brainy/scripts/setup-dev.sh
David Snelling da7d2ed29d feat: migrate embeddings to Candle WASM + remove semantic type inference
Major architectural changes:

1. EMBEDDINGS ENGINE (ONNX → Candle WASM):
   - Replace ONNX Runtime with Rust Candle compiled to WASM
   - Embedded model in WASM binary (no external downloads)
   - Quantized Q8 precision with <50MB memory footprint
   - Zero-download, offline-first operation
   - Same embedding quality (all-MiniLM-L6-v2)

2. REMOVE SEMANTIC TYPE INFERENCE:
   - Delete embeddedKeywordEmbeddings.ts (14MB of pre-computed embeddings)
   - Remove typeAwareQueryPlanner.ts and semanticTypeInference.ts
   - Remove VerbExactMatchSignal (uses keyword embeddings)
   - Update SmartRelationshipExtractor to 3 signals (55%/30%/15% weights)

API CHANGES (requires v7.0.0):
- Removed: inferTypes(), inferNouns(), inferVerbs(), inferIntent()
- Removed: getSemanticTypeInference(), SemanticTypeInference class
- Removed: TypeInference, SemanticTypeInferenceOptions types

Users can still use natural language queries in find() - they just
need to specify type explicitly for type-optimized searches.

PACKAGE SIZE IMPACT:
- Compressed: 90.1 MB → 86.2 MB (-4.3%)
- Uncompressed: 114.4 MB → 100.3 MB (-12%)
- ~448K lines of code removed

