diff --git a/Directory.Build.props b/Directory.Build.props
index b817536..8a706b5 100644
--- a/Directory.Build.props
+++ b/Directory.Build.props
@@ -1,7 +1,7 @@
 <Project>
     <PropertyGroup>
-        <Version>0.1.2</Version>
-        <AssemblyVersion>0.1.2</AssemblyVersion>
+        <Version>0.1.3</Version>
+        <AssemblyVersion>0.1.3</AssemblyVersion>
         <Authors>AIDotNet</Authors>
         <Company>AIDotNet</Company>
         <PackageId>$(AssemblyName)</PackageId>
diff --git a/mem0.NET.sln.DotSettings.user b/mem0.NET.sln.DotSettings.user
index 1b1d9e2..52a5f35 100644
--- a/mem0.NET.sln.DotSettings.user
+++ b/mem0.NET.sln.DotSettings.user
@@ -1,4 +1,7 @@
 <wpf:ResourceDictionary xml:space="preserve" xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml" xmlns:s="clr-namespace:System;assembly=mscorlib" xmlns:ss="urn:shemas-jetbrains-com:settings-storage-xaml" xmlns:wpf="http://schemas.microsoft.com/winfx/2006/xaml/presentation">
 	<s:String x:Key="/Default/Environment/AssemblyExplorer/XmlDocument/@EntryValue">&lt;AssemblyExplorer&gt;&#xD;
   &lt;Assembly Path="C:\Users\23957\.nuget\packages\qdrant.client\1.10.0\lib\net6.0\Qdrant.Client.dll" /&gt;&#xD;
-&lt;/AssemblyExplorer&gt;</s:String></wpf:ResourceDictionary>
\ No newline at end of file
+&lt;/AssemblyExplorer&gt;</s:String>
+	<s:String x:Key="/Default/Environment/UnitTesting/UnitTestSessionStore/Sessions/=a085a8f0_002D382e_002D4664_002Db2b6_002D52d7b0a5573e/@EntryIndexedValue">&lt;SessionState ContinuousTestingMode="0" IsActive="True" Name="解决方案中的所有测试" xmlns="urn:schemas-jetbrains-com:jetbrains-ut-session"&gt;&#xD;
+  &lt;Solution /&gt;&#xD;
+&lt;/SessionState&gt;</s:String></wpf:ResourceDictionary>
\ No newline at end of file
diff --git a/src/mem0.Core/VectorStores/IVectorStoreService.cs b/src/mem0.Core/VectorStores/IVectorStoreService.cs
index bab9eb7..f970da6 100644
--- a/src/mem0.Core/VectorStores/IVectorStoreService.cs
+++ b/src/mem0.Core/VectorStores/IVectorStoreService.cs
@@ -6,21 +6,81 @@ public interface IVectorStoreService
 {
     public Task CreateCol(string name, ulong vectorSize, Distance distance = Distance.Cosine);
 
+    /// <summary>
+    /// Insert vectors
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="vectors"></param>
+    /// <param name="payloads"></param>
+    /// <param name="ids"></param>
+    /// <returns></returns>
     public Task Insert(string name, List<List<float>> vectors, List<Dictionary<string, object>> payloads = null,
         List<object> ids = null);
 
+    /// <summary>
+    /// Search for vectors
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="query"></param>
+    /// <param name="limit"></param>
+    /// <param name="filters"></param>
+    /// <returns></returns>
     public Task<List<SearchHit>> Search(string name, float[] query, ulong limit = 5UL,
         Dictionary<string, object> filters = null);
 
+    /// <summary>
+    /// Delete vector
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="vectorId"></param>
+    /// <returns></returns>
     public Task Delete(string name, object vectorId);
 
+    /// <summary>
+    /// Update vector
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="vectorId"></param>
+    /// <param name="vector"></param>
+    /// <param name="payload"></param>
+    /// <returns></returns>
     public Task Update(string name, object vectorId, List<float> vector = null,
         Dictionary<string, object> payload = null);
 
+    /// <summary>
+    /// Get vector
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="vectorId"></param>
+    /// <returns></returns>
     public Task<VectorData> Get(string name, object vectorId);
+    
+    /// <summary>
+    /// List collections
+    /// </summary>
+    /// <returns></returns>
     public Task<IReadOnlyList<string>> ListCols();
+    
+    /// <summary>
+    /// Delete collection
+    /// </summary>
+    /// <param name="name"></param>
+    /// <returns></returns>
     public Task DeleteCol(string name);
+    
+    /// <summary>
+    /// Get collection info
+    /// </summary>
+    /// <param name="name"></param>
+    /// <returns></returns>
     public Task<VectorInfo> ColInfo(string name);
 
