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2026-06-25 16:38:14 +01:00

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// Package gemini implements the Google Gemini model provider.
//
// Usage:
//
// import _ "go-micro.dev/v6/ai/gemini"
//
// m := ai.New("gemini",
// ai.WithAPIKey("your-api-key"),
// )
package gemini
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"strings"
"go-micro.dev/v6/ai"
)
func init() {
ai.Register("gemini", func(opts ...ai.Option) ai.Model {
return NewProvider(opts...)
})
}
// Provider implements the ai.Model interface for Google Gemini.
type Provider struct {
opts ai.Options
}
// NewProvider creates a new Gemini provider.
func NewProvider(opts ...ai.Option) *Provider {
options := ai.NewOptions(opts...)
if options.Model == "" {
options.Model = "gemini-2.5-flash"
}
if options.BaseURL == "" {
options.BaseURL = "https://generativelanguage.googleapis.com"
}
return &Provider{opts: options}
}
func (p *Provider) Init(opts ...ai.Option) error {
for _, o := range opts {
o(&p.opts)
}
return nil
}
func (p *Provider) Options() ai.Options { return p.opts }
func (p *Provider) String() string { return "gemini" }
func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
var tools []map[string]any
for _, t := range req.Tools {
tools = append(tools, map[string]any{
"name": t.Name,
"description": t.Description,
"parameters": map[string]any{
"type": "object",
"properties": t.Properties,
},
})
}
contents := []map[string]any{
{"role": "user", "parts": []map[string]any{{"text": req.Prompt}}},
}
apiReq := map[string]any{
"contents": contents,
}
if req.SystemPrompt != "" {
apiReq["system_instruction"] = map[string]any{
"parts": []map[string]any{{"text": req.SystemPrompt}},
}
}
if len(tools) > 0 {
apiReq["tools"] = []map[string]any{
{"functionDeclarations": tools},
}
}
resp, rawParts, err := p.callAPI(ctx, apiReq)
if err != nil {
return nil, err
}
if len(resp.ToolCalls) == 0 {
return resp, nil
}
if p.opts.ToolHandler != nil {
var resultParts []map[string]any
for _, tc := range resp.ToolCalls {
result := p.opts.ToolHandler(ctx, tc).Value
resultParts = append(resultParts, map[string]any{
"functionResponse": map[string]any{
"name": tc.Name,
"id": tc.ID,
"response": result,
},
})
}
followUpContents := append(contents,
map[string]any{"role": "model", "parts": rawParts},
map[string]any{"role": "user", "parts": resultParts},
)
followUpReq := map[string]any{
"contents": followUpContents,
}
if req.SystemPrompt != "" {
followUpReq["system_instruction"] = map[string]any{
"parts": []map[string]any{{"text": req.SystemPrompt}},
}
}
followUpResp, _, err := p.callAPI(ctx, followUpReq)
if err == nil && followUpResp.Reply != "" {
resp.Answer = followUpResp.Reply
}
}
return resp, nil
}
func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
return nil, fmt.Errorf("%w: gemini provider", ai.ErrStreamingUnsupported)
}
func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, []map[string]any, error) {
reqBody, err := json.Marshal(req)
if err != nil {
return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
}
apiURL := strings.TrimRight(p.opts.BaseURL, "/") +
"/v1beta/models/" + p.opts.Model + ":generateContent"
httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, apiURL, bytes.NewReader(reqBody))
if err != nil {
return nil, nil, fmt.Errorf("failed to create request: %w", err)
}
httpReq.Header.Set("Content-Type", "application/json")
httpReq.Header.Set("x-goog-api-key", p.opts.APIKey)
httpResp, err := http.DefaultClient.Do(httpReq)
if err != nil {
return nil, nil, fmt.Errorf("API request failed: %w", err)
}
defer httpResp.Body.Close()
respBody, _ := io.ReadAll(httpResp.Body)
if httpResp.StatusCode != http.StatusOK {
return nil, nil, fmt.Errorf("API error (%s): %s", httpResp.Status, string(respBody))
}
var geminiResp struct {
Candidates []struct {
Content struct {
Parts []struct {
Text string `json:"text"`
FunctionCall *functionCallPB `json:"functionCall"`
} `json:"parts"`
} `json:"content"`
} `json:"candidates"`
}
if err := json.Unmarshal(respBody, &geminiResp); err != nil {
return nil, nil, fmt.Errorf("failed to parse response: %w", err)
}
if len(geminiResp.Candidates) == 0 {
return nil, nil, fmt.Errorf("no response from API")
}
parts := geminiResp.Candidates[0].Content.Parts
response := &ai.Response{}
var replyParts []string
var rawParts []map[string]any
for _, part := range parts {
if part.Text != "" {
replyParts = append(replyParts, part.Text)
rawParts = append(rawParts, map[string]any{"text": part.Text})
}
if part.FunctionCall != nil {
response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
ID: part.FunctionCall.ID,
Name: part.FunctionCall.Name,
Input: part.FunctionCall.Args,
})
rawParts = append(rawParts, map[string]any{
"functionCall": map[string]any{
"id": part.FunctionCall.ID,
"name": part.FunctionCall.Name,
"args": part.FunctionCall.Args,
},
})
}
}
if len(replyParts) > 0 {
response.Reply = strings.Join(replyParts, "\n")
}
return response, rawParts, nil
}
type functionCallPB struct {
ID string `json:"id"`
Name string `json:"name"`
Args map[string]any `json:"args"`
}