package renderers
import (
"testing"
"github.com/google/go-cmp/cmp"
"github.com/ollama/ollama/api"
)
func TestDeepSeekRenderer(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|><|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 a helpful assistant.<|User|>Hello, how are you?<|Assistant|>`,
},
{
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|>First instruction
Second instruction<|User|>Hello<|Assistant|>`,
},
{
name: "thinking enabled",
messages: []api.Message{
{Role: "user", Content: "Hello, how are you?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>Hello, how are you?<|Assistant|>`,
},
{
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|>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|><|User|>What is the capital of France?<|Assistant|>The capital of France is Paris.<|end▁of▁sentence|><|User|>Fantastic!<|Assistant|>`,
},
{
name: "assistant with tool calls",
messages: []api.Message{
{Role: "user", Content: "What's the weather?"},
{
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|><|User|>What's the weather?<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|>`,
},
{
name: "assistant with content and tool calls",
messages: []api.Message{
{Role: "user", Content: "What's the weather in Paris?"},
{
Role: "assistant",
Content: "I'll check the weather 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|><|User|>What's the weather in Paris?<|Assistant|>I'll check the weather for you.<|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|>`,
},
{
name: "tool response",
messages: []api.Message{
{Role: "user", Content: "What's the weather?"},
{
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|><|User|>What's the weather?<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Temperature: 22°C, Sunny<|tool▁output▁end|>`,
},
{
name: "multiple tool calls",
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|><|User|>Get weather for Paris and London<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"London"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Paris: 22°C, Sunny<|tool▁output▁end|><|tool▁output▁begin|>London: 18°C, Cloudy<|tool▁output▁end|>`,
},
{
name: "content with tag removal",
messages: []api.Message{
{Role: "user", Content: "Think about this"},
{Role: "assistant", Content: "I'm thinking about this.The answer is 42."},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Think about this<|Assistant|>The answer is 42.<|end▁of▁sentence|>`,
},
{
name: "empty system message",
messages: []api.Message{
{Role: "system", Content: ""},
{Role: "user", Content: "Hello"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Hello<|Assistant|>`,
},
{
name: "empty assistant content",
messages: []api.Message{
{Role: "user", Content: "Hello"},
{Role: "assistant", Content: ""},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Hello<|Assistant|><|end▁of▁sentence|>`,
},
{
name: "special characters",
messages: []api.Message{
{Role: "user", Content: "What about <|special|> tokens and \"quotes\"?"},
{Role: "assistant", Content: "They're handled normally."},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>What about <|special|> tokens and "quotes"?<|Assistant|>They're handled normally.<|end▁of▁sentence|>`,
},
{
name: "tool calls with null content",
messages: []api.Message{
{Role: "user", Content: "Get weather"},
{
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|><|User|>Get weather<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|>`,
},
{
name: "assistant after tool context",
messages: []api.Message{
{Role: "user", Content: "Process data"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "process",
Arguments: api.ToolCallFunctionArguments{
"data": "test",
},
},
},
},
},
{Role: "tool", Content: "Success"},
{Role: "assistant", Content: "Done"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Process data<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>process<|tool▁sep|>{"data":"test"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Success<|tool▁output▁end|>Done<|end▁of▁sentence|>`,
},
{
name: "no messages",
messages: []api.Message{},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|>`,
},
{
name: "only system messages",
messages: []api.Message{
{Role: "system", Content: "System instruction"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|>System instruction`,
},
{
name: "multiple think tags in content",
messages: []api.Message{
{Role: "user", Content: "Complex question"},
{Role: "assistant", Content: "First thoughtSecond thoughtFinal answer"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Complex question<|Assistant|>Second thoughtFinal answer<|end▁of▁sentence|>`,
},
{
name: "thinking enabled after tool call - should render thinking",
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"},
{Role: "assistant", Content: "Based on the weather data, it's sunny in Paris."},
{Role: "user", Content: "Now tell me about London weather too."},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>What's the weather in Paris?<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Temperature: 22°C, Sunny<|tool▁output▁end|>Based on the weather data, it's sunny in Paris.<|end▁of▁sentence|><|User|>Now tell me about London weather too.<|Assistant|>`,
},
{
name: "thinking disabled after tool call - should not render thinking",
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"},
{Role: "assistant", Content: "Based on the weather data, it's sunny in Paris."},
{Role: "user", Content: "Now tell me about London weather too."},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>What's the weather in Paris?<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Temperature: 22°C, Sunny<|tool▁output▁end|>Based on the weather data, it's sunny in Paris.<|end▁of▁sentence|><|User|>Now tell me about London weather too.<|Assistant|>`,
},
{
name: "thinking enabled but messages without thinking content",
messages: []api.Message{
{Role: "user", Content: "First question about cats"},
