fleet-memory/hindsight-api-slim/hindsight_api/engine
Nicolò Boschi a0cea84d82
docs(python-client): async-first pydoc + low-level API access + missing params (#711)
* docs(python-client): improve pydoc strings for async-first usage and low-level API access

- Class docstring now clearly documents async-first pattern: a* methods
  preferred, sync wrappers for scripts/REPLs only
- Every sync method docstring points to its async counterpart
- Every async method docstring says "preferred"
- Expose 10 low-level API properties (documents, entities, operations,
  webhooks, monitoring, etc.) so agents/users can discover the full API
  surface without guessing at _-prefixed internals
- Add missing API parameters: tag_groups (recall/reflect), fact_types,
  exclude_mental_models, exclude_mental_model_ids (reflect),
  observation_scopes/strategy (retain items), background (create_bank)
- Fix areflect missing include_facts param that sync reflect already had
- Sync recall/reflect now delegate to async counterparts (no logic duplication)

* style(retain): format long function call arguments one-per-line
2026-03-26 16:09:58 +01:00
..
consolidation fix: prevent silent memory loss on consolidation LLM failure (#601) 2026-03-17 20:15:33 +01:00
directives feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
parsers feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
providers feat: add 'none' LLM provider for chunk-only storage mode (#691) 2026-03-25 18:01:20 +01:00
reflect feat(reflect): make source facts in search_observations configurable (#688) 2026-03-25 17:54:49 +01:00
retain docs(python-client): async-first pydoc + low-level API access + missing params (#711) 2026-03-26 16:09:58 +01:00
search fix: control plane UI fixes for recall and data view (#693) 2026-03-25 18:42:57 +01:00
storage feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
__init__.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
cross_encoder.py docs: add config vars for local reranker FP16 and bucket batching (#589) 2026-03-16 17:35:09 +01:00
db_budget.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
db_utils.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
embeddings.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
entity_resolver.py fix(entity_resolver): prevent _pending_stats/_pending_cooccurrences memory leak (#662) 2026-03-23 16:06:04 +01:00
interface.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
jina_mlx_reranker.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
llm_interface.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
llm_wrapper.py feat: add 'none' LLM provider for chunk-only storage mode (#691) 2026-03-25 18:01:20 +01:00
memory_engine.py feat: add 'none' LLM provider for chunk-only storage mode (#691) 2026-03-25 18:01:20 +01:00
operation_metadata.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
query_analyzer.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
response_models.py fix: return metadata in recall responses (#680) 2026-03-25 11:24:18 +01:00
task_backend.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
utils.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00