diff --git a/backend/app/api/routes.py b/backend/app/api/routes.py
index fe970cef..348be7a2 100644
--- a/backend/app/api/routes.py
+++ b/backend/app/api/routes.py
@@ -104,6 +104,7 @@ async def run_analysis(
                 deep_think_api_key=request.deep_think_api_key or "",
                 embedding_base_url=request.embedding_base_url,
                 embedding_api_key=request.embedding_api_key or "",
+                embedding_model=request.embedding_model or "all-MiniLM-L6-v2",
                 alpha_vantage_api_key=request.alpha_vantage_api_key or "",
                 finmind_api_key=request.finmind_api_key or "",
             ))
@@ -166,7 +167,7 @@ async def cleanup_task(task_id: str):
     after the user has saved the results locally or to cloud storage.
     This helps keep Redis storage clean and reduces memory usage.
     
-    Note: Tasks are also automatically cleaned up 10 minutes after
+    Note: Tasks are also automatically cleaned up 1 hour after
     completion/failure, so calling this endpoint is optional but recommended.
     
     Args:
diff --git a/backend/app/models/schemas.py b/backend/app/models/schemas.py
index dca2b490..050f0115 100644
--- a/backend/app/models/schemas.py
+++ b/backend/app/models/schemas.py
@@ -46,9 +46,13 @@ class AnalysisRequest(BaseModel):
     deep_think_api_key: Optional[str] = Field(None, description="API Key for Deep Thinking Model", min_length=0)
     embedding_base_url: Optional[str] = Field(
         default="https://api.openai.com/v1",
-        description="Base URL for Embedding Model"
+        description="Base URL for Embedding Model (only used for OpenAI embeddings)"
+    )
+    embedding_api_key: Optional[str] = Field(None, description="API Key for Embedding Model (only used for OpenAI embeddings)", min_length=0)
+    embedding_model: Optional[str] = Field(
+        default="all-MiniLM-L6-v2",
+        description="Embedding model: 'all-MiniLM-L6-v2' (local, no API key), 'text-embedding-3-small' (OpenAI), etc."
     )
-    embedding_api_key: Optional[str] = Field(None, description="API Key for Embedding Model", min_length=0)
     alpha_vantage_api_key: Optional[str] = Field(
         None,
         description="Alpha Vantage API Key (optional, for US stock fundamental data)",
diff --git a/backend/app/services/task_manager.py b/backend/app/services/task_manager.py
index a3762a4a..1eca9f69 100644
--- a/backend/app/services/task_manager.py
+++ b/backend/app/services/task_manager.py
@@ -40,7 +40,7 @@ class HybridTaskManager:
         self._lock = threading.RLock()
         self._cleanup_interval = 3600  # 1 hour
         self._task_expiry = 86400  # 24 hours for pending/running tasks
-        self._completed_task_expiry = 600  # 10 minutes for completed/failed tasks (auto cleanup)
+        self._completed_task_expiry = 3600  # 1 hour for completed/failed tasks (auto cleanup)
         
         # Check Redis availability on startup
         if is_redis_available():
diff --git a/backend/app/services/trading_service.py b/backend/app/services/trading_service.py
index ffea02ea..98bc0c69 100644
--- a/backend/app/services/trading_service.py
+++ b/backend/app/services/trading_service.py
@@ -50,6 +50,7 @@ class TradingService:
         deep_think_api_key: Optional[str] = None,
         embedding_base_url: str = "https://api.openai.com/v1",
         embedding_api_key: Optional[str] = None,
+        embedding_model: str = "all-MiniLM-L6-v2",  # Default to local model
         alpha_vantage_api_key: Optional[str] = None,
         finmind_api_key: Optional[str] = None,  # 台灣股市資料 API
         market_type: str = "us",  # 市場類型：us (美股) 或 tw (台股)
@@ -132,8 +133,23 @@ class TradingService:
                 # Note: For non-OpenAI providers, the user MUST provide the specific key if it differs from the shared one.
                 config["quick_think_api_key"] = quick_think_api_key if quick_think_api_key else openai_api_key
                 config["deep_think_api_key"] = deep_think_api_key if deep_think_api_key else openai_api_key
-                config["embedding_base_url"] = normalize_base_url(embedding_base_url)
-                config["embedding_api_key"] = embedding_api_key if embedding_api_key else openai_api_key
+                
+                # Embedding configuration: determine provider based on model name
+                local_embedding_models = ["all-MiniLM-L6-v2", "all-mpnet-base-v2"]
+                is_local_embedding = embedding_model in local_embedding_models
+                
+                if is_local_embedding:
+                    # Local embedding: use sentence-transformers (no API key needed)
+                    config["embedding_provider"] = "local"
+                    config["embedding_model"] = embedding_model
+                    logger.info(f"Using local embedding model: {embedding_model}")
+                else:
+                    # OpenAI embedding: requires API key
+                    config["embedding_provider"] = "openai"
+                    config["embedding_model"] = embedding_model
+                    config["embedding_base_url"] = normalize_base_url(embedding_base_url)
+                    config["embedding_api_key"] = embedding_api_key if embedding_api_key else openai_api_key
+                    logger.info(f"Using OpenAI embedding model: {embedding_model}")
                 
                 # 根據 market_type 設定資料供應商
                 if market_type in ["twse", "tpex"]:
diff --git a/backend/requirements.txt b/backend/requirements.txt
index 5869f601..18e014ed 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -38,6 +38,7 @@ stockstats
 eodhd
 langgraph
 chromadb
+sentence-transformers
 setuptools
 backtrader
 akshare
diff --git a/frontend/components/analysis/AnalysisForm.tsx b/frontend/components/analysis/AnalysisForm.tsx
index 6c3bda85..f8da8079 100644
--- a/frontend/components/analysis/AnalysisForm.tsx
+++ b/frontend/components/analysis/AnalysisForm.tsx
@@ -52,6 +52,7 @@ const formSchema = z.object({
   research_depth: z.number().int().min(1).max(5),
   quick_think_llm: z.string().min(1, "請選擇快速思維模型"),
   deep_think_llm: z.string().min(1, "請選擇深層思維模型"),
+  embedding_model: z.string().min(1, "請選擇嵌入式模型"),
 
   // Market type selection: us=美股, twse=上市, tpex=上櫃/興櫃
   market_type: z.enum(["us", "twse", "tpex"]),
@@ -71,14 +72,14 @@ const formSchema = z.object({
     .url("請輸入有效的 URL")
     .optional()
     .or(z.literal("")),
-  quick_think_api_key: z.string().min(1, "請輸入快速思維模型 API Key"),
-  deep_think_api_key: z.string().min(1, "請輸入深層思維模型 API Key"),
+  quick_think_api_key: z.string().optional().or(z.literal("")),
+  deep_think_api_key: z.string().optional().or(z.literal("")),
   embedding_base_url: z
     .string()
     .url("請輸入有效的 URL")
     .optional()
     .or(z.literal("")),
-  embedding_api_key: z.string().min(1, "請輸入嵌入模型 API Key"),
+  embedding_api_key: z.string().optional().or(z.literal("")), // 本地模型不需要 API Key
   alpha_vantage_api_key: z.string().optional().or(z.literal("")), // 選填
   finmind_api_key: z.string().optional().or(z.literal("")), // 選填
 });
@@ -106,6 +107,7 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
       market_type: "us", // 預設美股
       quick_think_llm: "gpt-5-mini",
       deep_think_llm: "gpt-5-mini",
+      embedding_model: "all-MiniLM-L6-v2", // 預設使用本地開源模型
       custom_quick_think_model: "",
       custom_deep_think_model: "",
       quick_think_base_url: "https://api.openai.com/v1",
@@ -122,9 +124,11 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
   // Load API settings from localStorage and update when models change
   const quickThinkLlm = form.watch("quick_think_llm");
   const deepThinkLlm = form.watch("deep_think_llm");
+  const embeddingModel = form.watch("embedding_model");
   const marketType = form.watch("market_type");
   const isQuickThinkCustom = quickThinkLlm === "custom";
   const isDeepThinkCustom = deepThinkLlm === "custom";
+  const isLocalEmbedding = ["all-MiniLM-L6-v2", "all-mpnet-base-v2"].includes(embeddingModel);
 
   useEffect(() => {
     // Use async version to get decrypted API keys
@@ -169,14 +173,20 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
         );
       }
 
