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10 changes: 6 additions & 4 deletions README.md
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Expand Up @@ -25,10 +25,6 @@ This is called strong gravitational lensing and **PyAutoLens** makes it **simple

## Getting Started

### PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

### Human-Readable Documentation and Examples

The following human-readable documentation and examples are also useful for new starters:
Expand All @@ -38,6 +34,12 @@ The following human-readable documentation and examples are also useful for new
- [The autolens_workspace GitHub repository](https://github.com/PyAutoLabs/autolens_workspace): example scripts covering every **PyAutoLens** use case.
- [The HowToLens GitHub repository](https://github.com/PyAutoLabs/HowToLens): a Jupyter notebook lecture series teaching strong lensing and lens modeling from the ground up.

### PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

**The PyAutoLens AI Assistant currently only supports AI coding agents which require a paid subscription, either Claude Code or Codex. Work is ongoing to support free AI coding agents and conversation agents like ChatGPT.**

## Community & Support

Support for **PyAutoLens** is available via our Slack workspace, where the community shares updates, discusses
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10 changes: 6 additions & 4 deletions docs/index.md
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Expand Up @@ -10,10 +10,6 @@ This is called strong gravitational lensing and **PyAutoLens** makes it simple t

# Getting Started

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

## Human-Readable Documentation and Examples

The following human-readable documentation and examples are also useful for new starters:
Expand All @@ -23,6 +19,12 @@ The following human-readable documentation and examples are also useful for new
- [The autolens_workspace GitHub repository](https://github.com/PyAutoLabs/autolens_workspace), which includes example scripts covering every **PyAutoLens** use case.
- [The HowToLens GitHub repository](https://github.com/PyAutoLabs/HowToLens): a Jupyter notebook lecture series teaching strong lensing and lens modeling from the ground up.

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

**The PyAutoLens AI Assistant currently only supports AI coding agents which require a paid subscription, either Claude Code or Codex. Work is ongoing to support free AI coding agents and conversation agents like ChatGPT.**

# Strong Gravitational Lensing

When two galaxies are aligned down the line-of-sight to Earth, light rays from the background galaxy are deflected by the
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10 changes: 6 additions & 4 deletions docs/overview/overview_1_start_here.md
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Expand Up @@ -2,10 +2,6 @@

# Start Here

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

## Human-Readable Overview

**PyAutoLens** is software for analysing strong gravitational lenses, an astrophysical phenomenon where a galaxy
Expand All @@ -25,6 +21,12 @@ Here is a schematic of a strong gravitational lens:

This notebook gives an overview of **PyAutoLens**'s features and API.

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

**The PyAutoLens AI Assistant currently only supports AI coding agents which require a paid subscription, either Claude Code or Codex. Work is ongoing to support free AI coding agents and conversation agents like ChatGPT.**

## Imports

Lets first import autolens, its plotting module and the other libraries we'll need.
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10 changes: 6 additions & 4 deletions docs/overview/overview_2_new_user_guide.md
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Expand Up @@ -2,10 +2,6 @@

# New User Guide

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

## Human-Readable Guide

**PyAutoLens** can analyse strong lens systems across a range of physical scales (e.g. galaxy, multi-galaxy, group, and cluster) and for
Expand All @@ -15,6 +11,12 @@ The autolens_workspace contains a suite of example Jupyter Notebooks, organised

This guide begins with two simple questions to help you find the most appropriate example notebook for your science case.

## PyAutoLens AI Assistant

The [**PyAutoLens AI Assistant**](https://github.com/PyAutoLabs/autolens_assistant) supports conversation agents such as ChatGPT and coding agents such as Claude Code and Codex. You can get started simply by asking it a question about gravitational lensing or describing the task you would like to perform with **PyAutoLens**. See the [autolens_assistant GitHub page](https://github.com/PyAutoLabs/autolens_assistant) for its full scope and instructions.

**The PyAutoLens AI Assistant currently only supports AI coding agents which require a paid subscription, either Claude Code or Codex. Work is ongoing to support free AI coding agents and conversation agents like ChatGPT.**

## What Scale Lens?

What size and scale of strong lens system are you expecting to work with?
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