streamaccumulator_test.go

package openai_test

import (
	"context"
	"errors"
	"io"
	"net/http"
	"os"
	"strings"
	"testing"

	"github.com/openai/openai-go/v3"
	"github.com/openai/openai-go/v3/internal/testutil"
	"github.com/openai/openai-go/v3/option"
	"github.com/openai/openai-go/v3/shared"
)

// Mock function to simulate weather data retrieval
func getWeather(_ string) string {
	// In a real implementation, this function would call a weather API
	return "Sunny, 25°C"
}

// Since the streamed response is hardcoded, we can hardcode the expected tool call
var expectedToolCall = openai.ChatCompletionMessageFunctionToolCallFunction{
	Arguments: `{"location":"Santorini, Greece"}`,
	Name:      "get_weather",
}

var expectedContents string = `Let's take a journey to the beautiful island of Santorini in Greece.

Santorini is a gem in the Aegean Sea, known for its stunning sunsets, white-washed buildings, and crystal-clear waters. The island's rugged landscape is the result of a volcanic eruption that took place around 3,600 years ago, which gave Santorini its distinct caldera. When you visit the island, you can't miss the picturesque town of Oia, perched high on the cliffs with its narrow streets, blue-domed churches, and panoramic views of the sea. Fira, the island's capital, is buzzing with life, offering a variety of shops, restaurants, and cafes. Don't forget to explore the archaeological site of Akrotiri, an ancient Minoan city preserved in volcanic ash, often referred to as the "Pompeii of the Aegean."

Now, let's check the weather in Santorini.`

func TestStreamingAccumulatorWithToolCalls(t *testing.T) {
	baseURL := "http://localhost:4010"
	if envURL, ok := os.LookupEnv("TEST_API_BASE_URL"); ok {
		baseURL = envURL
	}
	if !testutil.CheckTestServer(t, baseURL) {
		return
	}

	client := openai.NewClient(
		option.WithBaseURL(baseURL),
		option.WithAPIKey("My API Key"),
		option.WithMiddleware(func(req *http.Request, next option.MiddlewareNext) (*http.Response, error) {
			res, _ := next(req)
			res.Body = io.NopCloser(strings.NewReader(mockResponseBody))
			return res, nil
		}),
	)
	stream := client.Chat.Completions.NewStreaming(context.TODO(), openai.ChatCompletionNewParams{
		Messages: []openai.ChatCompletionMessageParamUnion{
			{OfSystem: &openai.ChatCompletionSystemMessageParam{
				Content: openai.ChatCompletionSystemMessageParamContentUnion{
					OfString: openai.String("Tell me a story about a place in Greece, then tell me the weather there."),
				},
				Name: openai.String("initialization"),
			}},
		},
		Model:    openai.ChatModelGPT4o,
		Logprobs: openai.Bool(true),
		StreamOptions: openai.ChatCompletionStreamOptionsParam{
			IncludeUsage: openai.Bool(true),
		},
		Tools: []openai.ChatCompletionToolUnionParam{{
			OfFunction: &openai.ChatCompletionFunctionToolParam{
				Function: shared.FunctionDefinitionParam{
					Name:        "get_weather",
					Description: openai.String("gets weather data"),
					Parameters: openai.FunctionParameters{
						"type": "object",
						"properties": map[string]interface{}{
							"location": map[string]string{
								"type": "string",
							},
						},
						"required":             []string{"location"},
						"additionalProperties": false,
					},
					Strict: openai.Bool(true),
				},
			},
		}},
		User: openai.String("user-1234"),
	})

	acc := openai.ChatCompletionAccumulator{}

	var err error

	anythingFinished := false

	for stream.Next() {
		chunk := stream.Current()
		if !acc.AddChunk(chunk) {
			err = errors.New("Chunk was not incorporated correctly")
			break
		}

		if _, ok := acc.JustFinishedContent(); ok {
			anythingFinished = true
		}
		if _, ok := acc.JustFinishedToolCall(); ok {
			anythingFinished = true
		}
		if _, ok := acc.JustFinishedRefusal(); ok {
			anythingFinished = true
		}
	}

	if err == nil {
		err = stream.Err()
	}

	if err != nil {
		var apierr *openai.Error
		if errors.As(err, &apierr) {
			t.Log(string(apierr.DumpRequest(true)))
		}
		t.Fatalf("err should be nil: %s", err.Error())
	}

	if acc.Choices == nil || len(acc.Choices) == 0 {
		t.Fatal("No choices in accumulation")
	}

	if acc.Choices[0].Message.Content != expectedContents {
		t.Logf("%v", []byte(acc.Choices[0].Message.Content))
		t.Logf("%v", []byte(expectedContents))
		t.Fatalf("Found unexpected content")
	}

	if expectedToolCall.Arguments != acc.Choices[0].Message.ToolCalls[0].Function.Arguments || expectedToolCall.Name != acc.Choices[0].Message.ToolCalls[0].Function.Name {
		t.Fatalf("Found unexpected tool call %v %v", acc.Choices[0].Message.ToolCalls[0].Function.Arguments, acc.Choices[0].Message.ToolCalls[0].Function.Name)
	}

