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1# AI Atlas23**www.ai-atlas.co — Explore the entire AI ecosystem.**45AI Atlas is a continuously updated, historically versioned, machine-readable map of the global artificial intelligence ecosystem: models,6companies, research, providers and prices, benchmarks, hardware, frameworks, datasets, tools — connected in one temporal knowledge graph,7with provenance on every fact.89- **First-party connectors** read official pages, docs, feeds, model cards and public files directly. No commercial data API is required.10- **Raw historical archive**: every changed page is stored (content-addressed, compressed) and can be reprocessed when parsers improve.11- **Temporal knowledge graph**: claims carry `valid_from`/`valid_to`, prices and benchmark results are append-only, every change is an event.12- **Local LLM factory**: large-scale extraction runs on MacLustr's own inference servers through an engine-agnostic gateway.13- **Interfaces**: the website, the public API (`/api/v1`), and — later — datasets and alerts.1415## Layout1617```18registry/ curated YAML (sources, organizations, providers, benchmarks, hardware) — every entry cites its source19src/aiatlas/ Python platform: sdk/ (connector SDK), connectors/, services/ (jobs, scheduler, LLM gateway, search, quality), api/, cli.py20migrations/ forward-only SQL migrations21apps/web/ Next.js 16 website22tests/ pytest with saved fixtures23deploy/ MacLustr (mld) manifest and scripts24docs/ ARCHITECTURE.md · CONNECTORS.md · API.md · FRONTEND.md · DEPLOY.md25```2627## Quick start2829```bash30uv venv --python 3.12 .venv && uv pip install --python .venv/bin/python -e ".[dev]"31cp .env.example .env && createdb -O aiatlas aiatlas32.venv/bin/aia migrate && .venv/bin/aia seed33.venv/bin/aia crawl --priority 0 # initial corpus: labs, Hugging Face, arXiv, providers, benchmarks…34.venv/bin/aia api # http://127.0.0.1:8321/api/v1/docs35pnpm install && pnpm dev:web # http://localhost:832036```3738© 2026 Simon-Pierre Boucher · contact@spboucher.ai · hosted on [MacLustr](https://www.maclustr.io). AI Atlas links to original sources and39never republishes documents in full; extracted facts are provided as-is with their provenance.40