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Renderer for Cogito v2 (#13139)
This commit is contained in:
Grace
491
model/renderers/cogito_test.go
Normal file
491
model/renderers/cogito_test.go
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@@ -0,0 +1,491 @@
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package renderers
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import (
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"testing"
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"github.com/google/go-cmp/cmp"
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"github.com/ollama/ollama/api"
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)
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func TestCogitoRenderer(t *testing.T) {
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tests := []struct {
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name string
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messages []api.Message
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tools []api.Tool
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thinkValue *api.ThinkValue
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expected string
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}{
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{
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name: "basic user message",
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messages: []api.Message{
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{Role: "user", Content: "Hello, how are you?"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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｜>`,
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},
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{
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name: "basic with system message",
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messages: []api.Message{
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{Role: "system", Content: "You are a helpful assistant."},
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{Role: "user", Content: "Hello, how are you?"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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expected: `<｜begin▁of▁sentence｜>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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You are a helpful assistant.<｜User｜>Hello, how are you?<｜Assistant｜>`,
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},
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{
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name: "conversation with assistant response",
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messages: []api.Message{
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{Role: "user", Content: "What is the capital of France?"},
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{Role: "assistant", Content: "The capital of France is Paris."},
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{Role: "user", Content: "Fantastic!"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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｜>`,
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},
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{
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name: "thinking enabled without system",
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messages: []api.Message{
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{Role: "user", Content: "Hello, how are you?"},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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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>
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`,
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},
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{
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name: "thinking enabled with system",
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messages: []api.Message{
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{Role: "system", Content: "You are a helpful assistant."},
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{Role: "user", Content: "Hello, how are you?"},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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You are a helpful assistant.
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<｜User｜>Hello, how are you?<｜Assistant｜><think>
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`,
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},
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{
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name: "thinking disabled",
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messages: []api.Message{
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{Role: "user", Content: "Hello, how are you?"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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｜>`,
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},
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{
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name: "with tools",
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messages: []api.Message{
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{Role: "user", Content: "What's the weather like?"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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tools: []api.Tool{
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{
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Type: "function",
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Function: api.ToolFunction{
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Name: "get_weather",
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Description: "Get current weather",
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Parameters: api.ToolFunctionParameters{
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Type: "object",
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Properties: map[string]api.ToolProperty{
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"location": {
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Type: api.PropertyType{"string"},
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Description: "City name",
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},
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},
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Required: []string{"location"},
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},
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},
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},
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},
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expected: `<｜begin▁of▁sentence｜>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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You have the following functions available:
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` + "```json\n" + `{
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"type": "function",
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"function": {
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"name": "get_weather",
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"description": "Get current weather",
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"parameters": {
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"type": "object",
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"required": [
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"location"
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],
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"properties": {
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"location": {
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"type": "string",
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"description": "City name"
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}
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}
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}
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}
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}
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` + "```\n" + `<｜User｜>What's the weather like?<｜Assistant｜>`,
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},
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{
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name: "assistant with tool calls",
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messages: []api.Message{
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{Role: "user", Content: "What's the weather in Paris?"},
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{
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Role: "assistant",
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Content: "I'll check the weather in Paris for you.",
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ToolCalls: []api.ToolCall{
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{
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Function: api.ToolCallFunction{
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Name: "get_weather",
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Arguments: api.ToolCallFunctionArguments{
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"location": "Paris",
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},
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},
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},
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},
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},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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
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` + "```json\n" + `{"location":"Paris"}
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` + "```" + `<｜tool▁call▁end｜><｜tool▁calls▁end｜><｜end▁of▁sentence｜><｜Assistant｜>`,
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},
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{
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name: "tool response",
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messages: []api.Message{
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{Role: "user", Content: "What's the weather in Paris?"},
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{
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Role: "assistant",
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ToolCalls: []api.ToolCall{
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{
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Function: api.ToolCallFunction{
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Name: "get_weather",
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Arguments: api.ToolCallFunctionArguments{
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"location": "Paris",
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},
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},
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},
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},
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},
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{Role: "tool", Content: "Temperature: 22°C, Sunny"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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
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` + "```json\n" + `{"location":"Paris"}
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` + "```" + `<｜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｜>`,
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},
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{
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name: "multiple tool responses",
