Your data,
Your privacy
Open Source Local Data Analysis Agent.
git clone https://github.com/quelmap-inc/quelmap.git
Lightning-4b
Lightning-4b is a lightweight model designed for data science tasks. GGUF with multi quantization formats are available on Huggingface.
Key Features
Privacy-first local analytics platform. Everything stays on your machine.
Built in CodeSandbox
Safe and secure python execution environment separated in docker container.
30+ tables & Infinite rows
Analysis through 30+ tables and unlimited rows without performance degradation.
Bar chart in <10s
Our context engineering optimization allows super fast analysis.
Fully Local
Your data keep secure. Every code execution and data processing done locally.
Ollama Integration
You can use any model via Ollama. We recommend Lightning-4b but you can choose another.
Agentic Workflows
Build complex data processing pipelines with modular, reusable components.
Welcome your contribute!
We welcome contributions from the community! Whether it's reporting issues, suggesting features, or submitting code, your input helps us improve quelmap for everyone.