feat: support image upload

api.go

@@ -52,5 +52,5 @@ func (api *API) Request(model Model) (string, error) {
 	if err != nil {
 		return "", err
 	}
-	return model.Output(), nil
+	return model.Output().String(), nil
 }

chat/chat.go

@@ -63,24 +63,24 @@ func (l *Log[T]) Add(grp int64, item T, isbot bool) {
 func (l *Log[T]) Modelize(p model.Protocol, grp int64, sysp string, isusersystem bool) deepinfra.Model {
 	m := p
 	if sysp != "" && !isusersystem {
-		m.System(sysp)
+		m.System(model.NewContentText(sysp))
 	}
 	l.mu.RLock()
 	defer l.mu.RUnlock()
 	sz := len(l.m[grp])
 	if sz == 0 {
-		return m.User(l.defaultprompt)
+		return m.User(model.NewContentText(l.defaultprompt))
 	}
 	for i, msg := range l.m[grp] {
 		if i%2 == 0 { // is user
 			if i == 0 && isusersystem {
-				_ = m.User(sysp + "\n\n" + msg.String())
+				_ = m.User(model.NewContentText(sysp + "\n\n" + msg.String()))
 				continue
 			}
-			_ = m.User(msg.String())
+			_ = m.User(model.NewContentText(msg.String()))
 			continue
 		}
-		_ = m.Assistant(msg.String())
+		_ = m.Assistant(model.NewContentText(msg.String()))
 	}
 	return m
 }

go.mod

@@ -1,3 +1,21 @@
 module github.com/fumiama/deepinfra
 
 go 1.20
+
+require (
+	github.com/FloatTech/gg v1.1.3
+	github.com/FloatTech/imgfactory v0.2.1
+	github.com/fumiama/imgsz v0.0.4
+)
+
+require (
+	github.com/disintegration/imaging v1.6.2 // indirect
+	github.com/ericpauley/go-quantize v0.0.0-20200331213906-ae555eb2afa4 // indirect
+	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 // indirect
+	golang.org/x/text v0.15.0 // indirect
+)
+
+require (
+	github.com/pkg/errors v0.9.1
+	golang.org/x/image v0.16.0 // indirect
+)

go.sum

@@ -0,0 +1,20 @@
+github.com/FloatTech/gg v1.1.3 h1:+GlL02lTKsxJQr4WCuNwVxC1/eBZrCvypCIBtxuOFb4=
+github.com/FloatTech/gg v1.1.3/go.mod h1:/9oLP54CMfq4r+71XL26uaFTJ1uL1boAyX67680/1HE=
+github.com/FloatTech/imgfactory v0.2.1 h1:XoVwy0Xu0AvTRtzlhv5teZcuZlAcHrYjeQ8MynJ/zlk=
+github.com/FloatTech/imgfactory v0.2.1/go.mod h1:QBJKHbzpE+x/9Wn7mXebWap/K/xUJSjgiaelAElwU9Q=
+github.com/disintegration/imaging v1.6.2 h1:w1LecBlG2Lnp8B3jk5zSuNqd7b4DXhcjwek1ei82L+c=
+github.com/disintegration/imaging v1.6.2/go.mod h1:44/5580QXChDfwIclfc/PCwrr44amcmDAg8hxG0Ewe4=
+github.com/ericpauley/go-quantize v0.0.0-20200331213906-ae555eb2afa4 h1:BBade+JlV/f7JstZ4pitd4tHhpN+w+6I+LyOS7B4fyU=
+github.com/ericpauley/go-quantize v0.0.0-20200331213906-ae555eb2afa4/go.mod h1:H7chHJglrhPPzetLdzBleF8d22WYOv7UM/lEKYiwlKM=
+github.com/fumiama/imgsz v0.0.4 h1:Lsasu2hdSSFS+vnD+nvR1UkiRMK7hcpyYCC0FzgSMFI=
+github.com/fumiama/imgsz v0.0.4/go.mod h1:bISOQVTlw9sRytPwe8ir7tAaEmyz9hSNj9n8mXMBG0E=
+github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 h1:DACJavvAHhabrF08vX0COfcOBJRhZ8lUbR+ZWIs0Y5g=
+github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0/go.mod h1:E/TSTwGwJL78qG/PmXZO1EjYhfJinVAhrmmHX6Z8B9k=
+github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
+github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+golang.org/x/image v0.0.0-20191009234506-e7c1f5e7dbb8/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
+golang.org/x/image v0.16.0 h1:9kloLAKhUufZhA12l5fwnx2NZW39/we1UhBesW433jw=
+golang.org/x/image v0.16.0/go.mod h1:ugSZItdV4nOxyqp56HmXwH0Ry0nBCpjnZdpDaIHdoPs=
+golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
+golang.org/x/text v0.15.0 h1:h1V/4gjBv8v9cjcR6+AR5+/cIYK5N/WAgiv4xlsEtAk=
+golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=

