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"owner": "nix-systems", + "repo": "default", + "type": "github" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix new file mode 100644 index 00000000..f8b37ee1 --- /dev/null +++ b/flake.nix @@ -0,0 +1,73 @@ +# +# flake.nix - LARQL Nix packaging +# +# Quick Start: +# nix build # Build larql-cli binary +# nix develop # Development shell +# nix flake show # List all outputs +# +# Demo (models fetched via git-lfs, vindexes built at nix-build time): +# nix run .#demo-list # List available models +# nix run .#demo # Walk default model (gemma4-4b) +# nix run .#demo- # Walk a specific model +# nix run .#demo-info # Show GGUF metadata for local models +# nix build .#vindex- # Build a vindex from a model +# +# OCI Containers (Linux only): +# nix build .#container # larql-server image +# nix build .#container-cli # larql CLI image +# docker load < result +# +# See also: ./nix/README.md +# +{ + description = "LARQL - query engine for transformer model weights"; + + inputs = { + nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable"; + flake-utils.url = "github:numtide/flake-utils"; + }; + + outputs = + { + self, + nixpkgs, + flake-utils, + }: + flake-utils.lib.eachDefaultSystem ( + system: + let + nixDir = ./nix; + pkgs = nixpkgs.legacyPackages.${system}; + lib = pkgs.lib; + + # Import modular package definition + larql = import (nixDir + "/package.nix") { inherit pkgs lib; src = self; }; + + # Import OCI container images (Linux only) + containers = lib.optionalAttrs pkgs.stdenv.isLinux ( + import (nixDir + "/container.nix") { inherit pkgs lib larql; } + ); + + # Import demo (model fetch + vindex extraction + apps) + demo = import (nixDir + "/demo.nix") { inherit pkgs lib larql; }; + in + { + packages = { + default = larql; + inherit larql; + } // lib.optionalAttrs pkgs.stdenv.isLinux { + container = containers.server; + container-cli = containers.cli; + } + # Demo packages (model + vindex) + // demo.packages; + + # Demo and utility apps + apps = demo.apps; + + # Import modular development shell + devShells.default = import (nixDir + "/shell.nix") { inherit pkgs lib larql; }; + } + ); +} diff --git a/nix/README.md b/nix/README.md new file mode 100644 index 00000000..039d2ff2 --- /dev/null +++ b/nix/README.md @@ -0,0 +1,391 @@ +# LARQL — Nix Flake Development Environment + +This document explains how to use **Nix** to set up a reproducible development environment for the **LARQL** project. + +## Goals + +The goals of using Nix in this repository are to: +- **Simplify onboarding** — make it easy to get started with LARQL on any Linux or macOS system +- **Improve reproducibility** — ensure consistent build environments across developers (no more "it worked on my machine") +- **Reduce setup friction** — eliminate dependency conflicts and version mismatches (Rust toolchain, OpenBLAS, protobuf, etc.) + +Feedback and pull requests are welcome. If we're missing a tool, please open an issue or PR. See `nix/package.nix` for package definitions and `nix/shell.nix` for development tools. + +--- + +## Table of Contents + +- [LARQL — Nix Flake Development Environment](#larql--nix-flake-development-environment) + - [Goals](#goals) + - [Background](#background) + - [Quick Start](#quick-start) + - [1. Install Nix](#1-install-nix) + - [2. Enter Development Environment](#2-enter-development-environment) + - [3. First Run Considerations](#3-first-run-considerations) + - [4. Build and Test](#4-build-and-test) + - [File Structure](#file-structure) + - [Common Commands](#common-commands) + - [Python Bindings](#python-bindings) + - [Notes](#notes) + - [Troubleshooting](#troubleshooting) + +--- + +## Background + +[Nix](https://nixos.org) is a package manager for Linux and other Unix-like systems that provides **reproducible, isolated** environments. By tracking all dependencies and hashing their content, it ensures every developer uses the same versions of every package. + +### What This Repository Provides + +This repository includes `flake.nix`, `flake.lock`, and modular Nix files in `nix/`: + +- **`flake.nix`** — Main entry point; imports modules from `nix/` and wires up the package and development shell +- **`flake.lock`** — Pins exact versions so all developers use **identical** inputs +- **`nix/package.nix`** — Rust package derivation (`rustPlatform.buildRustPackage`) +- **`nix/shell.nix`** — Development shell configuration (Rust