Ant

Ant is an open-source vector database built to embedding similarity search based on Faiss. Data backup draws on the hybrid mechanism of Redis's RDB and AOF to ensure data security and consistency.

Quick start

Build docker image.

$ docker build -t ant:latest .

Start ant server.

$ docker run ant:latest -p 1234:1234 -v {logs_dir}:/ant/logs {data_dir}:/ant/data

Restful API

| Method | URL | description | Status | | ------ | --- | ----------- | ------ | | POST | /ant/create | Create the instance by name.| | | POST | /ant/delete | Delete the instance by name.| | | GET | /ant/list | List all instances. | | | POST | /ant/info | Get the information of instance by name.| | | POST | /ant/build | Build the Faiss index of instance by input data.| | | POST | /ant/insert | Insert data to Faiss index of instance.| | | POST | /ant/update | Update the Faiss index of instance.| | | POST | /ant/remove | Remove data of the Faiss index of instance.| | | POST | /ant/search | K-nearest neighbor query from Faiss index.| | | GET | /ant/bgsave | Back up index data in the background.| |

Configuration

• Logger
• Service

License

Apache-2.0