-      form.setValue(
-        "embedding_base_url",
-        savedSettings.custom_base_url || "https://api.openai.com/v1"
-      );
-      form.setValue(
-        "embedding_api_key",
-        savedSettings.custom_api_key || savedSettings.openai_api_key
-      );
+      // 本地模型不需要設定 API Key 和 Base URL
+      if (!isLocalEmbedding) {
+        form.setValue(
+          "embedding_base_url",
+          savedSettings.custom_base_url || "https://api.openai.com/v1"
+        );
+        form.setValue(
+          "embedding_api_key",
+          savedSettings.custom_api_key || savedSettings.openai_api_key
+        );
+      } else {
+        form.setValue("embedding_base_url", "");
+        form.setValue("embedding_api_key", "");
+      }
       form.setValue(
         "alpha_vantage_api_key",
         savedSettings.alpha_vantage_api_key || ""
@@ -186,7 +196,7 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
 
     loadSettings();
     // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [quickThinkLlm, deepThinkLlm, isQuickThinkCustom, isDeepThinkCustom]);
+  }, [quickThinkLlm, deepThinkLlm, embeddingModel, isQuickThinkCustom, isDeepThinkCustom, isLocalEmbedding]);
 
   // 當市場類型改變時，更新預設股票代碼和提示
   useEffect(() => {
@@ -253,6 +263,17 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
       return;
     }
 
+    // Validate API keys are set (they come from localStorage/settings)
+    if (!values.quick_think_api_key) {
+      alert("請先在右上角「設定」中設定您的 API Key。\n\n快速思維模型需要對應的 API Key 才能運作。");
+      return;
+    }
+    
+    if (!values.deep_think_api_key) {
+      alert("請先在右上角「設定」中設定您的 API Key。\n\n深層思維模型需要對應的 API Key 才能運作。");
+      return;
+    }
+
     const request: AnalysisRequest = {
       ...values,
       quick_think_llm: finalQuickThinkLlm,
@@ -444,8 +465,8 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
                 />
               </div>
 
-              {/* 第二行：研究深度、快速思維模型、深層思維模型（3列） */}
-              <div className="md:col-span-2 grid grid-cols-1 md:grid-cols-3 gap-6">
+              {/* 第二行：研究深度、快速思維模型、深層思維模型、嵌入式模型（4列） */}
+              <div className="md:col-span-2 grid grid-cols-1 md:grid-cols-4 gap-6">
                 <FormField
                   control={form.control}
                   name="research_depth"
@@ -764,6 +785,50 @@ export function AnalysisForm({ onSubmit, loading = false }: AnalysisFormProps) {
                     )}
                   />
                 )}
+
+                {/* 嵌入式模型 */}
+                <FormField
+                  control={form.control}
+                  name="embedding_model"
+                  render={({ field }) => (
+                    <FormItem>
+                      <FormLabel>嵌入式模型</FormLabel>
+                      <Select
+                        onValueChange={field.onChange}
+                        defaultValue={field.value}
+                      >
+                        <FormControl>
+                          <SelectTrigger>
+                            <SelectValue placeholder="選擇嵌入式模型" />
+                          </SelectTrigger>
+                        </FormControl>
+                        <SelectContent>
+                          {/* 本地開源模型 (不需要 API Key) */}
+                          <SelectItem value="all-MiniLM-L6-v2">
+                            🖥️ 本地: all-MiniLM-L6-v2 (推薦)
+                          </SelectItem>
+                          <SelectItem value="all-mpnet-base-v2">
+                            🖥️ 本地: all-mpnet-base-v2
+                          </SelectItem>
+                          
+                          {/* OpenAI API 模型 (需要 API Key) */}
+                          <SelectItem value="text-embedding-3-small">
+                            ☁️ OpenAI: text-embedding-3-small
+                          </SelectItem>
+                          <SelectItem value="text-embedding-3-large">
+                            ☁️ OpenAI: text-embedding-3-large
+                          </SelectItem>
+                        </SelectContent>
+                      </Select>
+                      <FormDescription>
+                        {isLocalEmbedding 
+                          ? "🆓 本地模型不需 API Key" 
+                          : "☁️ 需要 OpenAI API Key"}
+                      </FormDescription>
+                      <FormMessage />
+                    </FormItem>
+                  )}
+                />
               </div>
             </div>
 
diff --git a/frontend/components/settings/ApiSettingsDialog.tsx b/frontend/components/settings/ApiSettingsDialog.tsx
index 6c466dce..4e67b56a 100644
--- a/frontend/components/settings/ApiSettingsDialog.tsx
+++ b/frontend/components/settings/ApiSettingsDialog.tsx
@@ -40,12 +40,14 @@ import { useAuth } from "@/contexts/auth-context";
 import { getCloudSettings, saveCloudSettings, isCloudSyncEnabled } from "@/lib/user-api";
 
 const formSchema = z.object({
-  // Required
-  openai_api_key: z.string().min(1, "OpenAI API Key 為必填"),
+  // All API keys are optional - users only need the ones for their selected models
+  openai_api_key: z.string().optional().or(z.literal("")),
   
-  // Optional
+  // Stock market data APIs
   alpha_vantage_api_key: z.string().optional().or(z.literal("")),  // 美股基本面資料
   finmind_api_key: z.string().optional().or(z.literal("")),  // 台灣股市資料
+  
+  // LLM Providers
   anthropic_api_key: z.string().optional().or(z.literal("")),
   google_api_key: z.string().optional().or(z.literal("")),
   grok_api_key: z.string().optional().or(z.literal("")),
@@ -165,27 +167,11 @@ export function ApiSettingsDialog() {
 
         <Form {...form}>
           <form onSubmit={form.handleSubmit(onSubmit)} className="space-y-4">
-            {/* Required Section */}
-            <div className="space-y-4">
-              <h3 className="text-lg font-semibold text-primary">必填項目</h3>
-              
-              {/* OpenAI API Key */}
-              <FormField
-                control={form.control}
-                name="openai_api_key"
-                render={({ field }) => (
-                  <FormItem>
-                    <FormLabel>OpenAI API Key *</FormLabel>
-                    <FormControl>
-                      <Input type="password" placeholder="sk-..." {...field} />
-                    </FormControl>
-                    <FormDescription>
-                      用於 OpenAI 模型（GPT-4, GPT-5, o4 等）
-                    </FormDescription>
-                    <FormMessage />
-                  </FormItem>
-                )}
-              />
+            {/* 注意事項 */}
+            <div className="space-y-2">
+              <div className="bg-blue-50 dark:bg-blue-900/20 border border-blue-200 dark:border-blue-800 rounded-lg p-3 text-blue-800 dark:text-blue-300 text-sm">
+                💡 僅需填寫您選擇的模型供應商的 API。例如，若使用 Claude 模型，只需填寫 Claude API。
+              </div>
             </div>
 
             {/* Stock Market Data APIs Section */}
@@ -239,13 +225,29 @@ export function ApiSettingsDialog() {
               />
             </div>
 
-            {/* Optional LLM Providers Section */}
+            {/* LLM Providers Section */}
             <div className="space-y-4 border-t pt-4">
               <h3 className="text-lg font-semibold text-muted-foreground">
-                選填項目（其他 LLM 供應商）
+                LLM 模型供應商（依選擇的模型填寫）
               </h3>
 
