code_test_python

test openai accuracy of chatbot

import openai

# Set your OpenAI API key
api_key = "your_openai_api_key"
openai.api_key = api_key

def test_chatbot(prompt):
    try:
        # Request a completion from the model
        response = openai.Completion.create(
            engine="davinci",  # You can choose other engines like "curie", "babbage", etc.
            prompt=prompt,
            max_tokens=50,  # Adjust the length of the response as needed
            temperature=0.7,  # Controls the randomness of the response, 0.7 is a common value
            n=1,  # Number of completions to generate
            stop=None,  # Stop generating when this token is reached
            timeout=None  # Time limit for generating a response
        )

        return response.choices[0].text.strip()

    except Exception as e:
        print("Error:", e)
        return None

# Test cases
test_cases = [
    "How does photosynthesis work?",
    "What is the capital of France?",
    "Tell me about the history of artificial intelligence.",
    "What are the symptoms of COVID-19?",
    "¿Cómo se dice 'hello' en español?",
    "Qu'est-ce que la philosophie?",
    "Was sind die Hauptbestandteile eines Computers?",
    "Какие языки программирования самые популярные?",
]

# Test the chatbot for each test case
for case in test_cases:
    print("Prompt:", case)
    response = test_chatbot(case)
    if response:
        print("Response:", response)
    else:
        print("Failed to generate a response.")
    print()

Next lets use openai api to interact with the model using certain libabry like okhttp.

import okhttp3.*;

import java.io.IOException;

public class ChatbotTester {

    private static final String OPENAI_API_KEY = "your_openai_api_key";

    public static void main(String[] args) {
        OkHttpClient client = new OkHttpClient();

        // Test cases
        String[] testCases = {
            "How does photosynthesis work?",
            "What is the capital of France?",
            "Tell me about the history of artificial intelligence.",
            "What are the symptoms of COVID-19?",
            "¿Cómo se dice 'hello' en español?",
            "Qu'est-ce que la philosophie?",
            "Was sind die Hauptbestandteile eines Computers?",
            "Какие языки программирования самые популярные?"
        };

        for (String testCase : testCases) {
            try {
                String response = getResponse(client, testCase);
                System.out.println("Prompt: " + testCase);
                System.out.println("Response: " + response);
                System.out.println();
            } catch (IOException e) {
                System.err.println("Error occurred: " + e.getMessage());
            }
        }
    }

    private static String getResponse(OkHttpClient client, String prompt) throws IOException {
        RequestBody requestBody = new FormBody.Builder()
                .add("prompt", prompt)
                .add("max_tokens", "50") // Adjust the length of the response as needed
                .add("temperature", "0.7") // Controls the randomness of the response, 0.7 is a common value
                .add("n", "1") // Number of completions to generate
                .build();

        Request request = new Request.Builder()
                .url("https://api.openai.com/v1/completions")
                .header("Authorization", "Bearer " + OPENAI_API_KEY)
                .post(requestBody)
                .build();

        try (Response response = client.newCall(request).execute()) {
            if (!response.isSuccessful()) throw new IOException("Unexpected code " + response);
            String responseBody = response.body().string();
            // Extracting response from JSON
            return responseBody.split("\"")[7];
        }
    }
}

great huray!!!, lets go to new languge where we can perfrom api integration using http client.

using System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;

class Program
{
    private static readonly string OpenAI_API_KEY = "your_openai_api_key";

    static async Task Main(string[] args)
    {
        string[] testCases = {
            "How does photosynthesis work?",
            "What is the capital of France?",
            "Tell me about the history of artificial intelligence.",
            "What are the symptoms of COVID-19?",
            "¿Cómo se dice 'hello' en español?",
            "Qu'est-ce que la philosophie?",
            "Was sind die Hauptbestandteile eines Computers?",
            "Какие языки программирования самые популярные?"
        };

        foreach (string testCase in testCases)
        {
            string response = await GetResponse(testCase);
            Console.WriteLine("Prompt: " + testCase);
            Console.WriteLine("Response: " + response);
            Console.WriteLine();
        }
    }

    static async Task<string> GetResponse(string prompt)
    {
        using (HttpClient client = new HttpClient())
        {
            client.DefaultRequestHeaders.Add("Authorization", $"Bearer {OpenAI_API_KEY}");

            var requestBody = new StringContent(
                $"{{\"prompt\": \"{prompt}\", \"max_tokens\": 50, \"temperature\": 0.7, \"n\": 1}}",
                Encoding.UTF8,
                "application/json");

            HttpResponseMessage response = await client.PostAsync("https://api.openai.com/v1/completions", requestBody);

            if (response.IsSuccessStatusCode)
            {
                string responseBody = await response.Content.ReadAsStringAsync();
                // Extracting response from JSON
                return responseBody.Split("\"")[7];
            }
            else
            {
                throw new Exception($"Error: {response.StatusCode} - {response.ReasonPhrase}");
            }
        }
    }
}

OpenAI api key :

{
  "api_key": "your_openai_api_key",
  "test_cases": [
    "How does photosynthesis work?",
    "What is the capital of France?",
    "Tell me about the history of artificial intelligence.",
    "What are the symptoms of COVID-19?",
    "¿Cómo se dice 'hello' en español?",
    "Qu'est-ce que la philosophie?",
    "Was sind die Hauptbestandteile eines Computers?",
    "Какие языки программирования самые популярные?"
  ],
  "chatbot_settings": {
    "engine": "davinci",
    "max_tokens": 50,
    "temperature": 0.7,
    "n": 1,
    "stop": null,
    "timeout": null
  }
}