tools, Python, debuggers) +- **`nix/README.md`** — This file + +Running `nix develop` spawns a shell with the correct Rust toolchain, system libraries (OpenBLAS, protobuf, OpenSSL), and development tools configured for you. + +### Current Toolchain Versions + +The Nix development environment provides the following (from nixpkgs unstable): + +| Package | Purpose | +|---------|---------| +| Rust (~1.92) | Compiler and cargo (well above `rust-version = "1.75"` minimum) | +| OpenBLAS | BLAS backend for `ndarray` (Linux) | +| Accelerate | BLAS backend (macOS, via Apple framework) | +| protobuf | gRPC code generation for `larql-server` | +| OpenSSL | TLS for HTTP clients (`reqwest`) | +| rust-analyzer | LSP server for IDE integration | +| clippy / rustfmt | Linting and formatting | +| cargo-watch | Auto-rebuild on file changes | +| Python 3 + pytest + maturin | PyO3 bindings development | + +--- + +## Quick Start + +Install Nix if you don't already have it, then enter the development environment. + +### 1. Install Nix + +Choose **multi-user** (daemon) or **single-user**: + +- **Multi-user install** (recommended on most distros) + [Install Nix (multi-user)](https://nix.dev/manual/nix/2.24/installation/#multi-user) + ```bash + bash <(curl -L https://nixos.org/nix/install) --daemon + ``` + +- **Single-user install** + [Install Nix (single-user)](https://nix.dev/manual/nix/2.24/installation/#single-user) + ```bash + bash <(curl -L https://nixos.org/nix/install) --no-daemon + ``` + +#### Video Tutorials + +| Platform | Video | +|----------|-------| +| Ubuntu | [Installing Nix on Ubuntu](https://youtu.be/cb7BBZLhuUY) | +| Fedora | [Installing Nix on Fedora](https://youtu.be/RvaTxMa4IiY) | + +### 2. Enter Development Environment + +#### Enable Flakes (if needed) + +If you don't have the "flakes" feature enabled, run this command: +```bash +nix --extra-experimental-features 'nix-command flakes' develop . +``` + +To permanently enable the Nix "flakes" feature, update `/etc/nix/nix.conf`: +```bash +test -d /etc/nix || sudo mkdir /etc/nix +echo 'experimental-features = nix-command flakes' | sudo tee -a /etc/nix/nix.conf +``` + +With flakes enabled, simply run: +```bash +nix develop +``` + +See also: [Nix Flakes Wiki](https://nixos.wiki/wiki/flakes) + +### 3. First Run Considerations + +On first execution, Nix will download and build all dependencies, which might take several minutes. On subsequent executions, Nix will reuse the cache in `/nix/store/` and will be essentially instantaneous. + +> **Note:** Nix will not interact with any "system" packages you may already have installed. The Nix versions are isolated and will effectively "disappear" when you exit the development shell. + +### 4. Build and Test + +Once inside the Nix development shell: + +```bash +# Build the larql CLI binary +cargo build --release + +# Run all workspace tests +cargo test + +# Run the full CI check (fmt + clippy + test) +make ci + +# Or build via Nix directly (outside the shell) +nix build +./result/bin/larql --help +``` + +--- + +## Remote Usage (no clone needed) + +Nix flakes can be run directly from GitHub — no need to clone the repository. This is useful for trying out LARQL or running demos on any machine with Nix installed. + +### From the main repository + +Once the Nix flake is merged into `main`: + +```bash +# Build the larql binary +nix build github:chrishayuk/larql + +# Enter the development shell +nix develop github:chrishayuk/larql + +# List available demo models +nix run github:chrishayuk/larql#demo-list + +# Run the default demo (gemma4-4b) +nix run github:chrishayuk/larql#demo + +# Run a specific model demo +nix run github:chrishayuk/larql#demo-tinyllama-1b + +# Launch the interactive REPL with a model +nix run github:chrishayuk/larql#repl + +# Run with a custom prompt +nix run github:chrishayuk/larql#demo-qwen-15b -- "The meaning of life is" +``` + +### From a fork or branch + +Before the PR is merged, you can run from a fork or a specific branch: + +```bash +# From a fork (e.g. randomizedcoder's fork, nix branch) +nix run github:randomizedcoder/larql/nix#demo-list +nix run github:randomizedcoder/larql/nix#repl +nix develop github:randomizedcoder/larql/nix + +# General syntax: github://# +nix run github://#demo +``` + +### Pinning a specific revision + +For reproducibility, you can pin to an exact commit: + +```bash +nix run github:chrishayuk/larql/#demo +``` + +> **Note:** The first