This commit is contained in:
Amith Koujalgi
2023-10-27 01:15:14 +05:30
parent 18f5141cbf
commit 4a536139e8
10 changed files with 404 additions and 21 deletions

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package org.ollama4j;
public class Main {
public static void main(String[] args) throws Exception {
String host = "http://localhost:11434/";
OllamaAPI ollamaAPI = new OllamaAPI(host);
ollamaAPI.pullModel(OllamaModel.LLAMA2);
OllamaAsyncResultCallback ollamaAsyncResultCallback = ollamaAPI.runAsync(OllamaModel.LLAMA2, "Who are you?");
while (true) {
if (ollamaAsyncResultCallback.isComplete()) {
System.out.println(ollamaAsyncResultCallback.getResponse());
break;
}
Thread.sleep(1000);
}
}
}

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package org.ollama4j;
import com.google.gson.Gson;
import org.apache.hc.client5.http.HttpResponseException;
import org.apache.hc.client5.http.classic.methods.HttpPost;
import org.apache.hc.client5.http.impl.classic.CloseableHttpClient;
import org.apache.hc.client5.http.impl.classic.CloseableHttpResponse;
import org.apache.hc.client5.http.impl.classic.HttpClients;
import org.apache.hc.core5.http.HttpEntity;
import org.apache.hc.core5.http.ParseException;
import org.apache.hc.core5.http.io.entity.EntityUtils;
import org.apache.hc.core5.http.io.entity.StringEntity;
import java.io.BufferedReader;
import java.io.DataOutputStream;
import java.io.IOException;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
@SuppressWarnings("deprecation")
public class OllamaAPI {
private final String host;
public OllamaAPI(String host) {
if (host.endsWith("/")) {
this.host = host.substring(0, host.length() - 1);
} else {
this.host = host;
}
}
public void pullModel(OllamaModel model) throws IOException, ParseException, OllamaBaseException {
String url = this.host + "/api/pull";
String jsonData = String.format("{\"name\": \"%s\"}", model.getModel());
final HttpPost httpPost = new HttpPost(url);
final StringEntity entity = new StringEntity(jsonData);
httpPost.setEntity(entity);
httpPost.setHeader("Accept", "application/json");
httpPost.setHeader("Content-type", "application/json");
try (CloseableHttpClient client = HttpClients.createDefault();
CloseableHttpResponse response = client.execute(httpPost)) {
final int statusCode = response.getCode();
HttpEntity responseEntity = response.getEntity();
String responseString = "";
if (responseEntity != null) {
responseString = EntityUtils.toString(responseEntity, "UTF-8");
}
if (statusCode == 200) {
System.out.println(responseString);
} else {
throw new OllamaBaseException(statusCode + " - " + responseString);
}
}
}
public String runSync(OllamaModel ollamaModel, String promptText) throws OllamaBaseException, IOException {
Gson gson = new Gson();
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(ollamaModel.getModel(), promptText);
URL obj = new URL(this.host + "/api/generate");
HttpURLConnection con = (HttpURLConnection) obj.openConnection();
con.setRequestMethod("POST");
con.setDoOutput(true);
con.setRequestProperty("Content-Type", "application/json");
try (DataOutputStream wr = new DataOutputStream(con.getOutputStream())) {
wr.writeBytes(ollamaRequestModel.toString());
}
int responseCode = con.getResponseCode();
if (responseCode == HttpURLConnection.HTTP_OK) {
try (BufferedReader in = new BufferedReader(new InputStreamReader(con.getInputStream()))) {
String inputLine;
StringBuilder response = new StringBuilder();
while ((inputLine = in.readLine()) != null) {
OllamaResponseModel ollamaResponseModel = gson.fromJson(inputLine, OllamaResponseModel.class);
if (!ollamaResponseModel.getDone()) {
response.append(ollamaResponseModel.getResponse());
}
System.out.println("Streamed response line: " + ollamaResponseModel.getResponse());
}
in.close();
return response.toString();
}
} else {
throw new OllamaBaseException(con.getResponseCode() + " - " + con.getResponseMessage());
}
}
public OllamaAsyncResultCallback runAsync(OllamaModel ollamaModel, String promptText) throws OllamaBaseException, IOException {
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(ollamaModel.getModel(), promptText);
URL obj = new URL(this.host + "/api/generate");
HttpURLConnection con = (HttpURLConnection) obj.openConnection();
con.setRequestMethod("POST");
con.setDoOutput(true);
con.setRequestProperty("Content-Type", "application/json");
try (DataOutputStream wr = new DataOutputStream(con.getOutputStream())) {
wr.writeBytes(ollamaRequestModel.toString());
}
OllamaAsyncResultCallback ollamaAsyncResultCallback = new OllamaAsyncResultCallback(con);
ollamaAsyncResultCallback.start();
return ollamaAsyncResultCallback;
}
}

