https://github.com/thefloatingstring/chroma-fast

5x speedup for ChromaDB vector search using user-defined one-hot encodings
https://github.com/thefloatingstring/chroma-fast

Last synced: 11 months ago
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5x speedup for ChromaDB vector search using user-defined one-hot encodings

• Host: GitHub
• URL: https://github.com/thefloatingstring/chroma-fast
• Owner: TheFloatingString
• Created: 2024-10-29T16:11:31.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-30T03:39:24.000Z (about 1 year ago)
• Last Synced: 2025-01-13T08:12:43.747Z (about 1 year ago)
• Language: Python
• Homepage:
• Size: 248 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Vector++

5x faster vector search with user-defined embeddings.

### Quickstart

This demo works by searching for restaurant reviews based on the user query. 

Install dependencies:

```bash

uv sync

```

Define embeddings and run search. 

```bash

uv run scripts\\create_cfg_files.py

uv run demo.py

```