run downloads and builds everything from scratch, which may take several minutes. Subsequent runs are cached in `/nix/store/` and are essentially instant. + +--- + +## File Structure + +| File | Purpose | +|------|---------| +| `flake.nix` | Main entry point — imports from `nix/`, defines packages and devShell | +| `flake.lock` | Pins nixpkgs and flake-utils to exact revisions | +| `nix/package.nix` | Rust package derivation: source filtering, native deps (OpenBLAS, protobuf), build flags | +| `nix/shell.nix` | Development shell: inherits build deps + adds Rust tools, Python/maturin, debuggers | +| `nix/banner.nix` | ASCII art banner displayed on `nix develop` | +| `nix/container.nix` | OCI container images for larql-server and larql CLI (Linux only) | +| `nix/models.nix` | Model catalog: HuggingFace models fetched as fixed-output derivations via git-lfs | +| `nix/demo.nix` | Demo apps: per-model vindex extraction and `nix run` targets | +| `nix/patches/use-system-protoc.patch` | Build patch: uses nixpkgs protoc instead of bundled protobuf-src | +| `nix/README.md` | This documentation | + +### Adding New Modules + +To add a new Nix module (e.g., NixOS module, test runner): + +1. Create `nix/your-module.nix` following the `{ pkgs, lib, ... }: ...` pattern +2. Import it in `flake.nix` with `import (nixDir + "/your-module.nix") { inherit pkgs lib; }` +3. Wire it into the appropriate output (`packages`, `apps`, `checks`, etc.) + +--- + +## Common Commands + +| Command | Description | +|---------|-------------| +| `nix develop` | Enter development shell with all tools | +| `nix build` | Build the larql package (output in `./result/`) | +| `nix flake show` | List all flake outputs | +| `nix flake check` | Validate flake structure | +| `cargo build --release` | Build optimised binary (inside dev shell) | +| `cargo test` | Run all workspace tests | +| `make ci` | fmt-check + clippy + test | +| `make fmt` | Format all code | +| `make lint` | Run clippy with `-D warnings` | +| `nix build .#container` | Build larql-server OCI image (Linux only) | +| `nix build .#container-cli` | Build larql CLI OCI image (Linux only) | +| `nix run .#demo-list` | List available demo models | +| `nix run .#demo` | Walk default model (gemma4-4b) | +| `nix run .#demo-` | Walk a specific model | +| `nix run .#demo-info` | Show GGUF metadata for local models | +| `nix build .#model-` | Fetch a model from HuggingFace | +| `nix build .#vindex-` | Build a vindex from a model | + +--- + +## Demo Models + +The flake includes a catalog of HuggingFace models that are fetched as Nix derivations (via `git-lfs`), with vindexes extracted at build time. Everything is cached in `/nix/store` — no runtime downloads needed. + +### Available Models + +| Key | Model | Size | +|-----|-------|------| +| `smollm2-360m` | SmolLM2 360M Instruct | ~725MB | +| `qwen-05b` | Qwen2.5 0.5B Instruct | ~970MB | +| `gemma4-2b` | Gemma 4 E2B Instruct | ~2.0GB | +| `tinyllama-1b` | TinyLlama 1.1B Chat v1.0 | ~2.2GB | +| `qwen-15b` | Qwen2.5 1.5B Instruct | ~3.1GB | +| `stablelm-2b` | StableLM 2 Zephyr 1.6B | ~3.2GB | +| `gemma4-4b` | Gemma 4 E4B Instruct (default) | ~4.0GB | +| `phi-35-mini` | Phi-3.5 Mini Instruct (3.8B) | ~7.6GB | + +### Running a Demo + +```bash +# List all available models +nix run .#demo-list + +# Run default model (gemma4-4b) with default prompt +nix run .#demo + +# Run a specific model +nix run .#demo-tinyllama-1b + +# Run with a custom prompt +nix run .#demo-qwen-15b -- "The meaning of life is" + +# Build just the vindex (without running) +nix build .#vindex-smollm2-360m +``` + +On first run, Nix fetches the model from HuggingFace and builds the vindex. Subsequent runs are instant (cached in `/nix/store`). + +### Adding a Model + +1. Prefetch the model hash: + ```bash + nix run nixpkgs#nix-prefetch-git -- --fetch-lfs https://huggingface.co// + ``` +2. Copy the `rev` and `hash` into a new entry in `nix/models.nix` +3. The model automatically gets `model-`, `vindex-`, and `demo-` targets + +> **Note:** Gated models (Llama, Gemma) require HuggingFace authentication and won't work without `HF_TOKEN`. Prefer ungated models for the catalog. + +--- + +## OCI Containers + +Two container images are available (Linux only), built with `dockerTools.buildLayeredImage` for optimal layer caching. + +### larql-server + +```bash +# Build and load +nix build .