model/api.go

@@ -12,8 +12,8 @@ type Inputer interface {
 }
 
 type Outputer interface {
-	Output() string
-	OutputRaw() string
+	Output() Contents
+	OutputRaw() Contents
 }
 
 type Requester interface {
@@ -22,9 +22,9 @@ type Requester interface {
 }
 
 type MessageBuilder[T any] interface {
-	System(prompt string) T
-	User(prompt string) T
-	Assistant(prompt string) T
+	System(prompt ...Content) T
+	User(prompt ...Content) T
+	Assistant(prompt ...Content) T
 }
 
 type Protocol interface {

model/content.go

@@ -0,0 +1,93 @@
+package model
+
+import (
+	"bytes"
+	"encoding/base64"
+	"io"
+	"mime"
+	"strings"
+
+	"github.com/fumiama/imgsz"
+	"github.com/pkg/errors"
+)
+
+var (
+	ErrUnsupportedImageExtension = errors.New("unsupported image extension")
+)
+
+type ContentType string
+
+const (
+	ContentTypeText     ContentType = "text"
+	ContentTypeImageURL ContentType = "image_url"
+)
+
+type Contents []Content
+
+func (cs Contents) String() string {
+	switch len(cs) {
+	case 0:
+		return ""
+	case 1:
+		if cs[0].Type == ContentTypeText {
+			return cs[0].Text
+		}
+		fallthrough
+	default:
+		sb := strings.Builder{}
+		for _, c := range cs {
+			switch c.Type {
+			case ContentTypeText:
+				sb.WriteString("<text>")
+				sb.WriteString(c.Text)
+				sb.WriteString("</text>")
+			case ContentTypeImageURL:
+				if c.ImageURL != nil {
+					sb.WriteString("<image_url>")
+					sb.WriteString(c.ImageURL.URL)
+					sb.WriteString("</image_url>")
+				}
+			default:
+				panic("unsupported ContentType " + c.Type)
+			}
+		}
+		return sb.String()
+	}
+}
+
+type Content struct {
+	Type     ContentType      `json:"type"`
+	Text     string           `json:"text,omitempty"`
+	ImageURL *ContentImageURL `json:"image_url,omitempty"`
+}
+
+func NewContentText(txt string) Content {
+	return Content{Type: ContentTypeText, Text: txt}
+}
+
+type ContentImageURL struct {
+	URL string `json:"url"`
+}
+
+func NewContentImageURL(u string) Content {
+	return Content{Type: ContentTypeImageURL, ImageURL: &ContentImageURL{URL: u}}
+}
+
+func NewContentImageDataBase64URL(data []byte) (string, error) {
+	_, ext, err := imgsz.DecodeSize(bytes.NewReader(data))
+	if err != nil {
+		return "", err
+	}
+	typ := mime.TypeByExtension("." + ext)
+	if len(typ) == 0 {
+		return "", errors.Wrap(ErrUnsupportedImageExtension, ext)
+	}
+	sb := strings.Builder{}
+	sb.WriteString("data:")
+	sb.WriteString(typ)
+	sb.WriteString(";base64,")
+	enc := base64.NewEncoder(base64.StdEncoding, &sb)
+	_, _ = io.Copy(enc, bytes.NewReader(data))
+	_ = enc.Close()
+	return sb.String(), nil
+}

