1. Overview
This document talks about how we can integrate chat GPT in Oracle APEX,
OpenAI created ChatGPT, an AI language model. It is a modified version of the GPT (Generative Pretrained Transformer) model architecture designed specifically for the creation of conversational text.
This indicates that it has been trained using a significant amount of text data specifically to produce text responses that are conversational and human-like.
2. Technologies and Tools Used
- Oracle APEX
- PLSQL – REST API
3. Use Case
Chatbots, virtual assistants, and conversational agents can all understand and respond to inputs in natural language with the help of ChatGPT.
It can also be used to generate words for other activities including summarizing, responding to inquiries, and producing content.
4. Architecture
Steps below to integrate CHAT GPT in Oracle APEX
To integrate ChatGPT with Oracle Apex, you can use the OpenAI API to access the language model and use it to generate responses to user inputs in your Oracle Apex application.
Here are the general steps you can follow to do this:
- Sign up for OpenAI API access: You will need to sign up for an API key from OpenAI to use their language model.
- Call the OpenAI API in your Oracle Apex application: You can call the OpenAI API using RESTful web services from within your Oracle Apex application to send user inputs and receive generated text responses from the model.
- Store the responses in your Oracle Apex application: You can store the generated text responses in a database table or in a temporary memory storage in your application.
- Display the responses in your Oracle Apex application: Finally, you can display the generated text responses to the user in a way that is appropriate for your application, such as in a chat window or as part of a form.
It is recommended that you have experience with web services, RESTful APIs, and Oracle Apex to successfully integrate ChatGPT with your application.
Code:
DECLARE
l_url VARCHAR2(1000) := ‘https://api.openai.com/v1/engines/davinci/jobs’;
l_header VARCHAR2(4000) := ‘Content-Type: application/json’ || chr(10) ||
‘Authorization: Bearer <API-KEY>’;
l_body VARCHAR2(4000) := ‘{“prompt”: “What is ChatGPT?”}’;
l_response CLOB;
BEGIN
— Call the OpenAI API
l_response := apex_web_service.make_rest_request(
p_url => l_url,
p_http_method => ‘POST’,
p_body => l_body,
p_header_fields => l_header
);
dbms_output.put_line(l_response );
END;
5. Conclusion