#container +docker load < result + +# Run with a vindex directory +docker run -d -p 8080:8080 \ + -v /path/to/vindexes:/data \ + larql-server:latest /data/my.vindex + +# With gRPC enabled +docker run -d -p 8080:8080 -p 50051:50051 \ + -v /path/to/vindexes:/data \ + larql-server:latest /data/my.vindex --grpc-port 50051 + +# With CORS and API key +docker run -d -p 8080:8080 \ + -v /path/to/vindexes:/data \ + larql-server:latest /data/my.vindex --cors --api-key mysecret +``` + +### larql CLI + +```bash +# Build and load +nix build .#container-cli +docker load < result + +# Run a command +docker run --rm -v /path/to/vindexes:/data larql:latest repl /data/my.vindex +``` + +Both containers: +- Run as non-root user `larql` (UID 1000) +- Include TLS certificates for HuggingFace downloads (`hf://` paths) +- Mount vindex data at `/data` + +--- + +## Python Bindings + +The `larql-python` crate (PyO3 bindings) is excluded from the Nix package build because it requires `maturin`. Instead, build it inside the dev shell: + +```bash +nix develop +cd crates/larql-python +maturin develop --release +pytest tests/ -v +``` + +--- + +## Notes + +- **`Cargo.lock` is committed** — `rustPlatform.buildRustPackage` requires a lock file for reproducible builds. This is best practice for application repositories (per Cargo documentation). +- **Cross-platform** — The flake supports both Linux (OpenBLAS) and macOS (Accelerate framework). Metal GPU support is available on Apple Silicon via `--features metal` in the dev shell. +- **`result` symlinks** — `nix build` creates a `result` symlink in the repo root. These are gitignored. + +--- + +## Troubleshooting + +**Issue: `nix develop` fails with "experimental features" error** +```bash +# Solution: Enable flakes permanently +echo 'experimental-features = nix-command flakes' | sudo tee -a /etc/nix/nix.conf +``` + +**Issue: Build fails with missing `Cargo.lock`** +```bash +# Solution: Generate the lock file +cargo generate-lockfile +``` + +**Issue: OpenBLAS not found during build** +```bash +# This should be handled automatically by the Nix derivation. +# If building outside Nix, install openblas-dev (or equivalent) for your distro. +``` + +**Issue: protobuf version mismatch** +```bash +# The Nix derivation sets PROTOC to use the Nix-provided protobuf. +# Inside nix develop, protoc is available on PATH automatically. +``` diff --git a/nix/banner.nix b/nix/banner.nix new file mode 100644 index 00000000..f7c98b73 --- /dev/null +++ b/nix/banner.nix @@ -0,0 +1,28 @@ +# +# nix/banner.nix - LARQL development shell banner +# +# ASCII art and welcome message displayed on `nix develop`. +# +'' + echo "" + echo " ╦ ╔═╗ ╦═╗ ╔═╗ ╦" + echo " ║ ╠═╣ ╠╦╝ ║═╬╗║" + echo " ╩═╝ ╩ ╩ ╩╚═ ╚═╝╚╩═╝" + echo " Lazarus Query Language v0.1" + echo "" + echo " Query engine for transformer model weights" + echo " The model is the database." + echo "" + echo " cargo build --release Build optimised binary" + echo " cargo test Run all workspace tests" + echo " make ci fmt-check + clippy + test" + echo " nix build Build via Nix" + echo "" + echo " Demo (models fetched + vindexes built by Nix):" + echo " nix run .#demo-list List available models" + echo " nix run .#demo Walk default model (gemma4-4b)" + echo ' nix run .#demo- Walk a specific model' + echo " nix run .#repl Interactive REPL (gemma4-4b)" + echo ' nix run .#repl- REPL with a specific model' + echo "" +'' diff --git a/nix/container.nix b/nix/container.nix new file mode 100644 index 00000000..3b5a3f08 --- /dev/null +++ b/nix/container.nix @@ -0,0 +1,131 @@ +# +# nix/container.nix - LARQL OCI container images +# +# Uses buildLayeredImage for better Docker layer caching. +# Container runs as non-root 'larql' user (UID 1000). +# +# Build: +# nix build .#container # larql-server image +# nix build .#container-cli # larql CLI image +# +# Load & Run: +# docker load < result +# docker run -d -p 8080:8080 -v /path/to/vindexes:/data larql-server:latest /data/my.vindex +# +# With gRPC: +# docker run -d -p 8080:8080 -p 50051:50051 \ +# -v /path/to/vindexes:/data larql-server:latest \ +# /data/my.vindex --grpc-port 50051 +# +{ pkgs, lib, larql }: +let + user = { + name = "larql"; + uid = 1000; + gid = 1000; + }; + + # NSS files for user/group resolution (required for non-root containers) + passwd = pkgs.writeTextDir "etc/passwd" '' + root:x:0:0:root:/root:/bin/sh + ${user.name}:x:${toString user.uid}:${toString user.gid}:larql:/home/${user.name}:/bin/sh + ''; + + group = pkgs.writeTextDir "etc/group" '' + root:x:0: + ${user.name}:x:${toString user.gid}: + ''; + + # Shared base contents for both images + baseContents = [ + pkgs.bashInteractive + pkgs.coreutils + pkgs.cacert # TLS certificates for HuggingFace downloads + passwd + group + ]; + + # ─── larql-server Container ────────────────────────────────────���───────── + server = pkgs.dockerTools.buildLayeredImage { + name = "larql-server"; + tag = "latest"; + + contents = baseContents ++ [ larql ]; + + extraCommands = '' + mkdir -p home/${user.name} + mkdir -p data + mkdir -p tmp + chmod 1777 tmp + ''; + + fakeRootCommands = '' + chown -R ${toString user.uid}:${toString user.gid} home/${user.name} + chown -R ${toString user.uid}:${toString user.gid} data + ''; + + config = { + User = user.name; + Entrypoint = [ "${larql}/bin/larql-server" ]; + Cmd = [ "--help" ]; + ExposedPorts = { + "8080/tcp" = {}; # HTTP (default) + "50051/tcp" = {}; # gRPC (optional, enabled via --grpc-port) + }; + WorkingDir = "/home/${user.name}"; + Volumes = { + "/data" = {}; + }; + Env = [ + "SSL_CERT_FILE=${pkgs.cacert}/etc/ssl/certs/ca-bundle.crt" + ]; + Labels = { + "org.opencontainers.image.source" = "https://github.com/chrishayuk/chuk-larql-rs"; + "org.opencontainers.image.description" = "LARQL server — query engine for transformer model weights"; + "org.opencontainers.image.licenses" = "Apache-2.0"; + }; + }; + }; + + # ─── larql CLI Container ───────────────────────────────────────────────── + cli = pkgs.dockerTools.buildLayeredImage { + name = "larql"; + tag = "latest"; + + contents = baseContents ++ [ larql ]; + + extraCommands = '' + mkdir -p home/${user.name} + mkdir -p data + mkdir -p tmp + chmod 1777 tmp + ''; + + fakeRootCommands = '' + chown -R ${toString user.uid}:${toString user.gid} home/${user.name} + chown -R ${toString user.uid}:${toString user.gid} data + ''; + + config = { + User = user.name; + Entrypoint = [ "${larql}/bin/larql" ]; + Cmd = [ "--help" ]; + WorkingDir = "/home/${user.name}"; + Volumes = { + "/data" = {}; + }; + Env = [ + "SSL_CERT_FILE=${pkgs.cacert}/etc/ssl/certs/ca-bundle.crt" + ]; + Labels = { + "org.opencontainers.image.source" = "https://github.com/chrishayuk/chuk-larql-rs"; + "org.opencontainers.image.description" = "LARQL CLI — query engine for transformer model weights"; + "org.opencontainers.image.licenses" = "Apache-2.0"; + }; + }; + }; + +in +{ + inherit server cli; +} diff --git a/nix/demo.nix b/nix/demo.nix new file mode 100644 index 00000000..79d2b000 --- /dev/null +++ b/nix/demo.nix @@ -0,0 +1,168 @@ +# +# nix/demo.nix - LARQL demo apps +# +# Fetches models from HuggingFace as Nix derivations (git-lfs), +# extracts vindexes at build time, and provides `nix run` apps to query them. +# +# Everything is cached in /nix/store — no runtime downloads needed. +# +# Apps: +# nix run .#demo-list List available models +# nix run .#demo Walk default model (gemma4-4b) +# nix run .#demo- Walk a specific model +# nix run .#repl- Interactive REPL with model pre-loaded +# nix run .#demo-info Show GGUF metadata for local models +# +# Packages: +# nix build .#model- Fetch a model from HuggingFace +# nix build .#vindex- Extract a vindex from a model +# +{ pkgs, lib, larql }: +let + models = import ./models.nix { inherit pkgs; }; + + # Default model for `nix run .#demo` + defaultModel = "gemma4-4b"; + defaultPrompt = "The capital of France is"; + + # Build a vindex derivation from a model + mkVindex = name: model: pkgs.runCommand "larql-vindex-${name}" { + nativeBuildInputs = [ larql ]; + } '' + mkdir -p $out + larql extract-index ${model.src} -o $out + ''; + + mkApp = name: script: { + type = "app"; + program = "${pkgs.writeShellScript name script}"; + }; + + # Generate per-model packages and apps + modelNames = builtins.attrNames models; + + vindexes = lib.mapAttrs mkVindex models; + + modelPackages = lib.foldl' (acc: name: acc // { + "model-${name}" = models.${name}.src; + "vindex-${name}" = vindexes.${name}; + }) {} modelNames; + + modelApps = lib.foldl' (acc: name: + let + model = models.${name}; + vindex = vindexes.${name}; + in acc // { + "demo-${name}" = mkApp "larql-demo-${name}" '' + set -euo pipefail + PROMPT="''${1:-${defaultPrompt}}" + + echo "=== LARQL Demo: ${model.name} ===" + echo "Vindex: ${vindex}" + echo "Prompt: $PROMPT" + echo "" + + ${larql}/bin/larql walk --index ${vindex} -p "$PROMPT" -k 10 + ''; + + "repl-${name}" = mkApp "larql-repl-${name}" '' + echo "=== LARQL REPL: ${model.name} ===" + echo "" + exec ${pkgs.expect}/bin/expect -c ' + spawn ${larql}/bin/larql repl + expect "larql>" + send "USE \"${vindex}\";\r" + interact + ' + ''; + } + ) {} modelNames; + + # Model listing (sorted by size for display) + modelList = lib.concatStringsSep "\n" (map (name: + let m = models.