications equipment research report, check whether the returned results include correctly rendered parameter charts, and confirm that
chart_render_pluginis correctly bound. - Compare the retrieval results of API calls and online chat, pass complete session history parameters, and ensure that the configuration is consistent with the context rules of online chat.
- Retrieve queries for technical parameters with clear units, check whether the returned results automatically verify unit consistency, and confirm that
unit_verify_thresholdis active. - Review the logs of multi-source data pulling, and confirm that the priority rules configured for
multi_source_priorityare executed as set.
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.