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公明
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// Package reasoning maps user/config intent to CloudWeGo Eino OpenAI ChatModel fields
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// (ReasoningEffort, ExtraFields such as thinking / reasoning_effort / output_config).
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package reasoning
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import (
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"strings"
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"cyberstrike-ai/internal/config"
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einoopenai "github.com/cloudwego/eino-ext/components/model/openai"
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)
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// ClientIntent is optional per-request override from ChatRequest.reasoning.
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type ClientIntent struct {
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Mode string
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Effort string
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}
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type wireProfile int
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const (
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wireNone wireProfile = iota
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wireClaude
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wireDeepseek
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wireOpenAI
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wireOutputConfig
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)
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// ApplyToEinoChatModelConfig merges reasoning-related options into cfg.
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// Precondition: cfg already has APIKey, BaseURL, Model, HTTPClient set.
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func ApplyToEinoChatModelConfig(cfg *einoopenai.ChatModelConfig, oa *config.OpenAIConfig, client *ClientIntent) {
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if cfg == nil || oa == nil {
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return
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}
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sr := &oa.Reasoning
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allowClient := sr.AllowClientReasoningEffective()
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mode := effectiveMode(sr, client, allowClient)
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// Claude (Anthropic): merge admin extras first; optional extended thinking maps to top-level `thinking`
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// (see internal/openai convertOpenAIToClaude). DeepSeek/OpenAI-style fields are not sent.
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if strings.EqualFold(strings.TrimSpace(oa.Provider), "claude") ||
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strings.EqualFold(strings.TrimSpace(oa.Provider), "anthropic") {
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if len(sr.ExtraRequestFields) > 0 {
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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for k, v := range sr.ExtraRequestFields {
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cfg.ExtraFields[k] = v
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}
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}
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if mode == "off" {
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return
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}
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applyClaudeExtendedThinking(cfg, mode, effectiveEffort(sr, client, allowClient), oa.Model)
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return
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}
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if mode == "off" {
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return
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}
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effort := effectiveEffort(sr, client, allowClient)
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prof := resolveWireProfile(oa, sr)
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// Admin-defined extra root fields (merged first; automatic keys may follow).
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if len(sr.ExtraRequestFields) > 0 {
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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for k, v := range sr.ExtraRequestFields {
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cfg.ExtraFields[k] = v
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}
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}
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switch prof {
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case wireClaude, wireNone:
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return
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case wireDeepseek:
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applyDeepseek(cfg, mode, effort)
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case wireOutputConfig:
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applyOutputConfigEffort(cfg, mode, effort)
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default: // wireOpenAI
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applyOpenAICompat(cfg, mode, effort)
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}
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}
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// applyClaudeExtendedThinking sets Anthropic Messages API `thinking` when absent from ExtraRequestFields.
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// Uses adaptive + summarized display by default (per Anthropic guidance for Claude 4.x); Sonnet 3.7 uses enabled+budget.
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func applyClaudeExtendedThinking(cfg *einoopenai.ChatModelConfig, mode, effort, model string) {
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if cfg == nil || mode == "off" {
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return
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}
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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if _, exists := cfg.ExtraFields["thinking"]; exists {
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return
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}
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m := strings.ToLower(strings.TrimSpace(model))
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thinking := map[string]any{
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"type": "adaptive",
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"display": "summarized",
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}
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// Sonnet 3.7: manual extended thinking is the documented path.
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if strings.Contains(m, "claude-3-7-sonnet") || strings.Contains(m, "3-7-sonnet") || strings.Contains(m, "sonnet-3.7") {
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thinking = map[string]any{
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"type": "enabled",
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"budget_tokens": 10000,
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"display": "summarized",
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}
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}
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// Opus 4.7+: manual enabled+budget rejected — keep adaptive only.