	if !anythingFinished {
		t.Fatalf("No finish events sent in accumulation")
	}
}

func TestAccumulateTokenDetails(t *testing.T) {
	baseURL := "http://localhost:4010"
	if envURL, ok := os.LookupEnv("TEST_API_BASE_URL"); ok {
		baseURL = envURL
	}
	if !testutil.CheckTestServer(t, baseURL) {
		return
	}

	client := openai.NewClient(
		option.WithBaseURL(baseURL),
		option.WithAPIKey("My API Key"),
		option.WithMiddleware(func(req *http.Request, next option.MiddlewareNext) (*http.Response, error) {
			res, err := next(req)
			if err != nil {
				return nil, err
			}
			res.Body = io.NopCloser(strings.NewReader(mockResponseBody))
			return res, nil
		}),
	)

	stream := client.Chat.Completions.NewStreaming(context.TODO(), openai.ChatCompletionNewParams{
		Messages: []openai.ChatCompletionMessageParamUnion{
			{OfUser: &openai.ChatCompletionUserMessageParam{
				Content: openai.ChatCompletionUserMessageParamContentUnion{
					OfString: openai.String("Tell me about Greece"),
				},
			}},
		},
		Model: openai.ChatModelGPT4o,
		StreamOptions: openai.ChatCompletionStreamOptionsParam{
			IncludeUsage: openai.Bool(true),
		},
	})

	acc := openai.ChatCompletionAccumulator{}
	for stream.Next() {
		chunk := stream.Current()
		if !acc.AddChunk(chunk) {
			t.Fatal("Failed to accumulate chunk")
		}
	}

	if err := stream.Err(); err != nil {
		t.Fatalf("Stream error: %v", err)
	}

	// First chunk: prompt=10, completion=100, total=110
	// + Second chunk: prompt=0, completion=50, total=50
	// = Accumulated: prompt=10, completion=150, total=160
	if acc.Usage.PromptTokens != 10 {
		t.Errorf("PromptTokens: expected 10, got %d", acc.Usage.PromptTokens)
	}
	if acc.Usage.CompletionTokens != 150 {
		t.Errorf("CompletionTokens: expected 150, got %d", acc.Usage.CompletionTokens)
	}
	if acc.Usage.TotalTokens != 160 {
		t.Errorf("TotalTokens: expected 160, got %d", acc.Usage.TotalTokens)
	}

	// First chunk: reasoning=5, audio=2, accepted=8, rejected=1
	// + Second chunk: reasoning=3, audio=1, accepted=4, rejected=2
	// = Accumulated: reasoning=8, audio=3, accepted=12, rejected=3
	if acc.Usage.CompletionTokensDetails.ReasoningTokens != 8 {
		t.Errorf("CompletionTokensDetails.ReasoningTokens: expected 8, got %d", acc.Usage.CompletionTokensDetails.ReasoningTokens)
	}
	if acc.Usage.CompletionTokensDetails.AudioTokens != 3 {
		t.Errorf("CompletionTokensDetails.AudioTokens: expected 3, got %d", acc.Usage.CompletionTokensDetails.AudioTokens)
	}
	if acc.Usage.CompletionTokensDetails.AcceptedPredictionTokens != 12 {
		t.Errorf("CompletionTokensDetails.AcceptedPredictionTokens: expected 12, got %d", acc.Usage.CompletionTokensDetails.AcceptedPredictionTokens)
	}
	if acc.Usage.CompletionTokensDetails.RejectedPredictionTokens != 3 {
		t.Errorf("CompletionTokensDetails.RejectedPredictionTokens: expected 3, got %d", acc.Usage.CompletionTokensDetails.RejectedPredictionTokens)
	}

	// First chunk: audio=3, cached=20
	// + Second chunk: audio=0, cached=10
	// = Accumulated: audio=3, cached=30
	if acc.Usage.PromptTokensDetails.AudioTokens != 3 {
		t.Errorf("PromptTokensDetails.AudioTokens: expected 3, got %d", acc.Usage.PromptTokensDetails.AudioTokens)
	}
	if acc.Usage.PromptTokensDetails.CachedTokens != 30 {
		t.Errorf("PromptTokensDetails.CachedTokens: expected 30, got %d", acc.Usage.PromptTokensDetails.CachedTokens)
	}
}

func TestAccumulatorNegativeToolCallIndex(t *testing.T) {
	acc := openai.ChatCompletionAccumulator{}
	chunk := openai.ChatCompletionChunk{}