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package org.ollama4j;
import com.google.gson.Gson;
import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
public class OllamaAsyncResultCallback extends Thread {
private final HttpURLConnection connection;
private String result;
private boolean isDone;
public OllamaAsyncResultCallback(HttpURLConnection con) {
this.connection = con;
this.isDone = false;
this.result = "";
}
@Override
public void run() {
Gson gson = new Gson();
int responseCode = 0;
try {
responseCode = this.connection.getResponseCode();
if (responseCode == HttpURLConnection.HTTP_OK) {
try (BufferedReader in = new BufferedReader(new InputStreamReader(this.connection.getInputStream()))) {
String inputLine;
StringBuilder response = new StringBuilder();
while ((inputLine = in.readLine()) != null) {
OllamaResponseModel ollamaResponseModel = gson.fromJson(inputLine, OllamaResponseModel.class);
if (!ollamaResponseModel.getDone()) {
response.append(ollamaResponseModel.getResponse());
}
// System.out.println("Streamed response line: " + responseModel.getResponse());
}
in.close();
this.isDone = true;
this.result = response.toString();
}
} else {
throw new OllamaBaseException(connection.getResponseCode() + " - " + connection.getResponseMessage());
}
} catch (IOException | OllamaBaseException e) {
this.isDone = true;
this.result = "FAILED! " + e.getMessage();
}
}
public boolean isComplete() {
return isDone;
}
public String getResponse() {
return result;
}
}

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package org.ollama4j;
public class OllamaBaseException extends Exception {
public OllamaBaseException(String s) {
super(s);
}
}

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package org.ollama4j;
public enum OllamaModel {
LLAMA2("llama2"), MISTRAL("mistral"), MEDLLAMA2("medllama2");
private final String model;
OllamaModel(String model) {
this.model = model;
}
public String getModel() {
return model;
}
}

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package org.ollama4j;
import com.google.gson.Gson;
public class OllamaRequestModel {
private String model;
private String prompt;
public OllamaRequestModel(String model, String prompt) {
this.model = model;
this.prompt = prompt;
}
public String getModel() {
return model;
}
public void setModel(String model) {
this.model = model;
}
public String getPrompt() {
return prompt;
}
public void setPrompt(String prompt) {
this.prompt = prompt;
}
@Override
public String toString() {
return new Gson().toJson(this);
}
}

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package org.ollama4j;
import java.util.List;
public
class OllamaResponseModel {
private String model;
private String created_at;
private String response;
private Boolean done;
private List<Integer> context;
private Long total_duration;
private Long load_duration;
private Long prompt_eval_duration;
private Long eval_duration;
private Integer prompt_eval_count;
private Integer eval_count;
public String getModel() {
return model;
}
public String getCreated_at() {
return created_at;
}
public String getResponse() {
return response;
}
public Boolean getDone() {
return done;
}
public List<Integer> getContext() {
return context;
}
public Long getTotal_duration() {
return total_duration;
}
public Long getLoad_duration() {
return load_duration;
}
public Long getPrompt_eval_duration() {
return prompt_eval_duration;
}
public Long getEval_duration() {
return eval_duration;
}
public Integer getPrompt_eval_count() {
return prompt_eval_count;
}
public Integer getEval_count() {
return eval_count;
}
}