Files
morpheus-docs/.gitea
justin d1fba83a87 rag: resilient embedder — rotate/split on endpoint errors; 4-GPU embed pool
Port of zerto-docs PR #45. OllamaEmbeddings previously made a single
attempt per batch — any transient connection drop or HTTP error from
one endpoint failed the entire index rebuild.

- _embed() now rotates to the next endpoint and retries with backoff
  (5 attempts) on transport errors, and additionally halves the input
  (floor 16) on HTTP status errors: the .0.125 Windows Ollama (4090)
  400s when its model runner dies on an oversized input array. Error
  response bodies are logged instead of swallowed.
- CI workflows: OLLAMA_URLS extended from the two ripper instances to
  the full 4-endpoint GPU pool (+ .0.125 4090, + .0.126). At the
  64-chunk batches this indexer already uses, .0.125 is the fastest
  embedder in the fleet (242 embeds/s measured on seed-mcp).

Verified against the live pool: 64-text happy path, dead-endpoint
rotation, and a forced 512-text 400 on .0.125 that split and completed.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-10 15:46:46 -04:00
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