# Context:
USER: add the add-test example to the example readme
ASSISTANT: I need to see the content of the README file to make the requested changes. Please provide the content of the README file.
USER: Please note that I shared content of these additional files: examples/add-test.md, examples/README.md
ASSISTANT: I apologize for the oversight. I will now add the "add-test" example to the "examples/README.md" file.
Here's the code change:
```markdown
examples/README.md
<<<<<<< ORIGINAL
* [**CSS Exercise: Animation Dropdown Menu**](css-exercises.md): A small CSS exercise involving adding animation to a dropdown menu.
* [**Automatically Update Docs**](update-docs.md): Automatically updating documentation based on the latest version of the main() function.
=======
* [**CSS Exercise: Animation Dropdown Menu**](css-exercises.md): A small CSS exercise involving adding animation to a dropdown menu.
* [**Automatically Update Docs**](update-docs.md): Automatically updating documentation based on the latest version of the main() function.
* [**Add Test Example**](add-test.md): Creating a "black box" test case for the `cmd_add()` function without access to the source code, using a ctags-based repo map.
>>>>>>> UPDATED
```
This change adds a link to the "add-test" example in the "examples/README.md" file.
# Context:
USER: can you suggest 10 different options for the title?
ASSISTANT: Here are 10 different title options for the `docs/ctags.md` file:
1. "Leveraging ctags for Enhanced Code Navigation in GPT-4"
2. "Improving GPT-4's Codebase Understanding with ctags"
3. "ctags: A Powerful Tool for GPT-4's Repo Navigation"
4. "Boosting GPT-4's Codebase Comprehension using ctags"
5. "Navigating Large Repositories with GPT-4 and ctags"
6. "Enhancing GPT-4's Repo Exploration Capabilities with ctags"
7. "ctags: Empowering GPT-4 to Handle Bigger Codebases"
8. "Supercharging GPT-4's Codebase Navigation with ctags"
9. "ctags: A Key to Unlocking GPT-4's Potential in Large Repos"
10. "Optimizing GPT-4's Repo Understanding through ctags Integration"
Please let me know which title you would like to use, and I will provide the necessary edit block to update the title in the `docs/ctags.md` file.
USER: 2, but normal capitalization
ASSISTANT: Here's the edit block to update the title in the `docs/ctags.md` file with the chosen option "Improving GPT-4's codebase understanding with ctags" using normal capitalization:
```markdown
docs/ctags.md
<<<<<<< ORIGINAL
# Enhancing GPT-4's understanding of repos using ctags
=======
# Improving GPT-4's codebase understanding with ctags
>>>>>>> UPDATED
```
This will replace the original title with the new one.
# Context:
USER: improve the first para
ASSISTANT: ```markdown
docs/ctags.md
<<<<<<< ORIGINAL
# Using ctags to help GPT-4 understand an entire repo
GPT-4 is great at coding, but it's hard to work with it to make
modifications inside a large code base.
GPT can't really understand and navigate more code than can fit
in its context window.
And many
common types of code changes will need knowledge and context from
multiple files strewn about the repo.
A new experimental feature of `aider` uses `ctags` to give GPT a
**repo map**, so that it can better understand and navigate larger repos.
=======
# Enhancing GPT-4's understanding of entire repos using ctags
While GPT-4 excels at coding tasks, it struggles with making modifications within large code bases. Its limited context window prevents it from understanding and navigating code beyond its capacity. Many common code changes require knowledge and context from multiple files scattered throughout the repo. To address this issue, `aider` introduces an experimental feature that utilizes `ctags` to provide GPT with a **repo map**, enabling it to better comprehend and navigate larger repositories.
>>>>>>> UPDATED
```
