diff --git a/math/annoy/Makefile b/math/annoy/Makefile
index ac0bd0c37e3b..466f484c00c6 100644
--- a/math/annoy/Makefile
+++ b/math/annoy/Makefile
@@ -1,27 +1,25 @@
 PORTNAME=	annoy
 DISTVERSIONPREFIX=	v
-DISTVERSION=	1.17.1
+DISTVERSION=	1.17.3
 CATEGORIES=	math
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	Approximate Nearest Neighbors in C++
 WWW=		https://github.com/spotify/annoy
 
 LICENSE=	APACHE20
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 USES=		cmake
 
 USE_GITHUB=	yes
 GH_ACCOUNT=	spotify
 
 PLIST_FILES=	include/annoy/annoylib.h \
 		include/annoy/kissrandom.h \
-		include/annoy/mman.h
+		include/annoy/mman.h \
+		lib/cmake/annoy/AnnoyConfig.cmake
 
 NO_ARCH=	yes
 
-do-install:
-	cd ${WRKSRC}/include && ${COPYTREE_SHARE} annoy ${STAGEDIR}${PREFIX}/include
-
 .include <bsd.port.mk>
diff --git a/math/annoy/distinfo b/math/annoy/distinfo
index 7820871881b9..b0d4e5fe381f 100644
--- a/math/annoy/distinfo
+++ b/math/annoy/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1673498821
-SHA256 (spotify-annoy-v1.17.1_GH0.tar.gz) = 4f7a2f2d86d45b432de68dba06667b23d0ce2b03595d64bd5c05f42dc32e7f4b
-SIZE (spotify-annoy-v1.17.1_GH0.tar.gz) = 674087
+TIMESTAMP = 1687027120
+SHA256 (spotify-annoy-v1.17.3_GH0.tar.gz) = c121d38cacd98f5103b24ca4e94ca097f18179eed3037e9eb93ad70ec1e6356e
+SIZE (spotify-annoy-v1.17.3_GH0.tar.gz) = 673452
diff --git a/math/py-annoy/Makefile b/math/py-annoy/Makefile
index f60de58fde88..736b84fceaa3 100644
--- a/math/py-annoy/Makefile
+++ b/math/py-annoy/Makefile
@@ -1,37 +1,37 @@
 PORTNAME=	annoy
 DISTVERSIONPREFIX=	v
-DISTVERSION=	1.17.1
+DISTVERSION=	1.17.3
 CATEGORIES=	math
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
-COMMENT=	Approximate Nearest Neighbors in C++
+COMMENT=	Approximate Nearest Neighbors algorithm
 WWW=		https://github.com/spotify/annoy
 
 LICENSE=	APACHE20
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 TEST_DEPENDS=	${PYTHON_PKGNAMEPREFIX}h5py>0:science/py-h5py@${PY_FLAVOR} \
 		${PYNUMPY}
 
 USES=		python
 USE_PYTHON=	distutils autoplist pytest # tests fail because nose is broken
 
 USE_GITHUB=	yes
 GH_ACCOUNT=	spotify
 
 TEST_ENV=	${MAKE_ENV} PYTHONPATH=${STAGEDIR}${PYTHONPREFIX_SITELIBDIR}
 TEST_WRKSRC=	${WRKSRC}/test
 
 post-install:
 	@${STRIP_CMD} ${STAGEDIR}${PYTHON_SITELIBDIR}/annoy/annoylib${PYTHON_EXT_SUFFIX}.so
 
 do-test:
 	cd ${TEST_WRKSRC} && \
 		${ECHO} "saving data" && \
 		${SETENV} ${TEST_ENV} ${PYTHON_CMD} ${FILESDIR}/test-save.py && \
 		${ECHO} "loading data" && \
 		${SETENV} ${TEST_ENV} ${PYTHON_CMD} ${FILESDIR}/test-load.py && \
 		${ECHO} "tests succeeded"
 
 .include <bsd.port.mk>
diff --git a/math/py-annoy/distinfo b/math/py-annoy/distinfo
index 7820871881b9..a5ef0ebae182 100644
--- a/math/py-annoy/distinfo
+++ b/math/py-annoy/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1673498821
-SHA256 (spotify-annoy-v1.17.1_GH0.tar.gz) = 4f7a2f2d86d45b432de68dba06667b23d0ce2b03595d64bd5c05f42dc32e7f4b
-SIZE (spotify-annoy-v1.17.1_GH0.tar.gz) = 674087
+TIMESTAMP = 1687027428
+SHA256 (spotify-annoy-v1.17.3_GH0.tar.gz) = c121d38cacd98f5103b24ca4e94ca097f18179eed3037e9eb93ad70ec1e6356e
+SIZE (spotify-annoy-v1.17.3_GH0.tar.gz) = 673452