Merge pull request #26 from AgentSchmecker/main

Adds streaming functionality for chat

docs/docs/apis-ask/chat.md

@@ -69,6 +69,41 @@ You will get a response similar to:
   } ]
 ```
 
+## Create a conversation where the answer is streamed
+
+```java
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+        OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
+        OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
+                "What is the capital of France? And what's France's connection with Mona Lisa?")
+            .build();
+
+        // define a handler (Consumer<String>)
+        OllamaStreamHandler streamHandler = (s) -> {
+           System.out.println(s);
+        };
+
+        OllamaChatResult chatResult = ollamaAPI.chat(requestModel,streamHandler);
+    }
+}
+```
+You will get a response similar to:
+
+> The
+> The capital
+> The capital of
+> The capital of France
+> The capital of France is 
+> The capital of France is Paris
+> The capital of France is Paris.
+
+
 ## Create a new conversation with individual system prompt
 ```java
 public class Main {

src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java

@@ -448,12 +448,31 @@ public class OllamaAPI {
   * @throws InterruptedException in case the server is not reachable or network issues happen
    */
   public OllamaChatResult chat(OllamaChatRequestModel request)  throws OllamaBaseException, IOException, InterruptedException{
+    return chat(request);
+  }
+
+  /**
+   * Ask a question to a model using an {@link OllamaChatRequestModel}. This can be constructed using an {@link OllamaChatRequestBuilder}. 
+   * 
+   * Hint: the OllamaChatRequestModel#getStream() property is not implemented.
+   * 
+   * @param request request object to be sent to the server
+   * @param streamHandler callback handler to handle the last message from stream (caution: all previous messages from stream will be concatenated)
+   * @return 
+  * @throws OllamaBaseException any response code than 200 has been returned
+  * @throws IOException in case the responseStream can not be read
+  * @throws InterruptedException in case the server is not reachable or network issues happen
+   */
+  public OllamaChatResult chat(OllamaChatRequestModel request, OllamaStreamHandler streamHandler)  throws OllamaBaseException, IOException, InterruptedException{
     OllamaChatEndpointCaller requestCaller = new OllamaChatEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
-    //TODO: implement async way
+    OllamaResult result;
-    if(request.isStream()){
+    if(streamHandler != null){
-      throw new UnsupportedOperationException("Streamed chat responses are not implemented yet");
+      request.setStream(true);
+      result = requestCaller.call(request, streamHandler);
+    }
+    else {
+     result = requestCaller.callSync(request);
     }
-    OllamaResult result = requestCaller.generateSync(request);
     return new OllamaChatResult(result.getResponse(), result.getResponseTime(), result.getHttpStatusCode(), request.getMessages());
   }
 
@@ -470,7 +489,7 @@ public class OllamaAPI {
   private OllamaResult generateSyncForOllamaRequestModel(OllamaRequestModel ollamaRequestModel)
       throws OllamaBaseException, IOException, InterruptedException {
         OllamaGenerateEndpointCaller requestCaller = new OllamaGenerateEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
-        return requestCaller.generateSync(ollamaRequestModel);
+        return requestCaller.callSync(ollamaRequestModel);
   }
 
   /**

src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaStreamHandler.java

@@ -0,0 +1,7 @@
+package io.github.amithkoujalgi.ollama4j.core;
+
+import java.util.function.Consumer;
+
+public interface OllamaStreamHandler extends Consumer<String>{
+    void accept(String message);
+}

src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatStreamObserver.java

@@ -0,0 +1,34 @@
+package io.github.amithkoujalgi.ollama4j.core.models.chat;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler;
+import lombok.NonNull;
+
+public class OllamaChatStreamObserver {
+
+    private OllamaStreamHandler streamHandler;
+
+    private List<OllamaChatResponseModel> responseParts = new ArrayList<>();
+
+    private String message;
+
+    public OllamaChatStreamObserver(OllamaStreamHandler streamHandler) {
+        this.streamHandler = streamHandler;
+    }
+
+    public void notify(OllamaChatResponseModel currentResponsePart){
+        responseParts.add(currentResponsePart);
+        handleCurrentResponsePart(currentResponsePart);
+    }
+    
+    protected void handleCurrentResponsePart(OllamaChatResponseModel currentResponsePart){
+        List<@NonNull String> allResponsePartsByNow = responseParts.stream().map(r -> r.getMessage().getContent()).collect(Collectors.toList());
+        message = String.join("", allResponsePartsByNow);
+        streamHandler.accept(message);
+    }
+
+
+}

src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/OllamaChatEndpointCaller.java

@@ -1,12 +1,19 @@
 package io.github.amithkoujalgi.ollama4j.core.models.request;
 