-              {/* Anthropic API Key */}
+              {/* OpenAI API Key */}
+              <FormField
+                control={form.control}
+                name="openai_api_key"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>OpenAI API Key</FormLabel>
+                    <FormControl>
+                      <Input type="password" placeholder="sk-..." {...field} />
+                    </FormControl>
+                    <FormDescription>
+                      用於 OpenAI 模型（GPT-4, GPT-5, o4 等）及 OpenAI 嵌入式模型
+                    </FormDescription>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
               <FormField
                 control={form.control}
                 name="anthropic_api_key"
diff --git a/frontend/lib/types.ts b/frontend/lib/types.ts
index a7a0d05a..2c938884 100644
--- a/frontend/lib/types.ts
+++ b/frontend/lib/types.ts
@@ -20,6 +20,7 @@ export interface AnalysisRequest {
   deep_think_api_key?: string;
   embedding_base_url?: string;
   embedding_api_key?: string;
+  embedding_model?: string;  // Embedding model: 'all-MiniLM-L6-v2' (local), 'text-embedding-3-small' (OpenAI), etc.
   alpha_vantage_api_key?: string;
   finmind_api_key?: string;  // 台灣股市資料 API
 }
diff --git a/frontend/pnpm-lock.yaml b/frontend/pnpm-lock.yaml
index 6fc192d3..5f08cc53 100644
--- a/frontend/pnpm-lock.yaml
+++ b/frontend/pnpm-lock.yaml
@@ -64,7 +64,7 @@ importers:
         version: 19.2.0
       react-day-picker:
         specifier: ^9.11.3
-        version: 9.12.0(react@19.2.0)
+        version: 9.13.0(react@19.2.0)
       react-dom:
         specifier: 19.2.0
         version: 19.2.0(react@19.2.0)
@@ -76,7 +76,7 @@ importers:
         version: 10.1.0(@types/react@19.2.7)(react@19.2.0)
       recharts:
         specifier: ^3.4.1
-        version: 3.5.1(@types/react@19.2.7)(react-dom@19.2.0(react@19.2.0))(react-is@16.13.1)(react@19.2.0)(redux@5.0.1)
+        version: 3.6.0(@types/react@19.2.7)(react-dom@19.2.0(react@19.2.0))(react-is@16.13.1)(react@19.2.0)(redux@5.0.1)
       rehype-raw:
         specifier: ^7.0.0
         version: 7.0.0
@@ -95,7 +95,7 @@ importers:
         version: 4.1.18
       '@types/node':
         specifier: ^20
-        version: 20.19.26
+        version: 20.19.27
       '@types/react':
         specifier: ^19
         version: 19.2.7
@@ -107,13 +107,13 @@ importers:
         version: 1.0.0
       baseline-browser-mapping:
         specifier: ^2.9.2
-        version: 2.9.6
+        version: 2.9.11
       eslint:
         specifier: ^9
-        version: 9.39.1(jiti@2.6.1)
+        version: 9.39.2(jiti@2.6.1)
       eslint-config-next:
         specifier: 16.0.3
-        version: 16.0.3(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
+        version: 16.0.3(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
       tailwindcss:
         specifier: ^4
         version: 4.1.18
@@ -235,8 +235,8 @@ packages:
     resolution: {integrity: sha512-Kr+LPIUVKz2qkx1HAMH8q1q6azbqBAsXJUxBl/ODDuVPX45Z9DfwB8tPjTi6nNZ8BuM3nbJxC5zCAg5elnBUTQ==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
-  '@eslint/js@9.39.1':
-    resolution: {integrity: sha512-S26Stp4zCy88tH94QbBv3XCuzRQiZ9yXofEILmglYTh/Ug/a9/umqvgFtYBAo3Lp0nsI/5/qH1CCrbdK3AP1Tw==}
+  '@eslint/js@9.39.2':
+    resolution: {integrity: sha512-q1mjIoW1VX4IvSocvM/vbTiveKC4k9eLrajNEuSsmjymSDEbpGddtpfOoN7YGAqBK3NG+uqo8ia4PDTt8buCYA==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
   '@eslint/object-schema@2.1.7':
@@ -900,8 +900,8 @@ packages:
   '@radix-ui/rect@1.1.1':
     resolution: {integrity: sha512-HPwpGIzkl28mWyZqG52jiqDJ12waP11Pa1lGoiyUkIEuMLBP0oeK/C89esbXrxsky5we7dfd8U58nm0SgAWpVw==}
 
-  '@reduxjs/toolkit@2.11.1':
-    resolution: {integrity: sha512-HjhlEREguAyBTGNzRlGNiDHGQ2EjLSPWwdhhpoEqHYy8hWak3Dp6/fU72OfqVsiMb8S6rbfPsWUF24fxpilrVA==}
+  '@reduxjs/toolkit@2.11.2':
+    resolution: {integrity: sha512-Kd6kAHTA6/nUpp8mySPqj3en3dm0tdMIgbttnQ1xFMVpufoj+ADi8pXLBsd4xzTRHQa7t/Jv8W5UnCuW4kuWMQ==}
     peerDependencies:
       react: ^16.9.0 || ^17.0.0 || ^18 || ^19
       react-redux: ^7.2.1 || ^8.1.3 || ^9.0.0
@@ -914,8 +914,8 @@ packages:
   '@rtsao/scc@1.1.0':
     resolution: {integrity: sha512-zt6OdqaDoOnJ1ZYsCYGt9YmWzDXl4vQdKTyJev62gFhRGKdx7mcT54V9KIjg+d2wi9EXsPvAPKe7i7WjfVWB8g==}
 
-  '@standard-schema/spec@1.0.0':
-    resolution: {integrity: sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA==}
+  '@standard-schema/spec@1.1.0':
+    resolution: {integrity: sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==}
 
   '@standard-schema/utils@0.3.0':
     resolution: {integrity: sha512-e7Mew686owMaPJVNNLs55PUvgz371nKgwsc4vxE49zsODpJEnxgxRo2y/OKrqueavXgZNMDVj3DdHFlaSAeU8g==}
@@ -1065,8 +1065,8 @@ packages:
   '@types/ms@2.1.0':
     resolution: {integrity: sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==}
 
-  '@types/node@20.19.26':
-    resolution: {integrity: sha512-0l6cjgF0XnihUpndDhk+nyD3exio3iKaYROSgvh/qSevPXax3L8p5DBRFjbvalnwatGgHEQn2R88y2fA3g4irg==}
+  '@types/node@20.19.27':
+    resolution: {integrity: sha512-N2clP5pJhB2YnZJ3PIHFk5RkygRX5WO/5f0WC08tp0wd+sv0rsJk3MqWn3CbNmT2J505a5336jaQj4ph1AdMug==}
 
   '@types/react-dom@19.2.3':
     resolution: {integrity: sha512-jp2L/eY6fn+KgVVQAOqYItbF0VY/YApe5Mz2F0aykSO8gx31bYCZyvSeYxCHKvzHG5eZjc+zyaS5BrBWya2+kQ==}
@@ -1085,63 +1085,63 @@ packages:
   '@types/use-sync-external-store@0.0.6':
     resolution: {integrity: sha512-zFDAD+tlpf2r4asuHEj0XH6pY6i0g5NeAHPn+15wk3BV6JA69eERFXC1gyGThDkVa1zCyKr5jox1+2LbV/AMLg==}
 
