What the data for this category looks like
Residential development marketing content data in the finance industry originates primarily from property record systems, in-house sales office management systems, marketing material libraries, and compliance announcement platforms. It also links to financial parameters for mortgage partnerships. Data updates follow no fixed schedule. Compliance data such as pre-sale permits and unit type parameters update only when a project launches, adds new units, or policies change. Marketing materials like posters and copy update irregularly around milestones such as holiday events or model home openings. Each marketing content document includes fields such as material ID, associated property ID, release time, review status, core parameters (like unit floor area, location amenities), and delivery channel. All fields carry clear units: floor area uses square meters, and delivery channels are marked online or offline.
What constraints do these characteristics impose on tool calling and plugins
Data sources are scattered, including internal systems, external compliance platforms, and financial partnership parameters. Tool calling must support authentication and data pulling across multiple data sources. Compliance data updates follow no fixed schedule. Tool calling must be configured with real-time pulling logic to avoid cached outdated information. Fields carry clear units. Tool calling must add unit validation rules to prevent mixed units from different data sources. Marketing materials come in diverse types, with different parsing rules for each type. Tool calling must be configured with classification preprocessing logic.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
plugin_auth_timeout | 30 seconds | When connecting to internal network interfaces such as sales office systems and record platforms, single authentication usually takes a short amount of time; 30 seconds covers most normal response scenarios |
tool_call_max_tokens | 8000 | Residential development marketing content involves long texts such as unit type parameters and compliance documents; 8000 tokens can fully carry a single core marketing data set and associated information |
parse_markdown_chunk_size | 1000–1200 characters | Marketing copy and unit type analysis texts are relatively long; this chunk size balances context coherence and recall accuracy |
vector_store_recall_top_k | Top 6 entries | Residential marketing content has many associated reference materials such as location details and competitor comparisons; recalling 6 entries covers core decision-making dimensions |
function_call_timeout | 60 seconds | When calling cross-system interfaces such as pre-sale permit queries, 60 seconds adapts to the normal response cycle of internal cross-departmental interfaces |
The parameter values provided on this page are conventional recommendations that serve as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three common mistakes
- A tool call returns
400 Bad Requestwith the promptfunction call not supported. In version 4.9.0, attention must be paid to proxy tool compatibility. Cause: Using one-api as a proxy to forward tool call requests, and some large models deployed with ollama do not support the standard function call protocol. - The fields returned by the tool call lack
pre-sale permit validity period. Cause: The pulling rule for this field was not added in the plugin configuration, only basic property information was synchronized. - The unit for unit type area returned by the tool call mixes square meters and square feet. Cause: Unit validation rules were not enabled in the plugin configuration, and data from multiple sources was connected without unifying formats.
How to confirm the configuration is correct
- Initiate a tool call request that includes a known property record number, check that the returned results include the preset core fields, and that the field units match expectations.
- View the tool call logs to confirm that authentication and requests were completed within the configured timeout period, with no timeout error records.
- Test different types of marketing materials (copy, unit type posters) to confirm that the tool call can correctly identify and return corresponding associated data.
- Simulate cross-system interface delay scenarios to confirm that the tool call can complete the request normally within the configured timeout period.
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.