What the data for this category looks like
Data related to cultural and entertainment products marketing in the financial sector comes from three types of channels: supply chain SKU management systems, e-commerce platform product libraries, brand official material libraries, and financial institution co-branded event management systems. Data update rhythm fluctuates with new product launches, major promotional activities, and co-branded events. Update frequency is higher during periods of concentrated new product launches. Daily operations primarily involve small-scale adjustments to inventory, prices, and material tags.
The document structure of a single data entry includes fields such as SKU code, product name, material, specification and size, inventory quantity, co-branded IP name, marketing material tags, and associated financial product identification. The unit for specification and size is centimeters. The unit for inventory quantity is pieces. Marketing material tags are a string collection in array format.
What constraints these characteristics impose on tool calling and plugins
The multi-label array format of material tags requires plugins to support multi-condition filtering parameters, to accurately reach the entertainment preferences of financial users. The dual fields of co-branded IP and associated financial product identification require that both the IP name and financial product identification be passed as precise matching parameters during tool calling, to avoid returning irrelevant content. The uniqueness of SKU codes requires that the input parameters of tool calling be bound to SKU as the unique identifier, to prevent parameter confusion during multi-product calls. The high-frequency small-scale updates of inventory and prices require plugins to be configured for timed incremental pulling, instead of full pulling, to balance data timeliness and resource consumption. Marketing materials have diverse formats, including posters, short video copy, live broadcast scripts, etc. This requires plugins to support parsing and calling content in multiple formats.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
tool_call_required_tags | ["国风", "联名", "潮玩"] | Marketing of cultural and entertainment products in the financial sector often targets target users around these three types of tags |
rag_retrieve_top_k | Top 6-10 entries | The number of marketing materials for cultural and entertainment products is larger than that of vertical categories, and excessive recall will lead to redundant context |
plugin_sync_interval | 3600 seconds | The frequency of inventory and price changes for cultural and entertainment products is moderate. Timed synchronization balances timeliness and resource consumption |
file_parse_chunk_size | 800-1200 characters | Product details and marketing copy for cultural and entertainment products are mostly short paragraphs. This segment length preserves complete semantics |
mcp_server_enable | Enabled | Local or third-party tools are required to process SKU data and match material tags. The MCP protocol can stably implement cross-service calls |
tool_param_unique_id | Bind SKU Code | SKUs for cultural and entertainment products have uniqueness, which can prevent parameter confusion during multi-product calls |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing.
Three common mistakes
- Symptom: When a workflow is used as a tool call, uploaded files cannot generate accessible links to pass to workflow parameters. Cause: Public access configuration for file storage is not enabled, so generated links are only valid in the local environment.
- Symptom: When generating batch multi-question marketing content, the knowledge base only returns a single matching result. Cause: Multi-turn context passing configuration is not enabled, and each knowledge base call independently processes a single question.
- Symptom: Calling a tool returns "Model API call failed" with error code 500. Cause: The API key and access domain name for Baidu DeepSeek are not configured correctly, so the tool cannot call the corresponding model.
How to confirm the configuration is complete
- Initiate a tool call that includes the SKU code and associated financial product identification, and check if the returned results include marketing materials and product information for the corresponding cultural and entertainment products.
- Upload a product detail file for cultural and entertainment products to a simple application, and confirm that the workflow tool call can obtain the public access link of the file.
- Submit multiple marketing questions associated with cultural and entertainment products and financial products, and check if the knowledge base can return corresponding matching results in order.
- View the running logs of the MCP service, and confirm that the tool call can normally connect to the configured service address without connection timeout errors.
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.