https://github.com/redisai/jredisai

Java client for RedisAI
https://github.com/redisai/jredisai

java-client onnxruntime pytorch redisai tensorflow

Last synced: about 1 month ago
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Java client for RedisAI

• Host: GitHub
• URL: https://github.com/redisai/jredisai
• Owner: RedisAI
• License: bsd-3-clause
• Created: 2019-01-21T15:59:30.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-10-03T18:52:24.000Z (8 months ago)
• Last Synced: 2025-03-25T05:36:39.400Z (about 2 months ago)
• Topics: java-client, onnxruntime, pytorch, redisai, tensorflow
• Language: Java
• Homepage: https://redisai.io
• Size: 26.9 MB
• Stars: 12
• Watchers: 3
• Forks: 4
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# JRedisAI

[![Forum](https://img.shields.io/badge/Forum-RedisAI-blue)](https://forum.redislabs.com/c/modules/redisai)

[![Discord](https://img.shields.io/discord/697882427875393627?style=flat-square)](https://discord.gg/rTQm7UZ)

Java client for RedisAI

### Official Releases

```xml

  

    

      com.redislabs

      jredisai

      0.9.0

    

  

```

### Snapshots

```xml

  

    

      snapshots-repo

      https://oss.sonatype.org/content/repositories/snapshots

    

  

```

and

```xml

  

    

      com.redislabs

      jredisai

      1.0.0-SNAPSHOT

    

  

```

# Example: Using the Java Client

```java

   RedisAI client = new RedisAI("localhost", 6379);

   client.setModel("model", Backend.TF, Device.CPU, new String[] {"a", "b"}, new String[] {"mul"}, "graph.pb");

    

   client.setTensor("a", new float[] {2, 3}, new int[]{2});

   client.setTensor("b", new float[] {2, 3}, new int[]{2});

   client.runModel("model", new String[] {"a", "b"}, new String[] {"c"});

```

## Note

**Chunk size:** Since version `0.10.0`, the chunk size of model (blob) is set to 512mb (536870912 bytes) based on 

default Redis configuration. This behavior can be changed by `redisai.blob.chunkSize` system property at the beginning 

of the application. For example, chunk size can be limited to 8mb by setting `-Dredisai.blob.chunkSize=8388608` or 

`System.setProperty(Model.BLOB_CHUNK_SIZE_PROPERTY, "8388608");`. A limit of 0 (zero) would disable chunking.

**Socket timeout:** Operations with large data and/or long processing time may require a higher socket timeout. 

Following constructor may come in handy for that purpose.

```

  HostAndPort hostAndPort = new HostAndPort(host, port);

  JedisClientConfig clientConfig = DefaultJedisClientConfig.builder().socketTimeoutMillis(largeTimeout).build();

  new RedisAI(hostAndPort, clientConfig);

```