Document ingestion reliability fixes and Nova improvements#
Document ingestion can run up to three targeted searches to retrieve related memories as context, Nova explains region-unavailable models and offers alternatives, and the open-source LLM Bridge library supports OpenAI Responses and cross-provider streaming.
Improvements
- During document ingestion, Supermemory can now generate up to three targeted searches to retrieve related existing memories as context.
- When Gemini is unavailable in your region, Nova now explains why and offers other models to switch to.
- The open-source LLM Bridge library now supports OpenAI Responses, cross-provider streaming, reasoning, and structured output.
- Nova chat now shows the active space beside the model selector and in chat history.
Fixes
- Documents no longer remain permanently stuck in processing after a workflow stops; Supermemory retries them once and marks a second failure clearly.
- When scheduling a batch document upload fails, only the affected batch is marked failed instead of every queued document.
- API and MCP quota errors now name the limit reached and explain how to continue with overage.
- Truncated model output during ingestion no longer discards every generated memory when only relation data is incomplete.
- Updating a document with the same custom ID no longer creates duplicate memories from facts already extracted.
- Supermemory context loads correctly again in OpenCode 1.2.25 and later.
- Console onboarding now advances after you choose a plugin and shows its installation steps instead of No integration selected.
- Web links that return an authentication, paywall, or rate-limit response during metadata lookup no longer fail the entire import.
- Search requests with an empty query or an out-of-range limit now return a clear client error instead of a server error.
- Invitation links now explain when you're signed into the wrong account and let you sign out to continue with the invited email.