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      3768857
              
                genai: Add samples for Tools and Text-generation local images and video
              
              
                cfloress 90d0887
              
                genai: PR comments
              
              
                cfloress 6f27726
              
                genai: fix conflict
              
              
                cfloress bb71db6
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress d4ca468
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress 40f3d80
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress 9bf4d51
              
                Merge branch 'main' of github.com:GoogleCloudPlatform/golang-samples …
              
              
                cfloress 3035ce2
              
                Merge branch 'genai-local-media-content-generation' of github.com:cfl…
              
              
                cfloress b8771d4
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar 1f617e4
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress 84c1652
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar 62549cd
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress 429f280
              
                Merge branch 'genai-local-media-content-generation' of github.com:cfl…
              
              
                cfloress a3e92f1
              
                genai: PR comments
              
              
                cfloress 445507d
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar ad878cd
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar 506d424
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar 3fa3440
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar cd35a7b
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress f7c2928
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                msampathkumar 068417d
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
                cfloress e1fe6e2
              
                genai: CICD bug with testdata folder
              
              
                cfloress de093d8
              
                genai: CICD bug with testdata folder
              
              
                cfloress 35a9520
              
                genai: resolved conflicts
              
              
                cfloress 2034622
              
                Merge branch 'main' into genai-local-media-content-generation
              
              
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              | Original file line number | Diff line number | Diff line change | 
|---|---|---|
| @@ -0,0 +1,88 @@ | ||
| // 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 text_generation shows examples of generating text using the GenAI SDK. | ||
| package text_generation | ||
|  | ||
| // [START googlegenaisdk_textgen_with_local_video] | ||
| import ( | ||
| "context" | ||
| "fmt" | ||
| "io" | ||
| "os" | ||
|  | ||
| genai "google.golang.org/genai" | ||
| ) | ||
|  | ||
| // generateWithLocalVideo shows how to generate text using a local video input. | ||
| func generateWithLocalVideo(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) | ||
| } | ||
|  | ||
| // Read local video file content | ||
| data, err := os.ReadFile("testdata/describe_video_content.mp4") | ||
| if err != nil { | ||
| return fmt.Errorf("failed to read local video: %w", err) | ||
| } | ||
|  | ||
| modelName := "gemini-2.5-flash" | ||
| contents := []*genai.Content{ | ||
| { | ||
| Role: "user", | ||
| Parts: []*genai.Part{ | ||
| {Text: `Analyze the provided local video file, including its audio. | ||
| Summarize the main points of the video concisely. | ||
| Create a chapter breakdown with timestamps for key sections or topics discussed.`}, | ||
| {InlineData: &genai.Blob{ | ||
| MIMEType: "video/mp4", | ||
| Data: data, | ||
| }}, | ||
| }, | ||
| }, | ||
| } | ||
|  | ||
| resp, err := client.Models.GenerateContent(ctx, modelName, contents, nil) | ||
| if err != nil { | ||
| return fmt.Errorf("failed to generate content: %w", err) | ||
| } | ||
|  | ||
| respText := resp.Text() | ||
| fmt.Fprintln(w, respText) | ||
|  | ||
| // Example response: | ||
| // The video features a male climber engaged in lead rock climbing at an indoor gym. He is shown ascending a vertical wall adorned with various colored holds, demonstrating fluid movements and proper technique. During his ascent, he clips his rope into a quickdraw for safety and manages the rope for continued climbing. The video is silent. | ||
| // | ||
| // **Summary of Main Points:** | ||
| // | ||
| // The video shows an indoor rock climber, equipped with a harness and chalk bag, efficiently ascending a climbing wall. He skillfully clips... | ||
| // | ||
| // **Chapter Breakdown** | ||
| // | ||
| // * **0:00 - Beginning of Ascent:** The climber starts his ascent, moving gracefully between holds. | ||
| //* **0:01 - Clipping the Rope into a Quickdraw:** The climber pauses to clip his safety rope into a quickdraw, securing his position. | ||
| //* **0:03 - Continued Climbing and Technique Display:** The climber resumes his upward movement, demonstrating his climbing technique and body control. | ||
| //* **0:08 - Rope Management / Preparing for Next Moves:** The climber adjusts the rope, taking up slack, and surveys the next section of the climb. | ||
| //* **0:13 - Video End:** The video concludes with the climber still in the process of ascending the wall. | ||
| // ... | ||
|  | ||
| return nil | ||
| } | ||
|  | ||
| // [END googlegenaisdk_textgen_with_local_video] | ||
  
