Saw on Instagram Reels that NVIDIA provides model APIs at https://build.nvidia.com/models
As of today, the Free Endpoint filter captures 78 free endpoints
The exact free‑offer scope, call limits, and model‑specific usage conditions still need verification
I will review how to incorporate this into the Godot documentation/data‑processing flow
Because the current documentation volume is large, I plan to build an automatic translation system
First, we need to consider a workflow that can organize official docs, retrospectives, and design documents in multiple languages
The related automatic translation flow is already being tested in a private repo to some extent
A translation pipeline using NVIDIA’s free model API is partially successful when driven by GitHub workflow secrets
Once fully stabilized, it will be adopted, though translation/synchronization tends to take a fair amount of time
Progressed the official document JSONL conversion count with the Markdown → JSONL Converter from 737 to 850
Validated 10 out of 50 test items with the Qwen Validation Debugger created on June 30
In item 1, I observed a case where a different code‑explanation candidate in docs_chunks was judged as yes as if it were a direct evidence
Items 3, 4, 7 showed that migration evidence based on Godot 3 was incorrectly attached as yes to Godot 4‑style code as well
Item 8 revealed that a docs_chunks candidate on a similar topic was marked yes even though it differed from the actual code behavior
Rather than blocking specific strings, I recorded the direction to refine the validation prompt so it can more accurately assess the relationship between current code and JSONL candidates