Feat: Refactoring LLM Plugin, update docs. (#165)

Refactoring LLM Plugin, update docs.

README.md

@@ -211,9 +211,9 @@ commands:
 
 #### Example SSH Honeypot
 
-###### Honeypot LLM Honeypots
+###### LLM Honeypots
 
-Example with OpenAI GPT-4:
+Follow a SSH LLM Honeypot using OpenAI as provider LLM:
 
 ```yaml
 apiVersion: "v1"
@@ -228,11 +228,12 @@ serverName: "ubuntu"
 passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"
 deadlineTimeoutSeconds: 60
 plugin:
-   llmModel: "gpt4-o"
+   llmProvider: "openai"
+   llmModel: "gpt4-o" #Models https://platform.openai.com/docs/models
    openAISecretKey: "sk-proj-123456"
 ```
 
-Example with Ollama Llama3:
+Examples with local Ollama instance using model codellama:7b:
 
 ```yaml
 apiVersion: "v1"
@@ -247,7 +248,8 @@ serverName: "ubuntu"
 passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"
 deadlineTimeoutSeconds: 60
 plugin:
-   llmModel: "llama3"
+   llmProvider: "ollama"
+   llmModel: "codellama:7b" #Models https://ollama.com/search
    host: "http://example.com/api/chat" #default http://localhost:11434/api/chat
 ```
 Example with custom prompt:
@@ -265,6 +267,7 @@ serverName: "ubuntu"
 passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"
 deadlineTimeoutSeconds: 60
 plugin:
+   llmProvider: "openai"
    llmModel: "gpt4-o"
    openAISecretKey: "sk-proj-123456"
    prompt: "You will act as an Ubuntu Linux terminal. The user will type commands, and you are to reply with what the terminal should show. Your responses must be contained within a single code block."

configurations/services/ssh-2222.yaml

@@ -7,7 +7,9 @@ commands:
     plugin: "LLMHoneypot"
 serverVersion: "OpenSSH"
 serverName: "ubuntu"
-passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"
+passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456|1234)$"
 deadlineTimeoutSeconds: 6000
 plugin:
-  llmModel: "llama3"
+  llmProvider: "openai"
+  llmModel: "gpt4-o"
+  openAISecretKey: "sk-proj-12345"

parser/configurations_parser.go

@@ -52,6 +52,7 @@ type Plugin struct {
 	OpenAISecretKey string `yaml:"openAISecretKey"`
 	Host            string `yaml:"host"`
 	LLMModel        string `yaml:"llmModel"`
+	LLMProvider     string `yaml:"llmProvider"`
 	Prompt          string `yaml:"prompt"`
 }
 

parser/configurations_parser_test.go

@@ -59,6 +59,7 @@ commands:
 plugin:
   openAISecretKey: "qwerty"
   llmModel: "llama3"
+  llmProvider: "ollama"
   host: "localhost:1563"
   prompt: "hello world"
 `)
@@ -135,6 +136,7 @@ func TestReadConfigurationsServicesValid(t *testing.T) {
 	assert.Equal(t, firstBeelzebubServiceConfiguration.Commands[0].Headers[0], "Content-Type: text/html")
 	assert.Equal(t, firstBeelzebubServiceConfiguration.Plugin.OpenAISecretKey, "qwerty")
 	assert.Equal(t, firstBeelzebubServiceConfiguration.Plugin.LLMModel, "llama3")
+	assert.Equal(t, firstBeelzebubServiceConfiguration.Plugin.LLMProvider, "ollama")
 	assert.Equal(t, firstBeelzebubServiceConfiguration.Plugin.Host, "localhost:1563")
 	assert.Equal(t, firstBeelzebubServiceConfiguration.Plugin.Prompt, "hello world")
 	assert.Equal(t, firstBeelzebubServiceConfiguration.TLSCertPath, "/tmp/cert.crt")