model/content_test.go

@@ -0,0 +1,33 @@
+package model
+
+import (
+	"encoding/base64"
+	"strings"
+	"testing"
+)
+
+const contentTextSmallImage = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNk+A8AAQUBAScY42YAAAAASUVORK5CYII="
+
+func TestContentImageDataBytes(t *testing.T) {
+	// 从 smallimg 中提取 base64 数据
+	parts := strings.Split(contentTextSmallImage, ",")
+	if len(parts) != 2 {
+		t.Fatal("Invalid data URL format")
+	}
+
+	// 解码 base64 数据
+	data, err := base64.StdEncoding.DecodeString(parts[1])
+	if err != nil {
+		t.Fatalf("Failed to decode base64: %v", err)
+	}
+
+	s, err := NewContentImageDataBase64URL(data)
+	if err != nil {
+		t.Fatalf("NewContentImageDataBytes failed: %v", err)
+	}
+
+	// 比较结果
+	if s != contentTextSmallImage {
+		t.Errorf("Expected %s, got %s", contentTextSmallImage, s)
+	}
+}

model/genai.go

@@ -13,16 +13,22 @@ const (
 	ModelGemini15Flash = "models/gemini-1.5-flash"
 )
 
-type Text struct {
-	Text string `json:"text"`
+type GenAIInlineData struct {
+	MimeType string `json:"mime_type"`
+	Data     string `json:"data"` // Data is base64 repr
 }
 
-type Content struct {
-	Parts []Text `json:"parts"`
-	Role  string `json:"role,omitempty"`
+type GenAIPart struct {
+	Text       string           `json:"text,omitempty"`
+	InlineData *GenAIInlineData `json:"inline_data,omitempty"`
 }
 
-func (c *Content) String() string {
+type GenAIContent struct {
+	Parts []GenAIPart `json:"parts"`
+	Role  string      `json:"role,omitempty"`
+}
+
+func (c *GenAIContent) String() string {
 	sb := strings.Builder{}
 	for _, p := range c.Parts {
 		sb.WriteString(p.Text)
@@ -30,10 +36,10 @@ func (c *Content) String() string {
 	return sb.String()
 }
 
-type Candidate struct {
-	Content      Content `json:"content"`
-	FinishReason string  `json:"finishReason"`
-	Index        int     `json:"index"`
+type GenAICandidate struct {
+	Content      GenAIContent `json:"content"`
+	FinishReason string       `json:"finishReason"`
+	Index        int          `json:"index"`
 }
 
 // GenAI is Goole API format
@@ -41,8 +47,8 @@ type GenAI struct {
 	model    string `json:"-"`
 	Protocol `json:"-"`
 	// request only
-	Contents          []Content `json:"contents,omitempty"`
-	SystemInstruction *Content  `json:"systemInstruction,omitempty"`
+	Contents          []GenAIContent `json:"contents,omitempty"`
+	SystemInstruction *GenAIContent  `json:"systemInstruction,omitempty"`
 	GenerationConfig  struct {
 		Temperature      float32 `json:"temperature,omitempty"`
 		ResponseMimeType string  `json:"responseMimeType,omitempty"`
@@ -50,7 +56,7 @@ type GenAI struct {
 		MaxOutputTokens  int     `json:"maxOutputTokens,omitempty"`
 	} `json:"generationConfig"`
 	// callback only
-	Candidates []Candidate `json:"candidates,omitempty"`
+	Candidates []GenAICandidate `json:"candidates,omitempty"`
 }
 
 // NewGenAI use temp 0.7, topp 0.9, maxn 4096 if you don't know the meaning.
@@ -85,35 +91,99 @@ func (opai *GenAI) Parse(body io.Reader) error {
 	return json.NewDecoder(body).Decode(&opai)
 }
 
-func (opai *GenAI) Output() string {
+func (opai *GenAI) Output() Contents {
+	return opai.OutputRaw()
+}
+
+func (opai *GenAI) OutputRaw() Contents {
 	if len(opai.Candidates) == 0 {
-		return ""
+		return nil
 	}
-	return opai.Candidates[0].Content.String()
+	raw := opai.Candidates[0].Content
+	cs := make(Contents, len(raw.Parts))
+	for i, c := range raw.Parts {
+		switch {
+		case c.Text != "":
+			cs[i].Type = ContentTypeText
+			cs[i].Text = c.Text
+		case c.InlineData != nil:
+			cs[i].Type = ContentTypeImageURL
+			if strings.HasPrefix(c.InlineData.MimeType, "image/") {
+				cs[i].ImageURL = &ContentImageURL{
+					URL: "data:" + c.InlineData.MimeType + ";base64," + c.InlineData.Data,
+				}
+			}
+		default:
+			panic("unsupported genai part")
+		}
+	}
+	return cs
 }
 
