mirror of
https://github.com/open-webui/open-webui
synced 2024-11-16 05:24:02 +00:00
feat: gguf upload
This commit is contained in:
Timothy J. Baek
parent
6ea9f6e198
commit
e539cf5c28
4
backend/.gitignore
vendored
4
backend/.gitignore
vendored
@ -1,2 +1,4 @@
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__pycache__
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.env
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.env
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_old
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uploads
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@ -1,7 +1,7 @@
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from fastapi import FastAPI, Request, Depends, HTTPException
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from fastapi.middleware.cors import CORSMiddleware
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from apps.web.routers import auths, users
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from apps.web.routers import auths, users, utils
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from config import WEBUI_VERSION, WEBUI_AUTH
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app = FastAPI()
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@ -19,6 +19,7 @@ app.add_middleware(
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app.include_router(auths.router, prefix="/auths", tags=["auths"])
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app.include_router(users.router, prefix="/users", tags=["users"])
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app.include_router(utils.router, prefix="/utils", tags=["utils"])
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@app.get("/")
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78
backend/apps/web/routers/utils.py
Normal file
78
backend/apps/web/routers/utils.py
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@ -0,0 +1,78 @@
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from fastapi import APIRouter, UploadFile, File, BackgroundTasks
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from fastapi import Depends, HTTPException, status
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from starlette.responses import StreamingResponse
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from pydantic import BaseModel
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from utils.misc import calculate_sha256
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import requests
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import os
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import asyncio
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import json
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from config import OLLAMA_API_BASE_URL
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router = APIRouter()
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class UploadBlobForm(BaseModel):
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filename: str
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@router.post("/upload")
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async def upload(file: UploadFile = File(...)):
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os.makedirs("./uploads", exist_ok=True)
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file_path = os.path.join("./uploads", file.filename)
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def file_write_stream():
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total = 0
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total_size = file.size
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chunk_size = 1024 * 1024
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done = False
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try:
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with open(file_path, "wb") as f:
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while True:
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chunk = file.file.read(chunk_size)
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if not chunk:
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break
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f.write(chunk)
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total += len(chunk)
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done = total_size == total
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res = {
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"total": total_size,
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"uploaded": total,
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}
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yield f"data: {json.dumps(res)}\n\n"
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if done:
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with open(file_path, "rb") as f:
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hashed = calculate_sha256(f)
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f.seek(0)
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file_data = f.read()
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url = f"{OLLAMA_API_BASE_URL}/blobs/sha256:{hashed}"
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response = requests.post(url, data=file_data)
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if response.ok:
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res = {
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"done": done,
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"blob": f"sha256:{hashed}",
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}
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os.remove(file_path)
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yield f"data: {json.dumps(res)}\n\n"
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else:
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raise "Ollama: Could not create blob, Please try again."
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except Exception as e:
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res = {"error": str(e)}
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yield f"data: {json.dumps(res)}\n\n"
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return StreamingResponse(file_write_stream(), media_type="text/event-stream")
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@ -13,3 +13,11 @@ def get_gravatar_url(email):
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# Grab the actual image URL
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return f"https://www.gravatar.com/avatar/{hash_hex}?d=mp"
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def calculate_sha256(file):
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sha256 = hashlib.sha256()
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# Read the file in chunks to efficiently handle large files
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for chunk in iter(lambda: file.read(8192), b""):
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sha256.update(chunk)
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return sha256.hexdigest()
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@ -1,12 +1,18 @@
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<script lang="ts">
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import Modal from '../common/Modal.svelte';
