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Update Go module dependencies to include AWS SDK v2

Browse source 
- Added several AWS SDK v2 modules to go.mod and go.sum, enhancing cloud service integration capabilities:
  - github.com/aws/aws-sdk-go-v2 and its related services (S3, STS, SSO, etc.) for improved AWS functionality.
- Updated indirect dependencies to ensure compatibility and performance improvements.
- This update supports future development involving AWS services, streamlining the integration process.
This commit is contained in:
Max 2025-01-03 13:33:58 +08:00
parent af30bec4f0
commit 93a6d7a6a0
12 changed files with 1382 additions and 0 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

18
go.mod
View file

@ -4,6 +4,10 @@ go 1.23
require ( require (
github.com/PuerkitoBio/goquery v1.10.1 github.com/PuerkitoBio/goquery v1.10.1
github.com/aws/aws-sdk-go-v2 v1.32.7
github.com/aws/aws-sdk-go-v2/config v1.28.7
github.com/aws/aws-sdk-go-v2/credentials v1.17.48
github.com/aws/aws-sdk-go-v2/service/s3 v1.71.1
github.com/blang/semver v3.5.1+incompatible github.com/blang/semver v3.5.1+incompatible
github.com/caarlos0/env/v6 v6.10.1 github.com/caarlos0/env/v6 v6.10.1
github.com/dchest/captcha v1.1.0 github.com/dchest/captcha v1.1.0
@ -38,6 +42,20 @@ require (
filippo.io/edwards25519 v1.1.0 // indirect filippo.io/edwards25519 v1.1.0 // indirect
github.com/TylerBrock/colorjson v0.0.0-20200706003622-8a50f05110d2 // indirect github.com/TylerBrock/colorjson v0.0.0-20200706003622-8a50f05110d2 // indirect
github.com/andybalholm/cascadia v1.3.3 // indirect github.com/andybalholm/cascadia v1.3.3 // indirect
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.7 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.22 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.26 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.26 // indirect
github.com/aws/aws-sdk-go-v2/internal/ini v1.8.1 // indirect
github.com/aws/aws-sdk-go-v2/internal/v4a v1.3.26 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.1 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.4.7 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.7 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.18.7 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.24.8 // indirect
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.28.7 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.33.3 // indirect
github.com/aws/smithy-go v1.22.1 // indirect
github.com/blang/semver/v4 v4.0.0 // indirect github.com/blang/semver/v4 v4.0.0 // indirect
github.com/bytedance/sonic v1.12.6 // indirect github.com/bytedance/sonic v1.12.6 // indirect
github.com/bytedance/sonic/loader v0.2.1 // indirect github.com/bytedance/sonic/loader v0.2.1 // indirect

