Commit graph

7 commits

Author SHA1 Message Date
Nicolò Boschi
37348c859e
feat: include occurred_end and mentioned_at in think-prompt fact serialization (#929)
Extend format_facts_for_prompt() to include occurred_end and mentioned_at
temporal fields (when non-null), matching the MemoryFact model. Also add
RecallResponse.to_prompt_string() to Python and TypeScript client SDKs so
users can serialize recall results (with chunks and entity summaries) into
LLM-ready prompt strings.

Closes #924
2026-04-08 10:33:14 +02:00
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
Phạm Gia Linh
aebef9408b
feat(python-sdk): add tags filtering support to high-level client (#186)
Add tags and tags_match parameters to recall/reflect methods for
filtering
memories by visibility scope. Also add tags support to retain methods.

Changes:
- recall()/arecall(): add tags, tags_match parameters
- reflect()/areflect(): add tags, tags_match parameters
- retain()/aretain(): add tags parameter
- retain_batch()/aretain_batch(): add document_tags parameter
- Add TestTags test class with 7 tests
2026-01-23 10:02:05 +01:00
Nicolò Boschi
99db7b26c3 fix docs on clients 2025-12-11 14:23:56 +01:00
Nicolò Boschi
040eb33ea6
improve ci and tests (#22)
* improve ci and tests

* add more tests

* fixes

* fix tests

* fix more

* fix

* fix

* fix

* fix

* fix for real

* tests and doc

* fix cp

* fix link pg0

* fix pg0

* fix pg0

* fix pg0

* even better

* more

* fix
2025-12-09 19:16:00 +01:00
Nicolò Boschi
6073ac4ffd docs, packages and quick start 2025-12-04 12:49:01 +01:00
Nicolò Boschi
b1ff2e8823
rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
Renamed from memora-clients/python/memora_client/__init__.py (Browse further)