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if strings.Contains(m, "opus-4-7") || strings.Contains(m, "opus-4.7") {
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thinking = map[string]any{
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"type": "adaptive",
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"display": "summarized",
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}
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}
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_ = effort // reserved: map to Anthropic effort / output_config when API stabilizes in one place
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cfg.ExtraFields["thinking"] = thinking
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}
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func effectiveMode(sr *config.OpenAIReasoningConfig, client *ClientIntent, allowClient bool) string {
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server := strings.ToLower(strings.TrimSpace(sr.ModeEffective()))
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if server == "" || server == "default" {
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server = "auto"
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}
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if !allowClient || client == nil {
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return server
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}
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cm := strings.ToLower(strings.TrimSpace(client.Mode))
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if cm == "" || cm == "default" {
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return server
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}
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return cm
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}
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func effectiveEffort(sr *config.OpenAIReasoningConfig, client *ClientIntent, allowClient bool) string {
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se := normalizeEffort(sr.Effort)
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if !allowClient || client == nil {
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return se
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}
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ce := normalizeEffort(client.Effort)
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if ce != "" {
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return ce
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}
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return se
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}
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func normalizeEffort(s string) string {
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e := strings.ToLower(strings.TrimSpace(s))
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switch e {
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case "low", "medium", "high", "max":
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return e
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default:
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return ""
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}
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}
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func resolveWireProfile(oa *config.OpenAIConfig, sr *config.OpenAIReasoningConfig) wireProfile {
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if strings.EqualFold(strings.TrimSpace(oa.Provider), "claude") {
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return wireClaude
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}
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p := strings.ToLower(strings.TrimSpace(sr.ProfileEffective()))
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switch p {
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case "output_config", "output_config_effort":
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return wireOutputConfig
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case "openai", "openai_compat":
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return wireOpenAI
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case "deepseek", "deepseek_compat":
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return wireDeepseek
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case "auto", "":
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bu := strings.ToLower(oa.BaseURL)
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mo := strings.ToLower(oa.Model)
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if strings.Contains(bu, "deepseek") || strings.Contains(mo, "deepseek") {
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return wireDeepseek
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}
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return wireOpenAI
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default:
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return wireOpenAI
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}
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}
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func applyDeepseek(cfg *einoopenai.ChatModelConfig, mode, effort string) {
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// auto: enable thinking for DeepSeek line; on: same; auto without effort still opens thinking.
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if mode == "off" {
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return
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}
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if mode == "auto" || mode == "on" {
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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cfg.ExtraFields["thinking"] = map[string]any{"type": "enabled"}
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}
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if effort != "" {
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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cfg.ExtraFields["reasoning_effort"] = effortStringForAPI(effort)
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}
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}
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func applyOpenAICompat(cfg *einoopenai.ChatModelConfig, mode, effort string) {
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if mode == "auto" && effort == "" {
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return
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}
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e := effort
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if mode == "on" && e == "" {
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e = "medium"
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}
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if e == "" {
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return
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}
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if e == "max" {
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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cfg.ExtraFields["reasoning_effort"] = "max"
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return
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}
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switch e {
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case "low":
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cfg.ReasoningEffort = einoopenai.ReasoningEffortLevelLow
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case "medium":
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cfg.ReasoningEffort = einoopenai.ReasoningEffortLevelMedium
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case "high":
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cfg.ReasoningEffort = einoopenai.ReasoningEffortLevelHigh
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}
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}
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func applyOutputConfigEffort(cfg *einoopenai.ChatModelConfig, mode, effort string) {
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if mode == "auto" && effort == "" {
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return
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}
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e := effort
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if mode == "on" && e == "" {
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e = "high"
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}
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if e == "" {
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return
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}
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if cfg.ExtraFields == nil {
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cfg.ExtraFields = make(map[string]any)
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}
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cfg.ExtraFields["output_config"] = map[string]any{"effort": effortStringForAPI(e)}
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}
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func effortStringForAPI(e string) string {
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// Gateways expect lowercase strings; "max" kept as max.
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return strings.ToLower(strings.TrimSpace(e))
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}
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