初始提交:边缘AI算力机统一AI通讯层
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package adapter
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"strings"
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"time"
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)
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// OllamaAdapter implements ModelAdapter for Ollama inference engine.
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type OllamaAdapter struct {
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endpoint string
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httpClient *http.Client
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}
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// NewOllamaAdapter creates a new Ollama adapter.
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func NewOllamaAdapter(endpoint string) *OllamaAdapter {
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return &OllamaAdapter{
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endpoint: strings.TrimRight(endpoint, "/"),
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httpClient: &http.Client{
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Timeout: 120 * time.Second,
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},
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}
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}
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func (a *OllamaAdapter) Name() string {
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return "ollama"
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}
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// ollamaChatRequest is the Ollama /api/chat request format.
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type ollamaChatRequest struct {
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Model string `json:"model"`
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Messages []ollamaMsg `json:"messages"`
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Stream bool `json:"stream"`
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Options ollamaOptions `json:"options,omitempty"`
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}
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type ollamaMsg struct {
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Role string `json:"role"`
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Content string `json:"content"`
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}
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type ollamaOptions struct {
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Temperature float64 `json:"temperature,omitempty"`
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TopP float64 `json:"top_p,omitempty"`
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NumPredict int `json:"num_predict,omitempty"`
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}
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// ollamaChatResponse is the Ollama /api/chat non-streaming response.
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type ollamaChatResponse struct {
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Model string `json:"model"`
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Message ollamaMsg `json:"message"`
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Done bool `json:"done"`
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PromptEvalCount int `json:"prompt_eval_count"`
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EvalCount int `json:"eval_count"`
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}
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// ollamaChatStreamResponse is a single chunk in Ollama streaming response.
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type ollamaChatStreamResponse struct {
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Model string `json:"model"`
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Message ollamaMsg `json:"message"`
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Done bool `json:"done"`
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PromptEvalCount int `json:"prompt_eval_count,omitempty"`
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EvalCount int `json:"eval_count,omitempty"`
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}
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func (a *OllamaAdapter) ChatCompletion(ctx context.Context, req *ChatRequest) (*ChatResponse, error) {
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ollamaReq := a.buildRequest(req, false)
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body, err := json.Marshal(ollamaReq)
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if err != nil {
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return nil, fmt.Errorf("marshal ollama request: %w", err)
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}
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httpReq, err := http.NewRequestWithContext(ctx, "POST", a.endpoint+"/api/chat", bytes.NewReader(body))
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if err != nil {
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return nil, fmt.Errorf("create ollama request: %w", err)
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}
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httpReq.Header.Set("Content-Type", "application/json")
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resp, err := a.httpClient.Do(httpReq)
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if err != nil {
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return nil, fmt.Errorf("ollama request failed: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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bodyBytes, _ := io.ReadAll(resp.Body)
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return nil, fmt.Errorf("ollama returned status %d: %s", resp.StatusCode, string(bodyBytes))
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}
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var ollamaResp ollamaChatResponse
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if err := json.NewDecoder(resp.Body).Decode(&ollamaResp); err != nil {
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return nil, fmt.Errorf("decode ollama response: %w", err)
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}
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return &ChatResponse{
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Content: ollamaResp.Message.Content,
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FinishReason: "stop",
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InputTokens: ollamaResp.PromptEvalCount,
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OutputTokens: ollamaResp.EvalCount,
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ActualModel: ollamaResp.Model,
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}, nil
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}
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func (a *OllamaAdapter) ChatCompletionStream(ctx context.Context, req *ChatRequest) (<-chan StreamChunk, error) {
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ollamaReq := a.buildRequest(req, true)
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body, err := json.Marshal(ollamaReq)
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if err != nil {
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return nil, fmt.Errorf("marshal ollama stream request: %w", err)
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}
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httpReq, err := http.NewRequestWithContext(ctx, "POST", a.endpoint+"/api/chat", bytes.NewReader(body))
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if err != nil {
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return nil, fmt.Errorf("create ollama stream request: %w", err)
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}
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httpReq.Header.Set("Content-Type", "application/json")
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resp, err := a.httpClient.Do(httpReq)
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if err != nil {
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return nil, fmt.Errorf("ollama stream request failed: %w", err)
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}
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if resp.StatusCode != http.StatusOK {
