Learn how to integrate the ChatGPT API with Unity to create interactive and dynamic chatbots in your Unity projects. Harness the power of language models to enhance user experience and add conversational capabilities to your virtual worlds.
Integrating ChatGPT API into Unity: A Powerful Tool for Interactive Conversational AI
Artificial Intelligence has made significant strides in recent years, with chatbots becoming more intelligent and interactive. One such innovation is ChatGPT, a state-of-the-art language model developed by OpenAI. With the release of the ChatGPT API, developers can now integrate this powerful tool into their Unity projects, enabling interactive conversational AI experiences.
The integration of ChatGPT API into Unity opens up a world of possibilities for game developers and creators. By incorporating natural language processing capabilities, developers can create dynamic and immersive conversations within their games. Players can engage in realistic and lifelike interactions with AI characters, making the gaming experience more engaging and captivating.
ChatGPT API offers a wide range of applications in Unity projects. From dialogues and quests to tutorials and hints, the possibilities are endless. By leveraging the power of conversational AI, developers can enhance the storytelling aspect of their games and create memorable experiences for players.
Furthermore, integrating ChatGPT API into Unity is relatively straightforward. With the help of OpenAI’s documentation and Unity’s robust development environment, developers can quickly get started and experiment with different conversational AI scenarios. The API provides a seamless interface for sending messages and receiving AI-generated responses, making it easy to implement and iterate on in-game conversations.
Integrating ChatGPT API into Unity
ChatGPT API is a powerful tool for creating interactive conversational AI in Unity. By integrating the ChatGPT API into Unity, developers can enable their game characters or virtual agents to engage in realistic and dynamic conversations with players.
Step 1: Obtaining the ChatGPT API Key
To integrate ChatGPT API into Unity, developers first need to obtain an API key from OpenAI. This API key is required to make requests to the ChatGPT API and access its capabilities. Developers can sign up on the OpenAI website to get an API key.
Step 2: Setting up the Unity Project
Once the API key is obtained, developers can start setting up their Unity project to integrate the ChatGPT API. They need to create a new Unity project or open an existing one. It is recommended to use the latest version of Unity for better compatibility.
Step 3: Adding the ChatGPT API Integration
To integrate ChatGPT API, developers can create a new C# script in Unity or modify an existing one. They need to import the necessary libraries and define the functions required to communicate with the API.
Developers can use the UnityWebRequest class to send HTTP requests to the ChatGPT API endpoint. They can pass the API key as a header in the request to authenticate and access the API.
Example code:
using UnityEngine;
using UnityEngine.Networking;
using System.Collections;
public class ChatGPTIntegration : MonoBehaviour
private const string API_URL = “https://api.openai.com/v1/chat/completions”;
private const string API_KEY = “YOUR_API_KEY”;
public IEnumerator SendChatRequest(string message)
WWWForm form = new WWWForm();
form.AddField(“messages”, new string[] message );
UnityWebRequest request = UnityWebRequest.Post(API_URL, form);
request.SetRequestHeader(“Authorization”, “Bearer ” + API_KEY);
yield return request.SendWebRequest();
if (request.result != UnityWebRequest.Result.Success)
Debug.Log(request.error);
else
Debug.Log(request.downloadHandler.text);
// Process the response from the ChatGPT API
Step 4: Processing the API Response
Once the request is sent to the ChatGPT API, the response needs to be processed to extract the generated text. Developers can use JSON parsing libraries like MiniJSON to parse the response and retrieve the generated chat message.
Example code:
using UnityEngine;
using System.Collections;
using System.Collections.Generic;
using MiniJSON;
public class ChatGPTResponse
public List<string> choices;
public class ChatGPTIntegration : MonoBehaviour
// …
private void ProcessAPIResponse(string response)
Dictionary<string, object> json = Json.Deserialize(response) as Dictionary<string, object>;
ChatGPTResponse chatResponse = new ChatGPTResponse();
if (json != null)
if (json.ContainsKey(“choices”))
List<object> choices = json[“choices”] as List<object>;
if (choices != null)
foreach (object choice in choices)
chatResponse.choices.Add(choice.ToString());
// Process the chat response further
Step 5: Implementing the Conversational AI Logic
With the ChatGPT API integrated into Unity, developers can now implement the logic for their game characters or virtual agents to engage in conversations with players. They can define triggers, conditions, and responses based on the received chat messages and the state of the game.
