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feat(genai): Add samples for live ground, func call and structured generation #5396
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// Copyright 2025 Google LLC | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
|
||
package live | ||
|
||
import ( | ||
"bytes" | ||
"testing" | ||
|
||
"github.com/GoogleCloudPlatform/golang-samples/internal/testutil" | ||
) | ||
|
||
func TestLiveGeneration(t *testing.T) { | ||
tc := testutil.SystemTest(t) | ||
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||
t.Setenv("GOOGLE_GENAI_USE_VERTEXAI", "1") | ||
t.Setenv("GOOGLE_CLOUD_LOCATION", "us-central1") | ||
t.Setenv("GOOGLE_CLOUD_PROJECT", tc.ProjectID) | ||
|
||
buf := new(bytes.Buffer) | ||
t.Run("generate Content in live ground googsearch", func(t *testing.T) { | ||
buf.Reset() | ||
err := generateGroundSearchWithTxt(buf) | ||
if err != nil { | ||
t.Fatalf("generateGroundSearchWithTxt failed: %v", err) | ||
} | ||
|
||
output := buf.String() | ||
if output == "" { | ||
t.Error("expected non-empty output, got empty") | ||
} | ||
}) | ||
|
||
t.Run("live Function Call With Text in live", func(t *testing.T) { | ||
buf.Reset() | ||
err := generateLiveFuncCallWithTxt(buf) | ||
if err != nil { | ||
t.Fatalf("generateLiveFuncCallWithTxt failed: %v", err) | ||
} | ||
|
||
output := buf.String() | ||
if output == "" { | ||
t.Error("expected non-empty output, got empty") | ||
} | ||
}) | ||
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||
t.Run("generate structured output with txt", func(t *testing.T) { | ||
buf.Reset() | ||
if err := generateStructuredOutputWithTxt(buf); err != nil { | ||
t.Fatalf("generateStructuredOutputWithTxt failed: %v", err) | ||
} | ||
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||
output := buf.String() | ||
if output == "" { | ||
t.Error("expected non-empty output, got empty") | ||
} | ||
}) | ||
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} |
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// Copyright 2025 Google LLC | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// https://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
|
||
// Package live shows how to use the GenAI SDK to generate text with live resources. | ||
package live | ||
|
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// [START googlegenaisdk_live_func_call_with_txt] | ||
import ( | ||
"context" | ||
"fmt" | ||
"io" | ||
|
||
"google.golang.org/genai" | ||
) | ||
|
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// generateLiveFuncCallWithTxt demonstrates using a live Gemini model | ||
// that performs function calls and handles responses. | ||
func generateLiveFuncCallWithTxt(w io.Writer) error { | ||
ctx := context.Background() | ||
|
||
client, err := genai.NewClient(ctx, &genai.ClientConfig{ | ||
HTTPOptions: genai.HTTPOptions{APIVersion: "v1"}, | ||
}) | ||
if err != nil { | ||
return fmt.Errorf("failed to create genai client: %w", err) | ||
} | ||
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modelID := "gemini-2.0-flash-live-preview-04-09" | ||
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// Define simple function declarations. | ||
turnOnLights := &genai.FunctionDeclaration{Name: "turn_on_the_lights"} | ||
turnOffLights := &genai.FunctionDeclaration{Name: "turn_off_the_lights"} | ||
|
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config := &genai.LiveConnectConfig{ | ||
ResponseModalities: []genai.Modality{genai.ModalityText}, | ||
Tools: []*genai.Tool{ | ||
{ | ||
FunctionDeclarations: []*genai.FunctionDeclaration{ | ||
turnOnLights, | ||
turnOffLights, | ||
}, | ||
}, | ||
}, | ||
} | ||
|
||
session, err := client.Live.Connect(ctx, modelID, config) | ||
if err != nil { | ||
return fmt.Errorf("failed to connect live session: %w", err) | ||
} | ||
defer session.Close() | ||
|
||
textInput := "Turn on the lights please" | ||
fmt.Fprintf(w, "> %s\n\n", textInput) | ||
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// Send the user's text as a live content message. | ||
if err := session.SendClientContent(genai.LiveClientContentInput{ | ||
Turns: []*genai.Content{ | ||
{ | ||
Role: "user", | ||
Parts: []*genai.Part{ | ||
{Text: textInput}, | ||
}, | ||
}, | ||
}, | ||
}); err != nil { | ||
return fmt.Errorf("failed to send client content: %w", err) | ||
} | ||
|
||
for { | ||
chunk, err := session.Receive() | ||
if err == io.EOF { | ||
break | ||
} | ||
if err != nil { | ||
return fmt.Errorf("error receiving chunk: %w", err) | ||
} | ||
|
||
// Handle model-generated content | ||
