Notes from getting a Rongta RP820 (80mm thermal, Ethernet) working from Python over the network. Everything is marked by how well it is known, because good documentation for this model is hard to find.
| #!/usr/bin/env bash | |
| # Cross-runtime check: do llama.cpp/Metal nomic vectors agree with the ONNX | |
| # vectors grans stored on Windows? Input: xrt-sample.jsonl (one JSON object per | |
| # line with "text", "vector", optional "tokens"/"id"). | |
| # Usage: bash nomic-xrt-compare.sh xrt-sample.jsonl | |
| set -euo pipefail | |
| SAMPLE="${1:?path to xrt-sample.jsonl}" | |
| MODEL_DIR="${MODEL_DIR:-$HOME/.cache/nomic-gguf}" | |
| WORK="$(mktemp -d)" | |
| SEP='<#sep#>' |
| #!/usr/bin/env bash | |
| # Metal vs CPU throughput for nomic-embed-text-v1.5 on Apple Silicon via llama.cpp. | |
| # Usage: bash nomic-metal-bench.sh | |
| set -euo pipefail | |
| MODEL_DIR="${MODEL_DIR:-$HOME/.cache/nomic-gguf}" | |
| MODEL="$MODEL_DIR/nomic-embed-text-v1.5.f16.gguf" | |
| URL="https://huggingface.co/nomic-ai/nomic-embed-text-v1.5-GGUF/resolve/main/nomic-embed-text-v1.5.f16.gguf" | |
| if ! command -v llama-bench >/dev/null; then |
These are undocumented endpoints used by the Cursor dashboard at
https://cursor.com/dashboard/usage. They are not part of any public API and
may change or break without notice.
All endpoints use cookie-based session authentication. Requests without
valid session cookies receive a 401 {"error": "not_authenticated"} response.
| # models.py | |
| from django.db import models | |
| class User(models.Model): | |
| # Old field (blue version) | |
| name = models.CharField(max_length=100) | |
| # New fields (green version) | |
| first_name = models.CharField(max_length=50, null=True, blank=True) |
| """ | |
| Encrypted field for Django for encrypting data at rest. | |
| Inspired by: https://scottarc.blog/2024/06/02/encryption-at-rest-whose-threat-model-is-it-anyway/ | |
| """ | |
| import base64 | |
| import os | |
| from django.db import models | |
| from cryptography.hazmat.primitives.ciphers.aead import AESGCM |
| import ast | |
| import inspect | |
| from pathlib import Path | |
| from django.apps import apps | |
| from django.conf import settings | |
| from django.core.checks import Error, register, Tags | |
| from .models import UniversalBaseModel | |
| @register(Tags.models) |
| frofrom typing import Union | |
| from filetype.types import application, archive, audio, document, font, image, video | |
| ImageFileType = Union[ | |
| image.Dwg, | |
| image.Xcf, | |
| image.Jpeg, | |
| image.Jpx, | |
| image.Apng, |
| { | |
| "manifest_version": 3, | |
| "name": "Superpower ChatGPT", | |
| "version": "5.1.2", | |
| "key": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAzG6ZR+j3lpHF0XrDLIXdrk25idObfq+RK7WM+pIaQmDO2nM5Y+SZJJbFwyxjWX+3V6XOgS5v9Lpnqg46OJ/W9Q5i23Usx1MXgaJBTlEFz0XG+PYK6BElhc9itS7m6oCLknin97a533tusXmm8zW7kaDGy8vycMDY6Ffbqa3sn0PqZ8bXUlAjgO91dQcB8EtlT906hwhZjtfEYvp2hdxYkRFxfuaR1WMLkxttVXv506RXJowxq0LO3aqj83QeJoXkQF1wbzCxYO1VpVGEmYIQxIKw/csusZNZs8gwJrIWtOzhMgDNOFzXNeZl0ASgoj2M9UsZp+Dunn57VT8tQyaE6QIDAQAB", | |
| "description": "ChatGPT with superpowers! Sync/search history locally, create folders, export all chats, pin messages, access thousands of prompts", | |
| "icons": { | |
| "16": "images/icon-16.png", | |
| "32": "images/icon-32.png", | |
| "48": "images/icon-48.png", |