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https://github.com/redisai/redisai-go

A Golang client for RedisAI
https://github.com/redisai/redisai-go

deep-learning redis redis-ai redisai

Last synced: about 18 hours ago
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A Golang client for RedisAI

Host: GitHub
URL: https://github.com/redisai/redisai-go
Owner: RedisAI
License: bsd-3-clause
Created: 2019-09-02T12:47:17.000Z (about 5 years ago)
Default Branch: master
Last Pushed: 2023-08-30T14:07:26.000Z (about 1 year ago)
Last Synced: 2024-08-27T09:18:49.443Z (3 months ago)
Topics: deep-learning, redis, redis-ai, redisai
Language: Go
Homepage: https://redisai.io
Size: 171 MB
Stars: 25
Watchers: 6
Forks: 2
Open Issues: 5
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        [![license](https://img.shields.io/github/license/RediSearch/redisearch-go.svg)](https://github.com/RedisAI/redisai-go)

[![CircleCI](https://circleci.com/gh/RedisAI/redisai-go/tree/master.svg?style=svg)](https://circleci.com/gh/RedisAI/redisai-go/tree/master)

[![GitHub issues](https://img.shields.io/github/release/RedisAI/redisai-go.svg)](https://github.com/RedisAI/redisai-go/releases/latest)

[![Codecov](https://codecov.io/gh/RedisAI/redisai-go/branch/master/graph/badge.svg)](https://codecov.io/gh/RedisAI/redisai-go)

[![Go Report Card](https://goreportcard.com/badge/github.com/RedisAI/redisai-go)](https://goreportcard.com/report/github.com/RedisAI/redisai-go)

[![GoDoc](https://godoc.org/github.com/RedisAI/redisai-go?status.svg)](https://godoc.org/github.com/RedisAI/redisai-go)

# RedisAI Go Client

[![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)

Go client for [RedisAI](http://redisai.io), based on redigo.

# Installing 

```sh

go get github.com/RedisAI/redisai-go/redisai

```

# Supported RedisAI Commands

| Command | Recommended API and godoc  |

| :---          |  ----: |

AI.TENSORSET | [TensorSet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.TensorSet) and [TensorSetFromTensor](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.TensorSetFromTensor)

AI.TENSORGET | [TensorGet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.TensorGet) and [TensorGetToTensor](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.TensorGetToTensor)

AI.MODELSET | [ModelSet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelSet) and [ModelSetFromModel](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelSetFromModel)

AI.MODELGET | [ModelGet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelGet) and [ModelGetToModel](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelGetToModel)

AI.MODELDEL | [ModelDel](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelDel)

AI.MODELRUN | [ModelRun](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ModelRun)

AI._MODELSCAN |  

AI.SCRIPTSET | [ScriptSet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ScriptSet)

AI.SCRIPTGET | [ScriptGet](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ScriptGet)

AI.SCRIPTDEL | [ScriptDel](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ScriptDel)

AI.SCRIPTRUN | [ScriptRun](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.ScriptRun)

AI._SCRIPTSCAN |  

AI.DAGRUN | [DagRun](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.DagRun)

AI.DAGRUN_RO | [DagRunRO](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.DagRunRO)

AI.INFO |  [Info](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.Info)

AI.CONFIG * | [LoadBackend](https://godoc.org/github.com/RedisAI/redisai-go/redisai#Client.LoadBackend)

# Usage Examples

See the [examples](./examples) folder for further feature samples:

## Simple Client 

[(sample code here)](./examples/redisai_simple_client)

```go

package main

import (

	"fmt"

	"github.com/RedisAI/redisai-go/redisai"

	"log"

)

func main() {

	// Create a client.

	client := redisai.Connect("redis://localhost:6379", nil)

	// Set a tensor

	// AI.TENSORSET foo FLOAT 2 2 VALUES 1.1 2.2 3.3 4.4

	_ = client.TensorSet("foo", redisai.TypeFloat, []int64{2, 2}, []float32{1.1, 2.2, 3.3, 4.4})

	// Get a tensor content as a slice of values

	// dt DataType, shape []int, data interface{}, err error

	// AI.TENSORGET foo VALUES

	_, _, fooTensorValues, err := client.TensorGetValues("foo")

	if err != nil {

		log.Fatal(err)

	}

	fmt.Println(fooTensorValues)

	// Output: [1.1 2.2 3.3 4.4]

}

```

## Pipelined Client 

[(sample code here)](./examples/redisai_pipelined_client)

```go

package main

import (

	"fmt"

	"github.com/RedisAI/redisai-go/redisai"

	"log"

)

func main() {

	// Create a client.

	client := redisai.Connect("redis://localhost:6379", nil)

	// Enable pipeline of commands on the client.

	client.Pipeline(3)

	// Set a tensor

	// AI.TENSORSET foo FLOAT 2 2 VALUES 1.1 2.2 3.3 4.4

	err := client.TensorSet("foo1", redisai.TypeFloat, []int64{2, 2}, []float32{1.1, 2.2, 3.3, 4.4})

	if err != nil {

		log.Fatal(err)

	}

	// AI.TENSORSET foo2 FLOAT 1" 1 VALUES 1.1

	err = client.TensorSet("foo2", redisai.TypeFloat, []int64{1, 1}, []float32{1.1})

	if err != nil {

		log.Fatal(err)

	}

	// AI.TENSORGET foo2 META

	_, err = client.TensorGet("foo2", redisai.TensorContentTypeMeta)

	if err != nil {

		log.Fatal(err)

	}

	// Ignore the AI.TENSORSET Reply

	_, err = client.Receive()

	if err != nil {

		log.Fatal(err)

	}

	// Ignore the AI.TENSORSET Reply

	_, err = client.Receive()

	if err != nil {

		log.Fatal(err)

	}

	foo2TensorMeta, err := client.Receive()

	if err != nil {

		log.Fatal(err)

	}

	fmt.Println(foo2TensorMeta)

	// Output: [FLOAT [1 1]]

}

```