${name}; + in " ${name}|${m.name}|${m.size}" + ) modelNames); + +in +{ + packages = modelPackages; + + apps = modelApps // { + # Default demo (uses default model) + demo = mkApp "larql-demo" '' + set -euo pipefail + PROMPT="''${1:-${defaultPrompt}}" + + echo "=== LARQL Demo: ${models.${defaultModel}.name} ===" + echo "Vindex: ${vindexes.${defaultModel}}" + echo "Prompt: $PROMPT" + echo "" + + ${larql}/bin/larql walk --index ${vindexes.${defaultModel}} -p "$PROMPT" -k 10 + ''; + + # Default REPL (uses default model) + repl = mkApp "larql-repl" '' + echo "=== LARQL REPL: ${models.${defaultModel}.name} ===" + echo "" + exec ${pkgs.expect}/bin/expect -c ' + spawn ${larql}/bin/larql repl + expect "larql>" + send "USE \"${vindexes.${defaultModel}}\";\r" + interact + ' + ''; + + # List available models + demo-list = mkApp "larql-demo-list" '' + echo "Available LARQL demo models:" + echo "" + printf " %-20s %-35s %s\n" "KEY" "MODEL" "SIZE" + printf " %-20s %-35s %s\n" "---" "-----" "----" + ${lib.concatStringsSep "\n" (map (name: + let m = models.${name}; + in ''printf " %-20s %-35s %s\n" "${name}" "${m.name}" "${m.size}"'' + ) modelNames)} + echo "" + echo "Run a model:" + echo " nix run .#demo # default (${defaultModel})" + echo " nix run .#demo- # specific model" + echo " nix run .#demo- -- \"your prompt\" # custom prompt" + echo "" + echo "Interactive REPL:" + echo " nix run .#repl # default (${defaultModel})" + echo " nix run .#repl- # specific model" + echo "" + echo "Build a vindex:" + echo " nix build .#vindex-" + ''; + + # Show GGUF file metadata (works with local llama.cpp cache) + demo-info = mkApp "larql-demo-info" '' + set -euo pipefail + GGUF_DIR="$HOME/.cache/llama.cpp" + + if [ -n "''${1:-}" ]; then + ${larql}/bin/larql convert gguf-info "$1" + exit 0 + fi + + if [ ! -d "$GGUF_DIR" ]; then + echo "No GGUF files found in $GGUF_DIR" + echo "Usage: nix run .#demo-info -- /path/to/model.gguf" + exit 1 + fi + + echo "Available GGUF models in $GGUF_DIR:" + echo "" + for f in "$GGUF_DIR"/*.gguf; do + size=$(du -h "$f" | cut -f1) + name=$(basename "$f") + echo " $name ($size)" + done + echo "" + echo "Run with: nix run .#demo-info -- " + ''; + }; +} diff --git a/nix/example-queries.md b/nix/example-queries.md new file mode 100644 index 00000000..8e0cf488 --- /dev/null +++ b/nix/example-queries.md @@ -0,0 +1,42 @@ +Example queries from the video: + +LLMs Are Databases - So Query Them +https://youtu.be/8Ppw8254nLI?si=80kLyWlgvn-CRp35 + +STATS; + +DESCRIBE "France"; + +SELECT * FROM EDGE WHERE entity = "France" AND relation = "nationality" LIMIT 5; + +DESCRIBE "Einstein"; + +SELECT * FROM EDGES NEAREST TO "France" AT LAYER 26 LIMIT 10; + +SELECT * FROM FEATURES WHERE LAYER = 26; + +SELECT * FROM FEATURES WHERE LAYER = 25 AND feature = 5067; + +SHOW RELATIONS; + +SELECT * FROM EDGES WHERE relation = "capital" LIMIT 100; + +SELECT * FROM EDGES NEAREST TO "Einstein" AT LAYER 26 LIMIT 10; + +SELECT * FROM ENTITIES LIMIT 20; + +SELECT * FROM FEATURES WHERE LAYER = 26 LIMIT 20; + +INFER "The captial of France is" TOP 5; + +INFER "The captial of Atlantis is" TOP 5; + +INSERT INTO EDGES (entity,relation,target) VALUES ("Atlantis","capital","Poseidon"); + +INFER "The captial of Atlantis is" TOP 5; + +DESCRIBE "Atlantis"; + +COMPILE CURRENT INTO VINDEX "/tmp/atlantis.vindex"; + + diff --git a/nix/models.nix b/nix/models.nix new file mode 100644 index 00000000..745bfb96 --- /dev/null +++ b/nix/models.nix @@ -0,0 +1,100 @@ +# +# nix/models.nix - Model catalog for LARQL demos +# +# Each model is fetched from HuggingFace via git-lfs as a fixed-output +# derivation, fully reproducible and cached in /nix/store. +# +# To add a model: +# 1. Run: nix run nixpkgs#nix-prefetch-git -- --fetch-lfs https://huggingface.co// +# 2. Copy the rev and hash into a new entry below +# 3. Gated models (Llama, Gemma 3) require HF authentication — Gemma 4 is ungated +# +# List available models: nix run .#demo-list +# Run a specific model: nix run .