Configure Sweep

…thedocs_integrati

Sweep: Set up project for ReadTheDocs integration.  (✓ Sandbox Passed)

Update Documentation to Reflect Code Changes

…umentation

Sweep: Set up ReadTheDocs Documentation (✓ Sandbox Passed)

Refactored the documentation structure to move conf.py, index.rst, and other files to the 'docs/source' directory. Updated the '.gitignore' file to ignore the 'docs/doctrees' and 'docs/html' directories.

Added /docs/doctrees/ and /docs/html/ to .gitignore

…Read the Docs (RTD).

# Aider chat conversation:

USER: Is the config for rtd using the right root path ?

ASSISTANT: To determine if the configuration for Read the Docs (RTD) is using the correct root path, we need to consider the typical structure of a Python project and how RTD builds the documentation. The `os.path.abspath('../dspy/')` line is intended to add the directory containing the module/package `dspy` to the system path so that Sphinx can import the modules for documentation.

If the `docs` directory is at the same level as the `dspy` directory, the current configuration is incorrect because `..` would refer to the parent directory of `docs`, not the sibling directory. The correct path should be `os.path.abspath('../../dspy/')` to go up two levels from `docs/source` to the root of the project and then into the `dspy` directory.

Here is the diff to correct the root path:

```diff
--- docs/source/conf.py
+++ docs/source/conf.py
@@ ... @@
# Set the root path of the project
-sys.path.insert(0, os.path.abspath('../dspy/'))
+sys.path.insert(0, os.path.abspath('../../dspy/'))
```

This change assumes that the `dspy` directory is a sibling of the `docs` directory and that the `conf.py` file is located in `docs/source`. If the directory structure is different, please provide the correct structure so I can adjust the path accordingly.

Remove unnecessary sections from index.rst

Update the index.rst file with new content and images.

…e-code

Remove duplicate code block in Predict class

…on in README.

…raw_from_the_new_r_1

Sweep: Refactor index.rst to draw from the new `*.rst` converted documentation (✓ Sandbox Passed)

This commit updates the docs README and main documentation with clearer examples and explanations. It also adds a new introductory tutorial notebook for DSPy. All descriptions of how to use DSPy, including setting up language and retrieval models and constructing DSPy programs, are now fleshed out with corresponding code examples for better understanding. A new detailed FAQ section has also been added to guide users about when to use DSPy and how it compares to other libraries.

…or_leftover_html_t

Sweep: Revise `docs/README.rst` for leftover HTML tags, and other syntax issues.  (✓ Sandbox Passed)

This commit adds the initial documentation files and structure for the DSPy project. The documentation is written using Sphinx and reStructuredText format. The documentation includes sections for language model clients, retrieval model clients, teleprompters, using local models, and modules. These sections provide an overview of the different components of DSPy and how to use them. The documentation also includes an image representing DSPy and a conclusion section. This is the initial commit for the documentation and more content will be added in future commits.

…ation_from_llamain

Sweep: Update cloned documentation from llama-index to document DSPy (✓ Sandbox Passed)

…/source/conf.py" to "docs/conf.py" to match actual file location

…assertions_in_dspy

Sweep: Add documentation for `Assertions`, in `dspy/assert`.

…he_dspy_folder_has

Sweep: Ensure `signatures` in the `dspy/` folder has documentation.  (✓ Sandbox Passed)

The Algolia CSS file was removed, impacting the configuration file as well. Moreover, the documentation's structure was heavily updated, removing unnecessary sections and refining existing ones for clarity. Sections related to community and contributions are emphasized now. The standardization of the table of contents and captions was also a prominent part of the update.

… docs

The README.rst file is deleted and modules.ipynb file, which explains the use of DSPy modules, is created. The README was removed because the same information was already found in other files, resulting in duplication. The newly added file provides a detailed explanation about the DSPy modules.

The code refactor involves renaming and reorganizing the documentation and tutorial files from 'dspy_constructs' folders to 'guides' and 'api_reference' folders respectively. This makes the documentation more understandable and easier to navigate. In the process, redundant README files were also removed to eliminate unnecessary duplication.

The commit removes a redundant README file from the 'getting_started' folder and renames the existing README. The documentation structure has also been adjusted, moving files from 'getting_started' to 'guides' and 'api_reference', enhancing clarity and usability.