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f200e49
genai: added img, thinking and tuning samples
cfloress Sep 16, 2025
0e604ff
Merge branch 'main' of github.com:GoogleCloudPlatform/golang-samples …
cfloress Sep 16, 2025
93e49f5
genai: PR comments
cfloress Sep 16, 2025
30d8b6d
Merge branch 'main' into genai-img-tunn-think-generation
cfloress Sep 17, 2025
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Merge branch 'main' into genai-img-tunn-think-generation
cfloress Sep 25, 2025
503846b
Merge branch 'main' of github.com:GoogleCloudPlatform/golang-samples …
cfloress Sep 25, 2025
5eff6a4
genai: PR comments
cfloress Sep 25, 2025
cb00ca1
Merge branch 'genai-img-tunn-think-generation' of github.com:cfloress…
cfloress Sep 25, 2025
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Merge branch 'main' into genai-img-tunn-think-generation
cfloress Sep 30, 2025
e49202c
Merge branch 'main' into genai-img-tunn-think-generation
msampathkumar Oct 3, 2025
5bdb227
genai: model update
cfloress Oct 7, 2025
6928788
Merge branch 'main' into genai-img-tunn-think-generation
cfloress Oct 20, 2025
ffb683b
Merge branch 'main' into genai-img-tunn-think-generation
msampathkumar Oct 22, 2025
74d4985
Merge branch 'main' into genai-img-tunn-think-generation
msampathkumar Oct 24, 2025
69eee46
Merge branch 'main' into genai-img-tunn-think-generation
cfloress Oct 27, 2025
8873d8b
genai: resolved conflicts
cfloress Nov 7, 2025
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Merge branch 'main' of github.com:GoogleCloudPlatform/golang-samples …
cfloress Nov 13, 2025
f30ff57
genai: fix testdata CICD bug
cfloress Nov 13, 2025
2131e8a
Merge branch 'main' into genai-img-tunn-think-generation
cfloress Nov 14, 2025
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Merge branch 'main' of github.com:GoogleCloudPlatform/golang-samples …
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58 changes: 58 additions & 0 deletions genai/image_generation/image_generation_examples_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,58 @@
// 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 image_generation

import (
"bytes"
"testing"

"github.com/GoogleCloudPlatform/golang-samples/internal/testutil"
)

func TestImageGeneration(t *testing.T) {
tc := testutil.SystemTest(t)

t.Setenv("GOOGLE_GENAI_USE_VERTEXAI", "1")
t.Setenv("GOOGLE_CLOUD_LOCATION", "global")
t.Setenv("GOOGLE_CLOUD_PROJECT", tc.ProjectID)

buf := new(bytes.Buffer)

t.Run("generate image content with text", func(t *testing.T) {
buf.Reset()
err := generateImageWithText(buf)
if err != nil {
t.Fatalf("generateImageWithText failed: %v", err)
}

output := buf.String()
if output == "" {
t.Error("expected non-empty output, got empty")
}
})

t.Run("generate mmflash image content with text and image", func(t *testing.T) {
buf.Reset()
err := generateImageMMFlashEditWithTextImg(buf)
if err != nil {
t.Fatalf("generateImageMMFlashEditWithTextImg failed: %v", err)
}

output := buf.String()
if output == "" {
t.Error("expected non-empty output, got empty")
}
})
}
101 changes: 101 additions & 0 deletions genai/image_generation/imggen_mmflash_edit_img_with_txt_img.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,101 @@
// 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 image_generation shows how to use the GenAI SDK to generate images and text.
package image_generation

// [START googlegenaisdk_imggen_mmflash_edit_img_with_txt_img]
import (
"context"
"fmt"
"io"
"os"

"google.golang.org/genai"
)