plugins/llm-integration.go

@@ -6,15 +6,16 @@ import (
 	"fmt"
 	"github.com/go-resty/resty/v2"
 	"github.com/mariocandela/beelzebub/v3/tracer"
-
 	log "github.com/sirupsen/logrus"
+	"regexp"
+	"strings"
 )
 
 const (
-	systemPromptVirtualizeLinuxTerminal = "You will act as an Ubuntu Linux terminal. The user will type commands, and you are to reply with what the terminal should show. Your responses must be contained within a single code block. Do not provide explanations or type commands unless explicitly instructed by the user. Your entire response/output is going to consist of a simple text with \n for new line, and you will NOT wrap it within string md markers"
+	systemPromptVirtualizeLinuxTerminal = "You will act as an Ubuntu Linux terminal. The user will type commands, and you are to reply with what the terminal should show. Your responses must be contained within a single code block. Do not provide note. Do not provide explanations or type commands unless explicitly instructed by the user. Your entire response/output is going to consist of a simple text with \n for new line, and you will NOT wrap it within string md markers"
 	systemPromptVirtualizeHTTPServer    = "You will act as an unsecure HTTP Server with multiple vulnerability like aws and git credentials stored into root http directory. The user will send HTTP requests, and you are to reply with what the server should show. Do not provide explanations or type commands unless explicitly instructed by the user."
 	LLMPluginName                       = "LLMHoneypot"
-	openAIGPTEndpoint                   = "https://api.openai.com/v1/chat/completions"
+	openAIEndpoint                      = "https://api.openai.com/v1/chat/completions"
 	ollamaEndpoint                      = "http://localhost:11434/api/chat"
 )
 
@@ -23,7 +24,8 @@ type LLMHoneypot struct {
 	OpenAIKey    string
 	client       *resty.Client
 	Protocol     tracer.Protocol
-	Model        LLMModel
+	Provider     LLMProvider
+	Model        string
 	Host         string
 	CustomPrompt string
 }
@@ -71,21 +73,21 @@ func (role Role) String() string {
 	return [...]string{"system", "user", "assistant"}[role]
 }
 
-type LLMModel int
+type LLMProvider int
 
 const (
-	LLAMA3 LLMModel = iota
-	GPT4O
+	Ollama LLMProvider = iota
+	OpenAI
 )
 
-func FromStringToLLMModel(llmModel string) (LLMModel, error) {
-	switch llmModel {
-	case "llama3":
-		return LLAMA3, nil
-	case "gpt4-o":
-		return GPT4O, nil
+func FromStringToLLMProvider(llmProvider string) (LLMProvider, error) {
+	switch strings.ToLower(llmProvider) {
+	case "ollama":
+		return Ollama, nil
+	case "openai":
+		return OpenAI, nil
 	default:
-		return -1, fmt.Errorf("model %s not found", llmModel)
+		return -1, fmt.Errorf("provider %s not found, valid providers: ollama, openai", llmProvider)
 	}
 }
 
@@ -153,7 +155,7 @@ func (llmHoneypot *LLMHoneypot) openAICaller(messages []Message) (string, error)
 	var err error
 
 	requestJson, err := json.Marshal(Request{
-		Model:    "gpt-4o",
+		Model:    llmHoneypot.Model,
 		Messages: messages,
 		Stream:   false,
 	})
@@ -166,7 +168,7 @@ func (llmHoneypot *LLMHoneypot) openAICaller(messages []Message) (string, error)
 	}
 
 	if llmHoneypot.Host == "" {
-		llmHoneypot.Host = openAIGPTEndpoint
+		llmHoneypot.Host = openAIEndpoint
 	}
 
 	log.Debug(string(requestJson))
@@ -185,14 +187,14 @@ func (llmHoneypot *LLMHoneypot) openAICaller(messages []Message) (string, error)
 		return "", errors.New("no choices")
 	}
 
