Leandro Facchinetti leafac

	`node-llama-cpp`	Ollama	`@huggingface/transformers`	Gemini
Download size	491.4MB	397MB	862.1MB	—
Running time	3s	6s	13s	17s
Memory	700MB	458MB	2GB	—
Quality of answer	2	2	0	9

node-llama-cpp: Not good for vector embedding. Good for LLM. Runs in process.
Ollama: Good for vector embedding. Good for LLM. Runs as a separate process.
@huggingface/transformers: Good for vector embedding. Not good for LLM.

https://huggingface.co/Xenova/all-MiniLM-L6-v2
- Old classic
- Quite short context: 256 tokens
https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1
- New for general tasks
https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
- Longer context window
https://huggingface.co/Xenova/bge-base-en-v1.5
- Low latency
https://huggingface.co/Xenova/gte-small

Companies
- Anthropic
- OpenAI
- Anysphere
- Cognition AI
- Codeium
- Sourcegraph
- GitHub
- Google
Continue.dev

Encrypt data at rest
- SQLite database only
  - SQLCipher / @journeyapps/sqlcipher
  - SQLite3 Multiple Ciphers / better-sqlite3-multiple-ciphers
  - No: It’s cumbersome because it requires us to change the SQLite that we use (which happens to be Node.js’s SQLite, so we probably want to keep that simple)
- Directory
  - gocryptfs
    - FUSE
    - Replaces EncFS and ecryptfs
No: Could interact badly with SQLite, because it needs advanced filesystem features including locking, fsync() and so forth

LTI

Documentation

Setting up Ubuntu Cloud virtual machine in macOS with QEMU

Install QEMU:

brew install qemu

Download Ubuntu Cloud:

$ brew uninstall --verbose --debug docker-desktop
/opt/homebrew/Library/Homebrew/brew.rb (Cask::CaskLoader::FromAPILoader): loading docker-desktop
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/lame
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/llhttp
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/libtiff
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/gmp
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/libiconv
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/deno
/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/ffmpeg

	```console
	$ brew uninstall --verbose --debug docker-desktop
	/opt/homebrew/Library/Homebrew/brew.rb (Cask::CaskLoader::FromAPILoader): loading docker-desktop
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/lame
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/llhttp
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/libtiff
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/gmp
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/libiconv
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/deno
	/opt/homebrew/Library/Homebrew/brew.rb (Formulary::FromAPILoader): loading homebrew/core/ffmpeg