completed endpoint for /completion using llama3-8b-8192 and finished ingredient parser
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parent
607bc8002e
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3ac5abab1b
33
app.js
33
app.js
@ -7,13 +7,44 @@ const port = 3000;
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const upload = multer({ dest: 'uploads/' });
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const GROQ_API_KEY = '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';
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const model = 'llama3-8b-8192';
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app.use(express.static("static"));
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app.use(express.json());
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app.get('/', (req, res) => {
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res.sendFile(__dirname + '/static/index.html');
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res.sendFile(__dirname + '/static/index.html');
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});
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app.post('/completions', async (req, res) => {
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try {
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const query = req.body.query;
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if (!query) {
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return res.status(400).json({ error: 'Prompt is required' });
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}
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const data = {
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messages: [{ role: 'user', content: query }],
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model,
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};
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const config = {
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headers: {
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Authorization: `Bearer ${GROQ_API_KEY}`,
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'Content-Type': 'application/json',
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},
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};
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const response = await axios.post('https://api.groq.com/openai/v1/chat/completions', data, config);
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res.json(response.data);
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} catch (error) {
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console.error(error);
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res.status(500).json({ error: 'Error completing prompt' });
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}
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});
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app.post('/upload', upload.single('image'), async (req, res) => {
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try {
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const image = fs.readFileSync(req.file.path, { encoding: 'base64' });
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@ -6,12 +6,19 @@
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<title>Upload Image</title>
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</head>
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<body>
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<input type="file" id="imageInput" accept="image/*" required> <button onclick="uploadImage()">Upload Image</button>
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<input type="file" id="imageInput" accept="image/*" required=""> <button onclick="uploadImage()">Upload Image</button>
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<br><br>
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<div id="editable-classes"></div>
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<button id="add-class-btn">Add Class</button>
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<div id="suggested-classes"></div>
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<br>
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<button onclick="generateIngredients()">Generate Ingredients</button>
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<script>
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const editableClassesDiv = document.getElementById("editable-classes");
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const suggestedClassesDiv = document.getElementById("suggested-classes");
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const addClassBtn = document.getElementById("add-class-btn");
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const uploadImage = async () => {
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const input = document.getElementById('imageInput');
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const file = input.files[0];
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@ -32,64 +39,31 @@
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console.log(jsonResponse);
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const classes = jsonResponse.predictions;
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// classes[12] = { "class": "fishy fish", "confidence": 0.1 }
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const editableClassesDiv = document.getElementById("editable-classes");
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const suggestedClassesDiv = document.getElementById("suggested-classes");
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const addClassBtn = document.getElementById("add-class-btn");
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// Remove all underscores
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// Create input fields for classes with confidence >= 0.5
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classes.filter((cls) => cls.confidence >= 0.5).forEach((cls) => {
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const inputField = document.createElement("input");
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inputField.type = "text";
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inputField.value = cls.class;
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const closeButton = document.createElement("button");
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closeButton.style.border = "none";
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closeButton.style.background = "transparent";
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closeButton.style.cursor = "pointer";
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closeButton.innerHTML = "x";
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closeButton.addEventListener("click", () => {
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editableClassesDiv.removeChild(inputField);
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editableClassesDiv.removeChild(br);
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editableClassesDiv.removeChild(closeButton);
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});
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editableClassesDiv.appendChild(closeButton);
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editableClassesDiv.appendChild(inputField);
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const br = document.createElement("br");
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editableClassesDiv.appendChild(br);
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classes.forEach(str => {
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str.class = str.class.replace(/_/g, ' ');
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});
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// Create input fields for classes with confidence >= 0.5
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classes.filter((cls) => cls.confidence >= 0.5).forEach((cls) => {
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addInputField(cls.class);
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});
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// Create buttons for classes with confidence < 0.5
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classes.filter((cls) => cls.confidence < 0.5).forEach((cls) => {
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const button = document.createElement("button");
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button.textContent = cls.class;
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button.onclick = () => {
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const inputField = document.createElement("input");
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inputField.type = "text";
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inputField.value = cls.class;
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editableClassesDiv.appendChild(inputField);
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button.remove();
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};
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suggestedClassesDiv.appendChild(button);
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addSuggestion(cls.class);
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});
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addSuggestion("salt and pepper");
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// Add event listener to "Add Class" button
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addClassBtn.onclick = () => {
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const inputField = document.createElement("input");
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inputField.type = "text";
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editableClassesDiv.appendChild(inputField);
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addInputField("");
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};
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} catch ( exception) {
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@ -97,6 +71,85 @@
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}
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};
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function addInputField(content) {
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const inputField = document.createElement("input");
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inputField.type = "text";
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inputField.value = content;
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const closeButton = document.createElement("button");
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closeButton.style.border = "none";
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closeButton.style.background = "transparent";
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closeButton.style.cursor = "pointer";
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closeButton.innerHTML = "x";
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closeButton.addEventListener("click", () => {
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editableClassesDiv.removeChild(inputField);
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editableClassesDiv.removeChild(br);
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editableClassesDiv.removeChild(closeButton);
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});
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editableClassesDiv.appendChild(inputField);
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editableClassesDiv.appendChild(closeButton);
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const br = document.createElement("br");
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editableClassesDiv.appendChild(br);
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}
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function addSuggestion(content) {
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const button = document.createElement("button");
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button.textContent = content;
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button.onclick = () => {
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addInputField(content);
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button.remove();
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};
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suggestedClassesDiv.appendChild(button);
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}
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async function createInference(query) {
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try {
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const response = await fetch("/completions", {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json'
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},
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body: JSON.stringify({ query })
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});
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if (!response.ok) {
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throw new Error(`HTTP error! status: ${response.status}`);
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}
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const data = await response.json();
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const content = data.choices[0].message.content;
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return `<p>${content}</p>`;
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} catch (error) {
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return `<p>Error: ${error.message}</p>`;
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}
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}
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async function generateIngredients() {
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// Get all input elements inside the div
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const inputs = editableClassesDiv.querySelectorAll("input");
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// Initialize an empty string to hold the input values
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let values = "";
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// Check if there are any input elements
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if (inputs.length === 0) {
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return; // Exit the function silently if there are no input elements
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}
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// Loop through the input elements and add their values to the string
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inputs.forEach((input) => {
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if (values !== "") {
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values += ", ";
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}
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values += input.value;
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});
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// Alert the input values
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alert(values);
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}
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</script>
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</body>
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</html>
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