A tool for building Structured Agentic Pipelines

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Project description

Domain Specific Language - Structured Pipeline Agent

DSL-SPA is an open-source Python library for connecting LLM Agents to ETL and other common tasks. With this tool, you can connect LLM Agents to complex Data Pipelines.

Key Features of DSL-SPA

  • Building SQL Queries - construct sql queries from fields extracted by Agents

  • Applying Data Transformations - selectively apply data transformations based on Agent instructions

  • Generating Unstructured Text Summaries - generate summaries of query results and data transformations

  • Generating Visualizations - generate vega-lite visualizations of query results and data transformations

Getting Started

Get started with dsl-spa by installing the Python library via pip

pip install dsl-spa

A standard pipeline can be imported with

from dsl-spa.pipeline import StandardPipeline

For more details on constructing a pipeline, reference Building a Pipeline.

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