⚡ 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
pip install -U atlas-ragkit
▶️ Quick Start
- Open a terminal and navigate to any directory.
- Start the Atlas server:
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
Mac / Linux:
pip uninstall -y atlas-ragkit
rm -rf .atlas atlas.db
Windows (PowerShell):
pip uninstall -y atlas-ragkit
Remove-Item -Recurse -Force .atlas, atlas.db -ErrorAction SilentlyContinue
Windows (Command Prompt):
pip uninstall -y atlas-ragkit
rmdir /s /q .atlas & del /f /q atlas.db
Built with ❤️ by Rishi Bhanushali
1 maintainer
Metadata
1 maintainer
Release files for atlas-ragkit 1.1.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| atlas_ragkit-1.1.3.tar.gz | 210.7 kB | Details |
Built distribution (wheel)
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| atlas_ragkit-1.1.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 435.1 kB
Release files / atlas_ragkit-1.1.3.tar.gz
| Download URL | atlas_ragkit-1.1.3.tar.gz |
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Release files / atlas_ragkit-1.1.3-py3-none-any.whl
| Download URL | atlas_ragkit-1.1.3-py3-none-any.whl |
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| Size | 224.4 kB |
| Tags | Python 3 |
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