feat: grade exercise with AI (#296)

* working on the UI of the grading * working on the grading function of the radio and checkboxes * ai grading fully implemented with dummy functions for generating scores * working on the openai response * working on the openai response * finished with the ai_grading * finished with the ai_grading * creating new migration file * working on reviews * updated the translations * improvements --------- Co-authored-by: Rotimi Best <best@classroomio.com>
2024-05-13 19:35:06 +01:00
parent fc8b8e1898
commit e243564113
37 changed files with 688 additions and 150 deletions
@@ -0,0 +1,51 @@
+import { OPENAI_API_KEY } from '$env/static/private';
+import { OpenAIStream, StreamingTextResponse } from 'ai';
+import { Configuration, OpenAIApi } from 'openai-edge';
+
+// Create an OpenAI API client (that's edge friendly!)
+const openAIConfig = new Configuration({
+  apiKey: OPENAI_API_KEY
+});
+const openai = new OpenAIApi(openAIConfig);
+
+// Set the runtime to edge for best performance
+export const config = {
+  runtime: 'edge'
+};
+
+export async function POST({ request }) {
+  const { prompt } = await request.json();
+
+  const response = await openai.createChatCompletion({
+    model: 'gpt-3.5-turbo',
+    messages: [
+      {
+        role: 'system',
+        content:
+          'You are a teaching assistant, you only spit out JSON and nothing else, dont give any explanation.'
+      },
+      {
+        role: 'user',
+        content: `
+        Given this array of objects below, there are 4 keys , id, question, answer and  points. You are required to come up with a score between 0 and the point for each answer provided to the question and a simple explanation for giving that score, you are to return an array of object in json with the following keys; id which is the id provided for that object in the initial array, score which is the value you gave for that question and then your explanation in this format below:
+
+        {
+          id,
+          score,
+          explanation,
+        }
+      
+        IMPORTANT: DO NOT GIVE ANY OTHER TEXT EXCEPT THE JSON
+
+        The array you need to grade is below: 
+        ${prompt}
+        `
+      }
+    ],
+    stream: true
+  });
+
+  const stream = OpenAIStream(response);
+
+  return new StreamingTextResponse(stream);
+}