Developers can use the processed API response to generate appropriate actions or dialogues for the game characters. They can update the game state, display responses, or trigger animations based on the conversation flow.
Step 6: Testing and Iterating
After implementing the conversational AI logic, developers should test the integration thoroughly to ensure it works as expected. They can simulate various player inputs and scenarios to check the responsiveness and accuracy of the conversations.
If any issues or limitations are identified, developers can iterate on the implementation, fine-tune the prompts, or adjust the behavior of the game characters to improve the overall conversational experience.
Conclusion
Integrating ChatGPT API into Unity provides a powerful tool for creating interactive conversational AI in games and virtual environments. By following the steps outlined above, developers can enable their game characters or virtual agents to engage in dynamic and realistic conversations with players, enhancing the immersion and depth of the gaming experience.
A Powerful Tool for Interactive Conversational AI
Integrating ChatGPT API into Unity provides developers with a powerful tool for creating interactive conversational AI experiences. With the ability to generate dynamic and engaging conversations, this integration opens up a world of possibilities for game developers, virtual assistants, and other interactive applications.
Seamless Integration
Integrating ChatGPT API into Unity is a seamless process that allows developers to easily add conversational AI capabilities to their projects. By making API calls, developers can send messages to the ChatGPT model and receive responses in real-time, enabling interactive and dynamic conversations with virtual characters or AI-driven NPCs.
Flexible and Customizable Conversations
With ChatGPT API, developers have the flexibility to design and customize conversations based on their specific needs. They can define the behavior and personality of virtual characters, create branching dialogues, and handle different user inputs. This flexibility allows for a wide range of conversational experiences, from casual chitchat to complex decision-making interactions.
Improved User Engagement
The integration of ChatGPT API into Unity enhances user engagement by enabling more immersive and interactive experiences. Conversational AI can make virtual characters feel more lifelike and responsive, creating a sense of presence and immersion for the user. This increased engagement can lead to longer play sessions, higher user satisfaction, and ultimately, more successful applications.
Real-time Learning and Adaptation
One of the key advantages of using ChatGPT API in Unity is the ability to continuously improve and adapt the conversational AI system. Developers can gather user feedback and use it to train the model, allowing it to learn from real-world interactions. This iterative process enables the AI system to become smarter and more effective over time, providing more accurate and context-aware responses.
Enhanced User Experience
By integrating ChatGPT API into Unity, developers can enhance the overall user experience of their applications. Conversational AI can provide helpful hints, guidance, or even solve puzzles, making the gameplay more enjoyable and intuitive. It can also assist users with tasks, answer questions, and provide information, creating a more immersive and informative experience.
Conclusion
The integration of ChatGPT API into Unity offers developers a powerful tool for creating interactive conversational AI experiences. With its seamless integration, flexibility, and ability to improve over time, ChatGPT API enables developers to enhance user engagement, create more immersive experiences, and provide a higher level of interactivity in their applications. By leveraging the power of conversational AI, developers can unlock new possibilities and create unique and compelling experiences for their users.
What is ChatGPT API?
The ChatGPT API is an application programming interface that allows developers to integrate OpenAI’s ChatGPT model into their own applications, products, or services. ChatGPT is a state-of-the-art language model developed by OpenAI, designed to generate human-like text responses to user prompts.
With the ChatGPT API, developers can create interactive conversational experiences that can understand and respond to user inputs, making it a powerful tool for building chatbots, virtual assistants, interactive storytelling, and more. The API enables developers to send a series of messages as input and receive a model-generated message as output, allowing for dynamic and interactive conversations.
Using the API, developers can leverage the capabilities of ChatGPT to create natural and engaging conversations with users. The model can provide informative responses, answer questions, complete prompts, provide suggestions, and even exhibit a personality style specified by the developer.
Integrating ChatGPT API into Unity opens up possibilities for creating interactive conversational experiences in virtual reality and augmented reality applications. Developers can build virtual characters or avatars that can engage in realistic and dynamic conversations with users, enhancing the immersion and interactivity of the experience.
Overall, the ChatGPT API provides developers with a powerful tool for incorporating advanced conversational AI capabilities into their applications, enabling them to create interactive and engaging user experiences.