36
go.sum
View file

@ -6,6 +6,42 @@ github.com/TylerBrock/colorjson v0.0.0-20200706003622-8a50f05110d2 h1:ZBbLwSJqkH
github.com/TylerBrock/colorjson v0.0.0-20200706003622-8a50f05110d2/go.mod h1:VSw57q4QFiWDbRnjdX8Cb3Ow0SFncRw+bA/ofY6Q83w= github.com/TylerBrock/colorjson v0.0.0-20200706003622-8a50f05110d2/go.mod h1:VSw57q4QFiWDbRnjdX8Cb3Ow0SFncRw+bA/ofY6Q83w=
github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kktS1LM= github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kktS1LM=
github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA= github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA=
github.com/aws/aws-sdk-go-v2 v1.32.7 h1:ky5o35oENWi0JYWUZkB7WYvVPP+bcRF5/Iq7JWSb5Rw=
github.com/aws/aws-sdk-go-v2 v1.32.7/go.mod h1:P5WJBrYqqbWVaOxgH0X/FYYD47/nooaPOZPlQdmiN2U=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.7 h1:lL7IfaFzngfx0ZwUGOZdsFFnQ5uLvR0hWqqhyE7Q9M8=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.7/go.mod h1:QraP0UcVlQJsmHfioCrveWOC1nbiWUl3ej08h4mXWoc=
github.com/aws/aws-sdk-go-v2/config v1.28.7 h1:GduUnoTXlhkgnxTD93g1nv4tVPILbdNQOzav+Wpg7AE=
github.com/aws/aws-sdk-go-v2/config v1.28.7/go.mod h1:vZGX6GVkIE8uECSUHB6MWAUsd4ZcG2Yq/dMa4refR3M=
github.com/aws/aws-sdk-go-v2/credentials v1.17.48 h1:IYdLD1qTJ0zanRavulofmqut4afs45mOWEI+MzZtTfQ=
github.com/aws/aws-sdk-go-v2/credentials v1.17.48/go.mod h1:tOscxHN3CGmuX9idQ3+qbkzrjVIx32lqDSU1/0d/qXs=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.22 h1:kqOrpojG71DxJm/KDPO+Z/y1phm1JlC8/iT+5XRmAn8=
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.22/go.mod h1:NtSFajXVVL8TA2QNngagVZmUtXciyrHOt7xgz4faS/M=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.26 h1:I/5wmGMffY4happ8NOCuIUEWGUvvFp5NSeQcXl9RHcI=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.26/go.mod h1:FR8f4turZtNy6baO0KJ5FJUmXH/cSkI9fOngs0yl6mA=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.26 h1:zXFLuEuMMUOvEARXFUVJdfqZ4bvvSgdGRq/ATcrQxzM=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.26/go.mod h1:3o2Wpy0bogG1kyOPrgkXA8pgIfEEv0+m19O9D5+W8y8=
github.com/aws/aws-sdk-go-v2/internal/ini v1.8.1 h1:VaRN3TlFdd6KxX1x3ILT5ynH6HvKgqdiXoTxAF4HQcQ=
github.com/aws/aws-sdk-go-v2/internal/ini v1.8.1/go.mod h1:FbtygfRFze9usAadmnGJNc8KsP346kEe+y2/oyhGAGc=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.3.26 h1:GeNJsIFHB+WW5ap2Tec4K6dzcVTsRbsT1Lra46Hv9ME=
github.com/aws/aws-sdk-go-v2/internal/v4a v1.3.26/go.mod h1:zfgMpwHDXX2WGoG84xG2H+ZlPTkJUU4YUvx2svLQYWo=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.1 h1:iXtILhvDxB6kPvEXgsDhGaZCSC6LQET5ZHSdJozeI0Y=
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.1/go.mod h1:9nu0fVANtYiAePIBh2/pFUSwtJ402hLnp854CNoDOeE=
github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.4.7 h1:tB4tNw83KcajNAzaIMhkhVI2Nt8fAZd5A5ro113FEMY=
github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.4.7/go.mod h1:lvpyBGkZ3tZ9iSsUIcC2EWp+0ywa7aK3BLT+FwZi+mQ=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.7 h1:8eUsivBQzZHqe/3FE+cqwfH+0p5Jo8PFM/QYQSmeZ+M=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.7/go.mod h1:kLPQvGUmxn/fqiCrDeohwG33bq2pQpGeY62yRO6Nrh0=
github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.18.7 h1:Hi0KGbrnr57bEHWM0bJ1QcBzxLrL/k2DHvGYhb8+W1w=
github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.18.7/go.mod h1:wKNgWgExdjjrm4qvfbTorkvocEstaoDl4WCvGfeCy9c=
github.com/aws/aws-sdk-go-v2/service/s3 v1.71.1 h1:aOVVZJgWbaH+EJYPvEgkNhCEbXXvH7+oML36oaPK3zE=
github.com/aws/aws-sdk-go-v2/service/s3 v1.71.1/go.mod h1:r+xl5yzMk9083rMR+sJ5TYj9Tihvf/l1oxzZXDgGj2Q=
github.com/aws/aws-sdk-go-v2/service/sso v1.24.8 h1:CvuUmnXI7ebaUAhbJcDy9YQx8wHR69eZ9I7q5hszt/g=
github.com/aws/aws-sdk-go-v2/service/sso v1.24.8/go.mod h1:XDeGv1opzwm8ubxddF0cgqkZWsyOtw4lr6dxwmb6YQg=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.28.7 h1:F2rBfNAL5UyswqoeWv9zs74N/NanhK16ydHW1pahX6E=
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.28.7/go.mod h1:JfyQ0g2JG8+Krq0EuZNnRwX0mU0HrwY/tG6JNfcqh4k=
github.com/aws/aws-sdk-go-v2/service/sts v1.33.3 h1:Xgv/hyNgvLda/M9l9qxXc4UFSgppnRczLxlMs5Ae/QY=
github.com/aws/aws-sdk-go-v2/service/sts v1.33.3/go.mod h1:5Gn+d+VaaRgsjewpMvGazt0WfcFO+Md4wLOuBfGR9Bc=
github.com/aws/smithy-go v1.22.1 h1:/HPHZQ0g7f4eUeK6HKglFz8uwVfZKgoI25rb/J+dnro=
github.com/aws/smithy-go v1.22.1/go.mod h1:irrKGvNn1InZwb2d7fkIRNucdfwR8R+Ts3wxYa/cJHg=
github.com/blang/semver v3.5.1+incompatible h1:cQNTCjp13qL8KC3Nbxr/y2Bqb63oX6wdnnjpJbkM4JQ= github.com/blang/semver v3.5.1+incompatible h1:cQNTCjp13qL8KC3Nbxr/y2Bqb63oX6wdnnjpJbkM4JQ=
github.com/blang/semver v3.5.1+incompatible/go.mod h1:kRBLl5iJ+tD4TcOOxsy/0fnwebNt5EWlYSAyrTnjyyk= github.com/blang/semver v3.5.1+incompatible/go.mod h1:kRBLl5iJ+tD4TcOOxsy/0fnwebNt5EWlYSAyrTnjyyk=
github.com/blang/semver/v4 v4.0.0 h1:1PFHFE6yCCTv8C1TeyNNarDzntLi7wMI5i/pzqYIsAM= github.com/blang/semver/v4 v4.0.0 h1:1PFHFE6yCCTv8C1TeyNNarDzntLi7wMI5i/pzqYIsAM=

