Add experimental Lingma remote backend
This commit is contained in:
464
internal/remote/client.go
Normal file
464
internal/remote/client.go
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@@ -0,0 +1,464 @@
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package remote
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import (
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"bufio"
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"context"
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"crypto/md5"
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"encoding/base64"
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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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"os"
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"path/filepath"
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"strconv"
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"strings"
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"time"
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)
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const (
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DefaultBaseURL = "https://lingma.alibabacloud.com"
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chatPath = "/algo/api/v2/service/pro/sse/agent_chat_generation"
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chatQuery = "?FetchKeys=llm_model_result&AgentId=agent_common"
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modelListPath = "/algo/api/v2/model/list"
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)
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type Config struct {
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BaseURL string
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AuthFile string
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CosyVersion string
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Timeout time.Duration
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}
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type Client struct {
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cfg Config
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client *http.Client
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}
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type Model struct {
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Key string `json:"key"`
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DisplayName string `json:"display_name"`
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Model string `json:"model"`
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Enable bool `json:"enable"`
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}
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type ChatRequest struct {
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Model string
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Prompt string
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Stream bool
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Temperature *float64
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}
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type ChatResult struct {
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Text string
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InputTokens int
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OutputTokens int
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RequestID string
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CredentialSrc string
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}
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type StreamEvent struct {
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Delta string
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}
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func New(cfg Config) *Client {
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if cfg.BaseURL == "" {
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cfg.BaseURL = ResolveBaseURL("")
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}
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if cfg.CosyVersion == "" {
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cfg.CosyVersion = "2.11.2"
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}
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if cfg.Timeout <= 0 {
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cfg.Timeout = 120 * time.Second
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}
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cfg.BaseURL = strings.TrimRight(cfg.BaseURL, "/")
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return &Client{cfg: cfg, client: &http.Client{Timeout: cfg.Timeout}}
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}
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func ResolveBaseURL(explicit string) string {
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if strings.TrimSpace(explicit) != "" {
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return strings.TrimRight(strings.TrimSpace(explicit), "/")
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}
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if value := strings.TrimSpace(os.Getenv("LINGMA_REMOTE_BASE_URL")); value != "" {
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return strings.TrimRight(value, "/")
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}
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for _, path := range candidateConfigFiles() {
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if value := readBaseURLHint(path); value != "" {
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return strings.TrimRight(value, "/")
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}
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}
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return DefaultBaseURL
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}
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func (c *Client) Warmup(ctx context.Context) error {
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_, err := LoadCredential(c.cfg.AuthFile)
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if err != nil {
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return err
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}
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ctx, cancel := context.WithTimeout(ctx, 15*time.Second)
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defer cancel()
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_, err = c.ListModels(ctx)
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return err
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}
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func (c *Client) ListModels(ctx context.Context) ([]Model, error) {
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cred, err := LoadCredential(c.cfg.AuthFile)
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if err != nil {
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return nil, err
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}
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headers, err := c.headers(cred, modelListPath, "")
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if err != nil {
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return nil, err
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}
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req, err := http.NewRequestWithContext(ctx, http.MethodGet, c.cfg.BaseURL+modelListPath, nil)
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if err != nil {
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return nil, err
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}
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for k, v := range headers {
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req.Header.Set(k, v)
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}
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resp, err := c.client.Do(req)
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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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body, _ := io.ReadAll(resp.Body)
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if resp.StatusCode >= 400 {
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return nil, fmt.Errorf("remote model list status %d: %s", resp.StatusCode, truncate(string(body), 500))
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}
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var payload struct {