-  '@typescript-eslint/eslint-plugin@8.49.0':
-    resolution: {integrity: sha512-JXij0vzIaTtCwu6SxTh8qBc66kmf1xs7pI4UOiMDFVct6q86G0Zs7KRcEoJgY3Cav3x5Tq0MF5jwgpgLqgKG3A==}
+  '@typescript-eslint/eslint-plugin@8.50.0':
+    resolution: {integrity: sha512-O7QnmOXYKVtPrfYzMolrCTfkezCJS9+ljLdKW/+DCvRsc3UAz+sbH6Xcsv7p30+0OwUbeWfUDAQE0vpabZ3QLg==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
-      '@typescript-eslint/parser': ^8.49.0
+      '@typescript-eslint/parser': ^8.50.0
       eslint: ^8.57.0 || ^9.0.0
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/parser@8.49.0':
-    resolution: {integrity: sha512-N9lBGA9o9aqb1hVMc9hzySbhKibHmB+N3IpoShyV6HyQYRGIhlrO5rQgttypi+yEeKsKI4idxC8Jw6gXKD4THA==}
+  '@typescript-eslint/parser@8.50.0':
+    resolution: {integrity: sha512-6/cmF2piao+f6wSxUsJLZjck7OQsYyRtcOZS02k7XINSNlz93v6emM8WutDQSXnroG2xwYlEVHJI+cPA7CPM3Q==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       eslint: ^8.57.0 || ^9.0.0
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/project-service@8.49.0':
-    resolution: {integrity: sha512-/wJN0/DKkmRUMXjZUXYZpD1NEQzQAAn9QWfGwo+Ai8gnzqH7tvqS7oNVdTjKqOcPyVIdZdyCMoqN66Ia789e7g==}
+  '@typescript-eslint/project-service@8.50.0':
+    resolution: {integrity: sha512-Cg/nQcL1BcoTijEWyx4mkVC56r8dj44bFDvBdygifuS20f3OZCHmFbjF34DPSi07kwlFvqfv/xOLnJ5DquxSGQ==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/scope-manager@8.49.0':
-    resolution: {integrity: sha512-npgS3zi+/30KSOkXNs0LQXtsg9ekZ8OISAOLGWA/ZOEn0ZH74Ginfl7foziV8DT+D98WfQ5Kopwqb/PZOaIJGg==}
+  '@typescript-eslint/scope-manager@8.50.0':
+    resolution: {integrity: sha512-xCwfuCZjhIqy7+HKxBLrDVT5q/iq7XBVBXLn57RTIIpelLtEIZHXAF/Upa3+gaCpeV1NNS5Z9A+ID6jn50VD4A==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
-  '@typescript-eslint/tsconfig-utils@8.49.0':
-    resolution: {integrity: sha512-8prixNi1/6nawsRYxet4YOhnbW+W9FK/bQPxsGB1D3ZrDzbJ5FXw5XmzxZv82X3B+ZccuSxo/X8q9nQ+mFecWA==}
+  '@typescript-eslint/tsconfig-utils@8.50.0':
+    resolution: {integrity: sha512-vxd3G/ybKTSlm31MOA96gqvrRGv9RJ7LGtZCn2Vrc5htA0zCDvcMqUkifcjrWNNKXHUU3WCkYOzzVSFBd0wa2w==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/type-utils@8.49.0':
-    resolution: {integrity: sha512-KTExJfQ+svY8I10P4HdxKzWsvtVnsuCifU5MvXrRwoP2KOlNZ9ADNEWWsQTJgMxLzS5VLQKDjkCT/YzgsnqmZg==}
+  '@typescript-eslint/type-utils@8.50.0':
+    resolution: {integrity: sha512-7OciHT2lKCewR0mFoBrvZJ4AXTMe/sYOe87289WAViOocEmDjjv8MvIOT2XESuKj9jp8u3SZYUSh89QA4S1kQw==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       eslint: ^8.57.0 || ^9.0.0
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/types@8.49.0':
-    resolution: {integrity: sha512-e9k/fneezorUo6WShlQpMxXh8/8wfyc+biu6tnAqA81oWrEic0k21RHzP9uqqpyBBeBKu4T+Bsjy9/b8u7obXQ==}
+  '@typescript-eslint/types@8.50.0':
+    resolution: {integrity: sha512-iX1mgmGrXdANhhITbpp2QQM2fGehBse9LbTf0sidWK6yg/NE+uhV5dfU1g6EYPlcReYmkE9QLPq/2irKAmtS9w==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
-  '@typescript-eslint/typescript-estree@8.49.0':
-    resolution: {integrity: sha512-jrLdRuAbPfPIdYNppHJ/D0wN+wwNfJ32YTAm10eJVsFmrVpXQnDWBn8niCSMlWjvml8jsce5E/O+86IQtTbJWA==}
+  '@typescript-eslint/typescript-estree@8.50.0':
+    resolution: {integrity: sha512-W7SVAGBR/IX7zm1t70Yujpbk+zdPq/u4soeFSknWFdXIFuWsBGBOUu/Tn/I6KHSKvSh91OiMuaSnYp3mtPt5IQ==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/utils@8.49.0':
-    resolution: {integrity: sha512-N3W7rJw7Rw+z1tRsHZbK395TWSYvufBXumYtEGzypgMUthlg0/hmCImeA8hgO2d2G4pd7ftpxxul2J8OdtdaFA==}
+  '@typescript-eslint/utils@8.50.0':
+    resolution: {integrity: sha512-87KgUXET09CRjGCi2Ejxy3PULXna63/bMYv72tCAlDJC3Yqwln0HiFJ3VJMst2+mEtNtZu5oFvX4qJGjKsnAgg==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       eslint: ^8.57.0 || ^9.0.0
       typescript: '>=4.8.4 <6.0.0'
 
-  '@typescript-eslint/visitor-keys@8.49.0':
-    resolution: {integrity: sha512-LlKaciDe3GmZFphXIc79THF/YYBugZ7FS1pO581E/edlVVNbZKDy93evqmrfQ9/Y4uN0vVhX4iuchq26mK/iiA==}
+  '@typescript-eslint/visitor-keys@8.50.0':
+    resolution: {integrity: sha512-Xzmnb58+Db78gT/CCj/PVCvK+zxbnsw6F+O1oheYszJbBSdEjVhQi3C/Xttzxgi/GLmpvOggRs1RFpiJ8+c34Q==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
   '@ungap/structured-clone@1.3.0':
@@ -1336,8 +1336,8 @@ packages:
   balanced-match@1.0.2:
     resolution: {integrity: sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==}
 
-  baseline-browser-mapping@2.9.6:
-    resolution: {integrity: sha512-v9BVVpOTLB59C9E7aSnmIF8h7qRsFpx+A2nugVMTszEOMcfjlZMsXRm4LF23I3Z9AJxc8ANpIvzbzONoX9VJlg==}
+  baseline-browser-mapping@2.9.11:
+    resolution: {integrity: sha512-Sg0xJUNDU1sJNGdfGWhVHX0kkZ+HWcvmVymJbj6NSgZZmW/8S9Y2HQ5euytnIgakgxN6papOAWiwDo1ctFDcoQ==}
     hasBin: true
 
   brace-expansion@1.1.12:
@@ -1371,8 +1371,8 @@ packages:
     resolution: {integrity: sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==}
     engines: {node: '>=6'}
 
-  caniuse-lite@1.0.30001760:
-    resolution: {integrity: sha512-7AAMPcueWELt1p3mi13HR/LHH0TJLT11cnwDJEs3xA4+CK/PLKeO9Kl1oru24htkyUKtkGCvAx4ohB0Ttry8Dw==}
+  caniuse-lite@1.0.30001761:
+    resolution: {integrity: sha512-JF9ptu1vP2coz98+5051jZ4PwQgd2ni8A+gYSN7EA7dPKIMf0pDlSUxhdmVOaV3/fYK5uWBkgSXJaRLr4+3A6g==}
 
   ccount@2.0.1:
     resolution: {integrity: sha512-eyrF0jiFpY+3drT6383f1qhkbGsLSifNAjA61IUjZjmLCWjItY6LB9ft9YhoDgwfmclB2zhu51Lc7+95b8NRAg==}
@@ -1572,8 +1572,8 @@ packages:
     resolution: {integrity: sha512-aN97NXWF6AWBTahfVOIrB/NShkzi5H7F9r1s9mD3cDj4Ko5f2qhhVoYMibXF7GlLveb/D2ioWay8lxI97Ven3g==}
     engines: {node: '>=0.12'}
 
-  es-abstract@1.24.0:
-    resolution: {integrity: sha512-WSzPgsdLtTcQwm4CROfS5ju2Wa1QQcVeT37jFjYzdFz1r9ahadC8B8/a4qxJxM+09F18iumCdRmlr96ZYkQvEg==}
+  es-abstract@1.24.1:
+    resolution: {integrity: sha512-zHXBLhP+QehSSbsS9Pt23Gg964240DPd6QCf8WpkqEXxQ7fhdZzYsocOr5u7apWonsS5EjZDmTF+/slGMyasvw==}
     engines: {node: '>= 0.4'}
 
   es-define-property@1.0.1:
@@ -1584,8 +1584,8 @@ packages:
     resolution: {integrity: sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==}
     engines: {node: '>= 0.4'}
 