+    /// <summary>
+    /// List vectors in a collection
+    /// </summary>
+    /// <param name="name"></param>
+    /// <param name="filters"></param>
+    /// <param name="limit"></param>
+    /// <returns></returns>
     public Task<List<VectorData>> List(string name, Dictionary<string, object> filters = null, uint limit = 100U);
 }
\ No newline at end of file
diff --git a/src/mem0.NET.Qdrant/Services/QdrantVectorStoresService.cs b/src/mem0.NET.Qdrant/Services/QdrantVectorStoresService.cs
index c23e646..f6cc2ea 100644
--- a/src/mem0.NET.Qdrant/Services/QdrantVectorStoresService.cs
+++ b/src/mem0.NET.Qdrant/Services/QdrantVectorStoresService.cs
@@ -7,7 +7,6 @@
 using Distance = Qdrant.Client.Grpc.Distance;
 using MDistance = mem0.Core.Distance;
 using OptimizerStatus = mem0.Core.Model.OptimizerStatus;
-using Range = Qdrant.Client.Grpc.Range;
 
 namespace mem0.NET.Qdrabt.Services;
 
diff --git a/src/mem0.NET.Service/Services/MemoryService.cs b/src/mem0.NET.Service/Services/MemoryService.cs
index 8bdcd06..425ccda 100644
--- a/src/mem0.NET.Service/Services/MemoryService.cs
+++ b/src/mem0.NET.Service/Services/MemoryService.cs
@@ -22,56 +22,46 @@ public static WebApplication MapMemoryService(this WebApplication app)
 
         memoryService.MapPost("/memory", async (MemoryService memoryService,
             CreateMemoryInput input,
-            ITextEmbeddingGenerationService textEmbeddingGenerationService,
-            IChatCompletionService chatCompletionService,
-            Kernel kernel,
-            Mem0DotNetOptions mem0DotNetOptions,
-            IVectorStoreService vectorStoreService) =>
+            Mem0DotNetOptions mem0DotNetOptions) =>
         {
-            await memoryService.CreateMemoryAsync(input, textEmbeddingGenerationService, chatCompletionService,
-                mem0DotNetOptions, vectorStoreService, kernel);
+            await memoryService.CreateMemoryAsync(input,
+                mem0DotNetOptions);
         }).WithDescription("创建记忆").WithDisplayName("创建记忆").WithTags("记忆").WithName("CreateMemory");
 
         memoryService.MapPost("memory_tool", async (MemoryService memoryService,
             CreateMemoryToolInput input,
-            ITextEmbeddingGenerationService textEmbeddingGenerationService,
-            Mem0DotNetOptions mem0DotNetOptions,
-            IVectorStoreService vectorStoreService) =>
+            Mem0DotNetOptions mem0DotNetOptions) =>
         {
-            await memoryService.CreateMemoryToolAsync(input, textEmbeddingGenerationService,
-                mem0DotNetOptions, vectorStoreService);
+            await memoryService.CreateMemoryToolAsync(input,
+                mem0DotNetOptions);
         }).WithDescription("创建记忆工具").WithDisplayName("创建记忆工具").WithTags("记忆");
 
-        memoryService.MapGet("history/{memoryId}", async (MemoryService memoryService, string memoryId,
-                IHistoryService historyService) => await memoryService.GetHistory(memoryId, historyService))
+        memoryService.MapGet("history/{memoryId}",
+                async (MemoryService memoryService, string memoryId) => await memoryService.GetHistory(memoryId))
             .WithDescription("获取历史").WithDisplayName("获取历史").WithTags("记忆");
 
         memoryService.MapGet("memory/{memoryId}", async (MemoryService memoryService, string memoryId,
-                    Mem0DotNetOptions options,
-                    IVectorStoreService vectorStoreService) =>
-                await memoryService.GetMemory(memoryId, vectorStoreService, options))
+                    Mem0DotNetOptions options) =>
+                await memoryService.GetMemory(memoryId, options))
             .WithDescription("获取记忆")
             .WithDisplayName("获取记忆")
             .WithTags("记忆");
 
         memoryService.MapGet("memory", async (MemoryService memoryService,
-                    IVectorStoreService vectorStoreService,
                     Mem0DotNetOptions options,
                     string? userId,
                     string? agentId, string? runId, uint limit) =>
-                await memoryService.GetMemoryAll(vectorStoreService, options, userId, agentId, runId, limit))
+                await memoryService.GetMemoryAll(options, userId, agentId, runId, limit))
             .WithDescription("获取所有记忆")
             .WithDisplayName("获取所有记忆")
             .WithTags("记忆");
 
