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10 changes: 10 additions & 0 deletions pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -77,6 +77,16 @@
<artifactId>line-awesome</artifactId>
<version>2.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.tika</groupId>
<artifactId>tika-core</artifactId>
<version>3.1.0</version>
</dependency>
<dependency>
<groupId>org.apache.tika</groupId>
<artifactId>tika-parser-pdf-module</artifactId>
<version>3.1.0</version>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-validation</artifactId>
Expand Down
7 changes: 3 additions & 4 deletions src/main/java/io/github/ollama4j/webui/views/MainLayout.java
Original file line number Diff line number Diff line change
Expand Up @@ -18,10 +18,7 @@
import com.vaadin.flow.theme.lumo.Lumo;
import com.vaadin.flow.theme.lumo.LumoUtility;
import io.github.ollama4j.webui.service.ChatService;
import io.github.ollama4j.webui.views.chat.ChatView;
import io.github.ollama4j.webui.views.chat.ChatWithImageView;
import io.github.ollama4j.webui.views.chat.DownloadedModelsView;
import io.github.ollama4j.webui.views.chat.LibraryModelsView;
import io.github.ollama4j.webui.views.chat.*;
import org.vaadin.lineawesome.LineAwesomeIcon;

/** The main view is a top-level placeholder for other views. */
Expand Down Expand Up @@ -93,6 +90,8 @@ private SideNav createNavigation() {
nav.addItem(new SideNavItem("Chat", ChatView.class, LineAwesomeIcon.COMMENTS.create()));
nav.addItem(
new SideNavItem("Image-Based Chat", ChatWithImageView.class, LineAwesomeIcon.COMMENT_MEDICAL_SOLID.create()));
nav.addItem(
new SideNavItem("Document-Based Chat", ChatWithDocumentView.class, LineAwesomeIcon.BOOK_SOLID.create()));
nav.addItem(
new SideNavItem("Downloaded Models", DownloadedModelsView.class, LineAwesomeIcon.BRAIN_SOLID.create()));
nav.addItem(
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,207 @@
package io.github.ollama4j.webui.views.chat;

import com.vaadin.flow.component.button.Button;
import com.vaadin.flow.component.button.ButtonVariant;
import com.vaadin.flow.component.combobox.ComboBox;
import com.vaadin.flow.component.messages.MessageInput;
import com.vaadin.flow.component.messages.MessageList;
import com.vaadin.flow.component.messages.MessageListItem;
import com.vaadin.flow.component.orderedlayout.HorizontalLayout;
import com.vaadin.flow.component.orderedlayout.VerticalLayout;
import com.vaadin.flow.component.upload.Upload;
import com.vaadin.flow.component.upload.receivers.MultiFileMemoryBuffer;
import com.vaadin.flow.router.PageTitle;
import com.vaadin.flow.router.Route;
import com.vaadin.flow.theme.lumo.LumoUtility;
import io.github.ollama4j.exceptions.OllamaBaseException;
import io.github.ollama4j.webui.data.ModelItem;
import io.github.ollama4j.webui.service.ChatService;
import io.github.ollama4j.webui.views.MainLayout;
import org.apache.tika.Tika;
import org.apache.tika.io.TikaInputStream;
import org.apache.tika.metadata.Metadata;
import org.apache.tika.parser.AutoDetectParser;
import org.apache.tika.sax.BodyContentHandler;
import org.xml.sax.ContentHandler;

import java.io.IOException;
import java.io.InputStream;
import java.net.URISyntaxException;
import java.time.Instant;
import java.util.*;

/**
* The main view contains a text field for getting the user name and a button that shows a greeting
* message in a notification.
*/
@PageTitle("Document-Based Chat")
@Route(value = "document-chat", layout = MainLayout.class)
public class ChatWithDocumentView extends VerticalLayout {

private static final List<String> CONTENT_TYPES = List.of("application/pdf",
"text/html",
"application/msword");

private ChatService chatService;
private String modelSelected;
private final List<MessageListItem> chatEntries = new ArrayList<>();
private final List<String> documents = new ArrayList<>();

private final Upload upload;
private final MessageList chat;
private final MessageInput input;


public ChatWithDocumentView(ChatService chatService) {
this.chatService = chatService;
Button resetButton = new Button("Reset");
resetButton.addThemeVariants(ButtonVariant.LUMO_PRIMARY);
ComboBox<ModelItem> modelsDropdown = new ComboBox<>("Model");
try {
modelsDropdown.setItems(chatService.getModelItems());
} catch (IOException | URISyntaxException | InterruptedException | OllamaBaseException e) {
throw new RuntimeException(e);
}
modelsDropdown.setItemLabelGenerator(ModelItem::getName);
modelsDropdown.setWidthFull();
modelsDropdown.setMaxWidth("1200px");
try {
Optional<ModelItem> model = chatService.getImageModelItems().stream().findFirst();
if (model.isPresent()) {
modelsDropdown.setValue(new ModelItem(model.get().getName(), model.get().getVersion()));
modelSelected = model.get().getName();
}
} catch (OllamaBaseException | IOException | URISyntaxException | InterruptedException e) {
throw new RuntimeException(e);
}