{Role: "assistant", Content: "Cats are wonderful pets."},
{Role: "user", Content: "What about dogs?"},
{Role: "assistant", Content: "Dogs are loyal companions."},
{Role: "user", Content: "Final question about birds"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>First question about cats<|Assistant|>Cats are wonderful pets.<|end▁of▁sentence|><|User|>What about dogs?<|Assistant|>Dogs are loyal companions.<|end▁of▁sentence|><|User|>Final question about birds<|Assistant|>`,
},
{
name: "thinking disabled for all assistant responses",
messages: []api.Message{
{Role: "user", Content: "First question about cats"},
{Role: "assistant", Content: "Cats are wonderful pets."},
{Role: "user", Content: "What about dogs?"},
{Role: "assistant", Content: "Dogs are loyal companions."},
{Role: "user", Content: "Final question about birds"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>First question about cats<|Assistant|>Cats are wonderful pets.<|end▁of▁sentence|><|User|>What about dogs?<|Assistant|>Dogs are loyal companions.<|end▁of▁sentence|><|User|>Final question about birds<|Assistant|>`,
},
{
name: "complex conversation with tool calls and thinking enabled",
messages: []api.Message{
{Role: "user", Content: "Tell me about the weather"},
{Role: "assistant", Content: "I'll check the weather for you."},
{Role: "user", Content: "Actually, get Paris weather specifically"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
},
},
{Role: "tool", Content: "Paris: 22°C, Sunny"},
{Role: "assistant", Content: "The weather in Paris is great!"},
{Role: "user", Content: "What about the forecast for tomorrow?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>Tell me about the weather<|Assistant|>I'll check the weather for you.<|end▁of▁sentence|><|User|>Actually, get Paris weather specifically<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Paris: 22°C, Sunny<|tool▁output▁end|>The weather in Paris is great!<|end▁of▁sentence|><|User|>What about the forecast for tomorrow?<|Assistant|>`,
},
{
name: "tool call without subsequent user message - no thinking",
messages: []api.Message{
{Role: "user", Content: "Get the weather"},
{
Role: "assistant",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Paris",
},
},
},
},
},
{Role: "tool", Content: "22°C, Sunny"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>Get the weather<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Paris"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>22°C, Sunny<|tool▁output▁end|>`,
},
{
name: "messages with thinking content, no thinking in render",
messages: []api.Message{
{Role: "user", Content: "Solve this math problem: 15 * 23"},
{
Role: "assistant",
Content: "The answer is 345.",
Thinking: "Let me calculate 15 * 23. I can break this down: 15 * 20 = 300, and 15 * 3 = 45, so 300 + 45 = 345.",
},
{Role: "user", Content: "What about 12 * 34?"},
},
thinkValue: &api.ThinkValue{Value: false},
expected: `<|begin▁of▁sentence|><|User|>Solve this math problem: 15 * 23<|Assistant|>The answer is 345.<|end▁of▁sentence|><|User|>What about 12 * 34?<|Assistant|>`,
},
{
name: "conversation with mix of thinking and no thinking",
messages: []api.Message{
{Role: "user", Content: "Explain quantum physics"},
{
Role: "assistant",
Content: "Quantum physics is the study of matter and energy at the smallest scales.",
Thinking: "This is a complex topic. I should start with basic concepts and avoid overwhelming technical details.",
},
{Role: "user", Content: "What about photons?"},
{
Role: "assistant",
Content: "Photons are particles of light with no mass.",
},
{Role: "user", Content: "How do they interact with matter?"},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>Explain quantum physics<|Assistant|>Quantum physics is the study of matter and energy at the smallest scales.<|end▁of▁sentence|><|User|>What about photons?<|Assistant|>Photons are particles of light with no mass.<|end▁of▁sentence|><|User|>How do they interact with matter?<|Assistant|>`,
},
{
name: "tool call with thinking content in response",
messages: []api.Message{
{Role: "user", Content: "What's the weather in Tokyo and New York?"},
{
Role: "assistant",
Content: "I'll check the weather for both cities.",
Thinking: "I need to call the weather API for two different cities. Let me make parallel calls.",
ToolCalls: []api.ToolCall{
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "Tokyo",
},
},
},
{
Function: api.ToolCallFunction{
Name: "get_weather",
Arguments: api.ToolCallFunctionArguments{
"location": "New York",
},
},
},
},
},
{Role: "tool", Content: "Tokyo: 18°C, Cloudy"},
{Role: "tool", Content: "New York: 22°C, Sunny"},
{
Role: "assistant",
Content: "Based on the weather data: Tokyo is cloudy at 18°C, while New York is sunny at 22°C.",
Thinking: "The data shows a nice contrast between the two cities. Tokyo is cooler and overcast while NYC has better weather.",
},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>What's the weather in Tokyo and New York?<|Assistant|>I'll check the weather for both cities.<|tool▁calls▁begin|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"Tokyo"}<|tool▁call▁end|><|tool▁call▁begin|>get_weather<|tool▁sep|>{"location":"New York"}<|tool▁call▁end|><|tool▁calls▁end|><|end▁of▁sentence|><|tool▁output▁begin|>Tokyo: 18°C, Cloudy<|tool▁output▁end|><|tool▁output▁begin|>New York: 22°C, Sunny<|tool▁output▁end|>Based on the weather data: Tokyo is cloudy at 18°C, while New York is sunny at 22°C.<|end▁of▁sentence|>`,
},
{
name: "empty thinking field",
messages: []api.Message{
{Role: "user", Content: "Simple question"},
{
Role: "assistant",
Content: "Simple answer.",
Thinking: "", // Empty thinking content
},
},
thinkValue: &api.ThinkValue{Value: true},
expected: `<|begin▁of▁sentence|><|User|>Simple question<|Assistant|>Simple answer.<|end▁of▁sentence|>`,
},
}
renderer := &DeepSeek3Renderer{IsThinking: true, Variant: Deepseek31}
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)
}
})
}
}