         memoryService.MapGet("search", async (MemoryService memoryService,
-                    IVectorStoreService vectorStoreService,
-                    ITextEmbeddingGenerationService textEmbeddingGenerationService,
                     Mem0DotNetOptions options,
                     string query,
                     string? userId,
                     string? agentId, string? runId, uint limit) =>
-                await memoryService.SearchMemory(vectorStoreService, textEmbeddingGenerationService, options, query,
+                await memoryService.SearchMemory(options, query,
                     userId,
                     agentId, runId, limit))
             .WithDescription("搜索记忆")
@@ -91,9 +81,9 @@ await memoryService.SearchMemory(vectorStoreService, textEmbeddingGenerationServ
             .WithTags("记忆");
 
         memoryService.MapDelete("memory", async (MemoryService memoryService, string? userId,
-                    string? agentId, string? runId, IVectorStoreService vectorStoreService,
+                    string? agentId, string? runId,
                     Mem0DotNetOptions options, MemoryTool memoryTool) =>
-                await memoryService.DeleteAll(userId, agentId, runId, vectorStoreService, options, memoryTool))
+                await memoryService.DeleteAll(userId, agentId, runId, options, memoryTool))
             .WithDescription("删除所有记忆")
             .WithDisplayName("删除所有记忆")
             .WithTags("记忆");
@@ -104,7 +94,7 @@ await memoryService.Reset(vectorStoreService, mem0DotNetOptions, historyService)
             .WithDescription("重置记忆")
             .WithDisplayName("重置记忆")
             .WithTags("记忆");
-        
+
         return app;
     }
 }
\ No newline at end of file
diff --git a/src/mem0.NET/Services/MemoryService.cs b/src/mem0.NET/Services/MemoryService.cs
index c09c71a..6eb34ac 100644
--- a/src/mem0.NET/Services/MemoryService.cs
+++ b/src/mem0.NET/Services/MemoryService.cs
@@ -10,11 +10,21 @@
 using Microsoft.SemanticKernel.Connectors.OpenAI;
 using Microsoft.SemanticKernel.Embeddings;
 
+#pragma warning disable SKEXP0050
+
 #pragma warning disable SKEXP0001
 
 namespace mem0.NET.Services;
 
-public class MemoryService
+/// <summary>
+/// Memory service.
+/// </summary>
+public class MemoryService(
+    IVectorStoreService vectorStoreService,
+    Kernel kernel,
+    ITextEmbeddingGenerationService textEmbeddingGenerationService,
+    IChatCompletionService chatCompletionService,
+    IHistoryService historyService)
 {
     private const string MemoryDeductionPrompt = """
                                                  Deduce the facts, preferences, and memories from the provided text.
@@ -49,11 +59,13 @@ public class MemoryService
                                               """;
 
 
+    /// <summary>
+    /// 创建记忆
+    /// </summary>
+    /// <param name="input"></param>
+    /// <param name="mem0DotNetOptions"></param>
     public async Task CreateMemoryAsync(CreateMemoryInput input,
-        ITextEmbeddingGenerationService textEmbeddingGenerationService,
-        IChatCompletionService chatCompletionService,
-        Mem0DotNetOptions mem0DotNetOptions,
-        IVectorStoreService vectorStoreService, Kernel kernel)
+        Mem0DotNetOptions mem0DotNetOptions)
     {
         var embeddings = await textEmbeddingGenerationService.GenerateEmbeddingAsync(input.Data);
 
@@ -117,7 +129,6 @@ await vectorStoreService.Search(mem0DotNetOptions.CollectionName, embeddings.ToA
                 ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions,
             }, kernel);
 
-        Console.WriteLine(content.Content);
     }
 
     private List<ChatMessageContent> get_update_memory_messages(object serializedExistingMemories,
@@ -136,9 +147,13 @@ private List<ChatMessageContent> get_update_memory_messages(object serializedExi
         };
     }
 
+    /// <summary>
+    /// 创建记忆工具
+    /// </summary>
+    /// <param name="input"></param>
+    /// <param name="mem0DotNetOptions"></param>
     public async Task CreateMemoryToolAsync(CreateMemoryToolInput input,
-        ITextEmbeddingGenerationService textEmbeddingGenerationService,
-        Mem0DotNetOptions mem0DotNetOptions, IVectorStoreService vectorStoreService)
+        Mem0DotNetOptions mem0DotNetOptions)
     {
         var embeddings = await textEmbeddingGenerationService.GenerateEmbeddingAsync(input.Data);
 