-  es-iterator-helpers@1.2.1:
-    resolution: {integrity: sha512-uDn+FE1yrDzyC0pCo961B2IHbdM8y/ACZsKD4dG6WqrjV53BADjwa7D+1aom2rsNVfLyDgU/eigvlJGJ08OQ4w==}
+  es-iterator-helpers@1.2.2:
+    resolution: {integrity: sha512-BrUQ0cPTB/IwXj23HtwHjS9n7O4h9FX94b4xc5zlTHxeLgTAdzYUDyy6KdExAl9lbN5rtfe44xpjpmj9grxs5w==}
     engines: {node: '>= 0.4'}
 
   es-object-atoms@1.1.1:
@@ -1604,8 +1604,8 @@ packages:
     resolution: {integrity: sha512-w+5mJ3GuFL+NjVtJlvydShqE1eN3h3PbI7/5LAsYJP/2qtuMXjfL2LpHSRqo4b4eSF5K/DH1JXKUAHSB2UW50g==}
     engines: {node: '>= 0.4'}
 
-  es-toolkit@1.42.0:
-    resolution: {integrity: sha512-SLHIyY7VfDJBM8clz4+T2oquwTQxEzu263AyhVK4jREOAwJ+8eebaa4wM3nlvnAqhDrMm2EsA6hWHaQsMPQ1nA==}
+  es-toolkit@1.43.0:
+    resolution: {integrity: sha512-SKCT8AsWvYzBBuUqMk4NPwFlSdqLpJwmy6AP322ERn8W2YLIB6JBXnwMI2Qsh2gfphT3q7EKAxKb23cvFHFwKA==}
 
   escalade@3.2.0:
     resolution: {integrity: sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==}
@@ -1705,8 +1705,8 @@ packages:
     resolution: {integrity: sha512-Uhdk5sfqcee/9H/rCOJikYz67o0a2Tw2hGRPOG2Y1R2dg7brRe1uG0yaNQDHu+TO/uQPF/5eCapvYSmHUjt7JQ==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
-  eslint@9.39.1:
-    resolution: {integrity: sha512-BhHmn2yNOFA9H9JmmIVKJmd288g9hrVRDkdoIgRCRuSySRUHH7r/DI6aAXW9T1WwUuY3DFgrcaqB+deURBLR5g==}
+  eslint@9.39.2:
+    resolution: {integrity: sha512-LEyamqS7W5HB3ujJyvi0HQK/dtVINZvd5mAAp9eT5S/ujByGjiZLCzPcHVzuXbpJDJF/cxwHlfceVUDZ2lnSTw==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     hasBin: true
     peerDependencies:
@@ -2558,8 +2558,8 @@ packages:
   queue-microtask@1.2.3:
     resolution: {integrity: sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A==}
 
-  react-day-picker@9.12.0:
-    resolution: {integrity: sha512-t8OvG/Zrciso5CQJu5b1A7yzEmebvST+S3pOVQJWxwjjVngyG/CA2htN/D15dLI4uTEuLLkbZyS4YYt480FAtA==}
+  react-day-picker@9.13.0:
+    resolution: {integrity: sha512-euzj5Hlq+lOHqI53NiuNhCP8HWgsPf/bBAVijR50hNaY1XwjKjShAnIe8jm8RD2W9IJUvihDIZ+KrmqfFzNhFQ==}
     engines: {node: '>=18'}
     peerDependencies:
       react: '>=16.8.0'
@@ -2630,8 +2630,8 @@ packages:
     resolution: {integrity: sha512-tmbWg6W31tQLeB5cdIBOicJDJRR2KzXsV7uSK9iNfLWQ5bIZfxuPEHp7M8wiHyHnn0DD1i7w3Zmin0FtkrwoCQ==}
     engines: {node: '>=0.10.0'}
 
-  recharts@3.5.1:
-    resolution: {integrity: sha512-+v+HJojK7gnEgG6h+b2u7k8HH7FhyFUzAc4+cPrsjL4Otdgqr/ecXzAnHciqlzV1ko064eNcsdzrYOM78kankA==}
+  recharts@3.6.0:
+    resolution: {integrity: sha512-L5bjxvQRAe26RlToBAziKUB7whaGKEwD3znoM6fz3DrTowCIC/FnJYnuq1GEzB8Zv2kdTfaxQfi5GoH0tBinyg==}
     engines: {node: '>=18'}
     peerDependencies:
       react: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
@@ -2896,8 +2896,8 @@ packages:
     resolution: {integrity: sha512-3KS2b+kL7fsuk/eJZ7EQdnEmQoaho/r6KUef7hxvltNA5DR8NAUM+8wJMbJyZ4G9/7i3v5zPBIMN5aybAh2/Jg==}
     engines: {node: '>= 0.4'}
 
-  typescript-eslint@8.49.0:
-    resolution: {integrity: sha512-zRSVH1WXD0uXczCXw+nsdjGPUdx4dfrs5VQoHnUWmv1U3oNlAKv4FUNdLDhVUg+gYn+a5hUESqch//Rv5wVhrg==}
+  typescript-eslint@8.50.0:
+    resolution: {integrity: sha512-Q1/6yNUmCpH94fbgMUMg2/BSAr/6U7GBk61kZTv1/asghQOWOjTlp9K8mixS5NcJmm2creY+UFfGeW/+OcA64A==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
     peerDependencies:
       eslint: ^8.57.0 || ^9.0.0
@@ -2936,8 +2936,8 @@ packages:
   unrs-resolver@1.11.1:
     resolution: {integrity: sha512-bSjt9pjaEBnNiGgc9rUiHGKv5l4/TGzDmYw3RhnkJGtLhbnnA/5qJj7x3dNDCRx/PJxu774LlH8lCOlB4hEfKg==}
 
-  update-browserslist-db@1.2.2:
-    resolution: {integrity: sha512-E85pfNzMQ9jpKkA7+TJAi4TJN+tBCuWh5rUcS/sv6cFi+1q9LYDwDI5dpUL0u/73EElyQ8d3TEaeW4sPedBqYA==}
+  update-browserslist-db@1.2.3:
+    resolution: {integrity: sha512-Js0m9cx+qOgDxo0eMiFGEueWztz+d4+M3rGlmKPT+T4IS/jP4ylw3Nwpu6cpTTP8R1MAC1kF4VbdLt3ARf209w==}
     hasBin: true
     peerDependencies:
       browserslist: '>= 4.21.0'
@@ -3151,9 +3151,9 @@ snapshots:
       tslib: 2.8.1
     optional: true
 
-  '@eslint-community/eslint-utils@4.9.0(eslint@9.39.1(jiti@2.6.1))':
+  '@eslint-community/eslint-utils@4.9.0(eslint@9.39.2(jiti@2.6.1))':
     dependencies:
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       eslint-visitor-keys: 3.4.3
 
   '@eslint-community/regexpp@4.12.2': {}
@@ -3188,7 +3188,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@eslint/js@9.39.1': {}
+  '@eslint/js@9.39.2': {}
 
   '@eslint/object-schema@2.1.7': {}
 
@@ -3785,9 +3785,9 @@ snapshots:
 
   '@radix-ui/rect@1.1.1': {}
 
-  '@reduxjs/toolkit@2.11.1(react-redux@9.2.0(@types/react@19.2.7)(react@19.2.0)(redux@5.0.1))(react@19.2.0)':
+  '@reduxjs/toolkit@2.11.2(react-redux@9.2.0(@types/react@19.2.7)(react@19.2.0)(redux@5.0.1))(react@19.2.0)':
     dependencies:
-      '@standard-schema/spec': 1.0.0
+      '@standard-schema/spec': 1.1.0
       '@standard-schema/utils': 0.3.0
       immer: 11.0.1
       redux: 5.0.1
@@ -3799,7 +3799,7 @@ snapshots:
 
   '@rtsao/scc@1.1.0': {}
 
-  '@standard-schema/spec@1.0.0': {}
+  '@standard-schema/spec@1.1.0': {}
 
   '@standard-schema/utils@0.3.0': {}
 
@@ -3929,7 +3929,7 @@ snapshots:
 
   '@types/ms@2.1.0': {}
 
-  '@types/node@20.19.26':
+  '@types/node@20.19.27':
     dependencies:
       undici-types: 6.21.0
 