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messages: []api.Message{
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{Role: "user", Content: "Get weather for Paris and London"},
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{
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Role: "assistant",
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ToolCalls: []api.ToolCall{
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{
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Function: api.ToolCallFunction{
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Name: "get_weather",
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Arguments: api.ToolCallFunctionArguments{
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"location": "Paris",
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},
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},
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},
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{
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Function: api.ToolCallFunction{
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Name: "get_weather",
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Arguments: api.ToolCallFunctionArguments{
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"location": "London",
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},
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},
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},
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},
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},
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{Role: "tool", Content: "Paris: 22°C, Sunny"},
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{Role: "tool", Content: "London: 18°C, Cloudy"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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
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` + "```json\n" + `{"location":"Paris"}
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` + "```" + `<｜tool▁call▁end｜>
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<｜tool▁call▁begin｜>function<｜tool▁sep｜>get_weather
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` + "```json\n" + `{"location":"London"}
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` + "```" + `<｜tool▁call▁end｜><｜tool▁calls▁end｜><｜end▁of▁sentence｜><｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>Paris: 22°C, Sunny<｜tool▁output▁end｜>
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<｜tool▁output▁begin｜>London: 18°C, Cloudy<｜tool▁output▁end｜><｜tool▁outputs▁end｜><｜Assistant｜>`,
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},
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{
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name: "thinking with tools",
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messages: []api.Message{
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{Role: "user", Content: "What's the weather like?"},
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},
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tools: []api.Tool{
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{
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Type: "function",
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Function: api.ToolFunction{
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Name: "get_weather",
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Description: "Get current weather",
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Parameters: api.ToolFunctionParameters{
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Type: "object",
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Properties: map[string]api.ToolProperty{
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"location": {
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Type: api.PropertyType{"string"},
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Description: "City name",
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},
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},
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Required: []string{"location"},
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},
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},
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},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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You have the following functions available:
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` + "```json\n" + `{
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"type": "function",
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"function": {
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"name": "get_weather",
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"description": "Get current weather",
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"parameters": {
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"type": "object",
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"required": [
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"location"
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],
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"properties": {
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"location": {
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"type": "string",
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"description": "City name"
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}
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}
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}
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}
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}
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` + "```\n" + `<｜User｜>What's the weather like?<｜Assistant｜><think>
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`,
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},
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// test cases based on cogito
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{
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name: "single_turn_thinking_false",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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｜>`,
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},
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{
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name: "single_turn_thinking_true",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.<｜User｜>Hello<｜Assistant｜><think>
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`,
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},
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{
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name: "multi_turn_thinking_false",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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{Role: "assistant", Content: "Hi there!"},
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{Role: "user", Content: "How are you?"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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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｜>`,
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},
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{
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name: "multi_turn_thinking_true",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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{Role: "assistant", Content: "Hi there!"},
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{Role: "user", Content: "How are you?"},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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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>
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`,
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},
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{
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name: "multi_with_system_thinking_false",
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messages: []api.Message{
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{Role: "system", Content: "You are a helpful assistant"},
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{Role: "user", Content: "Start"},
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{Role: "assistant", Content: "Okay"},
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},
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thinkValue: &api.ThinkValue{Value: false},
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expected: `<｜begin▁of▁sentence｜>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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You are a helpful assistant<｜User｜>Start<｜Assistant｜>Okay<｜end▁of▁sentence｜><｜Assistant｜>`,
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},
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{
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name: "multi_with_system_thinking_true",
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messages: []api.Message{
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{Role: "system", Content: "You are a helpful assistant"},
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{Role: "user", Content: "Start"},
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{Role: "assistant", Content: "Okay"},
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},
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thinkValue: &api.ThinkValue{Value: true},
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expected: `<｜begin▁of▁sentence｜>Enable deep thinking subroutine.
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You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
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||||
You are a helpful assistant
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<｜User｜>Start<｜Assistant｜>Okay<｜end▁of▁sentence｜><｜Assistant｜><think>
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`,
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},
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{
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name: "multi_with_system2_thinking_false",
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messages: []api.Message{
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{Role: "system", Content: "You are a pirate chatbot who always responds in pirate speak!"},
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{Role: "user", Content: "Give me a short introduction to LLMs."},
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{Role: "assistant", Content: "Arrr! I'm a pirate"},
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{Role: "user", Content: "Tell me more about LLMs."},
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},
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thinkValue: &api.ThinkValue{Value: false},
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expected: `<｜begin▁of▁sentence｜>You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco.
|
||||
|
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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｜>`,
|
||||
},
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||||
{
|
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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>
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`,
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||||
},
|
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// tools
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||||
{
|
||||
name: "tool_calls_only_no_content",
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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)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user