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2 commits

Author SHA1 Message Date
Luis Novo
5b2c97cab7
Fix re-embedding issues and improve retry strategy (#515)
* fix: filter empty content in rebuild embeddings queries

Update collect_items_for_rebuild() to properly filter out items with
empty or whitespace-only content before submitting embedding jobs.

Changes:
- Sources: add string::trim(full_text) != '' filter
- Notes: add string::trim(content) != '' filter
- Insights: add content != none AND string::trim(content) != '' filter
  (previously had no content filter at all)

This prevents unnecessary job submissions that would fail validation
in the individual embed commands.

Ref #513

* feat: add command_id to embedding error logs

Add get_command_id() helper to extract command_id from execution context.
Include command_id in error logs for all embedding commands:
- embed_note_command
- embed_insight_command
- embed_source_command
- create_insight_command

This makes it easier to trace failed embedding jobs back to specific
command records in the database.

Ref #513

* fix: improve logging for embedding commands

Log improvements:
- Add command_id to all embedding error logs for traceability
- Transaction conflicts in repo_insert now log at DEBUG (not ERROR)
- Embedding API errors log at DEBUG, only ERROR when retries exhausted
- Friendlier retry messages: "This will be retried automatically"
- Include model name and command_id in generate_embeddings errors

Files changed:
- commands/embedding_commands.py: command_id in logs, friendlier messages
- open_notebook/database/repository.py: DEBUG for transaction conflicts
- open_notebook/utils/embedding.py: DEBUG logging, pass-through command_id

Ref #513

* fix: correct field names in rebuild embeddings status endpoint

The API status endpoint was looking for wrong field names:
- sources_processed → sources_submitted
- notes_processed → notes_submitted
- insights_processed → insights_submitted
- processed_items → jobs_submitted
- failed_items → failed_submissions

The command outputs "_submitted" because embedding happens async
(we count jobs submitted, not items processed).

Ref #513

* fix: update rebuild UI text to reflect async job submission

Changed terminology from "Completed/processed" to "Jobs Submitted"
since the rebuild command submits embedding jobs for async processing,
not completing them synchronously.

Updated in all locales: en-US, pt-BR, zh-CN, zh-TW, ja-JP

Ref #513

* refactor: migrate retry strategy from allowlist to blocklist

- Change from `retry_on: [RuntimeError, ...]` to `stop_on: [ValueError]`
- This is more resilient: new exception types auto-retry by default
- Simplified exception handling: ValueError = permanent, else = retry
- Transient errors logged at DEBUG (surreal-commands logs final failure)
- Permanent errors (ValueError) logged at ERROR

Ref #513
2026-01-31 18:55:01 -03:00
Luis Novo
d8006ff5cb
feat: content-type aware chunking and unified embedding (#444)
* feat: content-type aware chunking and unified embedding

- Add chunking.py with HTML, Markdown, and plain text detection
- Add embedding.py with mean pooling for large content
- Create dedicated commands: embed_note, embed_insight, embed_source
- Use fire-and-forget pattern for embedding via submit_command()
- Refactor rebuild_embeddings_command to delegate to individual commands
- Remove legacy commands and needs_embedding() methods
- Reduce chunk size to 1500 chars for Ollama compatibility
- Update CLAUDE.md documentation for new architecture

Fixes #350, #142

* fix: address code review issues

- Note.save() now returns command_id for tracking embedding jobs
- Add length check after generate_embeddings() to fail fast on mismatch
- Add numpy as explicit dependency (was transitive)
- Remove hardcoded chunk sizes from docstrings

* docs: address code review comments

- Rename "SYNC PATH" to "DOMAIN MODEL PATH" in embedding router
- Add test_chunking.py and test_embedding.py to Testing Strategy
- Clarify auto-embedding behavior for each domain model

* fix: clean thinking tags from prompt graph output

Adds clean_thinking_content() to prompt.py to handle extended thinking
models that return <think>...</think> tags. This fixes empty titles
when saving notes from chat.

* chore: remove local docker-compose from git

* fix(frontend): handle null parent_id in search results

Add defensive check for null parent_id in search results to prevent
"Cannot read properties of null (reading 'split')" error. This can
happen with orphaned records in the database.

* fix: cascade delete embeddings and insights when source is deleted

When deleting a Source, now also deletes associated:
- source_embedding records
- source_insight records

This prevents orphaned records that cause null parent_id errors
in vector search results.

* fix: add cleanup for orphan embedding/insight records in migration 10

Deletes source_embedding and source_insight records where the
linked source no longer exists (source.id = NONE).

* chore: bump esperanto to 2.16

Increases ctx_num for Ollama models to accommodate larger notebook
context windows. See: https://github.com/lfnovo/esperanto/pull/69
2026-01-21 23:49:08 -03:00