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Chat []Model `json:"chat"`
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Inline []Model `json:"inline"`
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}
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if err := json.Unmarshal(body, &payload); err != nil {
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return nil, err
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}
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return append(payload.Chat, payload.Inline...), nil
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}
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func (c *Client) Chat(ctx context.Context, request ChatRequest, onDelta func(string)) (*ChatResult, error) {
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cred, err := LoadCredential(c.cfg.AuthFile)
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if err != nil {
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return nil, err
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}
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requestID := newHexID()
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body, err := c.buildBody(requestID, request)
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if err != nil {
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return nil, err
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}
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headers, err := c.headers(cred, chatPath, body)
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if err != nil {
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return nil, err
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}
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req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.cfg.BaseURL+chatPath+chatQuery, strings.NewReader(body))
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if err != nil {
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return nil, err
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}
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for k, v := range headers {
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req.Header.Set(k, v)
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}
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resp, err := c.client.Do(req)
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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 >= 400 {
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respBody, _ := io.ReadAll(resp.Body)
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return nil, fmt.Errorf("remote chat status %d: %s", resp.StatusCode, truncate(string(respBody), 1000))
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}
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var builder strings.Builder
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if err := scanSSE(resp.Body, func(event sseEvent) error {
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if event.Done {
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return nil
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}
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if event.Content == "" {
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return nil
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}
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builder.WriteString(event.Content)
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if onDelta != nil {
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onDelta(event.Content)
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}
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return nil
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}); err != nil {
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return nil, err
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}
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text := builder.String()
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return &ChatResult{
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Text: text,
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InputTokens: estimateTokens(request.Prompt),
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OutputTokens: estimateTokens(text),
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RequestID: requestID,
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CredentialSrc: cred.Source,
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}, nil
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}
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func (c *Client) buildBody(requestID string, request ChatRequest) (string, error) {
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temperature := 0.1
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if request.Temperature != nil {
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temperature = *request.Temperature
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}
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model := strings.TrimSpace(request.Model)
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if strings.EqualFold(model, "auto") {
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model = ""
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}
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payload := map[string]any{
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"request_id": requestID,
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"request_set_id": "",
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"chat_record_id": requestID,
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"stream": true,
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"image_urls": nil,
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"is_reply": false,
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"is_retry": false,
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"session_id": "",
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"code_language": "",
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"source": 0,
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"version": "3",
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"chat_prompt": "",
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"parameters": map[string]float64{"temperature": temperature},
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"aliyun_user_type": "personal_standard",
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"agent_id": "agent_common",
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"task_id": "question_refine",
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"model_config": map[string]any{
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"key": model,
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"display_name": "",
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"model": model,
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"format": "",
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"is_vl": false,
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"is_reasoning": false,
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"api_key": "",
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"url": "",
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"source": "",
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"enable": false,
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},
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"messages": []map[string]any{{
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"role": "user",
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"content": request.Prompt,
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"response_meta": map[string]any{
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"id": "",
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"usage": map[string]int{
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"prompt_tokens": 0,
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"completion_tokens": 0,
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"total_tokens": 0,
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},
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},
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"reasoning_content_signature": "",
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}},
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"business": map[string]any{
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"product": "jb_plugin",
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"version": c.cfg.CosyVersion,