-	return response.Result().(*Response).Choices[0].Message.Content, nil
+	return removeQuotes(response.Result().(*Response).Choices[0].Message.Content), nil
 }
 
 func (llmHoneypot *LLMHoneypot) ollamaCaller(messages []Message) (string, error) {
 	var err error
 
 	requestJson, err := json.Marshal(Request{
-		Model:    "llama3",
+		Model:    llmHoneypot.Model,
 		Messages: messages,
 		Stream:   false,
 	})
@@ -216,7 +218,7 @@ func (llmHoneypot *LLMHoneypot) ollamaCaller(messages []Message) (string, error)
 	}
 	log.Debug(response)
 
-	return response.Result().(*Response).Message.Content, nil
+	return removeQuotes(response.Result().(*Response).Message.Content), nil
 }
 
 func (llmHoneypot *LLMHoneypot) ExecuteModel(command string) (string, error) {
@@ -229,12 +231,17 @@ func (llmHoneypot *LLMHoneypot) ExecuteModel(command string) (string, error) {
 		return "", err
 	}
 
-	switch llmHoneypot.Model {
-	case LLAMA3:
+	switch llmHoneypot.Provider {
+	case Ollama:
 		return llmHoneypot.ollamaCaller(prompt)
-	case GPT4O:
+	case OpenAI:
 		return llmHoneypot.openAICaller(prompt)
 	default:
-		return "", errors.New("no model selected")
+		return "", fmt.Errorf("provider %d not found, valid providers: ollama, openai", llmHoneypot.Provider)
 	}
 }
+
+func removeQuotes(content string) string {
+	regex := regexp.MustCompile("(```( *)?([a-z]*)?(\\n)?)")
+	return regex.ReplaceAllString(content, "")
+}

plugins/llm-integration_test.go

@@ -85,7 +85,8 @@ func TestBuildExecuteModelFailValidation(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "",
 		Protocol:  tracer.SSH,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -101,7 +102,7 @@ func TestBuildExecuteModelWithCustomPrompt(t *testing.T) {
 	defer httpmock.DeactivateAndReset()
 
 	// Given
-	httpmock.RegisterMatcherResponder("POST", openAIGPTEndpoint,
+	httpmock.RegisterMatcherResponder("POST", openAIEndpoint,
 		httpmock.BodyContainsString("hello world"),
 		func(req *http.Request) (*http.Response, error) {
 			resp, err := httpmock.NewJsonResponse(200, &Response{
@@ -125,7 +126,8 @@ func TestBuildExecuteModelWithCustomPrompt(t *testing.T) {
 		Histories:    make([]Message, 0),
 		OpenAIKey:    "sdjdnklfjndslkjanfk",
 		Protocol:     tracer.HTTP,
-		Model:        GPT4O,
+		Model:        "gpt4-o",
+		Provider:     OpenAI,
 		CustomPrompt: "hello world",
 	}
 
@@ -146,7 +148,8 @@ func TestBuildExecuteModelFailValidationStrategyType(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "",
 		Protocol:  tracer.TCP,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -161,7 +164,8 @@ func TestBuildExecuteModelFailValidationModelType(t *testing.T) {
 	llmHoneypot := LLMHoneypot{
 		Histories: make([]Message, 0),
 		Protocol:  tracer.SSH,
-		Model:     5,
+		Model:     "llama3",
+		Provider:  5,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -179,7 +183,7 @@ func TestBuildExecuteModelSSHWithResultsOpenAI(t *testing.T) {
 	defer httpmock.DeactivateAndReset()
 
