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2 changes: 1 addition & 1 deletion .release-please-manifest.json
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{
".": "0.4.4"
".": "0.5.0"
}
24 changes: 24 additions & 0 deletions CHANGELOG.md
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# Changelog

## [0.5.0](https://github.com/structured-world/coordinode-python/compare/v0.4.4...v0.5.0) (2026-04-12)


### Features

* **langchain:** add similarity_search() to CoordinodeGraph ([7c4d4c0](https://github.com/structured-world/coordinode-python/commit/7c4d4c0b88fc934b83a6bee85ed8db04c5b69b6c)), closes [#20](https://github.com/structured-world/coordinode-python/issues/20)
* similarity_search() for LangChain + upsert_relations() idempotency test ([f0ad603](https://github.com/structured-world/coordinode-python/commit/f0ad60333ea294dc9b2eea263c3c096d5250280a))
* use MERGE for edges, wildcard patterns, type()/labels() functions ([1101ac8](https://github.com/structured-world/coordinode-python/commit/1101ac8dd3d1a37f744ef275723c78a10b2f83d2))
* use MERGE for edges, wildcard patterns, type()/labels() functions ([6d009a7](https://github.com/structured-world/coordinode-python/commit/6d009a714a90c3a915deb84d618a15ea35830a20)), closes [#24](https://github.com/structured-world/coordinode-python/issues/24)


### Bug Fixes

* **langchain:** align similarity_search() signature with Sequence protocol and issue spec ([ab3559e](https://github.com/structured-world/coordinode-python/commit/ab3559e84d6dfee411e1cac45aac22f251e71abb))
* **langchain:** deduplicate relationship triples after _first_label normalization ([f0e1ff3](https://github.com/structured-world/coordinode-python/commit/f0e1ff3f954e83f11671fb385c058af514c72c6e))
* **langchain:** guard empty query_vector via len() for Sequence compatibility ([951b487](https://github.com/structured-world/coordinode-python/commit/951b48739be1f242b8638e9e9302a7a049f6ec79))
* **langchain:** sort similarity_search() results by distance + tighten test ([c9246ac](https://github.com/structured-world/coordinode-python/commit/c9246acc1ce7ea54fae40e02a58e34a1e44b5f28))
* **langchain:** use min() in _first_label for deterministic label selection ([778e8c3](https://github.com/structured-world/coordinode-python/commit/778e8c336588b13465993312c50f48cf9b0f8e63))


### Documentation

* **langchain:** explain why refresh_schema uses no LIMIT on DISTINCT query ([ab1ea64](https://github.com/structured-world/coordinode-python/commit/ab1ea64b1934a3b42a439cb46b00abcefed7a003))

## [0.4.4](https://github.com/structured-world/coordinode-python/compare/v0.4.3...v0.4.4) (2026-04-09)


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2 changes: 1 addition & 1 deletion pyproject.toml
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[project]
name = "coordinode-workspace"
version = "0.4.4"
version = "0.5.0"
requires-python = ">=3.11"
dependencies = [
"googleapis-common-protos>=1.74.0",
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