Getting Started
Welcome to the “Integrating ChatGPT API into Unity: A Powerful Tool for Interactive Conversational AI” tutorial! In this guide, we will walk you through the process of integrating OpenAI’s ChatGPT API into your Unity project, allowing you to create interactive conversational AI experiences.
Prerequisites
Before we get started, make sure you have the following prerequisites:
- Unity installed on your machine
- An OpenAI API key to access the ChatGPT API. If you don’t have one, you can sign up for the API access on the OpenAI website.
Setting up the Project
Once you have Unity installed and your API key ready, follow these steps to set up the project:
- Create a new Unity project or open an existing one.
- Import the OpenAI Unity package into your project. You can find the package on the OpenAI GitHub repository or download it from the OpenAI website.
- Configure the API key in Unity. Open the OpenAI Unity package settings and enter your API key in the designated field.
Integrating the ChatGPT API
Now that your project is set up, it’s time to integrate the ChatGPT API into your Unity project:
- Create a new script or open an existing one where you want to integrate the ChatGPT API.
- Import the necessary namespaces and classes from the OpenAI Unity package.
- Initialize the ChatClient using your API key.
- Send a message to the ChatGPT API using the ChatClient’s SendMessage() method.
- Handle the response from the API and use it in your Unity project.
Testing and Iterating
Once you have integrated the ChatGPT API into your Unity project, it’s time to test and iterate on your conversational AI experience:
- Run your Unity project and interact with the ChatGPT-powered conversational AI.
- Test different inputs and scenarios to see how the AI responds.
- Iterate on your project by refining the conversations, improving the AI’s responses, and enhancing the overall user experience.
Conclusion
Congratulations! You have successfully set up and integrated the ChatGPT API into your Unity project. Now you can create interactive conversational AI experiences using the power of OpenAI’s language model. Remember to experiment, iterate, and have fun while building your AI-powered Unity project!
Setting up Unity Environment
In order to integrate ChatGPT API into Unity, you need to follow a few steps to set up your Unity environment:
Step 1: Install Unity
First, you need to install the Unity software. You can download it from the official Unity website (https://unity.com/). Make sure to choose the appropriate version for your operating system.
Step 2: Create a New Unity Project
Once Unity is installed, open it and create a new project. Choose a name and location for your project and select the desired template. You can choose any template that suits your needs.
Step 3: Import ChatGPT API Package
Next, you need to import the ChatGPT API package into your Unity project. You can download the package from the OpenAI GitHub repository or use the package manager. To import the package using the package manager, follow these steps:
- Open the Unity editor and navigate to the “Window” menu.
- Select “Package Manager” to open the package manager window.
- Click on the “+” button at the top left corner of the package manager window.
- Choose “Add package from git URL” option.
- Enter the URL of the ChatGPT API package: https://github.com/openai/openai-unity.git
- Click on the “Add” button to import the package into your project.
Step 4: Configure API Credentials
Before you can use the ChatGPT API, you need to configure your API credentials. Open the “Unity Editor” and navigate to “Edit” -> “Project Settings” -> “Player”. In the Inspector window, find the “Configuration” section and click on the “Open Config” button. This will open a JSON file where you can enter your API credentials.
Within the JSON file, locate the “openai” section and enter your API key and model ID:
“openai”:
“api_key”: “YOUR_API_KEY”,
“model_id”: “YOUR_MODEL_ID”
Replace “YOUR_API_KEY” with your actual API key and “YOUR_MODEL_ID” with the ID of the ChatGPT model you want to use.
Step 5: Use the ChatGPT API in Unity
Now that you have set up your Unity environment and configured the API credentials, you can start using the ChatGPT API in your Unity project. You can make API calls to generate responses from the ChatGPT model and integrate them into your interactive conversational AI experience.
Refer to the OpenAI documentation for details on how to make API calls and handle responses using the ChatGPT API in Unity.
Obtaining ChatGPT API Key
In order to integrate ChatGPT API into Unity, you will need to obtain an API key. The API key is a unique identifier that allows you to authenticate and make requests to the ChatGPT API.
Here are the steps to obtain your ChatGPT API key:
- Go to the OpenAI website at https://www.openai.com.
- If you don’t have an OpenAI account, sign up for one by clicking on the “Get started” button and following the registration process.