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import { WEB_UI_VERSION, OLLAMA_API_BASE_URL } from '$lib/constants';
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import {
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WEB_UI_VERSION,
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OLLAMA_API_BASE_URL,
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WEBUI_API_BASE_URL,
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WEBUI_BASE_URL
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} from '$lib/constants';
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import toast from 'svelte-french-toast';
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import { onMount } from 'svelte';
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import { config, info, models, settings, user } from '$lib/stores';
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import { splitStream, getGravatarURL } from '$lib/utils';
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import Advanced from './Settings/Advanced.svelte';
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import { stringify } from 'postcss';
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export let show = false;
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@ -45,6 +51,10 @@
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// Models
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let modelTag = '';
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let modelInputFile = '';
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let modelInputFileBlob = '';
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let modelFileContent = `TEMPLATE """{{ .System }}\nUSER: {{ .Prompt }}\nASSSISTANT: """\nPARAMETER num_ctx 4096\nPARAMETER stop "</s>"\nPARAMETER stop "USER:"\nPARAMETER stop "ASSSISTANT:"`;
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let deleteModelTag = '';
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let digest = '';
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let pullProgress = null;
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@ -220,6 +230,170 @@
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models.set(await getModels());
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};
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const calculateSHA256 = async (file) => {
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console.log(file);
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// Create a FileReader to read the file asynchronously
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const reader = new FileReader();
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// Define a promise to handle the file reading
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const readFile = new Promise((resolve, reject) => {
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reader.onload = () => resolve(reader.result);
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reader.onerror = reject;
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});
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// Read the file as an ArrayBuffer
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reader.readAsArrayBuffer(file);
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try {
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// Wait for the FileReader to finish reading the file
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const buffer = await readFile;
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// Convert the ArrayBuffer to a Uint8Array
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const uint8Array = new Uint8Array(buffer);
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// Calculate the SHA-256 hash using Web Crypto API
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const hashBuffer = await crypto.subtle.digest('SHA-256', uint8Array);
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// Convert the hash to a hexadecimal string
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const hashArray = Array.from(new Uint8Array(hashBuffer));
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const hashHex = hashArray.map((byte) => byte.toString(16).padStart(2, '0')).join('');
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return `sha256:${hashHex}`;
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} catch (error) {
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console.error('Error calculating SHA-256 hash:', error);
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throw error;
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}
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};
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const uploadModelHandler = async () => {
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const file = modelInputFile[0];
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const formData = new FormData();
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formData.append('file', file);
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let uploaded = false;
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const res = await fetch(`${WEBUI_API_BASE_URL}/utils/upload`, {
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method: 'POST',
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headers: {
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...($settings.authHeader && { Authorization: $settings.authHeader }),
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...($user && { Authorization: `Bearer ${localStorage.token}` })
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},
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body: formData
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}).catch((error) => {
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console.log(error);
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return null;
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});
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if (res && res.ok) {
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const reader = res.body
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.pipeThrough(new TextDecoderStream())
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.pipeThrough(splitStream('\n'))
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.getReader();
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while (true) {
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const { value, done } = await reader.read();
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if (done) break;
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try {
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let lines = value.split('\n');
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for (const line of lines) {
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if (line !== '') {
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let data = JSON.parse(line.replace(/^data: /, ''));
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console.log(data);
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if (data.error) {
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throw data.error;
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}
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if (data.done) {
