⚡ 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
Metadata
1 maintainer
Release files for atlas-ragkit 1.0.10
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| atlas_ragkit-1.0.10.tar.gz | 189.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| atlas_ragkit-1.0.10-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 392.5 kB
Release files / atlas_ragkit-1.0.10.tar.gz
| Download URL | atlas_ragkit-1.0.10.tar.gz |
|---|---|
| Size | 189.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
18ae8a03165f43c4dd84253992ec7516bbc0a9b3e1ddbf2256a2e8423457295b
|
|
BLAKE2b-256 checksum How to use checksums |
ddaa769ad5144a991a51f004465d01b52b61cd53ffaf381e70c789600539c821
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.7
|
Release files / atlas_ragkit-1.0.10-py3-none-any.whl
| Download URL | atlas_ragkit-1.0.10-py3-none-any.whl |
|---|---|
| Size | 202.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
898af17797855bde9d2684d26e8c1aeff0b3d1cf00032c95fc4dea76770fa356
|
|
BLAKE2b-256 checksum How to use checksums |
80fdf1a023a729de8476ab194310566f547b0f099b236ea43695b08673194826
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.7
|