@@ -3947,15 +3947,15 @@ snapshots:
 
   '@types/use-sync-external-store@0.0.6': {}
 
-  '@typescript-eslint/eslint-plugin@8.49.0(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)':
+  '@typescript-eslint/eslint-plugin@8.50.0(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
       '@eslint-community/regexpp': 4.12.2
-      '@typescript-eslint/parser': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      '@typescript-eslint/scope-manager': 8.49.0
-      '@typescript-eslint/type-utils': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      '@typescript-eslint/utils': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      '@typescript-eslint/visitor-keys': 8.49.0
-      eslint: 9.39.1(jiti@2.6.1)
+      '@typescript-eslint/parser': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/scope-manager': 8.50.0
+      '@typescript-eslint/type-utils': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/utils': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/visitor-keys': 8.50.0
+      eslint: 9.39.2(jiti@2.6.1)
       ignore: 7.0.5
       natural-compare: 1.4.0
       ts-api-utils: 2.1.0(typescript@5.9.3)
@@ -3963,56 +3963,56 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)':
+  '@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
-      '@typescript-eslint/scope-manager': 8.49.0
-      '@typescript-eslint/types': 8.49.0
-      '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/visitor-keys': 8.49.0
+      '@typescript-eslint/scope-manager': 8.50.0
+      '@typescript-eslint/types': 8.50.0
+      '@typescript-eslint/typescript-estree': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/visitor-keys': 8.50.0
       debug: 4.4.3
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/project-service@8.49.0(typescript@5.9.3)':
+  '@typescript-eslint/project-service@8.50.0(typescript@5.9.3)':
     dependencies:
-      '@typescript-eslint/tsconfig-utils': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/types': 8.49.0
+      '@typescript-eslint/tsconfig-utils': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/types': 8.50.0
       debug: 4.4.3
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/scope-manager@8.49.0':
+  '@typescript-eslint/scope-manager@8.50.0':
     dependencies:
-      '@typescript-eslint/types': 8.49.0
-      '@typescript-eslint/visitor-keys': 8.49.0
+      '@typescript-eslint/types': 8.50.0
+      '@typescript-eslint/visitor-keys': 8.50.0
 
-  '@typescript-eslint/tsconfig-utils@8.49.0(typescript@5.9.3)':
+  '@typescript-eslint/tsconfig-utils@8.50.0(typescript@5.9.3)':
     dependencies:
       typescript: 5.9.3
 
-  '@typescript-eslint/type-utils@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)':
+  '@typescript-eslint/type-utils@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
-      '@typescript-eslint/types': 8.49.0
-      '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/utils': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/types': 8.50.0
+      '@typescript-eslint/typescript-estree': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/utils': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
       debug: 4.4.3
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       ts-api-utils: 2.1.0(typescript@5.9.3)
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/types@8.49.0': {}
+  '@typescript-eslint/types@8.50.0': {}
 
-  '@typescript-eslint/typescript-estree@8.49.0(typescript@5.9.3)':
+  '@typescript-eslint/typescript-estree@8.50.0(typescript@5.9.3)':
     dependencies:
-      '@typescript-eslint/project-service': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/tsconfig-utils': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/types': 8.49.0
-      '@typescript-eslint/visitor-keys': 8.49.0
+      '@typescript-eslint/project-service': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/tsconfig-utils': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/types': 8.50.0
+      '@typescript-eslint/visitor-keys': 8.50.0
       debug: 4.4.3
       minimatch: 9.0.5
       semver: 7.7.3
@@ -4022,20 +4022,20 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/utils@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)':
+  '@typescript-eslint/utils@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
-      '@eslint-community/eslint-utils': 4.9.0(eslint@9.39.1(jiti@2.6.1))
-      '@typescript-eslint/scope-manager': 8.49.0
-      '@typescript-eslint/types': 8.49.0
-      '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
-      eslint: 9.39.1(jiti@2.6.1)
+      '@eslint-community/eslint-utils': 4.9.0(eslint@9.39.2(jiti@2.6.1))
+      '@typescript-eslint/scope-manager': 8.50.0
+      '@typescript-eslint/types': 8.50.0
+      '@typescript-eslint/typescript-estree': 8.50.0(typescript@5.9.3)
+      eslint: 9.39.2(jiti@2.6.1)
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
 
-  '@typescript-eslint/visitor-keys@8.49.0':
+  '@typescript-eslint/visitor-keys@8.50.0':
     dependencies:
-      '@typescript-eslint/types': 8.49.0
+      '@typescript-eslint/types': 8.50.0
       eslint-visitor-keys: 4.2.1
 
   '@ungap/structured-clone@1.3.0': {}
@@ -4134,7 +4134,7 @@ snapshots:
       call-bind: 1.0.8
       call-bound: 1.0.4
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-object-atoms: 1.1.1
       get-intrinsic: 1.3.0
       is-string: 1.1.1
@@ -4144,7 +4144,7 @@ snapshots:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-object-atoms: 1.1.1
       es-shim-unscopables: 1.1.0
@@ -4154,7 +4154,7 @@ snapshots:
       call-bind: 1.0.8
       call-bound: 1.0.4
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-object-atoms: 1.1.1
       es-shim-unscopables: 1.1.0
@@ -4163,21 +4163,21 @@ snapshots:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-shim-unscopables: 1.1.0
 
   array.prototype.flatmap@1.3.3:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-shim-unscopables: 1.1.0
 
   array.prototype.tosorted@1.1.4:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-shim-unscopables: 1.1.0
 
@@ -4186,7 +4186,7 @@ snapshots:
       array-buffer-byte-length: 1.0.2
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       get-intrinsic: 1.3.0
       is-array-buffer: 3.0.5
@@ -4221,7 +4221,7 @@ snapshots:
 
   balanced-match@1.0.2: {}
 
-  baseline-browser-mapping@2.9.6: {}
+  baseline-browser-mapping@2.9.11: {}
 
   brace-expansion@1.1.12:
     dependencies:
@@ -4238,11 +4238,11 @@ snapshots:
 
   browserslist@4.28.1:
     dependencies:
-      baseline-browser-mapping: 2.9.6
-      caniuse-lite: 1.0.30001760
+      baseline-browser-mapping: 2.9.11
+      caniuse-lite: 1.0.30001761
       electron-to-chromium: 1.5.267
       node-releases: 2.0.27
-      update-browserslist-db: 1.2.2(browserslist@4.28.1)
+      update-browserslist-db: 1.2.3(browserslist@4.28.1)
 
   call-bind-apply-helpers@1.0.2:
     dependencies:
@@ -4263,7 +4263,7 @@ snapshots:
 
   callsites@3.1.0: {}
 
-  caniuse-lite@1.0.30001760: {}
+  caniuse-lite@1.0.30001761: {}
 
   ccount@2.0.1: {}
 
@@ -4437,7 +4437,7 @@ snapshots:
 
   entities@6.0.1: {}
 
-  es-abstract@1.24.0:
+  es-abstract@1.24.1:
     dependencies:
       array-buffer-byte-length: 1.0.2
       arraybuffer.prototype.slice: 1.0.4
@@ -4498,12 +4498,12 @@ snapshots:
 
   es-errors@1.3.0: {}
 
-  es-iterator-helpers@1.2.1:
+  es-iterator-helpers@1.2.2:
     dependencies:
       call-bind: 1.0.8
       call-bound: 1.0.4
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-set-tostringtag: 2.1.0
       function-bind: 1.1.2
@@ -4538,7 +4538,7 @@ snapshots:
       is-date-object: 1.1.0
       is-symbol: 1.1.1
 