-func (opai *GenAI) OutputRaw() string {
-	return opai.Output()
+func (cs Contents) ToGenAIParts() []GenAIPart {
+	ps := make([]GenAIPart, 0, len(cs))
+	for _, c := range cs {
+		switch c.Type {
+		case ContentTypeText:
+			ps = append(ps, GenAIPart{Text: c.Text})
+		case ContentTypeImageURL:
+			if strings.HasPrefix(c.ImageURL.URL, "data:") {
+				typ, dat, ok := strings.Cut(strings.TrimPrefix(c.ImageURL.URL, "data:"), ";")
+				if !ok {
+					continue
+				}
+				ps = append(ps, GenAIPart{InlineData: &GenAIInlineData{
+					MimeType: typ,
+					Data:     dat[1:], // skip ;
+				}})
+				continue
+			}
+			resp, err := http.Get(c.ImageURL.URL)
+			if err != nil {
+				continue
+			}
+			defer resp.Body.Close()
+			data, err := io.ReadAll(resp.Body)
+			if err != nil {
+				continue
+			}
+			s, err := NewContentImageDataBase64URL(data)
+			if err != nil {
+				continue
+			}
+			typ, dat, ok := strings.Cut(strings.TrimPrefix(s, "data:"), ",")
+			if !ok {
+				continue
+			}
+			ps = append(ps, GenAIPart{InlineData: &GenAIInlineData{
+				MimeType: typ,
+				Data:     dat[1:], // skip ,
+			}})
+		default:
+			panic("unsupported ContentType " + c.Type)
+		}
+	}
+	return ps
 }
 
-func (opai *GenAI) System(prompt string) Protocol {
-	opai.SystemInstruction = &Content{
-		Parts: []Text{{prompt}},
+func (opai *GenAI) System(prompt ...Content) Protocol {
+	opai.SystemInstruction = &GenAIContent{
+		Parts: Contents(prompt).ToGenAIParts(),
 	}
 	return opai
 }
 
-func (opai *GenAI) User(prompt string) Protocol {
-	opai.Contents = append(opai.Contents, Content{
-		Parts: []Text{{prompt}},
+func (opai *GenAI) User(prompt ...Content) Protocol {
+	opai.Contents = append(opai.Contents, GenAIContent{
+		Parts: Contents(prompt).ToGenAIParts(),
 		Role:  "user",
 	})
 	return opai
 }
 
-func (opai *GenAI) Assistant(prompt string) Protocol {
-	opai.Contents = append(opai.Contents, Content{
-		Parts: []Text{{prompt}},
+func (opai *GenAI) Assistant(prompt ...Content) Protocol {
+	opai.Contents = append(opai.Contents, GenAIContent{
+		Parts: Contents(prompt).ToGenAIParts(),
 		Role:  "model",
 	})
 	return opai

model/ollama.go

@@ -7,22 +7,27 @@ import (
 	"net/http"
 )
 
+type OLLaMAMessage struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+
 // OLLaMA as an specified example.
 type OLLaMA struct {
 	sep      string
 	Protocol `json:"-"`
 	// callback only
-	ID       string    `json:"id,omitempty"`
-	Object   string    `json:"object,omitempty"`
-	Created  int       `json:"created,omitempty"`
-	Messages []Message `json:"messages"`
+	ID       string          `json:"id,omitempty"`
+	Object   string          `json:"object,omitempty"`
+	Created  int             `json:"created,omitempty"`
+	Messages []OLLaMAMessage `json:"messages"`
 	// callback/request
-	Model       string   `json:"model"`
-	Message     *Message `json:"message,omitempty"`
-	Temperature float32  `json:"temperature"` // Temperature 0.7
-	TopP        float32  `json:"top_p"`       // TopP 0.9
-	MaxTokens   int      `json:"max_tokens"`  // MaxTokens 4096
-	Stream      bool     `json:"stream"`
+	Model       string         `json:"model"`
+	Message     *OLLaMAMessage `json:"message,omitempty"`
+	Temperature float32        `json:"temperature"` // Temperature 0.7
+	TopP        float32        `json:"top_p"`       // TopP 0.9
+	MaxTokens   int            `json:"max_tokens"`  // MaxTokens 4096
+	Stream      bool           `json:"stream"`
 }
 