	// Some OpenAI-compatible providers (e.g., AWS Bedrock) return tool calls with index -1.
	json := `{"id":"test","object":"chat.completion.chunk","created":0,"model":"test","choices":[{"index":0,"delta":{"tool_calls":[{"id":"call_123","index":-1,"type":"function","function":{"name":"test_func","arguments":"{}"}}]}}]}`
	if err := chunk.UnmarshalJSON([]byte(json)); err != nil {
		t.Fatalf("Failed to unmarshal chunk: %v", err)
	}

	if !acc.AddChunk(chunk) {
		t.Fatal("AddChunk returned false")
	}

	if len(acc.Choices) != 1 || len(acc.Choices[0].Message.ToolCalls) != 1 {
		t.Fatal("Expected 1 choice with 1 tool call")
	}
	if acc.Choices[0].Message.ToolCalls[0].Function.Name != "test_func" {
		t.Errorf("Expected tool call name 'test_func', got %q", acc.Choices[0].Message.ToolCalls[0].Function.Name)
	}
}

func TestAccumulatorEmptyToolCallsArray(t *testing.T) {
	acc := openai.ChatCompletionAccumulator{}
	chunk := openai.ChatCompletionChunk{}
	chunk.UnmarshalJSON([]byte(`{"id":"test","choices":[{"index":0,"delta":{"tool_calls":[]}}]}`))
	acc.AddChunk(chunk)
}

// manually created on 11/3/2024
var mockResponseBody = `data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":{"content":[],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"Let's"},"logprobs":{"content":[{"token":"Let's","logprob":-2.3433902,"bytes":[76,101,116,39,115],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" take"},"logprobs":{"content":[{"token":" take","logprob":-2.0225642,"bytes":[32,116,97,107,101],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" a"},"logprobs":{"content":[{"token":" a","logprob":-0.009433285,"bytes":[32,97],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" journey"},"logprobs":{"content":[{"token":" journey","logprob":-0.10697952,"bytes":[32,106,111,117,114,110,101,121],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" to"},"logprobs":{"content":[{"token":" to","logprob":-0.0023115498,"bytes":[32,116,111],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" the"},"logprobs":{"content":[{"token":" the","logprob":-0.5783461,"bytes":[32,116,104,101],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" beautiful"},"logprobs":{"content":[{"token":" beautiful","logprob":-1.2464501,"bytes":[32,98,101,97,117,116,105,102,117,108],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" island"},"logprobs":{"content":[{"token":" island","logprob":-0.11082827,"bytes":[32,105,115,108,97,110,100],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" of"},"logprobs":{"content":[{"token":" of","logprob":-5.3193703e-6,"bytes":[32,111,102],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" Sant"},"logprobs":{"content":[{"token":" Sant","logprob":-0.058394875,"bytes":[32,83,97,110,116],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"orini"},"logprobs":{"content":[{"token":"orini","logprob":0.0,"bytes":[111,114,105,110,105],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" in"},"logprobs":{"content":[{"token":" in","logprob":-0.76883507,"bytes":[32,105,110],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" Greece"},"logprobs":{"content":[{"token":" Greece","logprob":-0.0003801489,"bytes":[32,71,114,101,101,99,101],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":".\n\n"},"logprobs":{"content":[{"token":".\n\n","logprob":-0.17490852,"bytes":[46,10,10],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"Sant"},"logprobs":{"content":[{"token":"Sant","logprob":-1.6702999,"bytes":[83,97,110,116],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"orini"},"logprobs":{"content":[{"token":"orini","logprob":-5.5122365e-7,"bytes":[111,114,105,110,105],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" is"},"logprobs":{"content":[{"token":" is","logprob":-1.0545638,"bytes":[32,105,115],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" a"},"logprobs":{"content":[{"token":" a","logprob":-1.7354689,"bytes":[32,97],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" gem"},"logprobs":{"content":[{"token":" gem","logprob":-1.9755802,"bytes":[32,103,101,109],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" in"},"logprobs":{"content":[{"token":" in","logprob":-0.5036636,"bytes":[32,105,110],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" the"},"logprobs":{"content":[{"token":" the","logprob":-0.000013067608,"bytes":[32,116,104,101],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" A"},"logprobs":{"content":[{"token":" A","logprob":-0.0115876645,"bytes":[32,65],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"ege"},"logprobs":{"content":[{"token":"ege","logprob":0.0,"bytes":[101,103,101],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":"an"},"logprobs":{"content":[{"token":"an","logprob":0.0,"bytes":[97,110],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" Sea"},"logprobs":{"content":[{"token":" Sea","logprob":-0.00016647171,"bytes":[32,83,101,97],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":","},"logprobs":{"content":[{"token":",","logprob":-0.06300592,"bytes":[44],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" known"},"logprobs":{"content":[{"token":" known","logprob":-0.5851157,"bytes":[32,107,110,111,119,110],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" for"},"logprobs":{"content":[{"token":" for","logprob":-0.00074875605,"bytes":[32,102,111,114],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-A3Tguz3LSXTHBTY2NAPBCSyfBltxF","object":"chat.completion.chunk","created":1725392480,"model":"gpt-4o-2024-05-13","system_fingerprint":"fp_157b3831f5","choices":[{"index":0,"delta":{"content":" its"},"logprobs":{"content":[{"token":" its","logprob":-9.253091e-6,"bytes":[32,105,116,115],"top_logprobs":[]}],"refusal":null},"finish_reason":null}],"usage":null}

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