 	// Given
-	httpmock.RegisterResponder("POST", openAIGPTEndpoint,
+	httpmock.RegisterResponder("POST", openAIEndpoint,
 		func(req *http.Request) (*http.Response, error) {
 			resp, err := httpmock.NewJsonResponse(200, &Response{
 				Choices: []Choice{
@@ -202,7 +206,8 @@ func TestBuildExecuteModelSSHWithResultsOpenAI(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "sdjdnklfjndslkjanfk",
 		Protocol:  tracer.SSH,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -240,7 +245,8 @@ func TestBuildExecuteModelSSHWithResultsLLama(t *testing.T) {
 	llmHoneypot := LLMHoneypot{
 		Histories: make([]Message, 0),
 		Protocol:  tracer.SSH,
-		Model:     LLAMA3,
+		Model:     "llama3",
+		Provider:  Ollama,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -260,7 +266,7 @@ func TestBuildExecuteModelSSHWithoutResults(t *testing.T) {
 	defer httpmock.DeactivateAndReset()
 
 	// Given
-	httpmock.RegisterResponder("POST", openAIGPTEndpoint,
+	httpmock.RegisterResponder("POST", openAIEndpoint,
 		func(req *http.Request) (*http.Response, error) {
 			resp, err := httpmock.NewJsonResponse(200, &Response{
 				Choices: []Choice{},
@@ -276,7 +282,8 @@ func TestBuildExecuteModelSSHWithoutResults(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "sdjdnklfjndslkjanfk",
 		Protocol:  tracer.SSH,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -295,7 +302,7 @@ func TestBuildExecuteModelHTTPWithResults(t *testing.T) {
 	defer httpmock.DeactivateAndReset()
 
 	// Given
-	httpmock.RegisterResponder("POST", openAIGPTEndpoint,
+	httpmock.RegisterResponder("POST", openAIEndpoint,
 		func(req *http.Request) (*http.Response, error) {
 			resp, err := httpmock.NewJsonResponse(200, &Response{
 				Choices: []Choice{
@@ -318,7 +325,8 @@ func TestBuildExecuteModelHTTPWithResults(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "sdjdnklfjndslkjanfk",
 		Protocol:  tracer.HTTP,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -338,7 +346,7 @@ func TestBuildExecuteModelHTTPWithoutResults(t *testing.T) {
 	defer httpmock.DeactivateAndReset()
 
 	// Given
-	httpmock.RegisterResponder("POST", openAIGPTEndpoint,
+	httpmock.RegisterResponder("POST", openAIEndpoint,
 		func(req *http.Request) (*http.Response, error) {
 			resp, err := httpmock.NewJsonResponse(200, &Response{
 				Choices: []Choice{},
@@ -354,7 +362,8 @@ func TestBuildExecuteModelHTTPWithoutResults(t *testing.T) {
 		Histories: make([]Message, 0),
 		OpenAIKey: "sdjdnklfjndslkjanfk",
 		Protocol:  tracer.HTTP,
-		Model:     GPT4O,
+		Model:     "gpt4-o",
+		Provider:  OpenAI,
 	}
 
 	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
@@ -368,14 +377,105 @@ func TestBuildExecuteModelHTTPWithoutResults(t *testing.T) {
 }
 
 func TestFromString(t *testing.T) {
-	model, err := FromStringToLLMModel("llama3")
+	model, err := FromStringToLLMProvider("openai")
 	assert.Nil(t, err)
-	assert.Equal(t, LLAMA3, model)
+	assert.Equal(t, OpenAI, model)
 
-	model, err = FromStringToLLMModel("gpt4-o")
+	model, err = FromStringToLLMProvider("ollama")
 	assert.Nil(t, err)
-	assert.Equal(t, GPT4O, model)
+	assert.Equal(t, Ollama, model)
 
