What the data for this category looks like
Telecommunications service research reports mainly originate from leading securities firm telecommunications industry research reports, public reports from domestic telecommunications industry associations, and public operational data announcements from the three major domestic telecommunications operators. Regular in-depth reports are released monthly. Industry dynamic weekly reports are updated alongside market changes. Operator data is synchronized quarterly.
Document structures consistently include track overview, core operating indicators, policy impact analysis, competitive landscape, and future outlook sections. Core fields include segmented track name, capital expenditure scale, user penetration rate, and revenue proportion. Units include 100 million yuan, 10,000 households, and similar units.
Constraints Imposed on Workflow Orchestration by These Characteristics
The multi-source, dispersed nature of telecommunications service research reports requires workflows to include parallel multi-data source recall nodes. This avoids missing information from single data sources.
Differentiated monthly and weekly update cadences require setting trigger rules for timestamp-based incremental pulling. This prevents repeated pulling of old data.
Fixed document structures and dedicated fields require adding structured extraction nodes in workflows. These nodes accurately locate core operating indicator fields.
Industry-specific terminology requires configuring a terminology whitelist in preprocessing. This improves the accuracy of subsequent question answering.
Configuration Recommendations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall_top_k | Top 10-15 entries | Telecommunications research report content is professional and fields are concentrated. Too many recall results will introduce irrelevant information, while too few will fail to cover core indicators |
chunk_size | 800-1200 characters | Professional paragraphs in telecommunications research reports are relatively long. Too short segmentation will split indicator associations, while too long will not fit the context window |
incremental_sync_interval | Every 6 hours | Industry dynamic weekly reports are updated weekly, and in-depth reports are released monthly. Pulling every 6 hours balances real-time performance and resource consumption |
structured_extract_fields | Segmented track name, capital expenditure scale, user penetration rate, revenue proportion | Core analysis dimensions of telecommunications research reports are fixed. Specifying extraction fields in advance improves question answering accuracy |
model_for_tool_choice | Large model supporting function calling | Tool selection in the workflow needs to accurately match the telecommunications industry scenario. Function calling models can stably trigger subsequent nodes |
form_display_trigger | Conversation launch node trigger | Form input needs to be displayed in the initial stage of the conversation. Binding to the conversation launch node ensures normal loading of interactions |
The parameter values provided on this page are conventional recommendations for establishing configuration starting points. Actual values are affected by material form, data volume, and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: The form input component configured in the workflow does not display interactive content in the conversation interface. Cause: The
form_display_triggerparameter is not configured, or the trigger condition is not bound to the correct conversation launch node. - Phenomenon: Custom variables in the workflow can only use fixed hard-coded initial values, and cannot be dynamically updated based on conversation context. Cause: No variable binding node is configured, and fields extracted from conversation context are not associated with target variables.
- Phenomenon: The advanced orchestration tool call node fails to trigger the specified subsequent tool, with an empty execution result or error reported. Cause: A large model supporting function calling is not selected as the calling model for the tool selection node, or tool parameter configuration does not match the field format of telecommunications research reports.
How to Confirm Successful Configuration
- Trigger a test conversation, enter a specific question related to telecommunications services, and verify that the form input component normally displays the interactive interface.
- View the workflow's log node to confirm that variable values are updated in real time with conversation context, with no fixed hard-coded values present.
- Run the tool call node, and verify that the triggered tool matches the telecommunications research report retrieval scenario, with no abnormal errors.
- Check the number of recall results and segment length, and confirm that they meet the preset configuration parameter requirements.
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.