ollama/model/renderers/cogito_test.go

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package renderers
import (
"testing"
"github.com/google/go-cmp/cmp"
"github.com/ollama/ollama/api"
)
func TestCogitoRenderer(t *testing.T) {
tests := []struct {
name string
messages []api.Message
tools []api.Tool
thinkValue *api.ThinkValue
expected string
}{
{
name: "basic user message",
messages: []api.Message{
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello, how are you?<Assistant>`,
},
{
name: "basic with system message",
messages: []api.Message{
{Role: "system", Content: "You are a helpful assistant."},
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a helpful assistant.<User>Hello, how are you?<Assistant>`,
},
{
name: "conversation with assistant response",
messages: []api.Message{
{Role: "user", Content: "What is the capital of France?"},
{Role: "assistant", Content: "The capital of France is Paris."},
{Role: "user", Content: "Fantastic!"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>What is the capital of France?<Assistant>The capital of France is Paris.<end▁of▁sentence><User>Fantastic!<Assistant>`,
},
{
name: "thinking enabled without system",
messages: []api.Message{
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello, how are you?<Assistant><think>
`,
},
{
name: "thinking enabled with system",
messages: []api.Message{
{Role: "system", Content: "You are a helpful assistant."},
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a helpful assistant.
<User>Hello, how are you?<Assistant><think>
`,
},
{
name: "thinking disabled",
messages: []api.Message{
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello, how are you?<Assistant>`,
},
{
name: "with tools",
messages: []api.Message{
{Role: "user", Content: "What's the weather like?"},
},
thinkValue: &api.ThinkValue{Value: false},
tools: []api.Tool{
{
Type: "function",
Function: api.ToolFunction{
Name: "get_weather",
Description: "Get current weather",
Parameters: api.ToolFunctionParameters{
Type: "object",
Properties: map[string]api.ToolProperty{
"location": {
Type: api.PropertyType{"string"},
Description: "City name",
},
},
Required: []string{"location"},
},
},
},
},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You have the following functions available:
` + "```json\n" + `{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get current weather",
"parameters": {
"type": "object",
"required": [
"location"
],
"properties": {
"location": {
"type": "string",
"description": "City name"
}
}
}
}
}
` + "```\n" + `<User>What's the weather like?<Assistant>`,
},
{
name: "assistant with tool calls",
messages: []api.Message{
{Role: "user", Content: "What's the weather in Paris?"},
{
Role: "assistant",
Content: "I'll check the weather in Paris for you.",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
},
},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>What's the weather in Paris?<Assistant>I'll check the weather in Paris for you.<tool▁calls▁begin><tool▁call▁begin>function<tool▁sep>get_weather
` + "```json\n" + `{"location":"Paris"}
` + "```" + `<tool▁call▁end><tool▁calls▁end><end▁of▁sentence><Assistant>`,
},
{
name: "tool response",
messages: []api.Message{
{Role: "user", Content: "What's the weather in Paris?"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
},
},
{Role: "tool", Content: "Temperature: 22°C, Sunny"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>What's the weather in Paris?<Assistant><tool▁calls▁begin><tool▁call▁begin>function<tool▁sep>get_weather
` + "```json\n" + `{"location":"Paris"}
` + "```" + `<tool▁call▁end><tool▁calls▁end><end▁of▁sentence><tool▁outputs▁begin><tool▁output▁begin>Temperature: 22°C, Sunny<tool▁output▁end><tool▁outputs▁end><Assistant>`,
},
{
name: "multiple tool responses",
messages: []api.Message{
{Role: "user", Content: "Get weather for Paris and London"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "London",
},
},
},
},
},
{Role: "tool", Content: "Paris: 22°C, Sunny"},
{Role: "tool", Content: "London: 18°C, Cloudy"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Get weather for Paris and London<Assistant><tool▁calls▁begin><tool▁call▁begin>function<tool▁sep>get_weather
` + "```json\n" + `{"location":"Paris"}
` + "```" + `<tool▁call▁end>
<tool▁call▁begin>function<tool▁sep>get_weather
` + "```json\n" + `{"location":"London"}
` + "```" + `<tool▁call▁end><tool▁calls▁end><end▁of▁sentence><tool▁outputs▁begin><tool▁output▁begin>Paris: 22°C, Sunny<tool▁output▁end>
<tool▁output▁begin>London: 18°C, Cloudy<tool▁output▁end><tool▁outputs▁end><Assistant>`,
},
{
name: "thinking with tools",
messages: []api.Message{
{Role: "user", Content: "What's the weather like?"},
},
tools: []api.Tool{
{
Type: "function",
Function: api.ToolFunction{
Name: "get_weather",
Description: "Get current weather",
Parameters: api.ToolFunctionParameters{
Type: "object",
Properties: map[string]api.ToolProperty{
"location": {
Type: api.PropertyType{"string"},
Description: "City name",
},
},
Required: []string{"location"},
},
},
},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You have the following functions available:
` + "```json\n" + `{
"type": "function",
"function": {
"name": "get_weather",
"description": "Get current weather",
"parameters": {
"type": "object",
"required": [
"location"
],
"properties": {
"location": {
"type": "string",
"description": "City name"
}
}
}
}
}
` + "```\n" + `<User>What's the weather like?<Assistant><think>
`,
},
// test cases based on cogito
{
name: "single_turn_thinking_false",
messages: []api.Message{
{Role: "user", Content: "Hello"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello<Assistant>`,
},
{
name: "single_turn_thinking_true",
messages: []api.Message{
{Role: "user", Content: "Hello"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello<Assistant><think>
`,