 // NewOLLaMA use temp 0.7, topp 0.9, maxn 4096 if you don't know the meaning.
@@ -58,41 +63,41 @@ func (ollm *OLLaMA) Parse(body io.Reader) error {
 	return json.NewDecoder(body).Decode(&ollm)
 }
 
-func (ollm *OLLaMA) Output() string {
+func (ollm *OLLaMA) Output() Contents {
 	if ollm.Message == nil {
-		return ""
+		return nil
 	}
-	return CutLast(ollm.Message.Content, ollm.sep)
+	return Contents{NewContentText(CutLast(ollm.Message.Content, ollm.sep))}
 }
 
-func (ollm *OLLaMA) OutputRaw() string {
+func (ollm *OLLaMA) OutputRaw() Contents {
 	if ollm.Message == nil {
-		return ""
+		return nil
 	}
-	return ollm.Message.Content
+	return Contents{NewContentText(ollm.Message.Content)}
 }
 
-func (ollm *OLLaMA) System(prompt string) Protocol {
-	ollm.Messages = make([]Message, 1, 8)
-	ollm.Messages[0] = Message{
+func (ollm *OLLaMA) System(prompt ...Content) Protocol {
+	ollm.Messages = make([]OLLaMAMessage, 1, 8)
+	ollm.Messages[0] = OLLaMAMessage{
 		Role:    "system",
-		Content: prompt,
+		Content: prompt[0].Text,
 	}
 	return ollm
 }
 
-func (ollm *OLLaMA) User(prompt string) Protocol {
-	ollm.Messages = append(ollm.Messages, Message{
+func (ollm *OLLaMA) User(prompt ...Content) Protocol {
+	ollm.Messages = append(ollm.Messages, OLLaMAMessage{
 		Role:    "user",
-		Content: prompt,
+		Content: prompt[0].Text,
 	})
 	return ollm
 }
 
-func (ollm *OLLaMA) Assistant(prompt string) Protocol {
-	ollm.Messages = append(ollm.Messages, Message{
+func (ollm *OLLaMA) Assistant(prompt ...Content) Protocol {
+	ollm.Messages = append(ollm.Messages, OLLaMAMessage{
 		Role:    "assistant",
-		Content: prompt,
+		Content: prompt[0].Text,
 	})
 	return ollm
 }

model/openai.go

@@ -8,18 +8,18 @@ import (
 )
 
 const (
-	ModelDeepDeek = "deepseek-ai/DeepSeek-R1"
+	ModelDeepDeek = "deepseek-ai/DeepSeek-V3.1-Terminus"
 )
 
-type Message struct {
-	Role    string `json:"role"`
-	Content string `json:"content"`
+type OpenAIMessage struct {
+	Role    string          `json:"role"`
+	Content json.RawMessage `json:"content"` // Contents or string
 }
 
-type Choice struct {
-	Index        int     `json:"index"`
-	Message      Message `json:"message"`
-	FinishReason string  `json:"finish_reason"`
+type OpenAIChoice struct {
+	Index        int           `json:"index"`
+	Message      OpenAIMessage `json:"message"`
+	FinishReason string        `json:"finish_reason"`
 }
 