- Once you have an OpenAI account and are logged in, navigate to the API page by clicking on the “API” link in the top navigation bar.
- On the API page, you will find information about the ChatGPT API, including its capabilities and pricing details.
- Scroll down to the “Create API Key” section and click on the “Create” button.
- A dialog box will appear with your newly generated API key. Make sure to copy this key and keep it secure, as it will be required to authenticate your requests.
With your ChatGPT API key in hand, you are now ready to integrate ChatGPT into your Unity project and start interacting with the powerful conversational AI capabilities it offers.
Integrating ChatGPT API
Integrating the ChatGPT API into Unity can be a powerful tool for creating interactive conversational AI experiences. By leveraging the capabilities of ChatGPT, developers can enable their Unity applications to have engaging conversations with users, opening up new possibilities for interactive gameplay, virtual assistants, and more.
Getting Started
To integrate ChatGPT API into Unity, follow these steps:
- Sign up for an API key from OpenAI and make note of it.
- Create a new Unity project or open an existing one.
- Download and import the UnityWebRequest package.
- Create a new C# script to handle the API integration.
- In the script, use UnityWebRequest to send a POST request to the ChatGPT API endpoint.
- Pass your API key and the conversation data as parameters in the request.
- Handle the response from the API to extract the generated message.
Constructing the Conversation
The conversation data is an essential part of using ChatGPT API. It consists of a series of messages exchanged between the user and the AI model. Each message has two properties: ‘role’ and ‘content’. The ‘role’ can be ‘system’, ‘user’, or ‘assistant’, and the ‘content’ contains the text of the message.
Here’s an example of how to structure a conversation:
[“role”: “system”, “content”: “You are a helpful assistant.”,
“role”: “user”, “content”: “What’s the weather like today?”,
“role”: “assistant”, “content”: “I’m not sure. Would you like me to look it up for you?”
]
Sending a Request to the API
Once you have constructed the conversation data, you can send a request to the ChatGPT API endpoint. Use UnityWebRequest to create a POST request and pass the API key and the conversation data as parameters.
string apiKey = “YOUR_API_KEY”;
string url = “https://api.openai.com/v1/chat/completions”;
string conversation = “[YOUR_CONVERSATION_DATA]”;
UnityWebRequest request = UnityWebRequest.Post(url, conversation);
request.SetRequestHeader(“Authorization”, “Bearer ” + apiKey);
yield return request.SendWebRequest();
if (request.isNetworkError || request.isHttpError)
Debug.LogError(request.error);
else
string response = request.downloadHandler.text;
// Handle the response
Handling the Response
The API response contains the generated message from the assistant. Parse the response to extract the assistant’s reply and use it in your Unity application.
// Assuming the response is in JSON format
JSONObject jsonResponse = new JSONObject(response);
string assistantReply = jsonResponse[“choices”][0][“message”][“content”].ToString();
// Use the assistantReply in your application
Using the Assistant’s Reply in Unity
Once you have obtained the assistant’s reply, you can use it in your Unity application. Depending on your use case, you might display the reply as a text response, trigger a specific action, or incorporate it into a larger conversational flow.
For example, you could display the assistant’s reply in a text box:
assistantTextBox.text = assistantReply;
Or trigger a specific action based on the assistant’s response:
if (assistantReply == “open door”)
doorObject.Open();
These are just a few examples, and the possibilities are endless depending on the requirements of your Unity project.
Conclusion
Integrating ChatGPT API into Unity can enhance your application’s interactivity and create engaging conversational experiences. By following the steps outlined in this guide, you can leverage the power of ChatGPT to enable interactive conversations with the assistant, opening up new possibilities for your Unity projects.
Implementing API Calls in Unity
Integrating ChatGPT API into Unity allows you to create interactive conversational AI experiences within your game. To implement API calls in Unity, you need to follow these steps:
- Set up the API key: Obtain your OpenAI API key by creating an account on the OpenAI website. This key will be used to authenticate your requests to the ChatGPT API.
- Install UnityWebRequest: UnityWebRequest is a class provided by Unity that allows you to send HTTP requests. Ensure that you have the UnityWebRequest package installed and imported into your project.
- Create a function for API calls: Create a function in your Unity script that will handle the API calls. This function will use UnityWebRequest to send a POST request to the ChatGPT API endpoint.
