What the data for this category looks like
Policy and regulatory basis data for the pharmaceutical distribution sector comes primarily from official public documents issued by the Ministry of Commerce, National Medical Products Administration, and National Health Commission, as well as industry standards released by the national pharmaceutical commerce association. Updates occur without a fixed cycle, synchronized when new policies are issued or existing policies are revised. Individual documents are mostly structured long texts that include document numbers, issuing units, effective dates, and clause numbers. They contain fields such as policy name, document number, issuing entity, scope of application, and specific implementation clauses. The character count of individual documents varies widely, with no unified fixed length.
What constraints these characteristics impose on HTTP interfaces and external systems
Data sources originate from official channels of multiple government departments, so interface response formats vary across platforms. Some data sources return content with non-core redundant metadata such as page navigation and copyright statements. Targeted filtering is required after interface calls. Policy documents have large length differences. Pulling excessive content in a single request increases system load, so restrict the number of items returned per request. Data updates follow no fixed cycle, so support for scheduled pulling or event-triggered updates is necessary. Compatibility with authentication rules for different data sources is also required to prevent call failures caused by mismatched authentication methods.
How to Set Configurations
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
Authorization | Fill in the exclusive API key for the corresponding data source | Complete identity verification for external policy data sources, and comply with the interface call specifications of FastGPT v4.17.0 |
| Number of items returned per request | Top 3 items | Individual pharmaceutical distribution policy documents are lengthy; this avoids overloading system performance caused by returning too much data in a single request |
responseData | Only extract policy document number, effective date, and core clause fields | Filter out unnecessary page metadata, simplify input content, and improve subsequent processing efficiency |
| Request timeout period | 600 seconds | Adapt to the pulling and parsing time required for long-text policies, and avoid normal call interruptions due to timeouts |
variables | Bind policy document number and effective date parameters | Enable dynamic pulling of detailed content for targeted policies |
| Chunk length | 800–1200 characters | Ensure semantic integrity of policy clauses, and avoid breaking contextual associations during splitting |
| Maximum context length | 4000–6000 tokens | Match the conventional context requirements of pharmaceutical distribution policy Q&A, covering common Q&A scenarios |
Three Common Mistakes
- The number of policy items returned after interface calls does not match the configured recall limit, and the returned item count exceeds the preset range. Cause: Duplicate policy items from external data sources are not properly filtered, leading to actual returned item counts exceeding expectations.
- An "invalid credential" error appears when calling history records or data source interfaces. Cause: Exclusive authentication keys for different data sources are not distinguished, and a universal API key or incorrectly formatted authentication information is used by mistake.
- The total time consumption after process orchestration exceeds the threshold, and Q&A cannot be completed normally. Cause: The HTTP request module is not reused in advance, resulting in multiple calls to the same policy data source request. Combined with the time consumption of the classification module, this exceeds the preset threshold.
How to Verify Successful Configuration
- Call the test interface, and check whether the returned
responseDataonly includes core fields such as policy document number, effective date, and core clauses, with no redundant page navigation or copyright statement content. - Check the format and content of the
Authorizationparameter, and confirm that it matches the authentication requirements of the target data source, with no extra spaces or formatting errors. - Initiate a simulated request, and confirm that the number of returned policy items meets the configured top 3 items requirement, with no additional redundant items.
- Run the full process, count the time consumption of a single request, confirm that it does not exceed the preset timeout threshold, and that the process executes without interruptions.
The values provided 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 2026-09-28.