https://github.com/devidw/vector-db-benchs
Science Score: 13.0%
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○CITATION.cff file
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○Scientific vocabulary similarity
Low similarity (2.9%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: devidw
- Language: TypeScript
- Default Branch: main
- Size: 726 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files
readme.md
vector database benchmarks
comparing pinecone with supabase (+ pgvector extension) for embeddings records, running queries to find a given embedding
in these benchs operation region of both platforms is us-west and request region is eu-north
the used dataset can be found in ./dataset/embeddings.json (100 one-words)
Benchmarks
date: 2023-03-29
| Database | Hz | Mean | Variance | SD | P99 | |------------|----------|----------|----------|----------|----------| | Pinecone | 3.501599 | 285.5838 | 44023.23 | 209.8171 | 885.0765 | | Supabase | 2.185156 | 457.6331 | 50348.20 | 224.3840 | 835.6537 |
full results can be found in ./results.json
bases on these benchs the average search process using pinecone is roughly 1.6x faster than with supabase postgres + pgvector extension
Owner
- Name: David Wolf
- Login: devidw
- Kind: user
- Location: The Zone
- Website: https://david.wolf.gdn
- Repositories: 159
- Profile: https://github.com/devidw
// uncommenting
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