fleet-memory/hindsight-docs/docs
Nicolò Boschi b32767caa8
feat: add max_observations_per_scope bank config (#729)
* feat: add max_observations_per_scope bank config

Adds a configurable limit on the number of observations per tag scope.
When the limit is reached, consolidation only updates/deletes existing
observations — no new ones are created. Enforcement is done via a
constrained Pydantic response model (max_length on creates list) so the
LLM structurally cannot exceed the limit, plus prompt guidance.

- Config: HINDSIGHT_API_MAX_OBSERVATIONS_PER_SCOPE (-1 = unlimited)
- Reorder action execution: deletes → updates → creates
- Dynamic _ConsolidationBatchResponse with max_length constraint
- Prompt CAPACITY CONSTRAINT section when near/at limit
- Observations with no tags skip the limit entirely
- Control plane UI field + docs

* fix: strengthen max_observations tests with mock LLM + defensive truncation

- Rewrite integration tests to use MockLLM with deterministic responses
  (one observation per fact) instead of relying on real LLM behavior
- Add defensive truncation in _consolidate_batch_with_llm as belt-and-
  suspenders — catches LLM providers that ignore JSON schema max_length
- Tests now assert exact counts, not just upper bounds
2026-03-30 10:29:56 +02:00
..
developer feat: add max_observations_per_scope bank config (#729) 2026-03-30 10:29:56 +02:00
sdks docs: add AG2 integration page (#723) 2026-03-27 10:58:42 +01:00