- Prepare the API request: Construct the API request payload, which typically includes the model name, a list of messages, and any additional parameters. You can refer to the OpenAI API documentation for the exact format of the payload.
- Send the API request: Use UnityWebRequest to send the API request to the ChatGPT API endpoint. Set the appropriate headers, including the authorization header with your API key, and the content-type header to indicate that you are sending JSON data.
- Handle the API response: Once the API request is sent, handle the response received from the ChatGPT API. Parse the response JSON to extract the generated message or any other relevant information.
- Implement the conversation flow: Use the generated message from the API response to continue the conversation within your game. Update the UI or trigger game events based on the AI-generated content.
By following these steps, you can seamlessly integrate ChatGPT API calls into Unity and create dynamic and engaging conversational experiences for your players.
Handling Conversational Flow
Introduction
When integrating the ChatGPT API into Unity, it is important to consider how to handle the conversational flow between the user and the AI. This includes managing the user’s input, generating appropriate responses, and creating a seamless and engaging conversation experience.
User Input
One of the key aspects of handling conversational flow is capturing and processing user input. In Unity, this can be done through various input methods such as text input fields, voice recognition, or even gesture recognition. Once the user input is captured, it can be sent to the ChatGPT API for processing.
Generating Responses
After sending the user input to the ChatGPT API, you will receive a response from the AI model. It is important to handle this response in a way that feels natural and coherent within the conversation. Here are a few tips:
- Contextual Understanding: Maintain a context of the conversation history to ensure the AI understands the user’s queries or statements.
- Coherent Responses: Generate responses that make sense in the context of the conversation. Avoid generic or unrelated answers.
- Personality and Tone: Consider adding a personality or tone to the AI’s responses to make the conversation more engaging and interesting.
Managing Conversation State
Keeping track of the conversation state is crucial for creating a seamless conversational flow. This involves storing and updating the conversation history, including both user inputs and AI responses. This history can be stored in a data structure such as a list or a queue.
Handling User Intent and Context Switching
Understanding user intent is important for providing relevant and accurate responses. By analyzing the user’s input, you can determine their intent and respond accordingly. Additionally, handling context switching is essential for smoothly transitioning between different topics within the conversation.
Error Handling
Lastly, it is essential to handle errors gracefully. The AI model might occasionally produce incorrect or nonsensical responses. In such cases, it is important to detect and handle these errors appropriately. This can be done by validating the AI’s response and prompting the user for clarification if needed.
Conclusion
Handling conversational flow is a critical aspect of integrating the ChatGPT API into Unity. By capturing and processing user input, generating coherent responses, managing conversation state, understanding user intent, and handling errors, you can create an interactive and engaging conversational AI experience for your Unity applications.
Enhancing Interactions
Integrating ChatGPT API into Unity opens up a wide range of possibilities for enhancing interactions in your virtual environments. Whether you’re creating a game, a virtual training environment, or an interactive storytelling experience, the conversational AI capabilities of ChatGPT can add depth and realism to your interactions.
1. Natural Language Conversations
With ChatGPT, you can create dynamic and natural language conversations between the user and the virtual characters in your Unity project. Instead of relying on pre-scripted dialogues, you can enable users to ask questions, give commands, or engage in open-ended conversations with the characters.
2. Interactive NPCs
Non-player characters (NPCs) in your Unity project can become more interactive and lifelike with ChatGPT. You can give them the ability to understand and respond to user inputs, making the interactions more engaging and immersive. NPCs can provide information, give hints, or even engage in complex dialogues, creating a more interactive and realistic virtual world.
3. Adaptive Gameplay
By integrating ChatGPT API, you can add adaptive gameplay elements to your Unity project. The virtual characters can adapt their behavior and responses based on the user’s inputs, creating a personalized and dynamic experience. This can lead to more engaging gameplay and a deeper connection between the user and the virtual environment.
4. Natural Language Interface
ChatGPT can be used to create a natural language interface for your Unity project. Instead of relying on traditional input methods like buttons or menus, users can interact with the virtual environment using natural language commands. This opens up new possibilities for intuitive and immersive interactions, especially in virtual reality (VR) or augmented reality (AR) experiences.