@@ -151,7 +166,13 @@ await vectorStoreService.Insert(mem0DotNetOptions.CollectionName, [[..embeddings
             [memoryId]);
     }
 
-    public async Task<VectorData> GetMemory(string memoryId, IVectorStoreService vectorStoreService,
+    /// <summary>
+    /// 获取缓存
+    /// </summary>
+    /// <param name="memoryId"></param>
+    /// <param name="options"></param>
+    /// <returns></returns>
+    public async Task<VectorData> GetMemory(string memoryId,
         Mem0DotNetOptions options)
     {
         var memory = await vectorStoreService.Get(options.CollectionName, memoryId);
@@ -164,7 +185,16 @@ public async Task<VectorData> GetMemory(string memoryId, IVectorStoreService vec
         return memory;
     }
 
-    public async Task<List<VectorData>> GetMemoryAll(IVectorStoreService vectorStoreService, Mem0DotNetOptions options,
+    /// <summary>
+    /// 获取所有记忆
+    /// </summary>
+    /// <param name="options"></param>
+    /// <param name="userId"></param>
+    /// <param name="agentId"></param>
+    /// <param name="runId"></param>
+    /// <param name="limit"></param>
+    /// <returns></returns>
+    public async Task<List<VectorData>> GetMemoryAll(Mem0DotNetOptions options,
         string? userId,
         string? agentId, string? runId, uint limit = 100)
     {
@@ -189,8 +219,17 @@ public async Task<List<VectorData>> GetMemoryAll(IVectorStoreService vectorStore
         return memories;
     }
 
-    public async Task<List<VectorData>> SearchMemory(IVectorStoreService vectorStoreService,
-        ITextEmbeddingGenerationService textEmbeddingGenerationService, Mem0DotNetOptions options,
+    /// <summary>
+    /// 搜索记忆
+    /// </summary>
+    /// <param name="options"></param>
+    /// <param name="query"></param>
+    /// <param name="userId"></param>
+    /// <param name="agentId"></param>
+    /// <param name="runId"></param>
+    /// <param name="limit"></param>
+    /// <returns></returns>
+    public async Task<List<VectorData>> SearchMemory(Mem0DotNetOptions options,
         string query, string? userId,
         string? agentId, string? runId, uint limit = 100)
     {
@@ -222,17 +261,36 @@ public async Task<List<VectorData>> SearchMemory(IVectorStoreService vectorStore
         }).ToList();
     }
 
+    /// <summary>
+    /// 更新记忆
+    /// </summary>
+    /// <param name="input"></param>
+    /// <param name="memoryTool"></param>
     public async Task Update(UpdateMemoryInput input, MemoryTool memoryTool)
     {
         await memoryTool.UpdateMemory(input.MemoryId, input.Data);
     }
 
+    /// <summary>
+    /// 删除指定记忆
+    /// </summary>
+    /// <param name="memoryId"></param>
+    /// <param name="memoryTool"></param>
     public async Task Delete(string memoryId, MemoryTool memoryTool)
     {
         await memoryTool.DeleteMemory(memoryId);
     }
 
-    public async Task DeleteAll(string? userId, string? agentId, string? runId, IVectorStoreService vectorStoreService,
+    /// <summary>
+    /// 删除所有记忆
+    /// </summary>
+    /// <param name="userId"></param>
+    /// <param name="agentId"></param>
+    /// <param name="runId"></param>
+    /// <param name="options"></param>
+    /// <param name="memoryTool"></param>
+    /// <exception cref="Exception"></exception>
+    public async Task DeleteAll(string? userId, string? agentId, string? runId,
         Mem0DotNetOptions options, MemoryTool memoryTool)
     {
         var filters = new Dictionary<string, object>();
@@ -265,13 +323,24 @@ public async Task DeleteAll(string? userId, string? agentId, string? runId, IVec
         }
     }
 
-    public async Task<List<History>> GetHistory(string memoryId, IHistoryService historyService)
+    /// <summary>
+    /// 获取历史
+    /// </summary>
+    /// <param name="memoryId"></param>
+    /// <returns></returns>
+    public async Task<List<History>> GetHistory(string memoryId)
     {
         var histories = await historyService.GetHistories(memoryId);
 
         return histories;
     }
 
+    /// <summary>
+    /// 重置记忆
+    /// </summary>
+    /// <param name="vectorStoreService"></param>
+    /// <param name="mem0DotNetOptions"></param>
+    /// <param name="historyService"></param>
     public async Task Reset(IVectorStoreService vectorStoreService, Mem0DotNetOptions mem0DotNetOptions,
         IHistoryService historyService)
     {