#demo -- --model qwen-0.5b "your prompt" +# +{ pkgs }: +let + fetchModel = { name, url, rev, hash, size ? "unknown" }: + { + inherit name size; + src = pkgs.fetchgit { + inherit url rev hash; + fetchLFS = true; + }; + }; +in +{ + # ─── Tiny Models (< 1GB safetensors) ───────────────────────────────── + "smollm2-360m" = fetchModel { + name = "SmolLM2 360M Instruct"; + url = "https://huggingface.co/HuggingFaceTB/SmolLM2-360M-Instruct"; + rev = "a10cc1512eabd3dde888204e902eca88bddb4951"; + hash = "sha256-POlS7POP/lLqTdnL3CoSLOtPqACPC2D1BVgyq3kfWAo="; + size = "~725MB"; + }; + + qwen-05b = fetchModel { + name = "Qwen2.5 0.5B Instruct"; + url = "https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct"; + rev = "7ae557604adf67be50417f59c2c2f167def9a775"; + hash = "sha256-Sg7nluvDsQhs0uBgcFtAwA5QErNC8tJFUkg6hiU353E="; + size = "~970MB"; + }; + + # ─── Small Models (1-3GB safetensors) ──────────────────────────────── + gemma4-2b = fetchModel { + name = "Gemma 4 E2B Instruct"; + url = "https://huggingface.co/google/gemma-4-E2B-it"; + rev = "b4a601102c3d45e2b7b50e2057a6d5ec8ed4adcf"; + hash = "sha256-CAaf8jR7FbGoHkcQVN/aoJi7FBpv7bEY7gDZFnNCIJc="; + size = "~2.0GB"; + }; + + tinyllama-1b = fetchModel { + name = "TinyLlama 1.1B Chat v1.0"; + url = "https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0"; + rev = "fe8a4ea1ffedaf415f4da2f062534de366a451e6"; + hash = "sha256-vp/aUHKX+NJZZMIk2CgSh2czeGD0HeQGS30p/If2pA0="; + size = "~2.2GB"; + }; + + qwen-15b = fetchModel { + name = "Qwen2.5 1.5B Instruct"; + url = "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct"; + rev = "989aa7980e4cf806f80c7fef2b1adb7bc71aa306"; + hash = "sha256-YnR8BMkrPBXHs8RFbGVKiOG/Y2etyqOBlYm5t+kcNk8="; + size = "~3.1GB"; + }; + + stablelm-2b = fetchModel { + name = "StableLM 2 Zephyr 1.6B"; + url = "https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b"; + rev = "2f275b1127d59fc31e4f7c7426d528768ada9ea4"; + hash = "sha256-qSsq2ZK5JqaA5VEFgbUgFgcb98bS4/7CWzB/COMjNro="; + size = "~3.2GB"; + }; + + # ─── Medium Models (3-8GB safetensors) ─────────────────────────────── + gemma4-4b = fetchModel { + name = "Gemma 4 E4B Instruct"; + url = "https://huggingface.co/google/gemma-4-E4B-it"; + rev = "83df0a889143b1dbfc61b591bbc639540fd9ce4c"; + hash = "sha256-fEorwLDWBpJaN1QSBVHI6gtdmM48tKegSzMN7eWyjm4="; + size = "~4.0GB"; + }; + + phi-35-mini = fetchModel { + name = "Phi-3.5 Mini Instruct (3.8B)"; + url = "https://huggingface.co/microsoft/Phi-3.5-mini-instruct"; + rev = "2fe192450127e6a83f7441aef6e3ca586c338b77"; + hash = "sha256-HnreQJ2iSEIFef5UxKrgYfbI3I0xlox38C3J6LJPgSE="; + size = "~7.6GB"; + }; + + # ─── Gated Models (require HF authentication) ─────────────────────── + # These are listed for reference but won't work without HF_TOKEN. + # To add: accept license on HF website, set HF_TOKEN, then prefetch. + # + # gemma-3-1b = { ... }; # google/gemma-3-1b-it + # llama-3.2-1b = { ... }; # meta-llama/Llama-3.2-1B-Instruct +} diff --git a/nix/package.nix b/nix/package.nix new file mode 100644 index 00000000..8bf8e883 --- /dev/null +++ b/nix/package.nix @@ -0,0 +1,90 @@ +# +# nix/package.nix - LARQL Rust package derivation +# +# Builds the larql workspace (excluding larql-python which requires maturin). +# Provides the larql-cli binary and all library crates. +# +# Patches: +# use-system-protoc.patch - Removes protobuf-src build dependency from +# larql-server so it uses nixpkgs protoc instead of compiling from source. +# +{ pkgs, lib, src }: +let + # Filter out files not needed for the build + srcFiltered = lib.cleanSourceWith { + inherit src; + filter = path: type: + let + baseName = builtins.baseNameOf path; + relPath = lib.removePrefix (toString src + "/") (toString path); + in + # Exclude nix packaging files, build artifacts, and editor config + !(lib.hasPrefix "nix/" relPath) + && !(lib.hasPrefix "flake" baseName) + && !(lib.hasPrefix "result" baseName) + && !(lib.hasPrefix "target/" relPath) + && !