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"type": "memory",
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"id": newUUID(),
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"begin_at": time.Now().UnixMilli(),
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"stage": "start",
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"name": "memory_intent_recognition_" + requestID,
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},
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}
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body, err := json.Marshal(payload)
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return string(body), err
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}
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func (c *Client) headers(cred Credential, path string, body string) (map[string]string, error) {
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if err := validateCredential(cred); err != nil {
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return nil, err
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}
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date := strconv.FormatInt(time.Now().Unix(), 10)
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authPayload := map[string]string{
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"cosyVersion": c.cfg.CosyVersion,
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"ideVersion": "",
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"info": cred.EncryptUserInfo,
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"requestId": newUUID(),
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"version": "v1",
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}
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authPayloadBytes, err := json.Marshal(authPayload)
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if err != nil {
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return nil, err
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}
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payloadBase64 := base64.StdEncoding.EncodeToString(authPayloadBytes)
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preimage := strings.Join([]string{
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payloadBase64,
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cred.CosyKey,
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date,
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body,
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normalizePath(path),
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}, "\n")
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signature := md5.Sum([]byte(preimage))
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return map[string]string{
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"Authorization": fmt.Sprintf("Bearer COSY.%s.%x", payloadBase64, signature),
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"Content-Type": "application/json",
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"Appcode": "cosy",
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"Cosy-Date": date,
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"Cosy-Key": cred.CosyKey,
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"Cosy-Machineid": cred.MachineID,
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"Cosy-User": cred.UserID,
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"Cosy-Clientip": "198.18.0.1",
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"Cosy-Clienttype": "2",
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"Cosy-Machineos": "x86_64_windows",
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"Cosy-Machinetoken": "",
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"Cosy-Machinetype": "",
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"Cosy-Version": c.cfg.CosyVersion,
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"Login-Version": "v2",
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"User-Agent": "lingma-ipc-proxy/remote",
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"Accept": "text/event-stream",
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"Cache-Control": "no-cache",
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}, nil
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}
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func normalizePath(path string) string {
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return strings.TrimPrefix(path, "/algo")
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}
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type outerSSE struct {
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Body string `json:"body"`
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StatusCode int `json:"statusCodeValue"`
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}
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type innerSSE struct {
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Choices []struct {
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Delta struct {
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Content string `json:"content"`
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} `json:"delta"`
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} `json:"choices"`
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}
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type sseEvent struct {
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Content string
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Done bool
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}
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func scanSSE(reader io.Reader, onEvent func(sseEvent) error) error {
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scanner := bufio.NewScanner(reader)
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scanner.Buffer(make([]byte, 0, 64*1024), 1024*1024)
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for scanner.Scan() {
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line := strings.TrimSpace(scanner.Text())
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if line == "" || !strings.HasPrefix(line, "data:") {
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continue
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}
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payload := strings.TrimSpace(strings.TrimPrefix(line, "data:"))
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if payload == "[DONE]" {
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return onEvent(sseEvent{Done: true})
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}
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event, ok, err := parseSSEPayload(payload)
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if err != nil {
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return err
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}
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if !ok {
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continue
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}
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if err := onEvent(event); err != nil {
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return err
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}
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}
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return scanner.Err()
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}
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func parseSSEPayload(payload string) (sseEvent, bool, error) {
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var outer outerSSE
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if err := json.Unmarshal([]byte(payload), &outer); err != nil {
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return sseEvent{}, false, err
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}
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if outer.StatusCode >= 400 {
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return sseEvent{}, false, fmt.Errorf("remote sse status %d", outer.StatusCode)
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}
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if outer.Body == "" {
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return sseEvent{}, false, nil
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}
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if outer.Body == "[DONE]" {
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return sseEvent{Done: true}, true, nil
