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Simplemind

Simplemind is a Python library that simplifies calls to AI provider APIs through a shared interface for text generation, streaming and structured-data responses.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Simplemind — OpenViST project profile in AI Developer Tools & SDKs.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use Simplemind when a Python project needs a simplified client interface for documented AI provider APIs and common generation tasks.

Who it is for

  • Python developers integrating AI provider APIs into an application.
  • Developers experimenting with text generation, streamed responses or structured model output.

Documented uses

  • Generate text from a prompt with an AI provider.
  • Stream generated text in chunks.
  • Request structured data using a Pydantic model when the model supports it.
  • Select a provider or model in supported calls.
Before you choose

Requirements & limits

The documented setup requires installing the Python package and configuring an API key for the provider used.

  • The repository lists eight provider ecosystems: Anthropic, Amazon Bedrock, DeepSeek, Google Gemini, Groq, Ollama, OpenAI and xAI.
  • Text generation, streaming and Pydantic-based structured output are shown in the README; structured output depends on model support.
  • The project is a Python library for developer use, not a hosted assistant interface.
  • The repository specifies the Apache-2.0 license.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Set up Simplemind in a Python project

Install the library, configure a provider API key and import Simplemind for use in Python.

Before you start

  • Python project
  • An API key for a supported provider

Steps

  1. Install the full package with pip install 'simplemind[full]'.

  2. Set the provider's API key as an environment variable, such as OPENAI_API_KEY.

  3. Import the library with import simplemind as sm.

Expected outcome

The Python project has Simplemind installed, a provider key configured in the environment, and the library imported.

Guide limitations

  • The setup steps do not themselves make an API request.
  • Provider credentials are needed for calls to the corresponding provider.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
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Sources checked
14 October 2026
Original website title
kennethreitz/simplemind · Official homepage title · retained in its source language
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