115
neo/vision/driver/local/storage.go Normal file
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@ -0,0 +1,115 @@
package local
import (
"context"
"crypto/sha256"
"fmt"
"io"
"path/filepath"
"strings"
"time"
"github.com/yaoapp/gou/fs"
)
// Storage the local storage driver
type Storage struct {
Path string `json:"path" yaml:"path"`
Compression bool `json:"compression" yaml:"compression"`
BaseURL string `json:"base_url" yaml:"base_url"`
PreviewURL func(fileID string) string `json:"-" yaml:"-"`
}
// New create a new local storage
func New(options map[string]interface{}) (*Storage, error) {
storage := &Storage{
Compression: true,
}
if path, ok := options["path"].(string); ok {
storage.Path = path
}
if compression, ok := options["compression"].(bool); ok {
storage.Compression = compression
}
if baseURL, ok := options["base_url"].(string); ok {
storage.BaseURL = baseURL
}
if previewURL, ok := options["preview_url"].(func(string) string); ok {
storage.PreviewURL = previewURL
}
if storage.Path == "" {
return nil, fmt.Errorf("path is required")
}
return storage, nil
}
// Upload upload file to local storage
func (storage *Storage) Upload(ctx context.Context, filename string, reader io.Reader, contentType string) (string, error) {
data, err := fs.Get("data")
if err != nil {
return "", err
}
ext := filepath.Ext(filename)
id := storage.makeID(filename, ext)
path := filepath.Join(storage.Path, id)
// Create directory if not exists
dir := filepath.Dir(path)
if err := data.MkdirAll(dir, 0755); err != nil {
return "", err
}
// Write file
_, err = data.Write(path, reader, 0644)
if err != nil {
return "", err
}
return id, nil
}
// Download download file from local storage
func (storage *Storage) Download(ctx context.Context, fileID string) (io.ReadCloser, string, error) {
data, err := fs.Get("data")
if err != nil {
return nil, "", err
}
path := filepath.Join(storage.Path, fileID)
reader, err := data.ReadCloser(path)
if err != nil {
return nil, "", err
}
contentType := "application/octet-stream"
if v, err := data.MimeType(path); err == nil {
contentType = v
}
return reader, contentType, nil
}
// URL get file url
func (storage *Storage) URL(ctx context.Context, fileID string) string {
if storage.PreviewURL != nil {
return storage.PreviewURL(fileID)
}
if storage.BaseURL != "" {
return fmt.Sprintf("%s/%s", strings.TrimRight(storage.BaseURL, "/"), fileID)
}
return fmt.Sprintf("%s/%s", storage.Path, fileID)
}
func (storage *Storage) makeID(filename string, ext string) string {
date := time.Now().Format("20060102")
hash := fmt.Sprintf("%x", sha256.Sum256([]byte(filename)))[:8]
name := strings.TrimSuffix(filepath.Base(filename), ext)
return fmt.Sprintf("%s/%s-%s%s", date, name, hash, ext)
}

74
neo/vision/driver/local/storage_test.go Normal file
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@ -0,0 +1,74 @@
package local
import (
"bytes"
"context"
"io"
"testing"
"github.com/stretchr/testify/assert"
"github.com/yaoapp/yao/config"
"github.com/yaoapp/yao/test"
)
func TestLocalStorage(t *testing.T) {
test.Prepare(t, config.Conf)
defer test.Clean()
t.Run("Create Storage", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"path": "/__vision_test",
"compression": true,
})
assert.NoError(t, err)
assert.NotNil(t, storage)
assert.Equal(t, "/__vision_test", storage.Path)
assert.True(t, storage.Compression)
})
t.Run("Upload and Download", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"path": "/__vision_test",
"compression": true,
})
assert.NoError(t, err)
content := []byte("test content")
reader := bytes.NewReader(content)
fileID, err := storage.Upload(context.Background(), "test.txt", reader, "text/plain")
assert.NoError(t, err)
assert.NotEmpty(t, fileID)
// Download
reader2, contentType, err := storage.Download(context.Background(), fileID)
assert.NoError(t, err)
assert.Contains(t, contentType, "text/plain")
downloaded, err := io.ReadAll(reader2)
assert.NoError(t, err)
assert.Equal(t, content, downloaded)
})
t.Run("URL Generation", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"path": "/__vision_test",
"compression": true,
})
assert.NoError(t, err)
fileID := "20240101/test-12345678.txt"
url := storage.URL(context.Background(), fileID)
assert.Equal(t, "/__vision_test/20240101/test-12345678.txt", url)
})
t.Run("Download Non-existent File", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"path": "/__vision_test",
"compression": true,
})
assert.NoError(t, err)
_, _, err = storage.Download(context.Background(), "non-existent.txt")
assert.Error(t, err)
})
}