if chunk.ServerContent != nil && chunk.ServerContent.ModelTurn != nil { | ||
for _, part := range chunk.ServerContent.ModelTurn.Parts { | ||
if part.Text != "" { | ||
fmt.Fprint(w, part.Text) | ||
} | ||
} | ||
} | ||
|
||
// Handle tool (function) calls | ||
if chunk.ToolCall != nil { | ||
var functionResponses []*genai.FunctionResponse | ||
for _, fc := range chunk.ToolCall.FunctionCalls { | ||
functionResponse := &genai.FunctionResponse{ | ||
Name: fc.Name, | ||
Response: map[string]any{ | ||
"result": "ok", | ||
}, | ||
} | ||
functionResponses = append(functionResponses, functionResponse) | ||
fmt.Fprintln(w, functionResponse.Response["result"]) | ||
} | ||
|
||
if err := session.SendToolResponse(genai.LiveToolResponseInput{ | ||
FunctionResponses: functionResponses, | ||
}); err != nil { | ||
return fmt.Errorf("failed to send tool response: %w", err) | ||
} | ||
} | ||
} | ||
|
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// Example output: | ||
// > Turn on the lights please | ||
// ok | ||
|
||
return nil | ||
} | ||
|
||
// [END googlegenaisdk_live_func_call_with_txt] |
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@@ -0,0 +1,108 @@ | ||
// Copyright 2025 Google LLC | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// https://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
|
||
// Package live shows how to use the GenAI SDK to generate text with live resources. | ||
package live | ||
|
||
// [START googlegenaisdk_live_ground_googsearch_with_txt] | ||
import ( | ||
"context" | ||
"fmt" | ||
"io" | ||
|
||
"google.golang.org/genai" | ||
) | ||
|
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// generateGroundSearchWithTxt demonstrates using a live Gemini model with Google Search grounded responses. | ||
func generateGroundSearchWithTxt(w io.Writer) error { | ||
ctx := context.Background() | ||
|
||
client, err := genai.NewClient(ctx, &genai.ClientConfig{ | ||
HTTPOptions: genai.HTTPOptions{APIVersion: "v1"}, | ||
}) | ||
if err != nil { | ||
return fmt.Errorf("failed to create genai client: %w", err) | ||
} | ||
|
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modelName := "gemini-2.0-flash-live-preview-04-09" | ||
|
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config := &genai.LiveConnectConfig{ | ||
ResponseModalities: []genai.Modality{genai.ModalityText}, | ||
Tools: []*genai.Tool{ | ||
{GoogleSearch: &genai.GoogleSearch{}}, | ||
}, | ||
} | ||
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session, err := client.Live.Connect(ctx, modelName, config) | ||
if err != nil { | ||
return fmt.Errorf("failed to connect live session: %w", err) | ||
} | ||
defer session.Close() | ||
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textInput := "When did the last Brazil vs. Argentina soccer match happen?" | ||
|
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// Send user input | ||
userContent := &genai.Content{ | ||
Role: "user", | ||
Parts: []*genai.Part{ | ||
{Text: textInput}, | ||
}, | ||
} | ||
if err := session.SendClientContent(genai.LiveClientContentInput{ | ||
Turns: []*genai.Content{userContent}, | ||
}); err != nil { | ||
return fmt.Errorf("failed to send client content: %w", err) | ||
} | ||
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var response string | ||
|
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// Receive streaming responses | ||
for { | ||
chunk, err := session.Receive() | ||
if err == io.EOF { | ||
break | ||
} | ||
if err != nil { | ||
return fmt.Errorf("error receiving stream: %w", err) | ||
} | ||
|
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// Handle the main model output | ||
if chunk.ServerContent != nil { | ||
if chunk.ServerContent.ModelTurn != nil { | ||
for _, part := range chunk.ServerContent.ModelTurn.Parts { | ||
if part == nil { | ||
continue | ||
} | ||
if part.Text != "" { | ||
response += part.Text | ||
} | ||
} | ||
} | ||
} | ||
|
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if chunk.GoAway != nil { | ||
break | ||
} | ||
} | ||
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fmt.Fprintln(w, response) | ||
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// Example output: | ||
// > When did the last Brazil vs. Argentina soccer match happen? | ||
// The most recent match between Argentina and Brazil took place on March 25, 2025, as part of the 2026 World Cup qualifiers. Argentina won 4-1. | ||
|
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return nil | ||
} | ||
|
||
// [END googlegenaisdk_live_ground_googsearch_with_txt] |
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