⚡ Atlas — Local-First RAG Engineering Platform
Atlas is a local-first, zero-cost Retrieval-Augmented Generation (RAG) engineering platform with a full-featured visual web dashboard. Ingest documents, benchmark chunking strategies, visualize embeddings in 3D, run RAG queries, and evaluate pipeline quality — all from your browser with no cloud dependency.
🚀 Installation
ash
pip install atlas-rag
▶️ Quick Start
- Open a terminal and navigate to any directory.
- Start the Atlas server:
ash atlas server - Your browser will open automatically at http://localhost:8000.
- In the System Config tab, click "Provision Workspace" to initialize your workspace with demo files and pipelines.
🏗️ Architecture
Atlas is structured as a clean monorepo with four modules:
| Module | Role |
|---|---|
| tlas_sdk | Plugin interfaces and reference implementations (chunkers, embedders, retrievers, LLMs) |
| tlas_core | Domain models, execution engine, ingestion, and studio services |
| tlas_server | FastAPI REST API + full-featured visual web dashboard (SPA) |
| tlas_cli | Minimal CLI — boots the server, manages workspace scaffold |
🔑 Supported LLM Providers
Atlas supports Groq, OpenAI, Anthropic, Google Gemini, Mistral, Together AI, HuggingFace, Ollama, LM Studio, and local GGUF models. Configure your API keys through the Atlas web UI — no terminal required.
🗑️ Uninstall
ash
pip uninstall atlas-rag
Built with ❤️ by Rishi Bhanushali
1 maintainer
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