    
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              | Original file line number | Diff line number | Diff line change | 
|---|---|---|
| @@ -0,0 +1,95 @@ | ||
| // 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 text_generation shows examples of generating text using the GenAI SDK. | ||
| package text_generation | ||
|  | ||
| // [START googlegenaisdk_textgen_with_multi_local_img] | ||
| import ( | ||
| "context" | ||
| "fmt" | ||
| "io" | ||
| "os" | ||
|  | ||
| genai "google.golang.org/genai" | ||
| ) | ||
|  | ||
| // generateWithMultiLocalImages shows how to generate text using multiple local image inputs. | ||
| func generateWithMultiLocalImages(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) | ||
| } | ||
|  | ||
| // Read local image files | ||
| image1, err := os.ReadFile("testdata/latte.jpg") | ||
| if err != nil { | ||
| return fmt.Errorf("failed to read image1: %w", err) | ||
| } | ||
| image2, err := os.ReadFile("testdata/scones.jpg") | ||
| if err != nil { | ||
| return fmt.Errorf("failed to read image2: %w", err) | ||
| } | ||
|  | ||
| modelName := "gemini-2.5-flash" | ||
| contents := []*genai.Content{ | ||
| { | ||
| Role: "user", | ||
| Parts: []*genai.Part{ | ||
| {Text: "Generate a list of all the objects contained in both images."}, | ||
| {InlineData: &genai.Blob{ | ||
| MIMEType: "image/jpeg", | ||
| Data: image1, | ||
| }}, | ||
| {InlineData: &genai.Blob{ | ||
| MIMEType: "image/jpeg", | ||
| Data: image2, | ||
| }}, | ||
| }, | ||
| }, | ||
| } | ||
|  | ||
| // Call the model | ||
| resp, err := client.Models.GenerateContent(ctx, modelName, contents, nil) | ||
| if err != nil { | ||
| return fmt.Errorf("failed to generate content: %w", err) | ||
| } | ||
|  | ||
| fmt.Fprintln(w, resp.Text()) | ||
|  | ||
| // Example response: | ||
| // Here is a list of all the distinct objects found in both images: | ||
| // 1. **Coffee** (in mugs/cups; one is clearly a latte with heart art, others are also coffee/latte) | ||
| // 2. **Mug(s)/Cup(s)** (yellow in the top image, white in the bottom image) | ||
| // 3. **Cake** (sliced, in the top image) | ||
| // 4. **Plate** (white, under the cake slice in the top image) | ||
| // 5. **Fork** (partially visible on the plate in the top image) | ||
| // 6. **Scones/Biscuits** (blueberry, in the bottom image) | ||
| // 7. **Blueberries** (scattered and in a bowl in the bottom image) | ||
| // 8. **Bowl** (small, dark, holding blueberries in the bottom image) | ||
| // 9. **Spoon** (silver, with "LET'S JAM" inscription, in the bottom image) | ||
| // 10. **Flowers** (peonies, in the bottom image) | ||
| // 11. **Leaves** (green, possibly mint, in the bottom image) | ||
| // 12. **Paper** (parchment or wax paper, in the bottom image) | ||
| // 13. **Table/Surface** (wooden in the top image, textured/painted in the bottom image) | ||
| // ... | ||
|  | ||
| return nil | ||
| } | ||
|  | ||
| // [END googlegenaisdk_textgen_with_multi_local_img] | 
      
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              | Original file line number | Diff line number | Diff line change | 
|---|---|---|
| @@ -0,0 +1,107 @@ | ||
| // 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 tools shows examples of various tools that Gemini model can use to generate text. | ||
| package tools | ||
|  | ||
| // [START googlegenaisdk_tools_code_exec_with_txt_local_img] | ||
| import ( | ||
| "context" | ||
| "fmt" | ||
| "io" | ||
| "os" | ||
|  | ||
| genai "google.golang.org/genai" | ||
| ) | ||
|  | ||
| // generateWithLocalImgAndCodeExec shows how to combine a local image, a text prompt, | ||
| // and enable the code execution tool in a request. | ||
| func generateWithLocalImgAndCodeExec(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) | ||
| } | ||
|  | ||
| // Read local image | ||
| imgBytes, err := os.ReadFile("testdata/640px-Monty_open_door.svg.png") | ||
| if err != nil { | ||
| return fmt.Errorf("failed to read image: %w", err) | ||
| } | ||
|  | ||
| // Define the prompt | ||
| prompt := ` | ||
| Run a simulation of the Monty Hall Problem with 1,000 trials. | ||
| Here's how this works as a reminder. In the Monty Hall Problem, you're on a game | ||
| show with three doors. Behind one is a car, and behind the others are goats. You | ||
| pick a door. The host, who knows what's behind the doors, opens a different door | ||
| to reveal a goat. Should you switch to the remaining unopened door? | ||
| The answer has always been a little difficult for me to understand when people | ||
| solve it with math - so please run a simulation with Python to show me what the | ||
| best strategy is. | ||
| Thank you! | ||
| ` | ||
|         
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|  | ||
| // Enable the code execution tool | ||
| tools := []*genai.Tool{ | ||
| {CodeExecution: &genai.ToolCodeExecution{}}, | ||
| } | ||
|  | ||
| // Build contents with image + text | ||
| contents := []*genai.Content{ | ||
| { | ||
| Role: "user", | ||
| Parts: []*genai.Part{ | ||
| {InlineData: &genai.Blob{ | ||
| MIMEType: "image/png", | ||
| Data: imgBytes, | ||
| }}, | ||
| {Text: prompt}, | ||
| }, | ||
| }, | ||
| } | ||
|  | ||
| // Call the model | ||
| resp, err := client.Models.GenerateContent(ctx, "gemini-2.5-flash", contents, &genai.GenerateContentConfig{ | ||
| Tools: tools, | ||
| Temperature: genai.Ptr(float32(0.0)), | ||
| }) | ||
| if err != nil { | ||
| return fmt.Errorf("failed to generate content: %w", err) | ||
| } | ||
|  | ||
| // Print result | ||
| fmt.Fprintln(w, "# Code:") | ||
| fmt.Fprintln(w, resp.ExecutableCode()) | ||
| fmt.Fprintln(w, "# Outcome:") | ||
| fmt.Fprintln(w, resp.CodeExecutionResult()) | ||
|  | ||
| // Example output: | ||
| // # Code: | ||
| // import random | ||
| // | ||
| // def run_monty_hall_trial(strategy): | ||
| // """ | ||
| // Runs a single trial of the Monty Hall problem. | ||
| // | ||
| // Args: | ||
| // strategy (str): 'stick' or 'switch' | ||
|  | ||
| return nil | ||
| } | ||
|  | ||
| // [END googlegenaisdk_tools_code_exec_with_txt_local_img] | ||
  
    
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