Source Data Characteristics
Aviation airport research report data is primarily sourced from official operational monthly reports and infrastructure announcements released by civil aviation regional administrations and airport groups, as well as regional aviation market analysis reports published by industry consulting institutions. Updates follow fixed monthly and quarterly cycles, with temporary supplementary reports released alongside flight schedule adjustments or major infrastructure project completions. Document structures include three core modules: core operational indicators, route network data, and policy impact analysis. Fields include issuing institution, release date, passenger throughput, cargo and mail throughput, and takeoff and landing sorties, with corresponding units of 10,000 person-times, tons, and sorties.
Constraints on Deployment and Upgrade
The multi-source nature of aviation airport research reports requires support for bulk access of multiple data sources during deployment, to avoid errors caused by manual organization. The combination of fixed-cycle and temporary updates requires the upgrade phase to support incremental update mechanisms, and allow automatic triggering of update tasks based on release time. The characteristics of long documents and specialized fields require configuring reasonable segmentation and indexing rules during deployment, to avoid parsing failures or fragmented retrieved content. The requirement for multi-unit fields requires supporting custom field mapping during upgrades, to ensure unit consistency in retrieval results, and reserve configuration space for newly added operational indicator fields.
Configuration Settings
| Configuration Key | Recommended Value | Rationale |
|---|---|---|
UPLOAD_FILE_MAX_SIZE | 1000 MB | Single aviation airport research reports may contain multi-page charts and dense data, requiring a larger file upload limit |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Long document parsing requires extended time; the default timeout duration is insufficient to complete full parsing |
maxContext | 8000-12000 characters | Aviation research report content is specialized and logically coherent, requiring sufficient context length to ensure completeness of retrieved information |
Chunk size | 1500-2000 characters | Balances the integrity of specialized paragraphs and the accuracy of chunked retrieval, avoiding disrupted term coherence |
Recall count | Top 8 entries | Aviation research reports have a large volume of associated information, requiring sufficient recall volume to cover core arguments and supporting data |
Similarity threshold | 0.75 | Specialized terms have high similarity; a threshold that is too low will introduce irrelevant content, while a threshold that is too high will miss relevant research reports |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: A
504 Gateway Timeouterror is returned when parsing large aviation airport research reports. Cause: ThePARSE_FILE_TIMEOUT_SECONDSparameter was not adjusted, and the default timeout duration is insufficient to complete parsing of long documents. - Symptom: Unable to add more than 30 aviation airport research report knowledge bases after deploying the open-source version. Cause: The default knowledge base quantity limit configuration of the open-source version was not modified, and the official default 30-item limit was retained.
- Symptom: Unable to retrieve indexed content of specified chunks when calling the API. Cause: The API return configuration for chunk indexing was not enabled, or the segmentation parameter settings were unreasonable, leading to chunking failure and inability to generate valid indexes.
How to Verify Successful Configuration
- Upload a typical aviation airport research report containing multi-page operational data, check the completion status of the parsing task, confirm no timeout errors are triggered, and verify that the number of generated chunks matches the setting of the
Chunk sizeconfiguration. - Call the retrieval interface to obtain research report-related content, verify that the number of returned recalled entries meets the configuration requirements, and check that the units of the returned content match those of the original document.
- Test calling the deployed model API in an intranet environment, confirm that retrieval results for aviation airport research reports can be obtained normally, and verify intranet deployment connectivity and permission configurations.
- Modify the knowledge base quantity configuration, attempt to add a new research report knowledge base, and confirm that the quantity limit has been adjusted.
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.