-  es-toolkit@1.42.0: {}
+  es-toolkit@1.43.0: {}
 
   escalade@3.2.0: {}
 
@@ -4546,18 +4546,18 @@ snapshots:
 
   escape-string-regexp@5.0.0: {}
 
-  eslint-config-next@16.0.3(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3):
+  eslint-config-next@16.0.3(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3):
     dependencies:
       '@next/eslint-plugin-next': 16.0.3
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.1(jiti@2.6.1))
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.1(jiti@2.6.1))
-      eslint-plugin-jsx-a11y: 6.10.2(eslint@9.39.1(jiti@2.6.1))
-      eslint-plugin-react: 7.37.5(eslint@9.39.1(jiti@2.6.1))
-      eslint-plugin-react-hooks: 7.0.1(eslint@9.39.1(jiti@2.6.1))
+      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-jsx-a11y: 6.10.2(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-react: 7.37.5(eslint@9.39.2(jiti@2.6.1))
+      eslint-plugin-react-hooks: 7.0.1(eslint@9.39.2(jiti@2.6.1))
       globals: 16.4.0
-      typescript-eslint: 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
+      typescript-eslint: 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
     optionalDependencies:
       typescript: 5.9.3
     transitivePeerDependencies:
@@ -4574,33 +4574,33 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.1(jiti@2.6.1)):
+  eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       '@nolyfill/is-core-module': 1.0.39
       debug: 4.4.3
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       get-tsconfig: 4.13.0
       is-bun-module: 2.0.0
       stable-hash: 0.0.5
       tinyglobby: 0.2.15
       unrs-resolver: 1.11.1
     optionalDependencies:
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.1(jiti@2.6.1))
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
-  eslint-module-utils@2.12.1(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.1(jiti@2.6.1)):
+  eslint-module-utils@2.12.1(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       debug: 3.2.7
     optionalDependencies:
-      '@typescript-eslint/parser': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      eslint: 9.39.1(jiti@2.6.1)
+      '@typescript-eslint/parser': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      eslint: 9.39.2(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.1(jiti@2.6.1))
+      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.39.2(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
-  eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.1(jiti@2.6.1)):
+  eslint-plugin-import@2.32.0(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       '@rtsao/scc': 1.1.0
       array-includes: 3.1.9
@@ -4609,9 +4609,9 @@ snapshots:
       array.prototype.flatmap: 1.3.3
       debug: 3.2.7
       doctrine: 2.1.0
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
-      eslint-module-utils: 2.12.1(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.1(jiti@2.6.1))
+      eslint-module-utils: 2.12.1(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.10.1)(eslint@9.39.2(jiti@2.6.1))
       hasown: 2.0.2
       is-core-module: 2.16.1
       is-glob: 4.0.3
@@ -4623,13 +4623,13 @@ snapshots:
       string.prototype.trimend: 1.0.9
       tsconfig-paths: 3.15.0
     optionalDependencies:
-      '@typescript-eslint/parser': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/parser': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
     transitivePeerDependencies:
       - eslint-import-resolver-typescript
       - eslint-import-resolver-webpack
       - supports-color
 
-  eslint-plugin-jsx-a11y@6.10.2(eslint@9.39.1(jiti@2.6.1)):
+  eslint-plugin-jsx-a11y@6.10.2(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       aria-query: 5.3.2
       array-includes: 3.1.9
@@ -4639,7 +4639,7 @@ snapshots:
       axobject-query: 4.1.0
       damerau-levenshtein: 1.0.8
       emoji-regex: 9.2.2
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       hasown: 2.0.2
       jsx-ast-utils: 3.3.5
       language-tags: 1.0.9
@@ -4648,26 +4648,26 @@ snapshots:
       safe-regex-test: 1.1.0
       string.prototype.includes: 2.0.1
 
-  eslint-plugin-react-hooks@7.0.1(eslint@9.39.1(jiti@2.6.1)):
+  eslint-plugin-react-hooks@7.0.1(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       '@babel/core': 7.28.5
       '@babel/parser': 7.28.5
-      eslint: 9.39.1(jiti@2.6.1)
+      eslint: 9.39.2(jiti@2.6.1)
       hermes-parser: 0.25.1
       zod: 3.25.76
       zod-validation-error: 4.0.2(zod@3.25.76)
     transitivePeerDependencies:
       - supports-color
 
-  eslint-plugin-react@7.37.5(eslint@9.39.1(jiti@2.6.1)):
+  eslint-plugin-react@7.37.5(eslint@9.39.2(jiti@2.6.1)):
     dependencies:
       array-includes: 3.1.9
       array.prototype.findlast: 1.2.5
       array.prototype.flatmap: 1.3.3
       array.prototype.tosorted: 1.1.4
       doctrine: 2.1.0
-      es-iterator-helpers: 1.2.1
-      eslint: 9.39.1(jiti@2.6.1)
+      es-iterator-helpers: 1.2.2
+      eslint: 9.39.2(jiti@2.6.1)
       estraverse: 5.3.0
       hasown: 2.0.2
       jsx-ast-utils: 3.3.5
@@ -4690,15 +4690,15 @@ snapshots:
 
   eslint-visitor-keys@4.2.1: {}
 
-  eslint@9.39.1(jiti@2.6.1):
+  eslint@9.39.2(jiti@2.6.1):
     dependencies:
-      '@eslint-community/eslint-utils': 4.9.0(eslint@9.39.1(jiti@2.6.1))
+      '@eslint-community/eslint-utils': 4.9.0(eslint@9.39.2(jiti@2.6.1))
       '@eslint-community/regexpp': 4.12.2
       '@eslint/config-array': 0.21.1
       '@eslint/config-helpers': 0.4.2
       '@eslint/core': 0.17.0
       '@eslint/eslintrc': 3.3.3
-      '@eslint/js': 9.39.1
+      '@eslint/js': 9.39.2
       '@eslint/plugin-kit': 0.4.1
       '@humanfs/node': 0.16.7
       '@humanwhocodes/module-importer': 1.0.1
@@ -5652,7 +5652,7 @@ snapshots:
     dependencies:
       '@next/env': 16.0.10
       '@swc/helpers': 0.5.15
-      caniuse-lite: 1.0.30001760
+      caniuse-lite: 1.0.30001761
       postcss: 8.4.31
       react: 19.2.0
       react-dom: 19.2.0(react@19.2.0)
@@ -5700,14 +5700,14 @@ snapshots:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-object-atoms: 1.1.1
 
   object.groupby@1.0.3:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
 
   object.values@1.2.1:
     dependencies:
@@ -5799,7 +5799,7 @@ snapshots:
 
   queue-microtask@1.2.3: {}
 
-  react-day-picker@9.12.0(react@19.2.0):
+  react-day-picker@9.13.0(react@19.2.0):
     dependencies:
       '@date-fns/tz': 1.4.1
       date-fns: 4.1.0
@@ -5873,12 +5873,12 @@ snapshots:
 
   react@19.2.0: {}
 
-  recharts@3.5.1(@types/react@19.2.7)(react-dom@19.2.0(react@19.2.0))(react-is@16.13.1)(react@19.2.0)(redux@5.0.1):
+  recharts@3.6.0(@types/react@19.2.7)(react-dom@19.2.0(react@19.2.0))(react-is@16.13.1)(react@19.2.0)(redux@5.0.1):
     dependencies:
-      '@reduxjs/toolkit': 2.11.1(react-redux@9.2.0(@types/react@19.2.7)(react@19.2.0)(redux@5.0.1))(react@19.2.0)
+      '@reduxjs/toolkit': 2.11.2(react-redux@9.2.0(@types/react@19.2.7)(react@19.2.0)(redux@5.0.1))(react@19.2.0)
       clsx: 2.1.1
       decimal.js-light: 2.5.1
-      es-toolkit: 1.42.0
+      es-toolkit: 1.43.0
       eventemitter3: 5.0.1
       immer: 10.2.0
       react: 19.2.0
@@ -5903,7 +5903,7 @@ snapshots:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-object-atoms: 1.1.1
       get-intrinsic: 1.3.0
@@ -6111,14 +6111,14 @@ snapshots:
     dependencies:
       call-bind: 1.0.8
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
 
   string.prototype.matchall@4.0.12:
     dependencies:
       call-bind: 1.0.8
       call-bound: 1.0.4
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-errors: 1.3.0
       es-object-atoms: 1.1.1
       get-intrinsic: 1.3.0
@@ -6132,7 +6132,7 @@ snapshots:
   string.prototype.repeat@1.0.0:
     dependencies:
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
 
   string.prototype.trim@1.2.10:
     dependencies:
@@ -6140,7 +6140,7 @@ snapshots:
       call-bound: 1.0.4
       define-data-property: 1.1.4
       define-properties: 1.2.1
-      es-abstract: 1.24.0
+      es-abstract: 1.24.1
       es-object-atoms: 1.1.1
       has-property-descriptors: 1.0.2
 