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modelInputFileBlob = data.blob;
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uploaded = true;
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}
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}
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}
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} catch (error) {
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console.log(error);
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}
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}
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}
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if (uploaded) {
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const res = await fetch(`${$settings?.API_BASE_URL ?? OLLAMA_API_BASE_URL}/create`, {
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method: 'POST',
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headers: {
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'Content-Type': 'text/event-stream',
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...($settings.authHeader && { Authorization: $settings.authHeader }),
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...($user && { Authorization: `Bearer ${localStorage.token}` })
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},
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body: JSON.stringify({
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name: `${file.name}:latest`,
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modelfile: `FROM @${modelInputFileBlob}\n${modelFileContent}`
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})
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}).catch((err) => {
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console.log(err);
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return null;
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});
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if (res && res.ok) {
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const reader = res.body
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.pipeThrough(new TextDecoderStream())
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.pipeThrough(splitStream('\n'))
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.getReader();
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while (true) {
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const { value, done } = await reader.read();
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if (done) break;
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try {
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let lines = value.split('\n');
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for (const line of lines) {
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if (line !== '') {
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console.log(line);
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let data = JSON.parse(line);
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console.log(data);
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if (data.error) {
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throw data.error;
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}
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if (data.detail) {
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throw data.detail;
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}
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if (data.status) {
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if (
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!data.digest &&
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!data.status.includes('writing') &&
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!data.status.includes('sha256')
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) {
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toast.success(data.status);
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} else {
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if (data.digest) {
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digest = data.digest;
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if (data.completed) {
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pullProgress = Math.round((data.completed / data.total) * 1000) / 10;
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} else {
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pullProgress = 100;
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}
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}
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}
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}
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}
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}
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} catch (error) {
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console.log(error);
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toast.error(error);
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}
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}
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}
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}
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modelTag = '';
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models.set(await getModels());
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};
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const deleteModelHandler = async () => {
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const res = await fetch(`${API_BASE_URL}/delete`, {
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method: 'DELETE',
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@ -790,104 +964,201 @@
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</div>
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</div>
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{:else if selectedTab === 'models'}
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<div class="flex flex-col space-y-3 text-sm mb-10">
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<div>
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<div class=" mb-2.5 text-sm font-medium">Pull a model</div>
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<div class="flex w-full">
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<div class="flex-1 mr-2">
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<input
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class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
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placeholder="Enter model tag (e.g. mistral:7b)"
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bind:value={modelTag}
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/>
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</div>
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<button
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class="px-3 text-gray-100 bg-emerald-600 hover:bg-emerald-700 rounded transition"
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on:click={() => {
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pullModelHandler();
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}}
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>
