langchain/docs/extras/integrations/providers/google_vertex_ai_matchingengine.mdx

26 lines
705 B
Plaintext
Raw Normal View History

# Google Vertex AI MatchingEngine
> [Google Vertex AI Matching Engine](https://cloud.google.com/vertex-ai/docs/matching-engine/overview) provides
> the industry's leading high-scale low latency vector database. These vector databases are commonly
> referred to as vector similarity-matching or an approximate nearest neighbor (ANN) service.
## Installation and Setup
We need to install several python packages.
```bash
pip install tensorflow \
google-cloud-aiplatform \
tensorflow-hub \
tensorflow-text
```
## Vector Store
See a [usage example](/docs/integrations/vectorstores/matchingengine).
```python
from langchain.vectorstores import MatchingEngine
```