184
neo/vision/driver/openai/model.go Normal file
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@ -0,0 +1,184 @@
package openai
import (
"bytes"
"context"
"encoding/base64"
"encoding/json"
"fmt"
"io"
"net/http"
"strings"
"github.com/yaoapp/gou/fs"
)
// Model the OpenAI vision model
type Model struct {
APIKey string `json:"api_key" yaml:"api_key"`
Model string `json:"model" yaml:"model"`
Compression bool `json:"compression" yaml:"compression"`
Prompt string `json:"prompt" yaml:"prompt"`
}
// New create a new OpenAI vision model
func New(options map[string]interface{}) (*Model, error) {
model := &Model{
Model: "gpt-4-vision-preview",
Compression: true,
}
if apiKey, ok := options["api_key"].(string); ok {
model.APIKey = apiKey
}
if modelName, ok := options["model"].(string); ok {
model.Model = modelName
}
if compression, ok := options["compression"].(bool); ok {
model.Compression = compression
}
if prompt, ok := options["prompt"].(string); ok {
model.Prompt = prompt
}
if model.APIKey == "" {
return nil, fmt.Errorf("api_key is required")
}
return model, nil
}
// Analyze analyze image using OpenAI vision model
func (model *Model) Analyze(ctx context.Context, fileID string, prompt string) (map[string]interface{}, error) {
if model.APIKey == "" {
return nil, fmt.Errorf("api_key is required")
}
// Check if fileID is a URL or base64 data
var imageURL string
if strings.HasPrefix(fileID, "data:image/") {
// Already a base64 data URL
imageURL = fileID
} else if strings.HasPrefix(fileID, "http://") || strings.HasPrefix(fileID, "https://") {
// Already a URL
imageURL = fileID
} else {
// Try to read the file and convert to base64
data, err := fs.Get("data")
if err != nil {
return nil, fmt.Errorf("failed to get data fs: %w", err)
}
reader, err := data.ReadCloser(fileID)
if err != nil {
return nil, fmt.Errorf("failed to read file: %w", err)
}
defer reader.Close()
content, err := io.ReadAll(reader)
if err != nil {
return nil, fmt.Errorf("failed to read content: %w", err)
}
// Get content type
contentType := "image/png" // default
if v, err := data.MimeType(fileID); err == nil {
contentType = v
}
// Convert to base64
base64Data := base64.StdEncoding.EncodeToString(content)
imageURL = fmt.Sprintf("data:%s;base64,%s", contentType, base64Data)
}
// Prepare the request body
reqBody := map[string]interface{}{
"model": model.Model,
"messages": []map[string]interface{}{
{
"role": "user",
"content": []map[string]interface{}{
{
"type": "text",
"text": prompt,
},
{
"type": "image_url",
"image_url": map[string]interface{}{
"url": imageURL,
},
},
},
},
},
"max_tokens": 1000,
}
jsonBody, err := json.Marshal(reqBody)
if err != nil {
return nil, fmt.Errorf("failed to marshal request body: %w", err)
}
// Create request
req, err := http.NewRequestWithContext(ctx, "POST", "https://api.openai.com/v1/chat/completions", bytes.NewBuffer(jsonBody))
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", model.APIKey))
// Send request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
// Read response
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("OpenAI API error: %s", string(body))
}
// Parse response
var result map[string]interface{}
if err := json.Unmarshal(body, &result); err != nil {
return nil, fmt.Errorf("failed to parse response: %w", err)
}
// Extract content
choices, ok := result["choices"].([]interface{})
if !ok || len(choices) == 0 {
return nil, fmt.Errorf("invalid response format")
}
message, ok := choices[0].(map[string]interface{})["message"].(map[string]interface{})
if !ok {
return nil, fmt.Errorf("invalid response format")
}
content, ok := message["content"].(string)
if !ok {
return nil, fmt.Errorf("invalid response format")
}
// Try to parse content as JSON
var description map[string]interface{}
if err := json.Unmarshal([]byte(content), &description); err != nil {
// If not JSON, use the content as description
description = map[string]interface{}{
"description": content,
}
}
return description, nil
}

149
neo/vision/driver/openai/model_test.go Normal file
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@ -0,0 +1,149 @@
package openai
import (
"bytes"
"context"
"encoding/base64"
"os"
"testing"
"github.com/stretchr/testify/assert"
"github.com/yaoapp/gou/fs"
"github.com/yaoapp/yao/config"
"github.com/yaoapp/yao/neo/vision/driver/s3"
"github.com/yaoapp/yao/test"
)
var (
// 1x1 transparent PNG
testImageBase64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
)
func TestOpenAIModel(t *testing.T) {
test.Prepare(t, config.Conf)
defer test.Clean()
t.Run("Create Model", func(t *testing.T) {
model, err := New(map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
assert.NotNil(t, model)
if model != nil {
assert.Equal(t, os.Getenv("OPENAI_API_KEY"), model.APIKey)
assert.Equal(t, os.Getenv("VISION_MODEL"), model.Model)
assert.True(t, model.Compression)
}
})
t.Run("Create Model with Invalid API Key", func(t *testing.T) {
_, err := New(map[string]interface{}{})
assert.Error(t, err)
assert.Contains(t, err.Error(), "api_key is required")
})
t.Run("Analyze with Base64 Image", func(t *testing.T) {
model, err := New(map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
// Use base64 image data
result, err := model.Analyze(context.Background(), "data:image/png;base64,"+testImageBase64, "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result["description"])
})
t.Run("Analyze with URL", func(t *testing.T) {
if os.Getenv("S3_API") == "" || os.Getenv("S3_ACCESS_KEY") == "" ||
os.Getenv("S3_SECRET_KEY") == "" || os.Getenv("S3_BUCKET") == "" {
t.Skip("S3 environment variables not set")
}
model, err := New(map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
// Create S3 client and upload test image
s3Client, err := s3.New(map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": "5m",
})
assert.NoError(t, err)
// Upload test image
imgData, err := base64.StdEncoding.DecodeString(testImageBase64)
assert.NoError(t, err)
reader := bytes.NewReader(imgData)
fileID, err := s3Client.Upload(context.Background(), "test.png", reader, "image/png")
assert.NoError(t, err)
// Get URL from S3
url := s3Client.URL(context.Background(), fileID)
assert.NotEmpty(t, url)
// Use S3 URL for analysis
result, err := model.Analyze(context.Background(), url, "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result["description"])
})
t.Run("Analyze with File ID", func(t *testing.T) {
model, err := New(map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
// Create test file
data, err := fs.Get("data")
assert.NoError(t, err)
// Write test image data
imgData, err := base64.StdEncoding.DecodeString(testImageBase64)
assert.NoError(t, err)
_, err = data.WriteFile("/__vision_test/test.png", imgData, 0644)
assert.NoError(t, err)
// Analyze using file ID
result, err := model.Analyze(context.Background(), "/__vision_test/test.png", "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result["description"])
})
t.Run("Analyze with Invalid File ID", func(t *testing.T) {
model, err := New(map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
_, err = model.Analyze(context.Background(), "/non-existent.png", "Describe this image in detail")
assert.Error(t, err)
assert.Contains(t, err.Error(), "failed to read file")
})
t.Run("Analyze with Invalid API Key", func(t *testing.T) {
model, err := New(map[string]interface{}{
"api_key": "invalid-key",
"model": os.Getenv("VISION_MODEL"),
})
assert.NoError(t, err)
_, err = model.Analyze(context.Background(), "data:image/png;base64,"+testImageBase64, "Describe this image in detail")
assert.Error(t, err)
assert.Contains(t, err.Error(), "OpenAI API error")
})
}

