fleet-memory/hindsight-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
..
blog How We Built a 4-Way Hybrid Search System That Actually Runs in Parallel (#708) 2026-03-27 11:21:01 -04:00
docs feat: add max_observations_per_scope bank config (#729) 2026-03-30 10:29:56 +02:00
examples feat: 4-tab code parity across all documentation examples (#613) 2026-03-19 11:31:51 +01:00
scripts feat: 4-tab code parity across all documentation examples (#613) 2026-03-19 11:31:51 +01:00
src docs: add AG2 integration page (#723) 2026-03-27 10:58:42 +01:00
static How We Built a 4-Way Hybrid Search System That Actually Runs in Parallel (#708) 2026-03-27 11:21:01 -04:00
versioned_docs docs: add AG2 integration page (#723) 2026-03-27 10:58:42 +01:00
versioned_sidebars docs: add AG2 integration page (#723) 2026-03-27 10:58:42 +01:00
.gitignore rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
docusaurus.config.ts feat(docs): Integrations Hub + unified page hero (#620) 2026-03-19 20:29:55 +01:00
package.json feat: 4-tab code parity across all documentation examples (#613) 2026-03-19 11:31:51 +01:00
README.md rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
sidebars.ts docs: add AG2 integration page (#723) 2026-03-27 10:58:42 +01:00
tsconfig.json rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
versions.json doc: release notes for 0.4.0 (#217) 2026-01-28 16:54:05 +01:00

Website

This website is built using Docusaurus, a modern static website generator.

Installation

npm install

Local Development

npm start

This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.

Build

npm run build

This command generates static content into the build directory and can be served using any static contents hosting service.

Deployment

Using SSH:

USE_SSH=true npm run deploy

Not using SSH:

GIT_USER=<Your GitHub username> npm run deploy

If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the gh-pages branch.