What the data for this category looks like
Typical data sources for player customer service and public opinion processing include customer service systems, community forums, app store reviews, and game logs. Daily processed documents include player tickets, compensation applications, public opinion daily reports, and standardized response scripts. Data updates occur daily or in real time. Common document fields include player identifiers, feedback content, ticket numbers, processing progress, and results. Data formats vary across sources: customer service tickets use mostly structured text, community comments are unstructured user feedback, and some log data only contains operation records and keywords.
What constraints these characteristics impose on the citation source and traceability workflow
The decentralized storage of multi-source data requires the traceability system to adapt to metadata formats of different data sources. The system must associate unique identifiers such as ticket numbers and forum post IDs to avoid vague traceability information. Real-time updated public opinion and ticket data demand low latency in the retrieval link, preventing compliance review from lagging behind the processing rhythm of player feedback. Documents in different formats need matching chunking and retrieval rules: structured tickets can accurately match fields, while unstructured comments rely on semantic recall. Traceability results for core links such as account verification and compensation rule judgment directly affect player experience. The system requires accurate and complete traceability information to prevent escalation of player complaints due to missing information.
How to set the configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Single Search Limit | Top 5 entries | Adapt to the short-text retrieval needs of player tickets and community comments, avoiding returning excessive irrelevant game log data |
| Chunk Overlap Length | 50–80 characters | Prevent semantic segmentation of player tickets and public opinion content, ensuring complete context of traceability text |
| Similarity Threshold | 0.75–0.85 | Filter low-correlation game logs and forum spam comments, improving the accuracy of traceability results |
| Maximum Context | 800–1200 characters | Adapt to the text length of public opinion daily reports and standardized response scripts, ensuring retrieved content covers core information |
quoteMaxToken | 1500 token | In FastGPT v4.17.0, this configuration item is used to limit the token count of traceability text, ensuring complete display of traceability text chunks and meeting the information requirements of compliance review |
responseData | Enable source field return | In FastGPT v4.17.0, this configuration item can be enabled via the advanced settings of the knowledge base search node, used to associate unique identifiers such as customer service system ticket numbers and forum post IDs |
detail | Enable detailed traceability | In FastGPT v4.17.0, enabling this configuration item displays specific document paragraph sources, supporting security and compliance verification |
Three Common Configuration Mistakes
- Phenomenon: Returned traceability results do not include ticket numbers or forum post IDs. Cause: The source field return configuration corresponding to
responseDatais not enabled, and the metadata of the data source is not associated. This prevents locating the specific original document. - Phenomenon:
quoteMaxTokenis set too small, truncating traceability text and losing key information. Cause: The actual text length of public opinion daily reports and response scripts is not matched, leading to missing core content required for compliance review, such as compensation rules and player feedback details. - Phenomenon: The number of retrieval results exceeds the preset single search limit. Cause: The number of returned entries per search is not restricted, resulting in overload of public opinion data and increased information screening costs for customer service staff.
How to Confirm the Configuration is Correct
- Submit a test player ticket to trigger the retrieval process, then check if the returned result includes the source identifier of the corresponding document, such as a ticket number or forum post ID.
- Adjust the
quoteMaxTokenparameter to 1500 token, then verify that the traceability text is fully displayed without truncation. - Set the single search limit to top 5 entries, then confirm that the number of retrieval results does not exceed the set limit.
- Enable the
detailconfiguration item, then check that the retrieval result displays specific document paragraph source information, including document name and paragraph location.
The values provided here are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-10-19.