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}
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var inner innerSSE
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if err := json.Unmarshal([]byte(outer.Body), &inner); err != nil {
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return sseEvent{}, false, err
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}
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var builder strings.Builder
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for _, choice := range inner.Choices {
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builder.WriteString(choice.Delta.Content)
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}
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return sseEvent{Content: builder.String()}, true, nil
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}
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func candidateConfigFiles() []string {
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home, err := os.UserHomeDir()
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if err != nil {
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return nil
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}
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return []string{
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filepath.Join(home, ".lingma", "extension", "server", "config.json"),
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filepath.Join(home, ".lingma", "extension", "local", "config.json"),
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filepath.Join(home, ".lingma", "bin", "config.json"),
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filepath.Join(home, ".config", "lingma-ipc-proxy", "config.json"),
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}
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}
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func readBaseURLHint(path string) string {
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body, err := os.ReadFile(path)
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if err != nil {
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return ""
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}
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var value any
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if err := json.Unmarshal(body, &value); err != nil {
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text := string(body)
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if strings.Contains(text, "lingma.alibabacloud.com") {
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return DefaultBaseURL
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}
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return ""
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}
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return findBaseURL(value)
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}
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func findBaseURL(value any) string {
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switch typed := value.(type) {
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case map[string]any:
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for key, item := range typed {
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lower := strings.ToLower(key)
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if strings.Contains(lower, "base") || strings.Contains(lower, "domain") || strings.Contains(lower, "url") {
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if text, ok := item.(string); ok && strings.HasPrefix(strings.TrimSpace(text), "http") && strings.Contains(text, "lingma") {
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return strings.TrimSpace(text)
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}
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}
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if nested := findBaseURL(item); nested != "" {
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return nested
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}
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}
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case []any:
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for _, item := range typed {
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if nested := findBaseURL(item); nested != "" {
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return nested
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}
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}
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}
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return ""
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}
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func estimateTokens(text string) int {
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text = strings.TrimSpace(text)
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if text == "" {
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return 0
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}
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return len([]rune(text)) / 4
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}
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func truncate(value string, max int) string {
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value = strings.TrimSpace(value)
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if len(value) <= max {
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return value
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}
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return value[:max] + "... [truncated]"
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}
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func expandHome(path string) string {
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if strings.HasPrefix(path, "~/") {
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if home, err := os.UserHomeDir(); err == nil {
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return filepath.Join(home, strings.TrimPrefix(path, "~/"))
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}
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}
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return path
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}
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func valueOr(value string, fallback string) string {
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if strings.TrimSpace(value) != "" {
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return value
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}
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return fallback
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}
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var hexCounter uint64
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205
internal/remote/credentials.go
Normal file
205
internal/remote/credentials.go
Normal file
@@ -0,0 +1,205 @@
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package remote
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import (
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"crypto/aes"
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"crypto/cipher"
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"encoding/base64"
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"encoding/json"
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"errors"
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"fmt"
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"os"
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"path/filepath"
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"strconv"
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"strings"
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"time"
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)
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type Credential struct {
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CosyKey string
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EncryptUserInfo string
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UserID string
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MachineID string
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Source string
|
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TokenExpireTime int64
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}
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type storedCredentialFile struct {