},
{
name: "multi_turn_thinking_false",
messages: []api.Message{
{Role: "user", Content: "Hello"},
{Role: "assistant", Content: "Hi there!"},
{Role: "user", Content: "How are you?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello<Assistant>Hi there!<end▁of▁sentence><User>How are you?<Assistant>`,
},
{
name: "multi_turn_thinking_true",
messages: []api.Message{
{Role: "user", Content: "Hello"},
{Role: "assistant", Content: "Hi there!"},
{Role: "user", Content: "How are you?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello<Assistant>Hi there!<end▁of▁sentence><User>How are you?<Assistant><think>
`,
},
{
name: "multi_with_system_thinking_false",
messages: []api.Message{
{Role: "system", Content: "You are a helpful assistant"},
{Role: "user", Content: "Start"},
{Role: "assistant", Content: "Okay"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a helpful assistant<User>Start<Assistant>Okay<end▁of▁sentence><Assistant>`,
},
{
name: "multi_with_system_thinking_true",
messages: []api.Message{
{Role: "system", Content: "You are a helpful assistant"},
{Role: "user", Content: "Start"},
{Role: "assistant", Content: "Okay"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a helpful assistant
<User>Start<Assistant>Okay<end▁of▁sentence><Assistant><think>
`,
},
{
name: "multi_with_system2_thinking_false",
messages: []api.Message{
{Role: "system", Content: "You are a pirate chatbot who always responds in pirate speak!"},
{Role: "user", Content: "Give me a short introduction to LLMs."},
{Role: "assistant", Content: "Arrr! I'm a pirate"},
{Role: "user", Content: "Tell me more about LLMs."},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a pirate chatbot who always responds in pirate speak!<User>Give me a short introduction to LLMs.<Assistant>Arrr! I'm a pirate<end▁of▁sentence><User>Tell me more about LLMs.<Assistant>`,
},
{
name: "multi_with_system2_thinking_true",
messages: []api.Message{
{Role: "system", Content: "You are a pirate chatbot who always responds in pirate speak!"},
{Role: "user", Content: "Give me a short introduction to LLMs."},
{Role: "assistant", Content: "Arrr! I'm a pirate"},
{Role: "user", Content: "Tell me more about LLMs."},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
You are a pirate chatbot who always responds in pirate speak!
<User>Give me a short introduction to LLMs.<Assistant>Arrr! I'm a pirate<end▁of▁sentence><User>Tell me more about LLMs.<Assistant><think>
`,
},
// tools
{
name: "tool_calls_only_no_content",
messages: []api.Message{
{Role: "user", Content: "Get weather for Paris"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
},
},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Get weather for Paris<Assistant><tool▁calls▁begin><tool▁call▁begin>function<tool▁sep>get_weather
` + "```json\n" + `{"location":"Paris"}
` + "```" + `<tool▁call▁end><tool▁calls▁end><end▁of▁sentence><Assistant>`,
},
{
name: "complex_tool_arguments",
messages: []api.Message{
{Role: "user", Content: "Process complex data"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "process_data",
Arguments: api.ToolCallFunctionArguments{
"items": []any{"item1", "item2", "item3"},
"config": map[string]any{
"enabled": true,
"threshold": 0.95,
"tags": []string{"important", "urgent"},
},
},
},
},
},
},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Process complex data<Assistant><tool▁calls▁begin><tool▁call▁begin>function<tool▁sep>process_data
` + "```json\n" + `{"config":{"enabled":true,"tags":["important","urgent"],"threshold":0.95},"items":["item1","item2","item3"]}
` + "```" + `<tool▁call▁end><tool▁calls▁end><end▁of▁sentence><Assistant>`,
},
{
name: "empty_messages",
messages: []api.Message{
{Role: "system", Content: ""},
{Role: "user", Content: "Hello"},
{Role: "assistant", Content: ""},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hello<Assistant><end▁of▁sentence><Assistant>`,
},
{
name: "thinking_with_empty_assistant_content",
messages: []api.Message{
{Role: "user", Content: "Think about this"},
{Role: "assistant", Content: ""},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<begin▁of▁sentence>Enable deep thinking subroutine.
You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Think about this<Assistant><end▁of▁sentence><Assistant><think>
`,
},
{
name: "multiple_system_messages",
messages: []api.Message{
{Role: "system", Content: "First instruction"},
{Role: "system", Content: "Second instruction"},
{Role: "user", Content: "Hello"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
First instruction<User>Hello<Assistant>`,
},
{
name: "special_characters_in_content",
messages: []api.Message{
{Role: "user", Content: "What about <|special|> tokens and \"quotes\"?"},
{Role: "assistant", Content: "They're handled normally in content."},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>What about <|special|> tokens and "quotes"?<Assistant>They're handled normally in content.<end▁of▁sentence><Assistant>`,
},
{
name: "long_conversation_multiple_rounds",
messages: []api.Message{
{Role: "user", Content: "Hi"},
{Role: "assistant", Content: "Hello!"},
{Role: "user", Content: "How are you?"},
{Role: "assistant", Content: "Good, thanks!"},
{Role: "user", Content: "What's the weather?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<begin▁of▁sentence>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<User>Hi<Assistant>Hello!<end▁of▁sentence><User>How are you?<Assistant>Good, thanks!<end▁of▁sentence><User>What's the weather?<Assistant>`,
},
}
renderer := &CogitoRenderer{isThinking: true}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
rendered, err := renderer.Render(tt.messages, tt.tools, tt.thinkValue)
if err != nil {
t.Fatalf("Render() error = %v", err)
}
if diff := cmp.Diff(tt.expected, rendered); diff != "" {
t.Errorf("Render() mismatch (-want +got):\n%s", diff)
}
})
}
}