MemoryStore and AzureOpenAILanguageModel implementation

docs/automation.generativeai.agents.agent.md

@@ -128,18 +128,31 @@ Maximum number of steps that can be executed.
 [Agent](./automation.generativeai.agents.agent.md)<br>
 This Agent
 
-### **GetNextActionAsync(List&lt;ChatMessage&gt;)**
+### **WithMemoryStore(IMemoryStore)**
 
-Provides a next agent action based on the given message history.
+Sets the memory store for the agent
 
 ```csharp
-protected abstract Task<AgentAction> GetNextActionAsync(List<ChatMessage> messages)
+public Agent WithMemoryStore(IMemoryStore memory)
 ```
 
 #### Parameters
 
-`messages` [List&lt;ChatMessage&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1)<br>
-History of messages as a list
+`memory` [IMemoryStore](./automation.generativeai.interfaces.imemorystore.md)<br>
+External memory store
+
+#### Returns
+
+[Agent](./automation.generativeai.agents.agent.md)<br>
+This Agent
+
+### **GetNextActionAsync()**
+
+Provides a next agent action based on the given message history.
+
+```csharp
+protected abstract Task<AgentAction> GetNextActionAsync()
+```
 
 #### Returns
 

docs/automation.generativeai.application.md

@@ -79,7 +79,7 @@ internal static TextProviderService GetTextProviderService()
 Application must be initialized before making any request.
 
 ```csharp
-public void Initialize(string llmtype, string model, string apikey, string logFilePath)
+public static void Initialize(string llmtype, string model, string apikey, string logFilePath)
 ```
 
 #### Parameters
@@ -100,6 +100,37 @@ Full path for log files.
 
 [NotImplementedException](https://docs.microsoft.com/en-us/dotnet/api/system.notimplementedexception)<br>
 
+### **InitializeAzureOpenAI(String, String, String, String, String, String, String)**
+
+Initializes AzureOpenAI language model. Application must be initialized before making any request.
+
+```csharp
+public static void InitializeAzureOpenAI(string azureEndpoint, string gptDeployment, string embeddingDeployment, string apiversion, string apiKey, string model, string logFilePath)
+```
+
+#### Parameters
+
+`azureEndpoint` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Endpoint URL for Azure OpenAI service
+
+`gptDeployment` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Deployment Name for GPT model
+
+`embeddingDeployment` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Deployment Name for text embedding model
+
+`apiversion` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+API version
+
+`apiKey` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+ApiKey for the language model
+
+`model` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Model name to be used for chat completion
+
+`logFilePath` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Full path for log file.
+
 ### **SetLogFilePath(String)**
 
 Sets Log file path
@@ -369,6 +400,73 @@ A JSON string with key value pairs as a context holding variable values to execu
 [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
 Output string as a result of the execution if successful, else error message starting with ERROR.
 
+### **ExecuteTool(String, String, String)**
+
+Executes a given tool with the arguments passed and returns the 
+ output as a string. For complex objects it returns JSON string.
+
+```csharp
+public static string ExecuteTool(string sessionName, string toolName, string executionContext)
+```
+
+#### Parameters
+
+`sessionName` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Name of the session to access memory store
+
+`toolName` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Name of the tool to execute
+
+`executionContext` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+A JSON string with key value pairs as a context holding variable values to execute the tool.
+
+#### Returns
+
+[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Output string as a result of the execution if successful, else error message starting with ERROR.
+
+### **RestoreSession(String, String)**
+
+Restores a session with the given session file.
+
+```csharp
+public static string RestoreSession(string sessionName, string sessionFilePath)
+```
+
+#### Parameters
+
+`sessionName` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Name of the session
+
+`sessionFilePath` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Full path of the session file
+
+#### Returns
+
+[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Status of the operation
+
+### **SaveSession(String, String)**
+
+Saves a given session to a file.
+
+```csharp
+public static string SaveSession(string sessionName, string sessionFilePath)
+```
+
+#### Parameters
+
+`sessionName` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Name of the session
+
+`sessionFilePath` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Full path of the session file to save the session.
+
+#### Returns
+
+[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Status of the operation
+
 ### **GetExecutionResult(String)**
 
 Gets the execution result for a given tool. Useful in getting intermediate results.

docs/automation.generativeai.dllfunctiontools.md

@@ -7,7 +7,7 @@ Implements a FunctionToolSet for a .net dll. Using reflection it
  to provide it as toolset.
 
 ```csharp
-public class DLLFunctionTools : Automation.GenerativeAI.Interfaces.IFunctionToolSet, System.Collections.Generic.IEnumerable`1[[Automation.GenerativeAI.Interfaces.IFunctionTool, GenerativeAI, Version=1.1.8661.30687, Culture=neutral, PublicKeyToken=null]], System.Collections.IEnumerable
+public class DLLFunctionTools : Automation.GenerativeAI.Interfaces.IFunctionToolSet, System.Collections.Generic.IEnumerable`1[[Automation.GenerativeAI.Interfaces.IFunctionTool, GenerativeAI, Version=1.2.8734.98, Culture=neutral, PublicKeyToken=null]], System.Collections.IEnumerable
 ```
 
 Inheritance [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object) → [DLLFunctionTools](./automation.generativeai.dllfunctiontools.md)<br>

docs/automation.generativeai.interfaces.chatmessage.md

@@ -17,7 +17,7 @@ Inheritance [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object)
 Role of the messenger
 
 ```csharp
-public string role { get; private set; }
+public string role { get; set; }
 ```
 