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package s3
import (
"context"
"fmt"
"io"
"path/filepath"
"strings"
"time"
"github.com/aws/aws-sdk-go-v2/aws"
"github.com/aws/aws-sdk-go-v2/credentials"
"github.com/aws/aws-sdk-go-v2/service/s3"
)
// DefaultExpiration default expiration time for presigned URLs (5 minutes)
const DefaultExpiration = 5 * time.Minute
// Storage the S3 storage driver
type Storage struct {
Endpoint string `json:"endpoint" yaml:"endpoint"`
Region string `json:"region" yaml:"region"`
Key string `json:"key" yaml:"key"`
Secret string `json:"secret" yaml:"secret"`
Bucket string `json:"bucket" yaml:"bucket"`
Expiration time.Duration `json:"expiration" yaml:"expiration"`
client *s3.Client
prefix string
}
// New create a new S3 storage
func New(options map[string]interface{}) (*Storage, error) {
storage := &Storage{
Region: "auto",
Expiration: DefaultExpiration,
}
if endpoint, ok := options["endpoint"].(string); ok {
storage.Endpoint = endpoint
}
if region, ok := options["region"].(string); ok {
storage.Region = region
}
if key, ok := options["key"].(string); ok {
storage.Key = key
}
if secret, ok := options["secret"].(string); ok {
storage.Secret = secret
}
if bucket, ok := options["bucket"].(string); ok {
storage.Bucket = bucket
}
if prefix, ok := options["prefix"].(string); ok {
storage.prefix = prefix
}
if exp, ok := options["expiration"].(time.Duration); ok {
storage.Expiration = exp
}
// Validate required fields
if storage.Key == "" || storage.Secret == "" {
return nil, fmt.Errorf("key and secret are required")
}
if storage.Bucket == "" {
return nil, fmt.Errorf("bucket is required")
}
// Create S3 client
opts := s3.Options{
Region: storage.Region,
Credentials: credentials.NewStaticCredentialsProvider(storage.Key, storage.Secret, ""),
UsePathStyle: true,
}
if storage.Endpoint != "" {
// Remove bucket name from endpoint if present
endpoint := storage.Endpoint
if strings.Contains(endpoint, "/"+storage.Bucket) {
endpoint = strings.TrimSuffix(endpoint, "/"+storage.Bucket)
}
opts.BaseEndpoint = aws.String(endpoint)
}
storage.client = s3.New(opts)
return storage, nil
}
// Upload upload file to S3
func (storage *Storage) Upload(ctx context.Context, filename string, reader io.Reader, contentType string) (string, error) {
if storage.client == nil {
return "", fmt.Errorf("s3 client not initialized")
}
// Generate file ID
fileID := storage.makeID(filename, filepath.Ext(filename))
key := filepath.Join(storage.prefix, fileID)
// Upload file
_, err := storage.client.PutObject(ctx, &s3.PutObjectInput{
Bucket: aws.String(storage.Bucket),
Key: aws.String(key),
Body: reader,
ContentType: aws.String(contentType),
})
if err != nil {
return "", fmt.Errorf("failed to upload file: %w", err)
}
return fileID, nil
}
// Download download file from S3
func (storage *Storage) Download(ctx context.Context, fileID string) (io.ReadCloser, string, error) {
if storage.client == nil {
return nil, "", fmt.Errorf("s3 client not initialized")
}
key := filepath.Join(storage.prefix, fileID)
// Get object
result, err := storage.client.GetObject(ctx, &s3.GetObjectInput{
Bucket: aws.String(storage.Bucket),
Key: aws.String(key),
})
if err != nil {
return nil, "", fmt.Errorf("failed to download file: %w", err)
}
contentType := "application/octet-stream"
if result.ContentType != nil {
contentType = *result.ContentType
}
return result.Body, contentType, nil
}
// URL get file url with expiration
func (storage *Storage) URL(ctx context.Context, fileID string) string {
if storage.client == nil {
return ""
}
key := filepath.Join(storage.prefix, fileID)
presignClient := s3.NewPresignClient(storage.client)
request, err := presignClient.PresignGetObject(ctx, &s3.GetObjectInput{
Bucket: aws.String(storage.Bucket),
Key: aws.String(key),
}, s3.WithPresignExpires(storage.Expiration))
if err != nil {
return ""
}
return request.URL
}
func (storage *Storage) makeID(filename string, ext string) string {
date := time.Now().Format("20060102")
name := strings.TrimSuffix(filepath.Base(filename), ext)
return fmt.Sprintf("%s/%s-%d%s", date, name, time.Now().UnixNano(), ext)
}