@@ -6260,13 +6260,13 @@ snapshots:
       possible-typed-array-names: 1.1.0
       reflect.getprototypeof: 1.0.10
 
-  typescript-eslint@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3):
+  typescript-eslint@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3):
     dependencies:
-      '@typescript-eslint/eslint-plugin': 8.49.0(@typescript-eslint/parser@8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      '@typescript-eslint/parser': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
-      '@typescript-eslint/utils': 8.49.0(eslint@9.39.1(jiti@2.6.1))(typescript@5.9.3)
-      eslint: 9.39.1(jiti@2.6.1)
+      '@typescript-eslint/eslint-plugin': 8.50.0(@typescript-eslint/parser@8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/parser': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      '@typescript-eslint/typescript-estree': 8.50.0(typescript@5.9.3)
+      '@typescript-eslint/utils': 8.50.0(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+      eslint: 9.39.2(jiti@2.6.1)
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
@@ -6339,7 +6339,7 @@ snapshots:
       '@unrs/resolver-binding-win32-ia32-msvc': 1.11.1
       '@unrs/resolver-binding-win32-x64-msvc': 1.11.1
 
-  update-browserslist-db@1.2.2(browserslist@4.28.1):
+  update-browserslist-db@1.2.3(browserslist@4.28.1):
     dependencies:
       browserslist: 4.28.1
       escalade: 3.2.0
diff --git a/requirements.txt b/requirements.txt
index c66954d7..47556644 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -10,6 +10,7 @@ stockstats
 eodhd
 langgraph
 chromadb
+sentence-transformers
 setuptools
 backtrader
 akshare
diff --git a/tradingagents/agents/utils/memory.py b/tradingagents/agents/utils/memory.py
index d708e293..6ee38eb1 100644
--- a/tradingagents/agents/utils/memory.py
+++ b/tradingagents/agents/utils/memory.py
@@ -1,12 +1,59 @@
 import os
 import chromadb
 from chromadb.config import Settings
-from openai import OpenAI
 
 
 class FinancialSituationMemory:
     def __init__(self, name, config):
-        self.embedding = "text-embedding-3-small"
+        """
+        Initialize the memory with configurable embedding provider.
+        
+        Config options:
+            embedding_provider: "local" (default) or "openai"
+            embedding_model: Model name for the embedding provider
+                - For local: "all-MiniLM-L6-v2" (default), "all-mpnet-base-v2", etc.
+                - For OpenAI: "text-embedding-3-small" (default), "text-embedding-3-large", etc.
+            embedding_base_url: Base URL for OpenAI-compatible API (only used when provider is "openai")
+            embedding_api_key: API key for OpenAI (only used when provider is "openai")
+        """
+        self.provider = config.get("embedding_provider", "local").lower()
+        
+        if self.provider == "local":
+            self._init_local_embedding(config)
+        elif self.provider == "openai":
+            self._init_openai_embedding(config)
+        else:
+            raise ValueError(f"Unsupported embedding provider: {self.provider}. Use 'local' or 'openai'.")
+        
+        self.chroma_client = chromadb.Client(Settings(allow_reset=True))
+        self.situation_collection = self.chroma_client.get_or_create_collection(name=name)
+
+    def _init_local_embedding(self, config):
+        """Initialize local embedding using sentence-transformers."""
+        try:
+            from sentence_transformers import SentenceTransformer
+        except ImportError:
+            raise ImportError(
+                "sentence-transformers is required for local embeddings. "
+                "Install it with: pip install sentence-transformers"
+            )
+        
+        # Default to all-MiniLM-L6-v2 - a lightweight and efficient model
+        model_name = config.get("embedding_model", "all-MiniLM-L6-v2")
+        
+        import logging
+        logging.info(f"Loading local embedding model: {model_name}")
+        
+        self.model = SentenceTransformer(model_name)
+        self.embedding_dim = self.model.get_sentence_embedding_dimension()
+        
+        logging.info(f"Local embedding model loaded. Dimension: {self.embedding_dim}")
+
+    def _init_openai_embedding(self, config):
+        """Initialize OpenAI embedding client."""
+        from openai import OpenAI
+        
+        self.embedding_model = config.get("embedding_model", "text-embedding-3-small")
         
         # Get embedding configuration from config, with fallbacks
         embedding_base_url = config.get("embedding_base_url", "https://api.openai.com/v1")
@@ -23,23 +70,37 @@ class FinancialSituationMemory:
                     import logging
                     logging.warning("Using LLM API key for embeddings. Consider setting embedding_api_key or OPENAI_API_KEY.")
         
+        if not embedding_api_key:
+            raise ValueError(
+                "OpenAI API key is required for OpenAI embeddings. "
+                "Set 'embedding_api_key' in config or OPENAI_API_KEY environment variable, "
+                "or use 'embedding_provider': 'local' for local embeddings without API key."
+            )
+        
         # Use configured endpoint for embeddings
         self.client = OpenAI(base_url=embedding_base_url, api_key=embedding_api_key)
-        self.chroma_client = chromadb.Client(Settings(allow_reset=True))
-        self.situation_collection = self.chroma_client.get_or_create_collection(name=name)
 
     def get_embedding(self, text):
-        """Get OpenAI embedding for a text"""
+        """Get embedding for a text using the configured provider."""
         # Truncate text to avoid exceeding embedding model's token limit
-        # text-embedding-3-small has 8192 token limit
-        # For mixed Chinese/English text, estimate ~1.5-2 tokens per character
-        # Target: ~4000 characters to stay well under 8192 tokens
         max_chars = 4000
         if len(text) > max_chars:
             text = text[:max_chars]
         
+        if self.provider == "local":
+            return self._get_local_embedding(text)
+        else:
+            return self._get_openai_embedding(text)
+
+    def _get_local_embedding(self, text):
+        """Get embedding using local sentence-transformers model."""
+        embedding = self.model.encode(text, normalize_embeddings=True)
+        return embedding.tolist()
+
+    def _get_openai_embedding(self, text):
+        """Get embedding using OpenAI API."""
         response = self.client.embeddings.create(
-            model=self.embedding, input=text
+            model=self.embedding_model, input=text
         )
         return response.data[0].embedding
 
@@ -67,7 +128,7 @@ class FinancialSituationMemory:
         )
 
     def get_memories(self, current_situation, n_matches=1):
-        """Find matching recommendations using OpenAI embeddings"""
+        """Find matching recommendations using embeddings"""
         query_embedding = self.get_embedding(current_situation)
 
         results = self.situation_collection.query(
@@ -90,8 +151,13 @@ class FinancialSituationMemory:
 
 
 if __name__ == "__main__":
-    # Example usage
-    matcher = FinancialSituationMemory()
+    # Example usage with local embedding (no API key required!)
+    config = {
+        "embedding_provider": "local",  # Use local model, no API key needed
+        "embedding_model": "all-MiniLM-L6-v2",  # Lightweight and efficient
+    }
+    
+    matcher = FinancialSituationMemory("test_memory", config)
 
     # Example data
     example_data = [
@@ -114,7 +180,9 @@ if __name__ == "__main__":
     ]
 
     # Add the example situations and recommendations
+    print("Adding example situations...")
     matcher.add_situations(example_data)
+    print("Done!")
 
     # Example query
     current_situation = """
@@ -123,6 +191,7 @@ if __name__ == "__main__":
     """
 
     try:
+        print("\nSearching for recommendations...")
         recommendations = matcher.get_memories(current_situation, n_matches=2)
 
         for i, rec in enumerate(recommendations, 1):
@@ -132,4 +201,4 @@ if __name__ == "__main__":
             print(f"Recommendation: {rec['recommendation']}")
 
     except Exception as e:
-        print(f"Error during recommendation: {str(e)}")
\ No newline at end of file
+        print(f"Error during recommendation: {str(e)}")