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bodyBytes, _ := io.ReadAll(resp.Body)
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resp.Body.Close()
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return nil, fmt.Errorf("ollama stream returned status %d: %s", resp.StatusCode, string(bodyBytes))
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}
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ch := make(chan StreamChunk, 100)
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go func() {
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defer close(ch)
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defer resp.Body.Close()
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decoder := json.NewDecoder(resp.Body)
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for {
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var chunk ollamaChatStreamResponse
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if err := decoder.Decode(&chunk); err != nil {
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if err == io.EOF {
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ch <- StreamChunk{Done: true, FinishReason: "stop"}
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return
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}
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ch <- StreamChunk{Error: fmt.Errorf("decode stream chunk: %w", err)}
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return
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}
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// Check for cancellation
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select {
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case <-req.CancelCh:
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ch <- StreamChunk{Done: true, FinishReason: "cancelled"}
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return
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default:
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}
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if chunk.Done {
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ch <- StreamChunk{
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Done: true,
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FinishReason: "stop",
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InputTokens: chunk.PromptEvalCount,
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OutputTokens: chunk.EvalCount,
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}
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return
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}
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if chunk.Message.Content != "" {
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ch <- StreamChunk{Delta: chunk.Message.Content}
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}
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}
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}()
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return ch, nil
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}
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func (a *OllamaAdapter) ListModels(ctx context.Context) ([]ModelInfo, error) {
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httpReq, err := http.NewRequestWithContext(ctx, "GET", a.endpoint+"/api/tags", nil)
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if err != nil {
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return nil, fmt.Errorf("create list models request: %w", err)
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}
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resp, err := a.httpClient.Do(httpReq)
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if err != nil {
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return nil, fmt.Errorf("list models failed: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("list models returned status %d", resp.StatusCode)
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}
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var tagsResp struct {
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Models []struct {
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Name string `json:"name"`
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} `json:"models"`
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}
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if err := json.NewDecoder(resp.Body).Decode(&tagsResp); err != nil {
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return nil, fmt.Errorf("decode tags response: %w", err)
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}
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models := make([]ModelInfo, len(tagsResp.Models))
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for i, m := range tagsResp.Models {
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models[i] = ModelInfo{Name: m.Name}
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}
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return models, nil
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}
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func (a *OllamaAdapter) HealthCheck(ctx context.Context) error {
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httpReq, err := http.NewRequestWithContext(ctx, "GET", a.endpoint+"/api/tags", nil)
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if err != nil {
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return fmt.Errorf("create health check request: %w", err)
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}
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resp, err := a.httpClient.Do(httpReq)
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if err != nil {
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return fmt.Errorf("health check failed: %w", err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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return fmt.Errorf("health check returned status %d", resp.StatusCode)
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}
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return nil
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}
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func (a *OllamaAdapter) Cancel(requestID string) error {
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// Ollama doesn't support request cancellation by ID in the API.
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// Cancellation is handled by closing the HTTP connection (context cancellation).
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return nil
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}
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func (a *OllamaAdapter) buildRequest(req *ChatRequest, stream bool) ollamaChatRequest {
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msgs := make([]ollamaMsg, len(req.Messages))
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for i, m := range req.Messages {
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content, _ := m.Content.(string)
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msgs[i] = ollamaMsg{Role: m.Role, Content: content}
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}
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ollamaReq := ollamaChatRequest{
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Model: req.Model,
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Messages: msgs,
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Stream: stream,
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}
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if req.MaxTokens > 0 {
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ollamaReq.Options.NumPredict = req.MaxTokens
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}
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if req.Temperature != nil {
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ollamaReq.Options.Temperature = *req.Temperature
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}
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if req.TopP != nil {
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ollamaReq.Options.TopP = *req.TopP
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}
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return ollamaReq
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}
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