5. Personalized Storytelling
With ChatGPT, you can create personalized storytelling experiences in Unity. The virtual characters can adapt their dialogue and narrative based on the user’s choices and actions, creating a unique and customized story for each user. This level of personalization can greatly enhance the immersion and replayability of narrative-driven experiences.
Overall, integrating ChatGPT API into Unity empowers developers to create more interactive, immersive, and dynamic experiences. By leveraging the power of conversational AI, you can enhance the interactions in your virtual environments and create truly engaging and lifelike experiences for your users.
ChatGPT API Unity Integration Guide
What is the ChatGPT API?
The ChatGPT API is an interface that allows developers to integrate OpenAI’s ChatGPT model into their applications, enabling interactive and dynamic conversational AI experiences.
How can I use the ChatGPT API in Unity?
To use the ChatGPT API in Unity, you can make API calls from your Unity scripts using the appropriate HTTP requests. OpenAI provides a Unity package that simplifies this integration process.
Can I customize the behavior of the ChatGPT model in Unity?
Yes, you can customize the behavior of the ChatGPT model in Unity by providing appropriate instructions and context to guide the conversation. You can experiment with different prompts and system messages to achieve the desired conversational experience.
What are some potential use cases for integrating ChatGPT API into Unity?
Integrating ChatGPT API into Unity opens up various possibilities for interactive conversational AI experiences. Some potential use cases include creating virtual characters with natural language understanding, building interactive storytelling or role-playing games, and designing virtual assistants or chatbot-like interfaces within Unity applications.
Is the ChatGPT API free to use?
No, the ChatGPT API is not free to use. It has its own separate cost, which you can find detailed pricing information about on the OpenAI website.
Is there a limit to the number of API requests I can make to the ChatGPT API?
Yes, there are rate limits on the number of API requests you can make to the ChatGPT API. The exact limits depend on your subscription plan and can be found in the OpenAI API documentation.
Can I use the ChatGPT API in other game development engines besides Unity?
Yes, you can use the ChatGPT API in other game development engines besides Unity. The API is agnostic to the game engine being used, and as long as you can make HTTP requests from your engine, you should be able to integrate the ChatGPT API into your application.
Are there any limitations to be aware of when using the ChatGPT API in Unity?
Yes, there are a few limitations to be aware of when using the ChatGPT API in Unity. The API has response time limits, and conversations that exceed these limits may be cut off. Additionally, the API has usage limits, and exceeding these limits may lead to additional charges. It’s important to review the OpenAI API documentation for full details on these limitations.
What is ChatGPT API?
ChatGPT API is a tool created by OpenAI that allows developers to integrate ChatGPT into their own applications, products, or services. It enables interactive and dynamic conversations with the language model.
Can ChatGPT API be used in Unity?
Yes, ChatGPT API can be used in Unity. OpenAI provides a Unity SDK that makes it easy to integrate ChatGPT into Unity projects, allowing developers to create interactive conversational AI experiences within their games or applications.
How can I integrate ChatGPT API into Unity?
To integrate ChatGPT API into Unity, you can use the OpenAI Unity SDK. The SDK provides a set of tools and scripts that handle the communication between Unity and the ChatGPT API. It simplifies the process of sending and receiving messages to and from the language model.
What are the benefits of integrating ChatGPT API into Unity?
Integrating ChatGPT API into Unity brings the power of conversational AI to your Unity projects. It allows you to create interactive characters, NPCs, or virtual assistants that can engage in dynamic conversations with players. This adds a new level of immersion and interactivity to your games or applications.
Can ChatGPT API handle complex conversations?
Yes, ChatGPT API is designed to handle complex conversations. It supports multi-turn conversations, allowing you to maintain context and have back-and-forth interactions with the language model. You can send a series of messages as input and receive a response that takes into account the entire conversation history.
Are there any limitations or restrictions when using ChatGPT API in Unity?
Yes, there are some limitations when using ChatGPT API in Unity. The API has usage limits and rate limits, which means there are constraints on the number of requests you can make within a certain time period. Additionally, the API does not support certain types of content, such as illegal content or content that violates OpenAI’s usage policies.
Is ChatGPT API suitable for real-time conversations in Unity games?
ChatGPT API can be used for real-time conversations in Unity games, but it’s important to consider the API’s rate limits and response times. If your game requires fast and immediate responses, you may need to implement some optimizations, such as caching or pre-generating responses, to ensure a smooth user experience.
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