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Signed-off-by: Aris Boutselis <aris.boutselis@senseon.io>
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Aris Boutselis
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Apr 25, 2023
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,94 @@ | ||
package ai | ||
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import ( | ||
"context" | ||
"encoding/base64" | ||
"errors" | ||
"fmt" | ||
"strings" | ||
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"github.com/k8sgpt-ai/k8sgpt/pkg/util" | ||
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"github.com/fatih/color" | ||
"github.com/spf13/viper" | ||
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"github.com/sashabaranov/go-openai" | ||
) | ||
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type AzureAIClient struct { | ||
client *openai.Client | ||
language string | ||
model string | ||
} | ||
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func (c *AzureAIClient) Configure(config IAIConfig, lang string) error { | ||
token := config.GetPassword() | ||
baseURL := config.GetBaseURL() | ||
engine := config.GetEngine() | ||
defaultConfig := openai.DefaultAzureConfig(token, baseURL, engine) | ||
client := openai.NewClientWithConfig(defaultConfig) | ||
if client == nil { | ||
return errors.New("error creating Azure OpenAI client") | ||
} | ||
c.language = lang | ||
c.client = client | ||
c.model = config.GetModel() | ||
return nil | ||
} | ||
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func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) { | ||
// Create a completion request | ||
resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{ | ||
Model: c.model, | ||
Messages: []openai.ChatCompletionMessage{ | ||
{ | ||
Role: "user", | ||
Content: fmt.Sprintf(default_prompt, c.language, prompt), | ||
}, | ||
}, | ||
}) | ||
if err != nil { | ||
return "", err | ||
} | ||
return resp.Choices[0].Message.Content, nil | ||
} | ||
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func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, nocache bool) (string, error) { | ||
inputKey := strings.Join(prompt, " ") | ||
// Check for cached data | ||
sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey)) | ||
cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc) | ||
// find in viper cache | ||
if viper.IsSet(cacheKey) && !nocache { | ||
// retrieve data from cache | ||
response := viper.GetString(cacheKey) | ||
if response == "" { | ||
color.Red("error retrieving cached data") | ||
return "", nil | ||
} | ||
output, err := base64.StdEncoding.DecodeString(response) | ||
if err != nil { | ||
color.Red("error decoding cached data: %v", err) | ||
return "", nil | ||
} | ||
return string(output), nil | ||
} | ||
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response, err := a.GetCompletion(ctx, inputKey) | ||
if err != nil { | ||
return "", err | ||
} | ||
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if !viper.IsSet(cacheKey) || nocache { | ||
viper.Set(cacheKey, base64.StdEncoding.EncodeToString([]byte(response))) | ||
if err := viper.WriteConfig(); err != nil { | ||
color.Red("error writing config: %v", err) | ||
return "", nil | ||
} | ||
} | ||
return response, nil | ||
} | ||
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func (a *AzureAIClient) GetName() string { | ||
return "azureopenai" | ||
} |
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