* fix(embedding): isolate caches by vector space
* fix(embedding): stabilize cache space switching
* Revert "fix(embedding): stabilize cache space switching"
This reverts commit 74193c9a0a.
* fix(embedding): include resolved OpenAI endpoint in cache ID
* fix(embedding): stabilize cache space switching
* fix(embedding): isolate Ollama endpoint caches
- Changed dimensions property to avoid forcing provider construction
- Added _ensure_model method to construct provider on demand
- Modified __call__ to ensure model exists before use
- Updated _start to defer provider initialization
- Removed eager health check during startup
- Added compact embedding serialization with base64 encoding
- Implemented batch processing for vector search with heap-based ranking
- Added document_ids property to keyword index interface
- Updated chunk persistence to handle legacy JSON embeddings
- Optimized memory usage by avoiding materialization of metadata in document_ids
* refactor(embedding): update embedding model initialization and session storage paths
- Remove unused inspect import from as_embedding module
- Pass dimensions directly to embedding model constructor instead of using parameters
- Update session state file paths to use mem_session directory instead of resource
- Add mem_session_dir configuration option to application config schema
- Update workspace directory creation to include new mem_session directory
- Change AgentScope and Claude Code session paths to use mem_session directory
- Move embedding dimensions from parameters to top-level configuration
- Update AgentScope dependency version from 2.0.3 to 2.0.4
- Update integration tests to reflect new session file location paths
* chore(version): bump version to 0.4.0.8
- Update __version__ from 0.4.0.7 to 0.4.0.8 in __init__.py
2.0.3 promoted `dimensions` to a required first-class constructor
argument while keeping a backfill from `parameters.dimensions`; 2.0.2
has no such argument and reads `dimensions` from `Parameters`. Keep
`dimensions` in `Parameters` for both versions and, when the model
constructor accepts `dimensions`, pass `dimensions=None` so 2.0.3's
backfill promotes it out of `parameters`.
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
call_server now resolves the client backend/transport/host/port from the
live `reme start` process (replaying its start args through
resolve_app_config) so a bare `reme <action>` reaches the server however
it was actually launched, falling back to local config when none runs.
Explicit backend=/transport=/host=/port= still win.
Also fix as_embedding to pass `dimensions` explicitly for agentscope
>=2.0.2, and add Claude Code auto-memory/auto-dream demos to the READMEs.
