feat(llama): add llama.cpp HTTP client for completion and embedding
This commit is contained in:
103
internal/llama/client.go
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103
internal/llama/client.go
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@@ -0,0 +1,103 @@
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package llama
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import (
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"bytes"
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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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"time"
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)
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type Client struct {
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baseURL string
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httpClient *http.Client
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}
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type CompletionRequest struct {
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Prompt string `json:"prompt"`
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Temperature float64 `json:"temperature"`
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TopP float64 `json:"top_p"`
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MaxTokens int `json:"n_predict"`
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Stream bool `json:"stream"`
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CachePrompt bool `json:"cache_prompt"`
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}
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type CompletionResponse struct {
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Content string `json:"content"`
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Tokens int `json:"tokens_predicted"`
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Timings struct {
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PredictedPerSecond float64 `json:"predicted_per_second"`
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} `json:"timings"`
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}
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type EmbeddingRequest struct {
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Content string `json:"content"`
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}
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type EmbeddingResponse struct {
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Embedding []float64 `json:"embedding"`
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}
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func NewClient(baseURL string) *Client {
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return &Client{
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baseURL: baseURL,
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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 (c *Client) Health() error {
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resp, err := c.httpClient.Get(c.baseURL + "/health")
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if err != nil {
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return 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("llama.cpp health check failed: %s", resp.Status)
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}
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return nil
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}
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func (c *Client) Complete(req *CompletionRequest) (*CompletionResponse, error) {
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body, err := json.Marshal(req)
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if err != nil {
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return nil, err
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}
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resp, err := c.httpClient.Post(c.baseURL+"/completion", "application/json", bytes.NewReader(body))
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if err != nil {
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return nil, 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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data, _ := io.ReadAll(resp.Body)
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return nil, fmt.Errorf("llama.cpp completion failed (%d): %s", resp.StatusCode, string(data))
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}
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var res CompletionResponse
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if err := json.NewDecoder(resp.Body).Decode(&res); err != nil {
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return nil, err
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}
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return &res, nil
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}
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func (c *Client) Embed(content string) ([]float64, error) {
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body, err := json.Marshal(EmbeddingRequest{Content: content})
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if err != nil {
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return nil, err
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}
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resp, err := c.httpClient.Post(c.baseURL+"/embedding", "application/json", bytes.NewReader(body))
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if err != nil {
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return nil, 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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data, _ := io.ReadAll(resp.Body)
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return nil, fmt.Errorf("llama.cpp embedding failed (%d): %s", resp.StatusCode, string(data))
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}
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var res EmbeddingResponse
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if err := json.NewDecoder(resp.Body).Decode(&res); err != nil {
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return nil, err
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}
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return res.Embedding, nil
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}
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