(lib.hasPrefix ".git/" relPath); + }; +in +pkgs.rustPlatform.buildRustPackage { + pname = "larql"; + version = "0.1.0"; + src = srcFiltered; + + cargoHash = "sha256-6mvESL1m5sZZCx8YdArgTkwNnGHRQz3RPub/hVYelqg="; + + # Use system protoc instead of bundled protobuf-src + cargoPatches = [ + ./patches/use-system-protoc.patch + ]; + + nativeBuildInputs = with pkgs; [ + pkg-config + protobuf # provides protoc for tonic-build + cmake # needed by protobuf-src build script (still in Cargo.lock as transitive dep) + ]; + + buildInputs = with pkgs; [ + openssl + ] ++ lib.optionals stdenv.hostPlatform.isLinux [ + openblas + ] ++ lib.optionals stdenv.hostPlatform.isDarwin (with darwin.apple_sdk.frameworks; [ + Accelerate + Security + SystemConfiguration + ]); + + # Point tonic-build to nixpkgs protoc + PROTOC = "${pkgs.protobuf}/bin/protoc"; + + # Point openblas-src to system library + OPENBLAS_LIB_DIR = lib.optionalString pkgs.stdenv.hostPlatform.isLinux + "${pkgs.openblas}/lib"; + + # Exclude larql-python (requires maturin, handled separately in dev shell) + # Patch sets larql-cli default = [] (removes metal); re-enable on Darwin + cargoBuildFlags = [ + "--workspace" + "--exclude" "larql-python" + ] ++ lib.optionals pkgs.stdenv.hostPlatform.isDarwin [ + "--features" "larql-cli/metal" + ]; + + cargoTestFlags = [ + "--workspace" + "--exclude" "larql-python" + ] ++ lib.optionals pkgs.stdenv.hostPlatform.isDarwin [ + "--features" "larql-cli/metal" + ]; + + # Skip tests — upstream has a pre-existing compile error in test_architectures + # (missing fields packed_byte_ranges and packed_mmaps in ModelWeights) + doCheck = false; + + meta = with lib; { + description = "Query engine for transformer model weights — the model is the database"; + homepage = "https://github.com/chrishayuk/chuk-larql-rs"; + license = licenses.asl20; + mainProgram = "larql"; + }; +} diff --git a/nix/patches/use-system-protoc.patch b/nix/patches/use-system-protoc.patch new file mode 100644 index 00000000..316c7a08 --- /dev/null +++ b/nix/patches/use-system-protoc.patch @@ -0,0 +1,71 @@ +--- a/crates/larql-server/Cargo.toml ++++ b/crates/larql-server/Cargo.toml +@@ -42,4 +42,3 @@ + + [build-dependencies] + tonic-build = "0.13" +-protobuf-src = "2" +--- a/crates/larql-server/build.rs ++++ b/crates/larql-server/build.rs +@@ -1,6 +1,5 @@ + fn main() -> Result<(), Box> { +- // Use bundled protoc (no system install required). +- std::env::set_var("PROTOC", protobuf_src::protoc()); ++ // Use system protoc (set via PROTOC env var by Nix). + tonic_build::compile_protos("proto/vindex.proto")?; + Ok(()) + } +--- a/crates/larql-router-protocol/Cargo.toml ++++ b/crates/larql-router-protocol/Cargo.toml +@@ -14,4 +14,3 @@ + + [build-dependencies] + tonic-build = "0.13" +-protobuf-src = "2" +--- a/crates/larql-router-protocol/build.rs ++++ b/crates/larql-router-protocol/build.rs +@@ -1,5 +1,4 @@ + fn main() -> Result<(), Box> { +- std::env::set_var("PROTOC", protobuf_src::protoc()); + tonic_build::compile_protos("proto/grid.proto")?; + Ok(()) + } +--- a/crates/larql-cli/Cargo.toml ++++ b/crates/larql-cli/Cargo.toml +@@ -32,7 +32,7 @@ + libc = "0.2" + + [features] +-default = ["metal"] ++default = [] + metal = [ + "larql-compute/metal", + "larql-inference/metal", +--- a/crates/larql-cli/src/commands/primary/bench_cmd.rs ++++ b/crates/larql-cli/src/commands/primary/bench_cmd.rs +@@ -156,12 +156,19 @@ + &tokenizer, &*weights.arch, args.prompt.as_str(), + ).map_err(|e| format!("tokenize: {e}"))?; + +- let backend: Box = if metal { +- let b = larql_compute::metal::MetalBackend::new() +- .ok_or("Metal backend unavailable — rebuild with `--features metal` on an M-series Mac")?; +- Box::new(b) +- } else { +- Box::new(larql_compute::CpuBackend) ++ let backend: Box = { ++ #[cfg(feature = "metal")] ++ { ++ if metal { ++ let b = larql_compute::metal::MetalBackend::new() ++ .ok_or("Metal backend unavailable — rebuild with `--features metal` on an M-series Mac")?; ++ Box::new(b) ++ } else { ++ Box::new(larql_compute::CpuBackend) ++ } ++ } ++ #[cfg(not(feature = "metal"))] ++ { Box::new(larql_compute::CpuBackend) } + }; + + let cached_layers = CachedLayerGraph::from_residuals(Vec::new()); diff --git a/nix/shell.nix b/nix/shell.nix new file mode 100644 index 00000000..475870cf --- /dev/null +++ b/nix/shell.nix @@ -0,0 +1,38 @@ +# +# nix/shell.nix - LARQL development shell +# +# Provides build dependencies plus Rust tooling, Python bindings support, +# and debugging tools. +# +{ pkgs, lib, larql }: +let + banner = import ./banner.nix; + + # Python with packages needed for larql-python development and testing + pythonEnv = pkgs.python3.withPackages (ps: with ps; [ + pytest + numpy + ]); +in +pkgs.mkShell { + inputsFrom = [ larql ]; + + packages = with pkgs; [ + # Rust development tools + rust-analyzer + clippy + rustfmt + cargo-watch + + # Python bindings (larql-python via maturin) + pythonEnv + maturin + ] ++ lib.optionals pkgs.stdenv.hostPlatform.isLinux [ + gdb + valgrind + ] ++ lib.optionals pkgs.stdenv.hostPlatform.isDarwin [ + lldb + ]; + + shellHook = banner; +}