SeanPedersen · GitHub

Folders and files

Name		Name	Last commit message	Last commit date
.dockerignore		.dockerignore
.gitignore		.gitignore
.python-version		.python-version
Dockerfile		Dockerfile
README.md		README.md
config.py		config.py
database.py		database.py
docker-compose.yml		docker-compose.yml
embeddings.py		embeddings.py
init.sql		init.sql
metrics.py		metrics.py
params.py		params.py
pyproject.toml		pyproject.toml
queries.py		queries.py
reset_databases.sh		reset_databases.sh
run_benchmark.py		run_benchmark.py
uv.lock		uv.lock

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README

Compare ANN indices: pgvectorscale hnsw, ivfflat, diskann with vectorchord vchordrq index

Usage

Start DB container: docker compose up -d
Activate uv env
Start benchmark: $ python run_benchmark.py
Reset DB's: $ bash reset_databases.sh

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