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Merge pull request kubeagi#73 from Lanture1064/dev
feat: add zhipuai embedding api & examples
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,63 @@ | ||
| /* | ||
| Copyright 2023 KubeAGI. | ||
| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. | ||
| You may obtain a copy of the License at | ||
| http://www.apache.org/licenses/LICENSE-2.0 | ||
| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
| */ | ||
|
|
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| package main | ||
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|
||
| import ( | ||
| llmszhipuai "github.com/kubeagi/arcadia/pkg/llms/zhipuai" | ||
| "k8s.io/klog/v2" | ||
| "os" | ||
| ) | ||
|
|
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| func main() { | ||
| // usage: go run main.go <apiKey> <testWord> | ||
| // apiKey == The apiKey of user, available on ZhiPuAI dashboard. | ||
| // testWord == The text to be embedded. | ||
| if len(os.Args) == 1 { | ||
| panic("api key is empty") | ||
| } | ||
| apiKey := os.Args[1] | ||
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| if len(os.Args) == 2 { | ||
| panic("test word is empty") | ||
| } | ||
| testWord := os.Args[2] | ||
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| klog.V(0).Info("try `Embedding`") | ||
| resp, err := sampleEmbedding(apiKey, testWord) | ||
|
|
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| if err != nil { | ||
| panic(err) | ||
| } | ||
| klog.V(0).Info("Response: \n", resp.Success) | ||
| klog.V(0).Info("Usage: \n", resp.Data.Usage) | ||
| klog.V(0).Info("First 5 number of the Result: \n", resp.Data.Embedding[:5]) | ||
| // resp.Data.Embedding is available. | ||
| } | ||
|
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| func sampleEmbedding(apiKey, testWord string) (*llmszhipuai.EmbeddingResponse, error) { | ||
| ai := llmszhipuai.NewZhiPuAI(apiKey) | ||
| text := llmszhipuai.EmbeddingText{ | ||
| Prompt: testWord, | ||
| RequestID: "1", | ||
| } | ||
|
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| resp, err := ai.Embedding(text) | ||
| if err != nil { | ||
| return nil, err | ||
| } | ||
| return resp, nil | ||
| } |
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