https://github.com/yuanjie-ai/tql-ann

ANN: Faiss
https://github.com/yuanjie-ai/tql-ann

Last synced: 2 months ago
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ANN: Faiss

• Host: GitHub
• URL: https://github.com/yuanjie-ai/tql-ann
• Owner: yuanjie-ai
• License: mit
• Created: 2019-12-04T12:00:29.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-12-04T12:42:15.000Z (over 5 years ago)
• Last Synced: 2025-03-08T05:07:59.431Z (3 months ago)
• Language: Python
• Size: 4.88 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
:rocket: ANN :facepunch:


---

# Install

`pip install fast-ann`

# Usage

```python

from ann import ANN

import numpy as np

data = np.random.random((1000, 128)).astype('float32')

ann = ANN()

ann.train(data, index_factory='IVF4000, Flat', noramlize=True)

dis, idx = ann.search(data[:10])

print(dis)

print(idx)

```