mirror of
https://github.com/k8sgpt-ai/k8sgpt.git
synced 2025-08-23 09:58:21 +00:00
112 lines
2.7 KiB
Go
112 lines
2.7 KiB
Go
/*
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Copyright 2023 The K8sGPT Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package ai
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import (
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"context"
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"encoding/base64"
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"errors"
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"fmt"
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"strings"
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"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
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"github.com/k8sgpt-ai/k8sgpt/pkg/util"
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"github.com/sashabaranov/go-openai"
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"github.com/fatih/color"
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)
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type OpenAIClient struct {
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client *openai.Client
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language string
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model string
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}
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func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
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token := config.GetPassword()
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defaultConfig := openai.DefaultConfig(token)
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baseURL := config.GetBaseURL()
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if baseURL != "" {
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defaultConfig.BaseURL = baseURL
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}
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client := openai.NewClientWithConfig(defaultConfig)
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if client == nil {
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return errors.New("error creating OpenAI client")
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}
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c.language = language
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c.client = client
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c.model = config.GetModel()
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return nil
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}
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func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
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// Create a completion request
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resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
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Model: c.model,
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Messages: []openai.ChatCompletionMessage{
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{
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Role: "user",
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Content: fmt.Sprintf(default_prompt, c.language, prompt),
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},
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},
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})
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if err != nil {
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return "", err
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}
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return resp.Choices[0].Message.Content, nil
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}
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func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache) (string, error) {
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inputKey := strings.Join(prompt, " ")
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// Check for cached data
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cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
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if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
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response, err := cache.Load(cacheKey)
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if err != nil {
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return "", err
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}
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if response != "" {
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output, err := base64.StdEncoding.DecodeString(response)
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if err != nil {
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color.Red("error decoding cached data: %v", err)
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return "", nil
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}
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return string(output), nil
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}
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}
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response, err := a.GetCompletion(ctx, inputKey)
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if err != nil {
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return "", err
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}
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err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
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if err != nil {
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color.Red("error storing value to cache: %v", err)
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return "", nil
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}
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return response, nil
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}
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func (a *OpenAIClient) GetName() string {
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return "openai"
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}
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