k8sgpt/cmd/auth/add.go
Guangya Liu 8e4f56ae28 fix: rename watsonxai to ibmwatsonxai (#1234)
Signed-off-by: Guangya Liu <gyliu@ibm.com>
Co-authored-by: Alex Jones <alexsimonjones@gmail.com>
Signed-off-by: AlexsJones <alexsimonjones@gmail.com>
2024-10-24 07:30:34 +01:00

189 lines
6.7 KiB
Go

/*
Copyright 2023 The K8sGPT Authors.
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.
*/
package auth
import (
"fmt"
"os"
"strings"
"syscall"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
"github.com/spf13/cobra"
"github.com/spf13/viper"
"golang.org/x/term"
)
const (
defaultBackend = "openai"
defaultModel = "gpt-3.5-turbo"
)
var addCmd = &cobra.Command{
Use: "add",
Short: "Add new provider",
Long: "The add command allows to configure a new backend AI provider",
PreRun: func(cmd *cobra.Command, args []string) {
backend, _ := cmd.Flags().GetString("backend")
if strings.ToLower(backend) == "azureopenai" {
_ = cmd.MarkFlagRequired("engine")
_ = cmd.MarkFlagRequired("baseurl")
}
if strings.ToLower(backend) == "amazonsagemaker" {
_ = cmd.MarkFlagRequired("endpointname")
_ = cmd.MarkFlagRequired("providerRegion")
}
if strings.ToLower(backend) == "amazonbedrock" {
_ = cmd.MarkFlagRequired("providerRegion")
}
if strings.ToLower(backend) == "ibmwatsonxai" {
_ = cmd.MarkFlagRequired("providerId")
}
},
Run: func(cmd *cobra.Command, args []string) {
validBackend := func(validBackends []string, backend string) bool {
for _, b := range validBackends {
if b == backend {
return true
}
}
return false
}
// check if backend is not empty and a valid value
if backend == "" {
color.Yellow(fmt.Sprintf("Warning: backend input is empty, will use the default value: %s", defaultBackend))
backend = defaultBackend
} else {
if !validBackend(ai.Backends, backend) {
color.Red("Error: Backend AI accepted values are '%v'", strings.Join(ai.Backends, ", "))
os.Exit(1)
}
}
// get ai configuration
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
// search for provider with same name
providerIndex := -1
for i, provider := range configAI.Providers {
if backend == provider.Name {
providerIndex = i
break
}
}
if providerIndex != -1 {
// provider with same name exists, update provider info
color.Yellow("Provider with same name already exists.")
os.Exit(1)
}
// check if model is not empty
if model == "" {
model = defaultModel
color.Yellow(fmt.Sprintf("Warning: model input is empty, will use the default value: %s", defaultModel))
}
if temperature > 1.0 || temperature < 0.0 {
color.Red("Error: temperature ranges from 0 to 1.")
os.Exit(1)
}
if topP > 1.0 || topP < 0.0 {
color.Red("Error: topP ranges from 0 to 1.")
os.Exit(1)
}
if topK < 1 || topK > 100 {
color.Red("Error: topK ranges from 1 to 100.")
os.Exit(1)
}
if ai.NeedPassword(backend) && password == "" {
fmt.Printf("Enter %s Key: ", backend)
bytePassword, err := term.ReadPassword(int(syscall.Stdin))
if err != nil {
color.Red("Error reading %s Key from stdin: %s", backend,
err.Error())
os.Exit(1)
}
password = strings.TrimSpace(string(bytePassword))
}
// create new provider object
newProvider := ai.AIProvider{
Name: backend,
Model: model,
Password: password,
BaseURL: baseURL,
EndpointName: endpointName,
Engine: engine,
Temperature: temperature,
ProviderRegion: providerRegion,
ProviderId: providerId,
CompartmentId: compartmentId,
TopP: topP,
TopK: topK,
MaxTokens: maxTokens,
OrganizationId: organizationId,
}
if providerIndex == -1 {
// provider with same name does not exist, add new provider to list
configAI.Providers = append(configAI.Providers, newProvider)
viper.Set("ai", configAI)
if err := viper.WriteConfig(); err != nil {
color.Red("Error writing config file: %s", err.Error())
os.Exit(1)
}
color.Green("%s added to the AI backend provider list", backend)
}
},
}
func init() {
// add flag for backend
addCmd.Flags().StringVarP(&backend, "backend", "b", defaultBackend, "Backend AI provider")
// add flag for model
addCmd.Flags().StringVarP(&model, "model", "m", defaultModel, "Backend AI model")
// add flag for password
addCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
// add flag for url
addCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
// add flag for endpointName
addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, e.g. `endpoint-xxxxxxxxxxxx` (only for amazonbedrock, amazonsagemaker backends)")
// add flag for topP
addCmd.Flags().Float32VarP(&topP, "topp", "", 0.5, "Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability.")
// add flag for topK
addCmd.Flags().Int32VarP(&topK, "topk", "c", 50, "Sampling Cutoff: Set a threshold (1-100) to restrict the sampling process to the top K most probable words at each step. Higher values lead to greater variability, lower values increases predictability.")
// max tokens
addCmd.Flags().IntVarP(&maxTokens, "maxtokens", "l", 2048, "Specify a maximum output length. Adjust (1-...) to control text length. Higher values produce longer output, lower values limit length")
// add flag for temperature
addCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
// add flag for azure open ai engine/deployment name
addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name (only for azureopenai backend)")
//add flag for amazonbedrock region name
addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name (only for amazonbedrock, googlevertexai backend)")
//add flag for vertexAI/WatsonxAI Project ID
addCmd.Flags().StringVarP(&providerId, "providerId", "i", "", "Provider specific ID for e.g. project (only for googlevertexai/ibmwatsonxai backend)")
//add flag for OCI Compartment ID
addCmd.Flags().StringVarP(&compartmentId, "compartmentId", "k", "", "Compartment ID for generative AI model (only for oci backend)")
// add flag for openai organization
addCmd.Flags().StringVarP(&organizationId, "organizationId", "o", "", "OpenAI or AzureOpenAI Organization ID (only for openai and azureopenai backend)")
}