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package s3
import (
"bytes"
"context"
"io"
"os"
"testing"
"time"
"github.com/stretchr/testify/assert"
"github.com/yaoapp/yao/config"
"github.com/yaoapp/yao/test"
)
func TestS3Storage(t *testing.T) {
test.Prepare(t, config.Conf)
defer test.Clean()
t.Run("Create Storage", func(t *testing.T) {
options := map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": 10 * time.Minute,
}
storage, err := New(options)
if err != nil {
t.Logf("Error creating storage: %v", err)
}
assert.NoError(t, err)
assert.NotNil(t, storage)
if storage != nil {
assert.Equal(t, os.Getenv("S3_API"), storage.Endpoint)
assert.Equal(t, "auto", storage.Region)
assert.Equal(t, os.Getenv("S3_ACCESS_KEY"), storage.Key)
assert.Equal(t, os.Getenv("S3_SECRET_KEY"), storage.Secret)
assert.Equal(t, os.Getenv("S3_BUCKET"), storage.Bucket)
assert.Equal(t, "vision-test", storage.prefix)
assert.Equal(t, 10*time.Minute, storage.Expiration)
}
})
t.Run("Upload and Download", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": 5 * time.Minute,
})
assert.NoError(t, err)
content := []byte("test content")
reader := bytes.NewReader(content)
fileID, err := storage.Upload(context.Background(), "test.txt", reader, "text/plain")
assert.NoError(t, err)
assert.NotEmpty(t, fileID)
// Get presigned URL
url := storage.URL(context.Background(), fileID)
assert.NotEmpty(t, url)
assert.Contains(t, url, "X-Amz-Signature")
assert.Contains(t, url, "X-Amz-Expires")
// Test with different expiration
storage.Expiration = 1 * time.Hour
url2 := storage.URL(context.Background(), fileID)
assert.NotEmpty(t, url2)
assert.Contains(t, url2, "X-Amz-Signature")
assert.Contains(t, url2, "X-Amz-Expires=3600")
// Download
reader2, contentType, err := storage.Download(context.Background(), fileID)
if err != nil {
t.Logf("Download error: %v", err)
t.FailNow()
}
assert.NoError(t, err)
assert.Contains(t, contentType, "text/plain")
if reader2 != nil {
downloaded, err := io.ReadAll(reader2)
assert.NoError(t, err)
assert.Equal(t, content, downloaded)
reader2.Close()
}
})
t.Run("Upload with Custom Expiration", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": 5 * time.Minute,
})
assert.NoError(t, err)
content := []byte("test content")
reader := bytes.NewReader(content)
fileID, err := storage.Upload(context.Background(), "test.txt", reader, "text/plain")
assert.NoError(t, err)
assert.NotEmpty(t, fileID)
// Get URL with default expiration (5 minutes)
url := storage.URL(context.Background(), fileID)
assert.NotEmpty(t, url)
assert.Contains(t, url, "X-Amz-Signature")
assert.Contains(t, url, "X-Amz-Expires=300") // 5 minutes = 300 seconds
// Change expiration and get new URL
storage.Expiration = 2 * time.Hour
url2 := storage.URL(context.Background(), fileID)
assert.NotEmpty(t, url2)
assert.Contains(t, url2, "X-Amz-Signature")
assert.Contains(t, url2, "X-Amz-Expires=7200") // 2 hours = 7200 seconds
})
t.Run("Download Non-existent File", func(t *testing.T) {
storage, err := New(map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": 5 * time.Minute,
})
assert.NoError(t, err)
_, _, err = storage.Download(context.Background(), "non-existent.txt")
assert.Error(t, err)
})
}

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package driver
import (
"context"
"io"
)
// Config the vision configuration
type Config struct {
Storage StorageConfig `json:"storage" yaml:"storage"`
Model ModelConfig `json:"model" yaml:"model"`
}
// StorageConfig the storage configuration
type StorageConfig struct {
Driver string `json:"driver" yaml:"driver"`
Options map[string]interface{} `json:"options" yaml:"options"`
}
// ModelConfig the model configuration
type ModelConfig struct {
Driver string `json:"driver" yaml:"driver"`
Options map[string]interface{} `json:"options" yaml:"options"`
}
// Storage the storage interface
type Storage interface {
Upload(ctx context.Context, filename string, reader io.Reader, contentType string) (string, error)
Download(ctx context.Context, fileID string) (io.ReadCloser, string, error)
URL(ctx context.Context, fileID string) string
}
// Model the vision model interface
type Model interface {
Analyze(ctx context.Context, fileID string, prompt string) (map[string]interface{}, error)
}
// Response the vision response
type Response struct {
FileID string `json:"file_id" yaml:"file_id"`
URL string `json:"url" yaml:"url"`
Description map[string]interface{} `json:"description" yaml:"description"`
}

