What This Category’s Data Looks Like
Data sources for software development-related research reports primarily include professional technology sector securities research reports, technical whitepapers published by open-source technology communities, and technology evolution documents from industry standard organizations. Update frequency varies significantly by data source type: securities research reports are mostly updated monthly or quarterly, while open-source technical documents are updated in real time alongside corresponding project version iterations. Document structures typically include fields such as publishing entity, release time, core technical direction, implementation scenario analysis, parameter descriptions, and reference links. Some documents include directly callable API parameter examples and version number identifiers. Common fields include tech stack version, covered scenario scope, and update cycle, marked using version numbers, timestamps, specific parameter values, and similar formats.
Constraints Imposed on Tool Calling and Plugins
The multi-source, heterogeneous data characteristics of software development research reports require the tool calling workflow to adapt to different report formats: PDF-format securities reports, Markdown-format technical whitepapers, and webpage-formatted industry standard documents. Corresponding format parsing plugins must be configured. Differences in update frequency across data sources require plugins to support flexible pull cycle configuration. Daily incremental pulls are set for monthly or quarterly updated securities reports, and on-demand pull triggers are configured for real-time updated open-source documents. Research reports contain structured fields such as tech stack version numbers and API parameter examples. The tool calling workflow must extract and retain these fields as key information for retrieval and return. It must also support full parsing of code blocks and context association to avoid losing technical details.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
plugin_data_source_type | ["pdf", "markdown", "webpage"] | Matches the multi-format characteristics of software development research reports, covering securities reports, technical whitepapers, and industry standard documents |
plugin_fetch_interval | 86400 seconds or on-demand trigger | Adapts to the update frequency of different data sources: daily pulls are set for monthly/quarterly updated reports, and on-demand triggers are used for real-time updated documents |
retrieve_filter_version | true | Software development research reports contain tech stack version numbers; enabling this allows filtering retrieval results by version number to avoid returning outdated content |
parse_code_block_enable | true | Software development research reports contain code snippets and API parameter examples; enabling this fully preserves code block formatting to ensure technical details are not lost |
api_call_timeout | 300 seconds | Reserves sufficient processing time when parsing multi-page PDF reports or batch pulling webpage documents, avoiding timeout interruptions |
plugin_max_retrieve_count | Top 3–5 entries | Software development research reports are professional and lengthy; limiting the number of retrieved entries avoids context overload while covering core technical viewpoints |
The parameter values provided on this page are common recommended starting points for configuration setup. Actual values are influenced by material format, data volume, and business rules. Each scenario requires individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: After configuring
openai_api_key, the tool calling workflow returns a401 Unauthorizederror, or logs show the API key is invalid. Cause: The key was not configured in the plugin-specific key management module, and was placed in the global conversation configuration instead. This causes the plugin to fail to read the correct key during invocation. - Symptom: When using API calls for research report retrieval, the conversation log displays the report title, but the returned conversation content is empty. Cause: The
retrieve_filter_versionconfiguration was not enabled, so no matching content is returned due to the version number filtering condition. - Symptom: When calling the plugin to parse multi-page PDF securities reports, the tool calling workflow times out and returns a
504 Gateway Timeouterror. Cause: Theapi_call_timeoutconfiguration was not adjusted based on the report data source format, and the set timeout period was too short to complete parsing and pulling of the multi-page document.
How to Confirm Proper Configuration
- The plugin management page is accessed, and the configured data source types are checked to confirm they cover the common formats of research reports and match the actual data sources.
- A test call is initiated, and the returned results are checked for code block content to confirm the code block parsing configuration is active.
- A research report pull task is manually triggered, and the pull logs are checked for version number-related fields to confirm the version filtering configuration correctly extracts information.
- Research report parsing scenarios of different scales are tested, and timeout configuration parameters are adjusted to confirm the calling process does not experience unprovoked interruptions.
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.