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superpipe

villagecomputing/superpipe

Optimized LLM pipelines for structured data

GraphCanon updated 3w · GitHub synced 3w

109 stars2 forksLast push 2y Python

Decision brief

Superpipe specializes in optimizing large language model pipelines for tasks involving structured data such as classification and extraction.

Good fit when

  • When you have specific tasks requiring the processing of structured datasets, such as detailed classification or precise data extraction.
  • For projects that benefit from high-performance LLM pipelines directly engineered for structured data handling.

Avoid when

  • If your project focuses on unstructured data mainly like free-form text analysis without a need for specialized structured-data algorithms.
  • When the Python version requirement of at least 3.10 is not feasible in your development environment or dependencies.
Pricing:
freemium - Superpipe is free to use under its MIT License for both commercial and non-commercial purposes, supporting a community-driven model with potential premium services or support options.
Requirements:
The minimum Python version required is 3.10+, as specified in the installation section.

Observed Jul 16, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Dormant (770d since push)
As of 3w
Provenance
Not a fork · Organization account
As of 3w
Security (OSV)
83 low (83 low)
As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install superpipe
PyPI

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Superpipe provides optimized large language model pipelines designed for handling and processing structured data, including tasks like classification and data extraction.

Capability facts

Languages
python

Source: github.language+pyproject.toml · Jul 29, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 29, 2026)

Make sure you have Python 3.10+ installed, then run
Source link

Tags

README

Installation

Make sure you have Python 3.10+ installed, then run

pip install superpipe-py

License

This project is licensed under the terms of the MIT License.

For agents

This page has a .md twin and JSON over the API.

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