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<svg
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xmlns="http://www.w3.org/2000/svg"
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viewBox="0 0 20 20"
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fill="currentColor"
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class="w-4 h-4"
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<div class="flex flex-col h-full justify-between text-sm">
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<div class=" space-y-3 pr-1.5 overflow-y-scroll h-80">
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<div>
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<div class=" mb-2.5 text-sm font-medium">Pull a model from Ollama.ai</div>
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<div class="flex w-full">
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<div class="flex-1 mr-2">
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<input
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class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
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placeholder="Enter model tag (e.g. mistral:7b)"
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bind:value={modelTag}
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/>
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</div>
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<button
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class="px-3 text-gray-100 bg-emerald-600 hover:bg-emerald-700 rounded transition"
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on:click={() => {
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pullModelHandler();
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}}
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>
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<path
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d="M10.75 2.75a.75.75 0 00-1.5 0v8.614L6.295 8.235a.75.75 0 10-1.09 1.03l4.25 4.5a.75.75 0 001.09 0l4.25-4.5a.75.75 0 00-1.09-1.03l-2.955 3.129V2.75z"
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/>
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<path
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d="M3.5 12.75a.75.75 0 00-1.5 0v2.5A2.75 2.75 0 004.75 18h10.5A2.75 2.75 0 0018 15.25v-2.5a.75.75 0 00-1.5 0v2.5c0 .69-.56 1.25-1.25 1.25H4.75c-.69 0-1.25-.56-1.25-1.25v-2.5z"
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/>
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</svg>
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</button>
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</div>
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<div class="mt-2 text-xs text-gray-400 dark:text-gray-500">
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To access the available model names for downloading, <a
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class=" text-gray-500 dark:text-gray-300 font-medium"
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href="https://ollama.ai/library"
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target="_blank">click here.</a
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>
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</div>
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{#if pullProgress !== null}
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<div class="mt-2">
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<div class=" mb-2 text-xs">Pull Progress</div>
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<div class="w-full rounded-full dark:bg-gray-800">
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<div
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class="dark:bg-gray-600 text-xs font-medium text-blue-100 text-center p-0.5 leading-none rounded-full"
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style="width: {Math.max(15, pullProgress ?? 0)}%"
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<svg
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xmlns="http://www.w3.org/2000/svg"
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viewBox="0 0 16 16"
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fill="currentColor"
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class="w-4 h-4"
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>
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{pullProgress ?? 0}%
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<path
|
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d="M8.75 2.75a.75.75 0 0 0-1.5 0v5.69L5.03 6.22a.75.75 0 0 0-1.06 1.06l3.5 3.5a.75.75 0 0 0 1.06 0l3.5-3.5a.75.75 0 0 0-1.06-1.06L8.75 8.44V2.75Z"
|
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/>
|
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<path
|
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d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
|
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/>
|
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</svg>
|
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</button>
|
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</div>
|
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|
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<div class="mt-2 text-xs text-gray-400 dark:text-gray-500">
|
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To access the available model names for downloading, <a
|
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class=" text-gray-500 dark:text-gray-300 font-medium"
|
||||
href="https://ollama.ai/library"
|
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target="_blank">click here.</a
|
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>
|
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</div>
|
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|
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{#if pullProgress !== null}
|
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<div class="mt-2">
|
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<div class=" mb-2 text-xs">Pull Progress</div>
|
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<div class="w-full rounded-full dark:bg-gray-800">
|
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<div
|
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class="dark:bg-gray-600 text-xs font-medium text-blue-100 text-center p-0.5 leading-none rounded-full"
|
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style="width: {Math.max(15, pullProgress ?? 0)}%"
|
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>
|
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{pullProgress ?? 0}%
|
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</div>
|
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</div>
|
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<div class="mt-1 text-xs dark:text-gray-500" style="font-size: 0.5rem;">
|
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{digest}
|
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</div>
|
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</div>
|
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<div class="mt-1 text-xs dark:text-gray-500" style="font-size: 0.5rem;">
|
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{digest}
|
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</div>
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</div>