 #### Property Value

docs/automation.generativeai.interfaces.executioncontext.md

@@ -12,6 +12,18 @@ Inheritance [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object)
 
 ## Properties
 
+### **MemoryStore**
+
+Gets the memory store for the context
+
+```csharp
+public IMemoryStore MemoryStore { get; }
+```
+
+#### Property Value
+
+[IMemoryStore](./automation.generativeai.interfaces.imemorystore.md)<br>
+
 ### **Item**
 
 ```csharp
@@ -45,6 +57,22 @@ public ExecutionContext(Dictionary<string, object> parameters)
 `parameters` [Dictionary&lt;String, Object&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2)<br>
 Parameters dictionary
 
+### **ExecutionContext(IMemoryStore, Dictionary&lt;String, Object&gt;)**
+
+Creates ExecutionContext with memory and parameters
+
+```csharp
+public ExecutionContext(IMemoryStore memoryStore, Dictionary<string, object> parameters)
+```
+
+#### Parameters
+
+`memoryStore` [IMemoryStore](./automation.generativeai.interfaces.imemorystore.md)<br>
+Memory
+
+`parameters` [Dictionary&lt;String, Object&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2)<br>
+Parameters dictionary
+
 ## Methods
 
 ### **GetParameters()**
@@ -57,6 +85,24 @@ internal IDictionary<string, object> GetParameters()
 
 [IDictionary&lt;String, Object&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.idictionary-2)<br>
 
+### **WithMemory(IMemoryStore)**
+
+Sets the memory store
+
+```csharp
+public ExecutionContext WithMemory(IMemoryStore memory)
+```
+
+#### Parameters
+
+`memory` [IMemoryStore](./automation.generativeai.interfaces.imemorystore.md)<br>
+Memory
+
+#### Returns
+
+[ExecutionContext](./automation.generativeai.interfaces.executioncontext.md)<br>
+Updated ExecutionContext
+
 ### **TryGetResult(String, Object&)**
 
 Tries to get the result for specific tool

docs/automation.generativeai.interfaces.functioncallmessage.md

@@ -32,7 +32,7 @@ public Dictionary<string, object> function_call { get; set; }
 Role of the messenger
 
 ```csharp
-public string role { get; }
+public string role { get; set; }
 ```
 
 #### Property Value

docs/automation.generativeai.interfaces.functionmessage.md

@@ -30,7 +30,7 @@ public string name { get; set; }
 Role of the messenger
 
 ```csharp
-public string role { get; }
+public string role { get; set; }
 ```
 
 #### Property Value

docs/automation.generativeai.interfaces.ifunctiontoolset.md

@@ -5,7 +5,7 @@ Namespace: Automation.GenerativeAI.Interfaces
 Represents a function toolset that provides multiple functions
 
 ```csharp
-public interface IFunctionToolSet : System.Collections.Generic.IEnumerable`1[[Automation.GenerativeAI.Interfaces.IFunctionTool, GenerativeAI, Version=1.1.8661.30687, Culture=neutral, PublicKeyToken=null]], System.Collections.IEnumerable
+public interface IFunctionToolSet : System.Collections.Generic.IEnumerable`1[[Automation.GenerativeAI.Interfaces.IFunctionTool, GenerativeAI, Version=1.2.8734.98, Culture=neutral, PublicKeyToken=null]], System.Collections.IEnumerable
 ```
 
 Implements [IEnumerable<IFunctionTool>](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1), [IEnumerable](https://docs.microsoft.com/en-us/dotnet/api/system.collections.ienumerable)

docs/automation.generativeai.interfaces.igenerativeaiservice.md

@@ -30,6 +30,40 @@ API Key, if passed empty string then it will try to get the
 #### Returns
 
 [ILanguageModel](./automation.generativeai.interfaces.ilanguagemodel.md)<br>
+OpenAI Language Model instance
+
+### **CreateAzureOpenAIModel(String, String, String, String, String, String)**
+
+Creates an instance of Azure OpenAI Language Model
+
+```csharp
+ILanguageModel CreateAzureOpenAIModel(string model, string azureEndpoint, string gptDeployment, string embeddingDeployment, string apiversion, string apiKey)
+```
+
+#### Parameters
+
+`model` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Azure OpenAI model name
+
+`azureEndpoint` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Endpoint URL for Azure OpenAI service
+
+`gptDeployment` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Deployment Name for GPT model
+
+`embeddingDeployment` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+Deployment Name for text embedding model
+
+`apiversion` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+API version
+
+`apiKey` [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
+ApiKey for the language model
+
+#### Returns
+
+[ILanguageModel](./automation.generativeai.interfaces.ilanguagemodel.md)<br>
+Azure OpenAI Language Model instance
 
 ### **CreateVectorStore(IVectorTransformer)**
 

docs/automation.generativeai.interfaces.ilanguagemodel.md

@@ -22,6 +22,18 @@ public abstract string ModelName { get; }
 
 [String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>
 
+### **VectorTransformer**
+
+Gets vector transformer for semantic search
+
+```csharp
+public abstract IVectorTransformer VectorTransformer { get; }
+```
+
+#### Property Value
+
+[IVectorTransformer](./automation.generativeai.interfaces.ivectortransformer.md)<br>
+
 ## Methods
 
 ### **GetResponseAsync(IEnumerable&lt;ChatMessage&gt;, Double)**