+import java.io.IOException;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import com.fasterxml.jackson.core.JsonProcessingException;
 
+import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler;
+import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException;
 import io.github.amithkoujalgi.ollama4j.core.models.BasicAuth;
+import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult;
 import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatResponseModel;
+import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatStreamObserver;
+import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody;
 import io.github.amithkoujalgi.ollama4j.core.utils.Utils;
 
 /**
@@ -16,6 +23,8 @@ public class OllamaChatEndpointCaller extends OllamaEndpointCaller{
 
     private static final Logger LOG = LoggerFactory.getLogger(OllamaChatEndpointCaller.class);
 
+    private OllamaChatStreamObserver streamObserver;
+
     public OllamaChatEndpointCaller(String host, BasicAuth basicAuth, long requestTimeoutSeconds, boolean verbose) {
         super(host, basicAuth, requestTimeoutSeconds, verbose);
     }
@@ -27,18 +36,25 @@ public class OllamaChatEndpointCaller extends OllamaEndpointCaller{
 
     @Override
     protected boolean parseResponseAndAddToBuffer(String line, StringBuilder responseBuffer) {
-                try {
+        try {
-                    OllamaChatResponseModel ollamaResponseModel = Utils.getObjectMapper().readValue(line, OllamaChatResponseModel.class);
+            OllamaChatResponseModel ollamaResponseModel = Utils.getObjectMapper().readValue(line, OllamaChatResponseModel.class);
-                    responseBuffer.append(ollamaResponseModel.getMessage().getContent());
+            responseBuffer.append(ollamaResponseModel.getMessage().getContent());
-                    return ollamaResponseModel.isDone();
+            if(streamObserver != null) {
-                } catch (JsonProcessingException e) {
+                streamObserver.notify(ollamaResponseModel);
-                    LOG.error("Error parsing the Ollama chat response!",e);
+            }
-                    return true;
+            return ollamaResponseModel.isDone();
-                }         
+        } catch (JsonProcessingException e) {
+            LOG.error("Error parsing the Ollama chat response!",e);
+            return true;
+        }         
     }
 
-
+    public OllamaResult call(OllamaRequestBody body, OllamaStreamHandler streamHandler)
+            throws OllamaBaseException, IOException, InterruptedException {
+        streamObserver = new OllamaChatStreamObserver(streamHandler);
+        return super.callSync(body);
+    }
 
     
-
+ 
 }

src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/OllamaEndpointCaller.java

@@ -46,7 +46,7 @@ public abstract class OllamaEndpointCaller {
 
     protected abstract boolean parseResponseAndAddToBuffer(String line, StringBuilder responseBuffer);
 
-    
+
     /**
      * Calls the api server on the given host and endpoint suffix asynchronously, aka waiting for the response.
      * 
@@ -56,7 +56,7 @@ public abstract class OllamaEndpointCaller {
      * @throws IOException in case the responseStream can not be read
      * @throws InterruptedException in case the server is not reachable or network issues happen
      */
-    public OllamaResult generateSync(OllamaRequestBody body)  throws OllamaBaseException, IOException, InterruptedException{
+    public OllamaResult callSync(OllamaRequestBody body)  throws OllamaBaseException, IOException, InterruptedException{
 
         // Create Request
     long startTime = System.currentTimeMillis();

src/test/java/io/github/amithkoujalgi/ollama4j/integrationtests/TestRealAPIs.java

@@ -23,8 +23,13 @@ import lombok.Data;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Order;
 import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 class TestRealAPIs {
+
+  private static final Logger LOG = LoggerFactory.getLogger(TestRealAPIs.class);
+
   OllamaAPI ollamaAPI;
   Config config;
 
@@ -164,6 +169,31 @@ class TestRealAPIs {
     }
   }
 
+  @Test
+  @Order(3)
+  void testChatWithStream() {
+    testEndpointReachability();
+    try {
+      OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
+      OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
+              "What is the capital of France? And what's France's connection with Mona Lisa?")
+          .build();
+
+      StringBuffer sb = new StringBuffer("");
+
+      OllamaChatResult chatResult = ollamaAPI.chat(requestModel,(s) -> {
+        LOG.info(s);
+        String substring = s.substring(sb.toString().length(), s.length()-1);
+        LOG.info(substring);
+        sb.append(substring);
+      });
+      assertNotNull(chatResult);
+      assertEquals(sb.toString().trim(), chatResult.getResponse().trim());
+    } catch (IOException | OllamaBaseException | InterruptedException e) {
+      throw new RuntimeException(e);
+    }
+  }
+
   @Test
   @Order(3)
   void testChatWithImageFromFileWithHistoryRecognition() {