-	model, err = FromStringToLLMModel("beelzebub-model")
-	assert.Errorf(t, err, "model beelzebub-model not found")
+	model, err = FromStringToLLMProvider("beelzebub-model")
+	assert.Errorf(t, err, "provider beelzebub-model not found")
+}
+
+func TestBuildExecuteModelSSHWithoutPlaintextSection(t *testing.T) {
+	client := resty.New()
+	httpmock.ActivateNonDefault(client.GetClient())
+	defer httpmock.DeactivateAndReset()
+
+	// Given
+	httpmock.RegisterResponder("POST", ollamaEndpoint,
+		func(req *http.Request) (*http.Response, error) {
+			resp, err := httpmock.NewJsonResponse(200, &Response{
+				Message: Message{
+					Role:    SYSTEM.String(),
+					Content: "```plaintext\n```\n",
+				},
+			})
+			if err != nil {
+				return httpmock.NewStringResponse(500, ""), nil
+			}
+			return resp, nil
+		},
+	)
+
+	llmHoneypot := LLMHoneypot{
+		Histories: make([]Message, 0),
+		Protocol:  tracer.SSH,
+		Model:     "llama3",
+	}
+
+	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
+	openAIGPTVirtualTerminal.client = client
+
+	//When
+	str, err := openAIGPTVirtualTerminal.ExecuteModel("ls")
+
+	//Then
+	assert.Nil(t, err)
+	assert.Equal(t, "", str)
+}
+
+func TestBuildExecuteModelSSHWithoutQuotesSection(t *testing.T) {
+	client := resty.New()
+	httpmock.ActivateNonDefault(client.GetClient())
+	defer httpmock.DeactivateAndReset()
+
+	// Given
+	httpmock.RegisterResponder("POST", ollamaEndpoint,
+		func(req *http.Request) (*http.Response, error) {
+			resp, err := httpmock.NewJsonResponse(200, &Response{
+				Message: Message{
+					Role:    SYSTEM.String(),
+					Content: "```\n```\n",
+				},
+			})
+			if err != nil {
+				return httpmock.NewStringResponse(500, ""), nil
+			}
+			return resp, nil
+		},
+	)
+
+	llmHoneypot := LLMHoneypot{
+		Histories: make([]Message, 0),
+		Protocol:  tracer.SSH,
+		Model:     "llama3",
+		Provider:  Ollama,
+	}
+
+	openAIGPTVirtualTerminal := InitLLMHoneypot(llmHoneypot)
+	openAIGPTVirtualTerminal.client = client
+
+	//When
+	str, err := openAIGPTVirtualTerminal.ExecuteModel("ls")
+
+	//Then
+	assert.Nil(t, err)
+	assert.Equal(t, "", str)
+}
+
+func TestRemoveQuotes(t *testing.T) {
+	plaintext := "```plaintext\n```"
+	bash := "```bash\n```"
+	onlyQuotes := "```\n```"
+	complexText := "```plaintext\ntop - 10:30:48 up 1 day,  4:30,  2 users,  load average: 0.15, 0.10, 0.08\nTasks: 198 total,   1 running, 197 sleeping,   0 stopped,   0 zombie\n```"
+	complexText2 := "```\ntop - 15:06:59 up 10 days,  3:17,  1 user,  load average: 0.10, 0.09, 0.08\nTasks: 285 total\n```"
+
+	assert.Equal(t, "", removeQuotes(plaintext))
+	assert.Equal(t, "", removeQuotes(bash))
+	assert.Equal(t, "", removeQuotes(onlyQuotes))
+	assert.Equal(t, "top - 10:30:48 up 1 day,  4:30,  2 users,  load average: 0.15, 0.10, 0.08\nTasks: 198 total,   1 running, 197 sleeping,   0 stopped,   0 zombie\n", removeQuotes(complexText))
+	assert.Equal(t, "top - 15:06:59 up 10 days,  3:17,  1 user,  load average: 0.10, 0.09, 0.08\nTasks: 285 total\n", removeQuotes(complexText2))
 }

protocols/strategies/http.go

@@ -37,10 +37,10 @@ func (httpStrategy HTTPStrategy) Init(beelzebubServiceConfiguration parser.Beelz
 
 				if command.Plugin == plugins.LLMPluginName {
 
-					llmModel, err := plugins.FromStringToLLMModel(beelzebubServiceConfiguration.Plugin.LLMModel)
+					llmProvider, err := plugins.FromStringToLLMProvider(beelzebubServiceConfiguration.Plugin.LLMProvider)
 
 					if err != nil {
-						log.Errorf("Error fromString: %s", err.Error())
+						log.Errorf("Error: %s", err.Error())
 						responseHTTPBody = "404 Not Found!"
 					}
 
