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ann_benchmarks
- algorithms
  - annoy
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  - nearpy
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  - onng_ngt
  - opensearchknn
  - panng_ngt
  - parlayann
  - pg_embedding
  - pgvecto_rs
  - pgvector
  - pgvectorscale
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  - qdrant
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  - qsg_ngt
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  - scann
  - sptag
  - subprocess
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  - voyager
  - vsag
  - weaviate
  - __init__.py
- plotting
- __init__.py
- constants.py
- data.py
- datasets.py
- definitions.py
- distance.py
- main.py
- results.py
- runner.py
- util.py
results
templates
test
.dockerignore
.gitignore
LICENSE
README.md
convert_algos.py
create_dataset.py
create_website.py
data_export.py
install.py
logging.conf
plot.py
pyproject.toml
requirements.txt
run.py
run_algorithm.py

algorithms

Update pgx cargo dependency in Dockerfile

Apr 15, 2025

264cb02 · Apr 15, 2025

Name	Name	Last commit message	Last commit date
parent directory ..
annoy	annoy	Disable a few algos	Oct 15, 2023
balltree	balltree	fix benchmark.yaml and docker-tag within configs to point to folder s…	Jun 7, 2023
base	base	Misc updates for run	Mar 30, 2025
bruteforce	bruteforce	improvements	Jun 20, 2023
ckdtree	ckdtree	fix benchmark.yaml and docker-tag within configs to point to folder s…	Jun 7, 2023
datasketch	datasketch	remove empty arg_groups, query_args from config.yml	May 23, 2023
descartes	descartes	add algo descartes(01AI) (#490 )	Mar 19, 2024
diskann	diskann	remove empty arg_groups, query_args from config.yml	May 23, 2023
dolphinnpy	dolphinnpy	fix benchmark.yaml and docker-tag within configs to point to folder s…	Jun 7, 2023
dummy_algo	dummy_algo	fix benchmark.yaml and docker-tag within configs to point to folder s…	Jun 7, 2023
elasticsearch	elasticsearch	merge in conflicting changes from erikbern/ann-benchmarks	Jun 7, 2023
elastiknn	elastiknn	Update Elastiknn to latest release and latest benchmark parameters (#544	Sep 2, 2024
expann	expann	Add expann (#515 )	Jun 17, 2024
faiss	faiss	remove empty arg_groups, query_args from config.yml	May 23, 2023
faiss_gpu	faiss_gpu	remove empty arg_groups, query_args from config.yml	May 23, 2023
faiss_hnsw	faiss_hnsw	fix docker tag for Faiss HNSW (#496 )	Mar 19, 2024
flann	flann	remove empty arg_groups, query_args from config.yml	May 23, 2023
glass	glass	merge in conflicting changes from erikbern/ann-benchmarks	Jun 7, 2023
hnswlib	hnswlib	Misc updates for run	Mar 30, 2025
kdtree	kdtree	Disable a few algos	Oct 15, 2023
kgn	kgn	add kgn algorithm (#506 )	Jun 17, 2024
kgraph	kgraph	Misc updates for run	Mar 30, 2025
luceneknn	luceneknn	Feature/update luceneknn (#443 )	Oct 2, 2023
milvus	milvus	modify some args	May 11, 2024
mrpt	mrpt	remove empty arg_groups, query_args from config.yml	May 23, 2023
n2	n2	rewrite algos.yml to ann_benchmarks/algorithms/{module_name}/config.yml	May 17, 2023
nearpy	nearpy	Misc updates for run	Mar 30, 2025
nmslib	nmslib	Disable a few algos	Oct 15, 2023
nndescent	nndescent	add nndescent algorithm	Jul 23, 2023
onng_ngt	onng_ngt	Disable a few algos	Oct 15, 2023
opensearchknn	opensearchknn	Reduce heap to 3G for github actions to run	Jun 13, 2023
panng_ngt	panng_ngt	fix ngt config yamls	Jun 7, 2023
parlayann	parlayann	changed some query parameters in config.yml for parlayann	Jul 24, 2024
pg_embedding	pg_embedding	comment shared buffers	Oct 2, 2023
pgvecto_rs	pgvecto_rs	fix index with options	Apr 14, 2024
pgvector	pgvector	Add ability to specify Postgres connection credentials (#564 )	Jan 22, 2025
pgvectorscale	pgvectorscale	Update pgx cargo dependency in Dockerfile	Apr 15, 2025
puffinn	puffinn	Misc updates for run	Mar 30, 2025
pynndescent	pynndescent	Remove 'any' for pynndescent.	Apr 2, 2024
qdrant	qdrant	Merge pull request #472 from erikbern/erikbern/disable	Oct 15, 2023
qg_ngt	qg_ngt	fix ngt config yamls	Jun 7, 2023
qsg_ngt	qsg_ngt	Update qsgngt (#567 )	Jan 17, 2025
redisearch	redisearch	rewrite algos.yml to ann_benchmarks/algorithms/{module_name}/config.yml	May 17, 2023
rpforest	rpforest	remove empty arg_groups, query_args from config.yml	May 23, 2023
scann	scann	remove empty arg_groups, query_args from config.yml	May 23, 2023
sptag	sptag	remove empty arg_groups, query_args from config.yml	May 23, 2023
subprocess	subprocess	remove empty arg_groups, query_args from config.yml	May 23, 2023
tinyknn	tinyknn	remove empty arg_groups, query_args from config.yml	May 23, 2023
vald	vald	remove empty arg_groups, query_args from config.yml	May 23, 2023
vearch	vearch	Misc updates for run	Mar 30, 2025
vespa	vespa	Track move of vespa rpm repository from Fedora Copr to Cloudsmith. (#542	Sep 2, 2024
voyager	voyager	Misc updates for run	Mar 30, 2025
vsag	vsag	add vsag library (#549 )	Oct 29, 2024
weaviate	weaviate	remove empty arg_groups, query_args from config.yml	May 23, 2023
__init__.py	__init__.py	Moved all of the algorithm wrapper classes into separate files	Jan 31, 2017

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