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SHAPash

Open Source
Explainability and Fairness Updated Feb 15, 2026
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Overview

SHAPash is an AI agent in the Explainability and Fairness category. ![](https://img.shields.io/github/stars/MAIF/shapash.svg?cacheSeconds=86400) - Shapash is a Python library that provides several types of visualization that display explicit labels that everyone can understand.

Problem It Solves

This tool addresses challenges in the explainability and fairness domain.

Target Audience: Developers and teams working with explainability and fairness automation.

Inputs

  • User configuration
  • API credentials (if required)
  • Task parameters

Outputs

  • Automated task results
  • Status reports
  • Generated content or actions

Example Workflow

  1. 1 User configures the agent with required parameters
  2. 2 Agent receives input data or trigger
  3. 3 Agent processes the request using its core logic
  4. 4 Agent interacts with external services if needed
  5. 5 Results are returned to the user

Sample System Prompt


              You are SHAPash, an AI assistant. Help the user accomplish their task efficiently.

            

Tools & Technologies

LLM APIs Python

Alternatives

  • AutoGPT
  • LangChain Agents
  • CrewAI

FAQs

Is this agent open-source?
Yes
Can this agent be self-hosted?
Yes
What skill level is required?
Intermediate