@@ -49,7 +49,8 @@ func (httpStrategy HTTPStrategy) Init(beelzebubServiceConfiguration parser.Beelz
 						OpenAIKey:    beelzebubServiceConfiguration.Plugin.OpenAISecretKey,
 						Protocol:     tracer.HTTP,
 						Host:         beelzebubServiceConfiguration.Plugin.Host,
-						Model:        llmModel,
+						Model:        beelzebubServiceConfiguration.Plugin.LLMModel,
+						Provider:     llmProvider,
 						CustomPrompt: beelzebubServiceConfiguration.Plugin.Prompt,
 					}
 

protocols/strategies/ssh.go

@@ -44,11 +44,12 @@ func (sshStrategy *SSHStrategy) Init(beelzebubServiceConfiguration parser.Beelze
 
 							if command.Plugin == plugins.LLMPluginName {
 
-								llmModel, err := plugins.FromStringToLLMModel(beelzebubServiceConfiguration.Plugin.LLMModel)
+								llmProvider, err := plugins.FromStringToLLMProvider(beelzebubServiceConfiguration.Plugin.LLMProvider)
 
 								if err != nil {
-									log.Errorf("Error fromString: %s", err.Error())
+									log.Errorf("Error: %s", err.Error())
 									commandOutput = "command not found"
+									llmProvider = plugins.OpenAI
 								}
 
 								llmHoneypot := plugins.LLMHoneypot{
@@ -56,7 +57,8 @@ func (sshStrategy *SSHStrategy) Init(beelzebubServiceConfiguration parser.Beelze
 									OpenAIKey:    beelzebubServiceConfiguration.Plugin.OpenAISecretKey,
 									Protocol:     tracer.SSH,
 									Host:         beelzebubServiceConfiguration.Plugin.Host,
-									Model:        llmModel,
+									Model:        beelzebubServiceConfiguration.Plugin.LLMProvider,
+									Provider:     llmProvider,
 									CustomPrompt: beelzebubServiceConfiguration.Plugin.Prompt,
 								}
 
@@ -130,11 +132,11 @@ func (sshStrategy *SSHStrategy) Init(beelzebubServiceConfiguration parser.Beelze
 
 							if command.Plugin == plugins.LLMPluginName {
 
-								llmModel, err := plugins.FromStringToLLMModel(beelzebubServiceConfiguration.Plugin.LLMModel)
+								llmProvider, err := plugins.FromStringToLLMProvider(beelzebubServiceConfiguration.Plugin.LLMProvider)
 
 								if err != nil {
-									log.Errorf("Error fromString: %s", err.Error())
-									commandOutput = "command not found"
+									log.Errorf("Error: %s, fallback OpenAI", err.Error())
+									llmProvider = plugins.OpenAI
 								}
 
 								llmHoneypot := plugins.LLMHoneypot{
@@ -142,7 +144,8 @@ func (sshStrategy *SSHStrategy) Init(beelzebubServiceConfiguration parser.Beelze
 									OpenAIKey:    beelzebubServiceConfiguration.Plugin.OpenAISecretKey,
 									Protocol:     tracer.SSH,
 									Host:         beelzebubServiceConfiguration.Plugin.Host,
-									Model:        llmModel,
+									Model:        beelzebubServiceConfiguration.Plugin.LLMModel,
+									Provider:     llmProvider,
 									CustomPrompt: beelzebubServiceConfiguration.Plugin.Prompt,
 								}