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https://github.com/digitranslab/dblock

πŸ”₯ πŸ”₯ πŸ”₯ dblock - Agentic Data Workflow Orchestrator
https://github.com/digitranslab/dblock

ai ai-agents ai-workflows data-science llm workflow

Last synced: 4 months ago
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πŸ”₯ πŸ”₯ πŸ”₯ dblock - Agentic Data Workflow Orchestrator

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README

          


DBlock is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

## ✨ Core features

1. **Python-based** and agnostic to models, APIs, data sources, or databases.
2. **Visual IDE** for drag-and-drop building and testing of workflows.
3. **Playground** to immediately test and iterate workflows with step-by-step control.
4. **Multi-agent** orchestration and conversation management and retrieval.
6. **Publish as an API** or export as a Python application.
7. **Observability** with LangSmith, LangFuse, or LangWatch integration.
9. **Customize workflows** or create flows entirely just using Python.
10. **Ecosystem integrations** as reusable components for any model, API or database.

## πŸ“¦ Quickstart

- **Install with uv (recommended)** (Python 3.10 to 3.12):

```shell
uv pip install dblock
```

- **Install with pip** (Python 3.10 to 3.12):

```shell
pip install dblock
```