// generateImageMMFlashEditWithTextImg demonstrates editing an image with text and image inputs.
func generateImageMMFlashEditWithTextImg(w io.Writer) error {
// TODO(developer): Update below lines
outputFile := "testdata/bw-example-image.png"
inputFile := "testdata/example-image-eiffel-tower.png"
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)
}

image, err := os.ReadFile(inputFile)
if err != nil {
return fmt.Errorf("failed to read image: %w", err)
}

modelName := "gemini-2.5-flash-image-preview"
prompt := "Edit this image to make it look like a cartoon."
contents := []*genai.Content{
{
Role: "user",
Parts: []*genai.Part{
{Text: prompt},
{InlineData: &genai.Blob{
MIMEType: "image/png",
Data: image,
}},
},
},
}
resp, err := client.Models.GenerateContent(ctx,
modelName,
contents,
&genai.GenerateContentConfig{
ResponseModalities: []string{
string(genai.ModalityText),
string(genai.ModalityImage),
},
},
)
if err != nil {
return fmt.Errorf("failed to generate content: %w", err)
}

if len(resp.Candidates) == 0 || resp.Candidates[0].Content == nil {
return fmt.Errorf("no candidates returned")
}

for _, part := range resp.Candidates[0].Content.Parts {
if part.Text != "" {
fmt.Fprintln(w, part.Text)
} else if part.InlineData != nil {
if len(part.InlineData.Data) > 0 {
if err := os.WriteFile(outputFile, part.InlineData.Data, 0644); err != nil {
return fmt.Errorf("failed to save image: %w", err)
}
fmt.Fprintln(w, outputFile)
}
}
}

// Example response:
// Here's the image of the Eiffel Tower and fireworks, cartoonized for you!
// Cartoon-style edit:
// - Simplified the Eiffel Tower with bolder lines and slightly exaggerated proportions.
// - Brightened and saturated the colors of the sky, fireworks, and foliage for a more vibrant, cartoonish look.
// ....
return nil
}

// [END googlegenaisdk_imggen_mmflash_edit_img_with_txt_img]
70 changes: 70 additions & 0 deletions genai/image_generation/imggen_with_txt.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
// 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 image_generation shows how to use the GenAI SDK to generate images and text.
package image_generation

// [START googlegenaisdk_imggen_with_txt]
import (
"context"
"fmt"
"io"
"os"

"google.golang.org/genai"
)

// generateImageWithText demonstrates how to generate an image from a text prompt.
func generateImageWithText(w io.Writer) error {
// TODO(developer): Update below line
outputFile := "testdata/dog_newspaper.png"
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)
}

modelName := "imagen-4.0-generate-001"
prompt := "A dog reading a newspaper"
resp, err := client.Models.GenerateImages(ctx,
modelName,
prompt,
&genai.GenerateImagesConfig{
ImageSize: "2K",
},
)
if err != nil {
return fmt.Errorf("failed to generate content: %w", err)
}

if len(resp.GeneratedImages) == 0 || resp.GeneratedImages[0].Image == nil {
return fmt.Errorf("no image generated")
}

img := resp.GeneratedImages[0].Image
if err := os.WriteFile(outputFile, img.ImageBytes, 0644); err != nil {
return fmt.Errorf("failed to save image: %w", err)
}

fmt.Fprintln(w, len(img.ImageBytes))

// Example response:
// Created output image using 6098201 bytes
return nil
}

// [END googlegenaisdk_imggen_with_txt]
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127 changes: 127 additions & 0 deletions genai/thinking/thinkgen_include_thoughts_with_txt.go
Original file line number Diff line number Diff line change
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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 thinking shows how to use the GenAI SDK to include thoughts with txt.
package thinking

// [START googlegenaisdk_thinking_includethoughts_with_txt]
import (
"context"
"fmt"
"io"

"google.golang.org/genai"
)