 // OpenAI as an specified example.
@@ -27,18 +27,18 @@ type OpenAI struct {
 	sep      string
 	Protocol `json:"-"`
 	// callback only
-	ID      string   `json:"id,omitempty"`
-	Object  string   `json:"object,omitempty"`
-	Created int      `json:"created,omitempty"`
-	Choices []Choice `json:"choices,omitempty"`
+	ID      string         `json:"id,omitempty"`
+	Object  string         `json:"object,omitempty"`
+	Created int            `json:"created,omitempty"`
+	Choices []OpenAIChoice `json:"choices,omitempty"`
 	// callback/request
-	Model       string    `json:"model"`
-	Messages    []Message `json:"messages"`
-	Temperature float32   `json:"temperature,omitempty"` // Temperature 0.7
-	TopP        float32   `json:"top_p,omitempty"`       // TopP 0.9
-	MaxTokens   int       `json:"max_tokens,omitempty"`  // MaxTokens 4096
+	Model       string          `json:"model"`
+	Messages    []OpenAIMessage `json:"messages"`
+	Temperature float32         `json:"temperature,omitempty"` // Temperature 0.7
+	TopP        float32         `json:"top_p,omitempty"`       // TopP 0.9
+	MaxTokens   int             `json:"max_tokens,omitempty"`  // MaxTokens 4096
 	// extra body
-	EnableThinking bool `json:"enable_thinking"`
+	EnableThinking bool `json:"enable_thinking"` // EnableThinking is always false in non-stream mode, adapt to 百炼
 }
 
 // NewOpenAI use temp 0.7, topp 0.9, maxn 4096 if you don't know the meaning.
@@ -74,41 +74,80 @@ func (opai *OpenAI) Parse(body io.Reader) error {
 	return json.NewDecoder(body).Decode(&opai)
 }
 
-func (opai *OpenAI) Output() string {
+func (opai *OpenAI) Output() Contents {
 	if len(opai.Choices) == 0 {
-		return ""
+		return nil
 	}
-	return CutLast(opai.Choices[len(opai.Choices)-1].Message.Content, opai.sep)
+	cs := make(Contents, 0, 8)
+	c := opai.Choices[len(opai.Choices)-1].Message.Content
+	err := json.Unmarshal(c, &cs)
+	if err == nil {
+		for i := range cs {
+			if cs[i].Type == ContentTypeText {
+				cs[i].Text = CutLast(cs[i].Text, opai.sep)
+			}
+		}
+		return cs
+	}
+	s := ""
+	err = json.Unmarshal(c, &s)
+	if err == nil {
+		return Contents{{Type: ContentTypeText, Text: CutLast(s, opai.sep)}}
+	}
+	return nil
 }
 
-func (opai *OpenAI) OutputRaw() string {
+func (opai *OpenAI) OutputRaw() Contents {
 	if len(opai.Choices) == 0 {
-		return ""
+		return nil
 	}
-	return opai.Choices[len(opai.Choices)-1].Message.Content
+	cs := make(Contents, 0, 8)
+	c := opai.Choices[len(opai.Choices)-1].Message.Content
+	err := json.Unmarshal(c, &cs)
+	if err == nil {
+		return cs
+	}
+	s := ""
+	err = json.Unmarshal(c, &s)
+	if err == nil {
+		return Contents{{Type: ContentTypeText, Text: s}}
+	}
+	return nil
 }
 
-func (opai *OpenAI) System(prompt string) Protocol {
-	opai.Messages = make([]Message, 1, 8)
-	opai.Messages[0] = Message{
+func (opai *OpenAI) System(prompt ...Content) Protocol {
+	opai.Messages = make([]OpenAIMessage, 1, 8)
+	raw, err := json.Marshal(&prompt)
+	if err != nil {
+		panic(err)
+	}
+	opai.Messages[0] = OpenAIMessage{
 		Role:    "system",
-		Content: prompt,
+		Content: raw,
 	}
 	return opai
 }
 
-func (opai *OpenAI) User(prompt string) Protocol {
-	opai.Messages = append(opai.Messages, Message{
+func (opai *OpenAI) User(prompt ...Content) Protocol {
+	raw, err := json.Marshal(&prompt)
+	if err != nil {
+		panic(err)
+	}
+	opai.Messages = append(opai.Messages, OpenAIMessage{
 		Role:    "user",
-		Content: prompt,
+		Content: raw,
 	})
 	return opai
 }
 
-func (opai *OpenAI) Assistant(prompt string) Protocol {
-	opai.Messages = append(opai.Messages, Message{
+func (opai *OpenAI) Assistant(prompt ...Content) Protocol {
+	raw, err := json.Marshal(&prompt)
+	if err != nil {
+		panic(err)
+	}
+	opai.Messages = append(opai.Messages, OpenAIMessage{
 		Role:    "assistant",
-		Content: prompt,
+		Content: raw,
 	})
 	return opai
 }