HorizontalLayout container = new HorizontalLayout();
container.setWidthFull();
container.setAlignItems(Alignment.END);

MultiFileMemoryBuffer buffer = new MultiFileMemoryBuffer();
upload = new Upload(buffer);
upload.setWidthFull();
upload.setMaxFileSize(50 * 1024 * 1024);
upload.setAcceptedFileTypes(CONTENT_TYPES.toArray(String[]::new));
container.add(upload, modelsDropdown, resetButton);

chat = new MessageList();
input = new MessageInput();

add(container, chat, input);
input.addSubmitListener(this::onSubmit);
this.setHorizontalComponentAlignment(Alignment.CENTER, container, chat, input);
this.setPadding(true);
this.setHeightFull();
chat.setSizeFull();
input.setWidthFull();
chat.setMaxWidth("1200px");
input.setMaxWidth("1200px");
this.chatService = chatService;

// Configure event listeners

resetButton.addClickListener(e -> reset());

modelsDropdown.addValueChangeListener(
event -> {
modelSelected = event.getValue().getName();
MessageListItem loadedMessage =
new MessageListItem(
String.format(
"Loaded model %s.", event.getValue().getName()),
Instant.now(),
"AI");
loadedMessage.setUserAbbreviation("AI");
loadedMessage.setUserColorIndex(2);
chatEntries.add(loadedMessage);
chat.setItems(chatEntries);
});

upload.addSucceededListener(
event -> {
String fileName = event.getFileName();
InputStream inputStream = buffer.getInputStream(fileName);
documents.add(detectAndParseText(inputStream));

MessageListItem loadedMessage =
new MessageListItem(
String.format(
"Uploaded file %s.", fileName),
Instant.now(),
"AI");
loadedMessage.setUserAbbreviation("AI");
loadedMessage.setUserColorIndex(2);
chatEntries.add(loadedMessage);
chat.setItems(chatEntries);

});


// Reset
reset();
}

private void reset() {
documents.clear();
upload.clearFileList();
chatEntries.clear();
chatService.clearMessages();

MessageListItem resetMessage =
new MessageListItem(
"Hello there! Upload documents to start chatting with AI.", Instant.now(), "AI");
resetMessage.setUserAbbreviation("AI");
resetMessage.setUserColorIndex(2);
chat.setItems(resetMessage);


}

private static String detectAndParseText(InputStream inputStream) {
Tika tika = new Tika();
try (TikaInputStream tis = TikaInputStream.get(inputStream)) {
String mimeType = tika.detect(tis);
if (CONTENT_TYPES.contains(mimeType)) {
AutoDetectParser parser = new AutoDetectParser();
ContentHandler handler = new BodyContentHandler();
parser.parse(tis, handler, new Metadata());
return handler.toString();
} else {
throw new RuntimeException("Unsupported file type: " + mimeType);
}
} catch (Exception ex) {
throw new RuntimeException("Error parsing PDF", ex);
}
}

private void onSubmit(MessageInput.SubmitEvent submitEvent) {
MessageListItem question = new MessageListItem(submitEvent.getValue(), Instant.now(), "You");
question.setUserAbbreviation("You");
question.setUserColorIndex(1);
chatEntries.add(question);
MessageListItem answer = new MessageListItem("Thinking...", Instant.now(), "AI");
chatEntries.add(answer);
answer.setUserAbbreviation("AI");
answer.setUserColorIndex(2);
chat.setItems(chatEntries);

Thread t =
new Thread(
() -> chatService.ask(createDocumentPrompt(submitEvent.getValue()), modelSelected,
(s) -> getUI().ifPresent(ui -> ui.access(() -> answer.setText(s)))));
t.start();
}

private String createDocumentPrompt(String question) {
StringBuilder prompt = new StringBuilder();
prompt.append("Answer the question about the following document(s):\n");
for (String document : documents) {
prompt.append("-- Start document content: ").append(document).append("\n-- End of document content --\n");
}
prompt.append(question);
return prompt.toString();
}

}