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-06 12:52:34 -08:00

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#!/bin/bash
# Development environment setup script for Brainy
#
# This script installs all dependencies needed to build Brainy,
# including the Candle WASM embedding engine.
#
# Usage:
# ./scripts/setup-dev.sh
#
# Requirements:
# - sudo access (for system packages)
# - Internet connection
set -euo pipefail
# Colors
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
NC='\033[0m'
echo -e "${BLUE}======================================${NC}"
echo -e "${BLUE} Brainy Development Setup${NC}"
echo -e "${BLUE}======================================${NC}"
echo ""
# Detect OS
detect_os() {
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
if command -v apt-get &> /dev/null; then
echo "debian"
elif command -v dnf &> /dev/null; then
echo "fedora"
elif command -v pacman &> /dev/null; then
echo "arch"
else
echo "linux-unknown"
fi
elif [[ "$OSTYPE" == "darwin"* ]]; then
echo "macos"
else
echo "unknown"
fi
}
OS=$(detect_os)
echo -e "${GREEN}Detected OS: ${OS}${NC}"
# Install system dependencies
install_system_deps() {
echo -e "\n${YELLOW}Installing system dependencies...${NC}"
case $OS in
debian)
sudo apt-get update
sudo apt-get install -y build-essential pkg-config libssl-dev curl
;;
fedora)
sudo dnf install -y gcc gcc-c++ make openssl-devel pkgconfig curl
;;
arch)
sudo pacman -S --needed base-devel openssl pkg-config curl
;;
macos)
if ! command -v gcc &> /dev/null; then
echo -e "${YELLOW}Installing Xcode command line tools...${NC}"
xcode-select --install 2>/dev/null || true
fi
;;
*)
echo -e "${RED}Unknown OS. Please install build tools manually:${NC}"
echo " - C compiler (gcc or clang)"
echo " - pkg-config"
echo " - OpenSSL development headers"
exit 1
;;
esac
echo -e "${GREEN}System dependencies installed.${NC}"
}
# Install Rust
install_rust() {
echo -e "\n${YELLOW}Checking Rust installation...${NC}"
if command -v rustc &> /dev/null; then
RUST_VERSION=$(rustc --version)
echo -e "${GREEN}Rust already installed: ${RUST_VERSION}${NC}"
else
echo -e "${YELLOW}Installing Rust...${NC}"
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
source "$HOME/.cargo/env"
echo -e "${GREEN}Rust installed: $(rustc --version)${NC}"
fi
# Ensure cargo env is loaded
if [ -f "$HOME/.cargo/env" ]; then
source "$HOME/.cargo/env"
fi
}
# Install Rust WASM tools
install_wasm_tools() {
echo -e "\n${YELLOW}Installing WASM build tools...${NC}"
# Add WASM target
if ! rustup target list --installed | grep -q wasm32-unknown-unknown; then
echo "Adding wasm32-unknown-unknown target..."
rustup target add wasm32-unknown-unknown
else
echo -e "${GREEN}WASM target already installed.${NC}"
fi
# Install wasm-pack
if ! command -v wasm-pack &> /dev/null; then
echo "Installing wasm-pack..."
cargo install wasm-pack
else
echo -e "${GREEN}wasm-pack already installed: $(wasm-pack --version)${NC}"
fi
}
# Install Node.js dependencies
install_node_deps() {
echo -e "\n${YELLOW}Checking Node.js...${NC}"
if ! command -v node &> /dev/null; then
echo -e "${RED}Node.js not found. Please install Node.js 20+ first.${NC}"
echo "Visit: https://nodejs.org/"
exit 1
fi
NODE_VERSION=$(node --version)
echo -e "${GREEN}Node.js: ${NODE_VERSION}${NC}"
echo -e "\n${YELLOW}Installing npm dependencies...${NC}"
npm install
echo -e "${GREEN}npm dependencies installed.${NC}"
}
# Download model files
download_models() {
echo -e "\n${YELLOW}Downloading model files...${NC}"
MODEL_DIR="assets/models/all-MiniLM-L6-v2"
if [ -f "$MODEL_DIR/model.safetensors" ] && [ -f "$MODEL_DIR/tokenizer.json" ]; then
echo -e "${GREEN}Model files already present.${NC}"
return
fi
mkdir -p "$MODEL_DIR"
HF_URL="https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/resolve/main"
echo "Downloading model.safetensors..."
curl -L "$HF_URL/model.safetensors" -o "$MODEL_DIR/model.safetensors"
echo "Downloading tokenizer.json..."
curl -L "$HF_URL/tokenizer.json" -o "$MODEL_DIR/tokenizer.json"
echo "Downloading config.json..."
curl -L "$HF_URL/config.json" -o "$MODEL_DIR/config.json"
echo -e "${GREEN}Model files downloaded.${NC}"
}
# Build Candle WASM
build_candle() {
echo -e "\n${YELLOW}Building Candle WASM...${NC}"
if [ -f "src/embeddings/wasm/pkg/candle_embeddings_bg.wasm" ]; then
echo -e "${GREEN}Candle WASM already built. Use 'npm run build:candle' to rebuild.${NC}"
return
fi
npm run build:candle
echo -e "${GREEN}Candle WASM built.${NC}"
}
# Build TypeScript
build_typescript() {
echo -e "\n${YELLOW}Building TypeScript...${NC}"
npm run build
echo -e "${GREEN}TypeScript built.${NC}"
}
# Run tests
run_tests() {
echo -e "\n${YELLOW}Running tests...${NC}"
npm run test:unit
echo -e "${GREEN}Tests passed.${NC}"
}
# Main
main() {
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
cd "$PROJECT_ROOT"
install_system_deps
install_rust
install_wasm_tools
install_node_deps
download_models
build_candle
build_typescript
echo ""
echo -e "${GREEN}======================================${NC}"
echo -e "${GREEN} Setup Complete!${NC}"
echo -e "${GREEN}======================================${NC}"
echo ""
echo "You can now:"
echo " npm run build # Build TypeScript"
echo " npm run build:candle # Rebuild Candle WASM"
echo " npm run test:all # Run all tests"
echo " npm run test:wasm # Test WASM embeddings"
echo " npm run test:bun:compile # Test Bun compile"
echo ""
}
main "$@"