From f8bbb91b7db71f156f05190ec0474cb0f1f087c2 Mon Sep 17 00:00:00 2001
From: meelstorm <8780022+TesAnti@users.noreply.github.com>
Date: Thu, 18 Jan 2024 19:48:06 +0100
Subject: [PATCH 1/3] fixed error in Retreival chain

---
 src/libs/LangChain.Core/Chains/Chain.cs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/libs/LangChain.Core/Chains/Chain.cs b/src/libs/LangChain.Core/Chains/Chain.cs
index bc7a2b23..6f6caee3 100644
--- a/src/libs/LangChain.Core/Chains/Chain.cs
+++ b/src/libs/LangChain.Core/Chains/Chain.cs
@@ -95,7 +95,7 @@ public static RetrieveDocumentsChain RetrieveDocuments(
         VectorStoreIndexWrapper index,
         int amount = 4,
         string inputKey = "text",
-        string outputKey = "text")
+        string outputKey = "docs")
     {
         return new RetrieveDocumentsChain(index, inputKey, outputKey, amount);
     }

From 1b0584aa9ab882ec36636ef3640f8d444f4b47a9 Mon Sep 17 00:00:00 2001
From: meelstorm <8780022+TesAnti@users.noreply.github.com>
Date: Thu, 18 Jan 2024 19:49:03 +0100
Subject: [PATCH 2/3] set ollama instruction model url to default value

---
 .../OllamaLanguageModelInstruction.cs                         | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/libs/Providers/LangChain.Providers.Ollama/OllamaLanguageModelInstruction.cs b/src/libs/Providers/LangChain.Providers.Ollama/OllamaLanguageModelInstruction.cs
index 738491b2..0c4fbbbd 100644
--- a/src/libs/Providers/LangChain.Providers.Ollama/OllamaLanguageModelInstruction.cs
+++ b/src/libs/Providers/LangChain.Providers.Ollama/OllamaLanguageModelInstruction.cs
@@ -37,12 +37,12 @@ public class OllamaLanguageModelInstruction : IChatModel
     /// <param name="options"></param>
     public OllamaLanguageModelInstruction(
         string modelName,
-        string? url = null,
+        string url = "http://localhost:11434",
         OllamaLanguageModelOptions? options = null)
     {
         _modelName = modelName;
         Options = options ?? new OllamaLanguageModelOptions();
-        _api = new OllamaApiClient(url ?? "http://localhost:11434");
+        _api = new OllamaApiClient(url);
         
     }
     /// <summary>

From 275f9f878d8ce83e7693eacdb6b45eee87aa8f92 Mon Sep 17 00:00:00 2001
From: meelstorm <8780022+TesAnti@users.noreply.github.com>
Date: Wed, 24 Jan 2024 15:19:27 +0100
Subject: [PATCH 3/3] cleaner chat memory

---
 src/libs/LangChain.Core/Chains/Chain.cs       |  9 ++++++-
 .../Chains/StackableChains/LoadMemoryChain.cs | 27 +++++++++++++++++++
 2 files changed, 35 insertions(+), 1 deletion(-)
 create mode 100644 src/libs/LangChain.Core/Chains/StackableChains/LoadMemoryChain.cs

diff --git a/src/libs/LangChain.Core/Chains/Chain.cs b/src/libs/LangChain.Core/Chains/Chain.cs
index 6f6caee3..51532376 100644
--- a/src/libs/LangChain.Core/Chains/Chain.cs
+++ b/src/libs/LangChain.Core/Chains/Chain.cs
@@ -121,13 +121,20 @@ public static StuffDocumentsChain StuffDocuments(
     /// <param name="responseKey"></param>
     /// <returns></returns>
     public static UpdateMemoryChain UpdateMemory(
-        BaseChatMemory memory,
+        ConversationBufferMemory memory,
         string requestKey = "text",
         string responseKey = "text")
     {
         return new UpdateMemoryChain(memory, requestKey, responseKey);
     }
 
+    public static LoadMemoryChain LoadMemory(
+        ConversationBufferMemory memory,
+        string outputKey = "text")
+    {
+        return new LoadMemoryChain(memory, outputKey);
+    }
+
     /// <summary>
     /// 
     /// </summary>
diff --git a/src/libs/LangChain.Core/Chains/StackableChains/LoadMemoryChain.cs b/src/libs/LangChain.Core/Chains/StackableChains/LoadMemoryChain.cs
new file mode 100644
index 00000000..7224b8d8
--- /dev/null
+++ b/src/libs/LangChain.Core/Chains/StackableChains/LoadMemoryChain.cs
@@ -0,0 +1,27 @@
+using LangChain.Abstractions.Schema;
+using LangChain.Chains.HelperChains;
+using LangChain.Memory;
+
+namespace LangChain.Chains.StackableChains;
+
+public class LoadMemoryChain: BaseStackableChain
+{
+    
+    private readonly ConversationBufferMemory _chatMemory;
+    private readonly string _outputKey;
+
+    public LoadMemoryChain(ConversationBufferMemory chatMemory,string outputKey)
+    {
+        
+        _chatMemory = chatMemory;
+        _outputKey = outputKey;
+
+        OutputKeys = new[] {_outputKey};
+    }
+
+    protected override Task<IChainValues> InternalCall(IChainValues values)
+    {
+        values.Value[_outputKey] = _chatMemory.BufferAsString;
+        return Task.FromResult(values);
+    }
+}
\ No newline at end of file