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Source string `json:"source"`
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TokenExpireTime string `json:"token_expire_time"`
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Auth struct {
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CosyKey string `json:"cosy_key"`
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EncryptUserInfo string `json:"encrypt_user_info"`
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UserID string `json:"user_id"`
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MachineID string `json:"machine_id"`
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} `json:"auth"`
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}
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func LoadCredential(authFile string) (Credential, error) {
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if path := strings.TrimSpace(authFile); path != "" {
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return loadCredentialFile(expandHome(path))
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}
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return importLingmaCacheCredential()
|
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}
|
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func loadCredentialFile(path string) (Credential, error) {
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body, err := os.ReadFile(path)
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if err != nil {
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return Credential{}, fmt.Errorf("read remote auth file: %w", err)
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}
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var stored storedCredentialFile
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if err := json.Unmarshal(body, &stored); err != nil {
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return Credential{}, fmt.Errorf("parse remote auth file: %w", err)
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}
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cred := Credential{
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||||
CosyKey: stored.Auth.CosyKey,
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||||
EncryptUserInfo: stored.Auth.EncryptUserInfo,
|
||||
UserID: stored.Auth.UserID,
|
||||
MachineID: stored.Auth.MachineID,
|
||||
Source: valueOr(stored.Source, path),
|
||||
TokenExpireTime: parseExpire(stored.TokenExpireTime),
|
||||
}
|
||||
return cred, validateCredential(cred)
|
||||
}
|
||||
|
||||
func importLingmaCacheCredential() (Credential, error) {
|
||||
home, err := os.UserHomeDir()
|
||||
if err != nil {
|
||||
return Credential{}, err
|
||||
}
|
||||
lingmaDir := filepath.Join(home, ".lingma")
|
||||
machineID, err := loadMachineID(lingmaDir)
|
||||
if err != nil {
|
||||
return Credential{}, err
|
||||
}
|
||||
encrypted, err := os.ReadFile(filepath.Join(lingmaDir, "cache", "user"))
|
||||
if err != nil {
|
||||
return Credential{}, fmt.Errorf("read ~/.lingma/cache/user: %w", err)
|
||||
}
|
||||
ciphertext, err := base64.StdEncoding.DecodeString(strings.TrimSpace(string(encrypted)))
|
||||
if err != nil {
|
||||
return Credential{}, fmt.Errorf("decode ~/.lingma/cache/user: %w", err)
|
||||
}
|
||||
plaintext, err := decryptCacheUser(machineID, ciphertext)
|
||||
if err != nil {
|
||||
return Credential{}, err
|
||||
}
|
||||
var payload struct {
|
||||
Key string `json:"key"`
|
||||
EncryptUserInfo string `json:"encrypt_user_info"`
|
||||
UserID string `json:"uid"`
|
||||
ExpireTime any `json:"expire_time"`
|
||||
}
|
||||
if err := json.Unmarshal(plaintext, &payload); err != nil {
|
||||
return Credential{}, fmt.Errorf("parse ~/.lingma/cache/user: %w", err)
|
||||
}
|
||||
cred := Credential{
|
||||
CosyKey: payload.Key,
|
||||
EncryptUserInfo: payload.EncryptUserInfo,
|
||||
UserID: payload.UserID,
|
||||
MachineID: machineID,
|
||||
Source: "~/.lingma/cache/user",
|
||||
TokenExpireTime: parseExpireAny(payload.ExpireTime),
|
||||
}
|
||||
return cred, validateCredential(cred)
|
||||
}
|
||||
|
||||
func loadMachineID(lingmaDir string) (string, error) {
|
||||
if body, err := os.ReadFile(filepath.Join(lingmaDir, "cache", "id")); err == nil {
|
||||
if value := strings.TrimSpace(string(body)); value != "" {
|
||||
return value, nil
|
||||
}
|
||||
}
|
||||
logBody, err := os.ReadFile(filepath.Join(lingmaDir, "logs", "lingma.log"))
|
||||
if err != nil {
|
||||
return "", fmt.Errorf("remote credential requires ~/.lingma/cache/id or lingma.log machine id: %w", err)
|
||||
}
|
||||
markers := []string{"using machine id from file:", "machine id:"}
|
||||
text := string(logBody)
|
||||
for _, marker := range markers {
|
||||
index := strings.LastIndex(strings.ToLower(text), marker)
|
||||
if index < 0 {
|
||||
continue
|
||||
}
|
||||
line := text[index+len(marker):]
|
||||
if newline := strings.IndexByte(line, '\n'); newline >= 0 {
|
||||
line = line[:newline]
|
||||
}
|
||||
if value := strings.TrimSpace(line); value != "" {
|
||||
return value, nil
|
||||
}
|
||||
}
|
||||
return "", errors.New("machine id not found in ~/.lingma cache")
|
||||
}
|
||||
|
||||
func decryptCacheUser(machineID string, ciphertext []byte) ([]byte, error) {
|
||||
if len(machineID) < aes.BlockSize {
|
||||
return nil, errors.New("machine id too short for cache decryption")
|
||||
}
|
||||
if len(ciphertext) == 0 || len(ciphertext)%aes.BlockSize != 0 {
|
||||
return nil, errors.New("invalid cache/user ciphertext size")
|
||||
}
|
||||
key := []byte(machineID[:aes.BlockSize])
|
||||
block, err := aes.NewCipher(key)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
plaintext := make([]byte, len(ciphertext))
|
||||
cipher.NewCBCDecrypter(block, key).CryptBlocks(plaintext, ciphertext)
|
||||
return unpadPKCS7(plaintext)
|
||||
}
|
||||
|
||||
func unpadPKCS7(data []byte) ([]byte, error) {
|
||||
if len(data) == 0 {
|
||||
return nil, errors.New("empty plaintext")
|
||||
}
|
||||
padLen := int(data[len(data)-1])
|
||||
if padLen <= 0 || padLen > aes.BlockSize || padLen > len(data) {
|
||||
return nil, errors.New("invalid cache/user padding")
|
||||
}
|
||||
for _, b := range data[len(data)-padLen:] {
|
||||
if int(b) != padLen {
|
||||
return nil, errors.New("invalid cache/user padding bytes")
|
||||
}
|
||||
}
|
||||
return data[:len(data)-padLen], nil
|
||||
}
|
||||
|
||||
func validateCredential(cred Credential) error {
|
||||
if strings.TrimSpace(cred.CosyKey) == "" {
|
||||
return errors.New("remote credential missing cosy_key")
|
||||
}
|
||||
if strings.TrimSpace(cred.EncryptUserInfo) == "" {
|
||||
return errors.New("remote credential missing encrypt_user_info")
|
||||
}
|
||||
if strings.TrimSpace(cred.UserID) == "" {
|
||||
return errors.New("remote credential missing user_id")
|
||||
}
|
||||
if strings.TrimSpace(cred.MachineID) == "" {
|
||||
return errors.New("remote credential missing machine_id")
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func parseExpire(value string) int64 {
|
||||
parsed, _ := strconv.ParseInt(strings.TrimSpace(value), 10, 64)
|
||||
return parsed
|
||||
}
|
||||
|
||||
func parseExpireAny(value any) int64 {
|
||||
switch typed := value.(type) {
|
||||
case string:
|
||||
return parseExpire(typed)
|
||||
case float64:
|
||||
return int64(typed)
|
||||
case int64:
|
||||
return typed
|
||||
case int:
|
||||
return int64(typed)
|
||||
default:
|
||||
return 0
|
||||
}
|
||||
}
|
||||
|
||||
func IsExpired(cred Credential, margin time.Duration) bool {
|
||||
return cred.TokenExpireTime > 0 && time.Now().Add(margin).UnixMilli() > cred.TokenExpireTime
|
||||
}
|
||||
28
internal/remote/id.go
Normal file
28
internal/remote/id.go
Normal file
@@ -0,0 +1,28 @@
|
||||
package remote
|
||||
|
||||
import (
|
||||
"crypto/rand"
|
||||
"encoding/hex"
|
||||
"fmt"
|
||||
"sync/atomic"
|
||||
"time"
|
||||
)
|
||||
|
||||
func newUUID() string {
|
||||
var data [16]byte
|
||||
if _, err := rand.Read(data[:]); err != nil {
|
||||
return fmt.Sprintf("fallback-%d", time.Now().UnixNano())
|
||||
}
|
||||
data[6] = (data[6] & 0x0f) | 0x40
|
||||
data[8] = (data[8] & 0x3f) | 0x80
|
||||
return fmt.Sprintf("%x-%x-%x-%x-%x", data[0:4], data[4:6], data[6:8], data[8:10], data[10:16])
|
||||
}
|
||||
|
||||
func newHexID() string {
|
||||
var data [16]byte
|
||||
if _, err := rand.Read(data[:]); err != nil {
|
||||
seq := atomic.AddUint64(&hexCounter, 1)
|
||||
return fmt.Sprintf("fallback%x%x", time.Now().UnixNano(), seq)
|
||||
}
|
||||
return hex.EncodeToString(data[:])
|
||||
}
|
||||
Reference in New Issue
Block a user