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根据这个数据结构，和说明实现一下对应的逻辑。
1. driver 单独一个目录. 每个 driver 一个目录，model 和 storage 在一级即可。 放在@vision 下
2. model driver: 支持 openai
3. storage driver 支持 local 和 s3 . local 使用我框架的 fs 实现，参考@file.go
4. 在 程序启动时候，设置视觉配置。(作为可选配置） @types.go
5. 统一的创建和调用入口，调用时需传入 chat model (用来判断是否支持视觉) 和图片路径，（使用 fs 读取）。 @vision.go
6. 用一个回调函数，外部传入用来格式化返回的数据。

110
neo/vision/vision.go Normal file
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package vision
import (
"context"
"fmt"
"io"
"strings"
"time"
"github.com/yaoapp/yao/neo/vision/driver"
"github.com/yaoapp/yao/neo/vision/driver/local"
"github.com/yaoapp/yao/neo/vision/driver/openai"
"github.com/yaoapp/yao/neo/vision/driver/s3"
)
// Vision the vision service
type Vision struct {
storage driver.Storage
model driver.Model
}
// New create a new vision service
func New(cfg *driver.Config) (*Vision, error) {
// Create storage driver
var storage driver.Storage
var err error
switch cfg.Storage.Driver {
case "local":
storage, err = local.New(cfg.Storage.Options)
case "s3":
// Convert expiration string to duration if present
if exp, ok := cfg.Storage.Options["expiration"].(string); ok {
if duration, err := time.ParseDuration(exp); err == nil {
cfg.Storage.Options["expiration"] = duration
}
}
storage, err = s3.New(cfg.Storage.Options)
default:
return nil, fmt.Errorf("storage driver %s not supported", cfg.Storage.Driver)
}
if err != nil {
return nil, fmt.Errorf("create storage driver error: %s", err.Error())
}
// Create model driver
var model driver.Model
switch cfg.Model.Driver {
case "openai":
model, err = openai.New(cfg.Model.Options)
default:
return nil, fmt.Errorf("model driver %s not supported", cfg.Model.Driver)
}
if err != nil {
return nil, fmt.Errorf("create model driver error: %s", err.Error())
}
return &Vision{
storage: storage,
model: model,
}, nil
}
// Upload upload file
func (v *Vision) Upload(ctx context.Context, filename string, reader io.Reader, contentType string) (*driver.Response, error) {
fileID, err := v.storage.Upload(ctx, filename, reader, contentType)
if err != nil {
return nil, err
}
return &driver.Response{
FileID: fileID,
URL: v.storage.URL(ctx, fileID),
}, nil
}
// Analyze analyze image using vision model
func (v *Vision) Analyze(ctx context.Context, fileID string, prompt string) (*driver.Response, error) {
if v.model == nil {
return nil, fmt.Errorf("model is required")
}
var url string
// If the input is already a base64 data URL or a HTTP(S) URL, use it directly
if strings.HasPrefix(fileID, "data:image/") || strings.HasPrefix(fileID, "http://") || strings.HasPrefix(fileID, "https://") {
url = fileID
} else {
// Otherwise, try to get the URL from storage
url = v.storage.URL(ctx, fileID)
if url == "" {
return nil, fmt.Errorf("failed to get URL for file %s", fileID)
}
}
result, err := v.model.Analyze(ctx, url, prompt)
if err != nil {
return nil, err
}
return &driver.Response{
FileID: fileID,
URL: url,
Description: result,
}, nil
}
// Download download file
func (v *Vision) Download(ctx context.Context, fileID string) (io.ReadCloser, string, error) {
return v.storage.Download(ctx, fileID)
}

