e071084ebe
govulncheck / govulncheck (push) Waiting to run
Harness (E2E) / Harnesses (mock LLM) (push) Waiting to run
Harness (E2E) / Provider harnesses (live LLM conformance) (push) Waiting to run
Lint / golangci-lint (push) Waiting to run
Run Tests / Unit Tests (push) Waiting to run
Run Tests / Etcd Integration Tests (push) Waiting to run
359 lines
9.1 KiB
Go
359 lines
9.1 KiB
Go
// 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 (
|
|
"bufio"
|
|
"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...)
|
|
})
|
|
ai.RegisterStream("gemini")
|
|
}
|
|
|
|
// 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 := geminiContents(req)
|
|
|
|
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) {
|
|
apiReq := map[string]any{
|
|
"contents": geminiContents(req),
|
|
}
|
|
if req.SystemPrompt != "" {
|
|
apiReq["system_instruction"] = map[string]any{
|
|
"parts": []map[string]any{{"text": req.SystemPrompt}},
|
|
}
|
|
}
|
|
if p.opts.MaxTokens > 0 {
|
|
apiReq["generationConfig"] = map[string]any{"maxOutputTokens": p.opts.MaxTokens}
|
|
}
|
|
|
|
reqBody, err := json.Marshal(apiReq)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to marshal stream request: %w", err)
|
|
}
|
|
|
|
apiURL := strings.TrimRight(p.opts.BaseURL, "/") +
|
|
"/v1beta/models/" + p.opts.Model + ":streamGenerateContent?alt=sse"
|
|
httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, apiURL, bytes.NewReader(reqBody))
|
|
if err != nil {
|
|
return nil, fmt.Errorf("failed to create stream request: %w", err)
|
|
}
|
|
httpReq.Header.Set("Content-Type", "application/json")
|
|
httpReq.Header.Set("Accept", "text/event-stream")
|
|
httpReq.Header.Set("x-goog-api-key", p.opts.APIKey)
|
|
|
|
httpResp, err := http.DefaultClient.Do(httpReq)
|
|
if err != nil {
|
|
return nil, fmt.Errorf("stream API request failed: %w", err)
|
|
}
|
|
if httpResp.StatusCode != http.StatusOK {
|
|
defer httpResp.Body.Close()
|
|
respBody, _ := io.ReadAll(httpResp.Body)
|
|
return nil, ai.NewHTTPError(httpResp, respBody)
|
|
}
|
|
return &streamReader{body: httpResp.Body, scanner: bufio.NewScanner(httpResp.Body)}, nil
|
|
}
|
|
|
|
type streamReader struct {
|
|
body io.ReadCloser
|
|
scanner *bufio.Scanner
|
|
closed bool
|
|
}
|
|
|
|
func (s *streamReader) Recv() (*ai.Response, error) {
|
|
for s.scanner.Scan() {
|
|
line := strings.TrimSpace(s.scanner.Text())
|
|
if line == "" || strings.HasPrefix(line, ":") || strings.HasPrefix(line, "event:") {
|
|
continue
|
|
}
|
|
if !strings.HasPrefix(line, "data:") {
|
|
continue
|
|
}
|
|
data := strings.TrimSpace(strings.TrimPrefix(line, "data:"))
|
|
if data == "[DONE]" {
|
|
return nil, io.EOF
|
|
}
|
|
|
|
var chunk struct {
|
|
Error *struct {
|
|
Code int `json:"code"`
|
|
Message string `json:"message"`
|
|
Status string `json:"status"`
|
|
} `json:"error"`
|
|
Candidates []struct {
|
|
Content struct {
|
|
Parts []struct {
|
|
Text string `json:"text"`
|
|
} `json:"parts"`
|
|
} `json:"content"`
|
|
} `json:"candidates"`
|
|
UsageMetadata *struct {
|
|
PromptTokenCount int `json:"promptTokenCount"`
|
|
CandidatesTokenCount int `json:"candidatesTokenCount"`
|
|
TotalTokenCount int `json:"totalTokenCount"`
|
|
} `json:"usageMetadata"`
|
|
}
|
|
if err := json.Unmarshal([]byte(data), &chunk); err != nil {
|
|
return nil, fmt.Errorf("failed to parse stream chunk: %w", err)
|
|
}
|
|
if chunk.Error != nil {
|
|
return nil, fmt.Errorf("gemini stream error (%s): %s", chunk.Error.Status, chunk.Error.Message)
|
|
}
|
|
for _, candidate := range chunk.Candidates {
|
|
var parts []string
|
|
for _, part := range candidate.Content.Parts {
|
|
if part.Text != "" {
|
|
parts = append(parts, part.Text)
|
|
}
|
|
}
|
|
if len(parts) > 0 {
|
|
return &ai.Response{Reply: strings.Join(parts, "")}, nil
|
|
}
|
|
}
|
|
if chunk.UsageMetadata != nil {
|
|
return &ai.Response{Usage: ai.Usage{
|
|
InputTokens: chunk.UsageMetadata.PromptTokenCount,
|
|
OutputTokens: chunk.UsageMetadata.CandidatesTokenCount,
|
|
TotalTokens: chunk.UsageMetadata.TotalTokenCount,
|
|
}}, nil
|
|
}
|
|
}
|
|
if err := s.scanner.Err(); err != nil {
|
|
return nil, err
|
|
}
|
|
return nil, io.EOF
|
|
}
|
|
|
|
func (s *streamReader) Close() error {
|
|
if s.closed {
|
|
return nil
|
|
}
|
|
s.closed = true
|
|
return s.body.Close()
|
|
}
|
|
|
|
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, ai.NewHTTPError(httpResp, 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"`
|
|
}
|
|
|
|
func geminiContents(req *ai.Request) []map[string]any {
|
|
contents := make([]map[string]any, 0, len(req.Messages)+1)
|
|
for _, m := range req.Messages {
|
|
role := m.Role
|
|
if role == "assistant" {
|
|
role = "model"
|
|
}
|
|
if role == "system" || role == "" {
|
|
continue
|
|
}
|
|
contents = append(contents, map[string]any{"role": role, "parts": []map[string]any{{"text": fmt.Sprint(m.Content)}}})
|
|
}
|
|
if req.Prompt != "" {
|
|
contents = append(contents, map[string]any{"role": "user", "parts": []map[string]any{{"text": req.Prompt}}})
|
|
}
|
|
return contents
|
|
}
|