|
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{/if}
|
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</div>
|
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<hr class=" dark:border-gray-700" />
|
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{/if}
|
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</div>
|
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<hr class=" dark:border-gray-700" />
|
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|
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<div>
|
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<div class=" mb-2.5 text-sm font-medium">Delete a model</div>
|
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<div class="flex w-full">
|
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<div class="flex-1 mr-2">
|
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<select
|
||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
||||
bind:value={deleteModelTag}
|
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placeholder="Select a model"
|
||||
>
|
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{#if !deleteModelTag}
|
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<option value="" disabled selected>Select a model</option>
|
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{/if}
|
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{#each $models.filter((m) => m.size != null) as model}
|
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<option value={model.name} class="bg-gray-100 dark:bg-gray-700"
|
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>{model.name + ' (' + (model.size / 1024 ** 3).toFixed(1) + ' GB)'}</option
|
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>
|
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{/each}
|
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</select>
|
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</div>
|
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<button
|
||||
class="px-3 bg-red-700 hover:bg-red-800 text-gray-100 rounded transition"
|
||||
on:click={() => {
|
||||
deleteModelHandler();
|
||||
}}
|
||||
>
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
viewBox="0 0 20 20"
|
||||
fill="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
fill-rule="evenodd"
|
||||
d="M8.75 1A2.75 2.75 0 006 3.75v.443c-.795.077-1.584.176-2.365.298a.75.75 0 10.23 1.482l.149-.022.841 10.518A2.75 2.75 0 007.596 19h4.807a2.75 2.75 0 002.742-2.53l.841-10.52.149.023a.75.75 0 00.23-1.482A41.03 41.03 0 0014 4.193V3.75A2.75 2.75 0 0011.25 1h-2.5zM10 4c.84 0 1.673.025 2.5.075V3.75c0-.69-.56-1.25-1.25-1.25h-2.5c-.69 0-1.25.56-1.25 1.25v.325C8.327 4.025 9.16 4 10 4zM8.58 7.72a.75.75 0 00-1.5.06l.3 7.5a.75.75 0 101.5-.06l-.3-7.5zm4.34.06a.75.75 0 10-1.5-.06l-.3 7.5a.75.75 0 101.5.06l.3-7.5z"
|
||||
clip-rule="evenodd"
|
||||
<div>
|
||||
<div class=" mb-2.5 text-sm font-medium">Upload a GGUF model</div>
|
||||
<div class="flex w-full mb-1.5">
|
||||
<div class="flex-1 {modelInputFile && modelInputFile.length > 0 ? 'mr-2' : ''}">
|
||||
<input
|
||||
id="model-upload-input"
|
||||
type="file"
|
||||
bind:files={modelInputFile}
|
||||
on:change={() => {
|
||||
console.log(modelInputFile);
|
||||
}}
|
||||
hidden
|
||||
/>
|
||||
</svg>
|
||||
</button>
|
||||
|
||||
<button
|
||||
type="button"
|
||||
class="w-full rounded text-left py-2 px-4 dark:text-gray-300 dark:bg-gray-800"
|
||||
on:click={() => {
|
||||
document.getElementById('model-upload-input').click();
|
||||
}}
|
||||
>
|
||||
{#if modelInputFile && modelInputFile.length > 0}
|
||||
{modelInputFile[0].name}
|
||||
{:else}
|
||||
Click here to select
|
||||
{/if}
|
||||
</button>
|
||||
</div>
|
||||
|
||||
{#if modelInputFile && modelInputFile.length > 0}
|
||||
<button
|
||||
class="px-3 text-gray-100 bg-emerald-600 hover:bg-emerald-700 rounded transition"
|
||||
on:click={() => {
|
||||
uploadModelHandler();
|
||||
}}
|
||||
>
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
viewBox="0 0 16 16"
|
||||
fill="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
d="M7.25 10.25a.75.75 0 0 0 1.5 0V4.56l2.22 2.22a.75.75 0 1 0 1.06-1.06l-3.5-3.5a.75.75 0 0 0-1.06 0l-3.5 3.5a.75.75 0 0 0 1.06 1.06l2.22-2.22v5.69Z"
|
||||
/>
|
||||
<path
|
||||
d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
|
||||
/>
|
||||
</svg>
|
||||
</button>
|
||||
{/if}
|
||||
</div>
|
||||
|
||||
{#if modelInputFile && modelInputFile.length > 0}
|
||||
<div>
|
||||
<div>
|
||||
<div class=" my-2.5 text-sm font-medium">Modelfile Content</div>
|
||||
<textarea
|
||||
bind:value={modelFileContent}
|
||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none resize-none"
|
||||
rows="6"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
{/if}
|
||||
<div class=" mt-1 text-xs text-gray-400 dark:text-gray-500">
|
||||
To access the GGUF models available for downloading, <a
|
||||
class=" text-gray-500 dark:text-gray-300 font-medium"
|
||||
href="https://huggingface.co/models?search=gguf"
|
||||
target="_blank">click here.</a
|
||||
>
|
||||
</div>
|
||||
|
||||
{#if pullProgress !== null}
|
||||
<div class="mt-2">
|
||||
<div class=" mb-2 text-xs">Pull Progress</div>
|
||||
<div class="w-full rounded-full dark:bg-gray-800">
|
||||
<div
|
||||
class="dark:bg-gray-600 text-xs font-medium text-blue-100 text-center p-0.5 leading-none rounded-full"
|
||||
style="width: {Math.max(15, pullProgress ?? 0)}%"
|
||||
>
|
||||
{pullProgress ?? 0}%
|
||||
</div>
|
||||
</div>
|
||||
<div class="mt-1 text-xs dark:text-gray-500" style="font-size: 0.5rem;">
|
||||
{digest}
|
||||
</div>
|
||||
</div>
|
||||
{/if}
|
||||
</div>
|
||||
<hr class=" dark:border-gray-700" />
|
||||
|
||||
<div>
|
||||
<div class=" mb-2.5 text-sm font-medium">Delete a model</div>
|
||||
<div class="flex w-full">
|
||||
<div class="flex-1 mr-2">
|
||||
<select
|
||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
||||
bind:value={deleteModelTag}
|
||||
placeholder="Select a model"
|
||||
>
|
||||
{#if !deleteModelTag}
|
||||
<option value="" disabled selected>Select a model</option>
|
||||
{/if}
|
||||
{#each $models.filter((m) => m.size != null) as model}
|
||||
<option value={model.name} class="bg-gray-100 dark:bg-gray-700"
|
||||
>{model.name +
|
||||
' (' +
|
||||
(model.size / 1024 ** 3).toFixed(1) +
|
||||
' GB)'}</option
|
||||
>
|
||||
{/each}
|
||||
</select>
|
||||
</div>
|
||||
<button
|
||||
class="px-3 bg-red-700 hover:bg-red-800 text-gray-100 rounded transition"
|
||||
on:click={() => {
|
||||
deleteModelHandler();
|
||||
}}
|
||||
>
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
viewBox="0 0 16 16"
|
||||
fill="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
fill-rule="evenodd"
|
||||
d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
|
||||
clip-rule="evenodd"
|
||||
/>
|
||||
</svg>
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
@ -8,7 +8,8 @@ export const OLLAMA_API_BASE_URL =
|
||||
: `http://localhost:11434/api`
|
||||
: PUBLIC_API_BASE_URL;
|
||||
|
||||
export const WEBUI_API_BASE_URL = dev ? `http://${location.hostname}:8080/api/v1` : `/api/v1`;
|
||||
export const WEBUI_BASE_URL = dev ? `http://${location.hostname}:8080` : ``;
|
||||
export const WEBUI_API_BASE_URL = `${WEBUI_BASE_URL}/api/v1`;
|
||||
|
||||
export const WEB_UI_VERSION = 'v1.0.0-alpha-static';
|
||||
|
||||
|
||||
Loading…
Reference in New Issue
Block a user