Learn — Knowledge base
Developer path
Complete endpoint documentation with request/response schemas, rate limits, and code samples in six languages.
API key management, OAuth flows, service account setup, and rotating credentials safely in production.
Every status code, what it means, and the idiomatic retry strategy for each error class.
End-to-end walkthrough: ingest documents, chunk them, embed with Asa, and query with Bench.
Server-sent events, ReadableStream, and rendering live token output in a Next.js App Router app.
Data preparation, training configuration, evaluation, and iterative improvement cycles.
How Asa handles 200k+ token contexts, positional encoding strategies, and practical memory management.
The architectural pattern behind Bench: when to retrieve, how to rank, and how to avoid hallucination.
Why interpretability matters for enterprise AI, and how Roserug builds it as a first-class feature.