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package vision
import (
"bytes"
"context"
"encoding/base64"
"fmt"
"io"
"net/http"
"net/http/httptest"
"os"
"testing"
"github.com/stretchr/testify/assert"
"github.com/yaoapp/gou/fs"
"github.com/yaoapp/yao/config"
"github.com/yaoapp/yao/neo/vision/driver"
"github.com/yaoapp/yao/test"
)
var (
// 1x1 transparent PNG
testImageBase64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
)
func TestVision(t *testing.T) {
test.Prepare(t, config.Conf)
defer test.Clean()
// Setup test server for image hosting
imgServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
// Log request for debugging
t.Logf("Received request for: %s", r.URL.Path)
// Always return the test image
imgData, _ := base64.StdEncoding.DecodeString(testImageBase64)
w.Header().Set("Content-Type", "image/png")
w.Write(imgData)
}))
defer imgServer.Close()
t.Logf("Test server running at: %s", imgServer.URL)
t.Run("Create Vision Service", func(t *testing.T) {
vision, err := createTestVision(imgServer.URL)
assert.NoError(t, err)
assert.NotNil(t, vision)
})
t.Run("Upload and Download with Local Storage", func(t *testing.T) {
vision, err := createTestVision(imgServer.URL)
assert.NoError(t, err)
// Test with text file
content := []byte("test content")
reader := bytes.NewReader(content)
resp, err := vision.Upload(context.Background(), "test.txt", reader, "text/plain")
assert.NoError(t, err)
assert.NotEmpty(t, resp.FileID)
assert.NotEmpty(t, resp.URL)
// Download
reader2, contentType, err := vision.Download(context.Background(), resp.FileID)
assert.NoError(t, err)
assert.Contains(t, contentType, "text/plain")
if reader2 != nil {
downloaded, err := io.ReadAll(reader2)
assert.NoError(t, err)
assert.Equal(t, content, downloaded)
reader2.Close()
}
})
t.Run("Upload and Download with S3 Storage", func(t *testing.T) {
vision, err := createTestVisionWithS3()
if err != nil {
t.Skip("S3 configuration not available")
}
// Test with text file
content := []byte("test content")
reader := bytes.NewReader(content)
resp, err := vision.Upload(context.Background(), "test.txt", reader, "text/plain")
assert.NoError(t, err)
assert.NotEmpty(t, resp.FileID)
assert.NotEmpty(t, resp.URL)
// Download
reader2, contentType, err := vision.Download(context.Background(), resp.FileID)
assert.NoError(t, err)
assert.Contains(t, contentType, "text/plain")
if reader2 != nil {
downloaded, err := io.ReadAll(reader2)
assert.NoError(t, err)
assert.Equal(t, content, downloaded)
reader2.Close()
}
})
t.Run("Analyze Image with Base64", func(t *testing.T) {
// Create vision service
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "local",
Options: map[string]interface{}{
"path": "/__vision_test",
"compression": true,
},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
},
},
}
vision, err := New(cfg)
assert.NoError(t, err)
// Use base64 data directly
result, err := vision.Analyze(context.Background(), "data:image/png;base64,"+testImageBase64, "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result.Description)
})
t.Run("Analyze Image with File", func(t *testing.T) {
// Create vision service
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "local",
Options: map[string]interface{}{
"path": "/__vision_test",
"compression": true,
},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
},
},
}
vision, err := New(cfg)
assert.NoError(t, err)
// Create test file
data, err := fs.Get("data")
assert.NoError(t, err)
// Write test image data
imgData, err := base64.StdEncoding.DecodeString(testImageBase64)
assert.NoError(t, err)
_, err = data.WriteFile("/test.png", imgData, 0644)
assert.NoError(t, err)
// Analyze using file path
result, err := vision.Analyze(context.Background(), "/test.png", "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result.Description)
})
t.Run("Analyze Image with S3 URL", func(t *testing.T) {
if os.Getenv("S3_API") == "" || os.Getenv("S3_ACCESS_KEY") == "" ||
os.Getenv("S3_SECRET_KEY") == "" || os.Getenv("S3_BUCKET") == "" {
t.Skip("S3 environment variables not set")
}
// Create vision service
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "s3",
Options: map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": "5m",
},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
},
},
}
vision, err := New(cfg)
assert.NoError(t, err)
// Upload test image
imgData, err := base64.StdEncoding.DecodeString(testImageBase64)
assert.NoError(t, err)
reader := bytes.NewReader(imgData)
resp, err := vision.Upload(context.Background(), "test.png", reader, "image/png")
assert.NoError(t, err)
assert.NotEmpty(t, resp.FileID)
assert.NotEmpty(t, resp.URL)
// Analyze using S3 URL
result, err := vision.Analyze(context.Background(), resp.URL, "Describe this image in detail")
assert.NoError(t, err)
assert.NotNil(t, result)
assert.NotEmpty(t, result.Description)
})
t.Run("Invalid Model", func(t *testing.T) {
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "local",
Options: map[string]interface{}{
"path": "/__vision_test",
"compression": true,
},
},
Model: driver.ModelConfig{
Driver: "invalid",
Options: map[string]interface{}{},
},
}
_, err := New(cfg)
assert.Error(t, err)
assert.Contains(t, err.Error(), "model driver invalid not supported")
})
t.Run("Invalid Storage", func(t *testing.T) {
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "invalid",
Options: map[string]interface{}{},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": "test",
},
},
}
_, err := New(cfg)
assert.Error(t, err)
assert.Contains(t, err.Error(), "storage driver invalid not supported")
})
}
func createTestVision(baseURL string) (*Vision, error) {
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "local",
Options: map[string]interface{}{
"path": "/__vision_test",
"compression": true,
"base_url": baseURL,
},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
"prompt": `# Objective
You are a vision assistant, you can help the user to understand the image and describe it.
## Task Execution Steps
1. Understand the image/video and describe it.
2. Describe the image/video in detail.
## Result Format
{
"description": "The description of the image/video",
"content": "The content of the image/video"
}`,
},
},
}
return New(cfg)
}
func createTestVisionWithS3() (*Vision, error) {
// Check required S3 environment variables
if os.Getenv("S3_API") == "" || os.Getenv("S3_ACCESS_KEY") == "" ||
os.Getenv("S3_SECRET_KEY") == "" || os.Getenv("S3_BUCKET") == "" {
return nil, fmt.Errorf("S3 environment variables not set")
}
cfg := &driver.Config{
Storage: driver.StorageConfig{
Driver: "s3",
Options: map[string]interface{}{
"endpoint": os.Getenv("S3_API"),
"region": "auto",
"key": os.Getenv("S3_ACCESS_KEY"),
"secret": os.Getenv("S3_SECRET_KEY"),
"bucket": os.Getenv("S3_BUCKET"),
"prefix": "vision-test",
"expiration": "5m",
},
},
Model: driver.ModelConfig{
Driver: "openai",
Options: map[string]interface{}{
"api_key": os.Getenv("OPENAI_API_KEY"),
"model": os.Getenv("VISION_MODEL"),
"prompt": `# Objective
You are a vision assistant, you can help the user to understand the image and describe it.
## Task Execution Steps
1. Understand the image/video and describe it.
2. Describe the image/video in detail.
## Result Format
{
"description": "The description of the image/video",
"content": "The content of the image/video"
}`,
},
},
}
return New(cfg)
}