// generateContentWithThoughts demonstrates how to generate text including the model's thought process.
func generateContentWithThoughts(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)
}

modelName := "gemini-2.5-pro"
contents := []*genai.Content{
{
Parts: []*genai.Part{
{Text: "solve x^2 + 4x + 4 = 0"},
},
Role: "user",
},
}

resp, err := client.Models.GenerateContent(ctx,
modelName,
contents,
&genai.GenerateContentConfig{
ThinkingConfig: &genai.ThinkingConfig{
IncludeThoughts: true,
},
},
)
if err != nil {
return fmt.Errorf("failed to generate content: %w", err)
}

if len(resp.Candidates) == 0 || resp.Candidates[0].Content == nil {
return fmt.Errorf("no candidates returned")
}

fmt.Fprintln(w, resp.Text())
// Example response:
// Of course. The solution is x = -2.

for _, part := range resp.Candidates[0].Content.Parts {
if part.Thought {
fmt.Fprintln(w, part.Text)
}
}

// Example response:
// Here are two common ways to solve the equation `x² + 4x + 4 = 0`.
//
//### Method 1: Factoring (the easiest method for this problem)
//
//1. **Recognize the pattern.** The expression `x² + 4x + 4` is a perfect square trinomial. It fits the pattern `a² + 2ab + b² = (a + b)²`. In this case, `a = x` and `b = 2`.
//
//2. **Factor the equation.**
// `x² + 4x + 4 = (x + 2)(x + 2) = (x + 2)²`
//
//3. **Solve for x.** Now set the factored expression to zero:
// `(x + 2)² = 0`
//
// Take the square root of both sides:
// `x + 2 = 0`
//
// Subtract 2 from both sides:
// `x = -2`
//
//This type of solution is called a "repeated root" or a "double root" because the factor `(x+2)` appears twice.
//
//---
//
//### Method 2: Using the Quadratic Formula
//
//You can use the quadratic formula for any equation in the form `ax² + bx + c = 0`.
//
//The formula is: `x = [-b ± sqrt(b² - 4ac)] / 2a`
//
//1. **Identify a, b, and c.**
// * a = 1
// * b = 4
// * c = 4
//
//2. **Plug the values into the formula.**
// `x = [-4 ± sqrt(4² - 4 * 1 * 4)] / (2 * 1)`
//
//3. **Simplify.**
// `x = [-4 ± sqrt(16 - 16)] / 2`
// `x = [-4 ± sqrt(0)] / 2`
// `x = -4 / 2`
//
//4. **Solve for x.**
// `x = -2`
//Alright, the user wants to solve the quadratic equation `x² + 4x + 4 = 0`. My first instinct is to see if I can factor it; that's often the fastest approach if it works. Looking at the coefficients, I see `a = 1`, `b = 4`, and `c = 4`. Factoring is clearly the most direct path here. I need to find two numbers that multiply to 4 (c) and add up to 4 (b). Hmm, let's see… 1 and 4? Nope, that adds to 5. 2 and 2? Perfect! 2 times 2 is 4, and 2 plus 2 is also 4.
//
//So, `x² + 4x + 4` factors nicely into `(x + 2)(x + 2)`. Ah, a perfect square trinomial! That's useful to note. Now, I can write the equation as `(x + 2)² = 0`. Taking the square root of both sides gives me `x + 2 = 0`. And finally, subtracting 2 from both sides, I get `x = -2`. That's the solution.
//
//Just to be thorough, and maybe to offer an alternative explanation, let's verify this using the quadratic formula. It's `x = [-b ± √(b² - 4ac)] / 2a`. Plugging in my values: `x = [-4 ± √(4² - 4 * 1 * 4)] / (2 * 1)`. That simplifies to `x = [-4 ± √(16 - 16)] / 2`, or `x = [-4 ± 0] / 2`. Therefore, `x = -2`. The discriminant being zero tells me I have exactly one real, repeated root. Great. So, whether I factor or use the quadratic formula, the answer is the same.
return nil
}

// [END googlegenaisdk_thinking_includethoughts_with_txt]
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