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Installation
bsevern edited this page Mar 19, 2026
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pip install goldenmatchThis installs the core tool with file-based deduplication and matching.
GoldenMatch has optional dependency groups for additional features:
# Embedding-based semantic matching (sentence-transformers + FAISS)
pip install goldenmatch[embeddings]
# LLM-powered accuracy boost (Claude/GPT-4 for pair labeling)
pip install goldenmatch[llm]
# Postgres database integration
pip install goldenmatch[postgres]
# Everything
pip install goldenmatch[embeddings,llm,postgres]git clone https://github.com/benzsevern/goldenmatch.git
cd goldenmatch
pip install -e ".[dev,embeddings,llm,postgres]"- Python 3.11+
- Core dependencies: Polars, RapidFuzz, Typer, Textual, PyYAML, Pydantic, jellyfish, numpy, openpyxl
goldenmatch --help⚡ GoldenMatch — Entity resolution toolkit | PyPI | GitHub | Open in Colab | MIT License
🟡 Golden Suite (Monorepo)
Suite Packages
- GoldenCheck · data quality
- GoldenFlow · transforms
- GoldenPipe · orchestrator
- InferMap · schema mapping
Getting Started
- Installation
- Quick Start
- Auto-Config Controller · enhanced through v1.12
- Configuration
- Verification · new in v1.5
- CLI Reference
Core Concepts
AI Integration
Advanced
- PPRL
- Domain Packs
- Streaming / CDC
- Database Integration
- GPU & Vertex AI
- REST API
- Interactive TUI
- Web UI · new in v1.7
- Evaluation
Reference
pip install goldenmatch
npm install goldenmatch