docs: update docs and readme

README.md

@@ -1,27 +1,28 @@
-# Welcome to Instructor - Your Gateway to Structured Outputs with OpenAI
+# Instructor
 
-_Pythonic Structured Outputs powered by LLM function calling and tool calling APIs. Designed for simplicity, transparency, and control._
+_Structured outputs powered by llms. Designed for simplicity, transparency, and control._
 
 ---
 
-[Star us on Github!](https://www.github.com/jxnl/instructor)
-
 [![Twitter Follow](https://img.shields.io/twitter/follow/jxnlco?style=social)](https://twitter.com/jxnlco)
-[![Downloads](https://img.shields.io/pypi/dm/instructor.svg)](https://pypi.python.org/pypi/instructor)
-[![Documentation](https://img.shields.io/badge/docs-available-brightgreen)](https://jxnl.github.io/instructor)
-[![Coverage Status](https://coveralls.io/repos/github/jxnl/instructor/badge.svg?branch=add-coveralls)](https://coveralls.io/github/jxnl/instructor?branch=add-coveralls)
 [![Discord](https://img.shields.io/discord/1192334452110659664?label=discord)](https://discord.gg/CV8sPM5k5Y)
+[![Downloads](https://img.shields.io/pypi/dm/instructor.svg)](https://pypi.python.org/pypi/instructor)
+
+Instructor stands out for its simplicity, transparency, and user-centric design. We leverage Pydantic to do the heavy lifting, and we've built a simple, easy-to-use API on top of it by helping you manage [validation context](./concepts/reask_validation.md), retries with [Tenacity](./concepts/retrying.md), and streaming [Lists](./concepts/lists.md) and [Partial](./concepts/partial.md) responses.
 
-Dive into the world of Python-based structured extraction, empowered by OpenAI's cutting-edge function calling API. Instructor stands out for its simplicity, transparency, and user-centric design. Whether you're a seasoned developer or just starting out, you'll find Instructor's approach intuitive and its results insightful.
+Check us out in [Typescript](https://instructor-ai.github.io/instructor-js/) and [Elixir](https://github.com/thmsmlr/instructor_ex/).
 
-## Ports to other languages
+Instructor is not limited to the OpenAI API, we have support for many other backends that via patching. Check out more on [patching](./concepts/patching.md).
 
-Check out ports to other languages below:
+1. Wrap OpenAI's SDK
+2. Wrap the create method
 
-- [Typescript / Javascript](https://www.github.com/jxnl/instructor-js)
-- [Elixir](https://github.com/thmsmlr/instructor_ex/)
+Including but not limited to:
 
-If you want to port Instructor to another language, please reach out to us on [Twitter](https://twitter.com/jxnlco) we'd love to help you get started!
+- [Together](./blog/posts/together.md)
+- [Ollama](./blog/posts/ollama.md)
+- [AnyScale](./blog/posts/anyscale.md)
+- [llama-cpp-python](./blog/posts/llama-cpp-python.md)
 
 ## Get Started in Moments
 

docs/index.md

@@ -8,16 +8,23 @@ _Structured outputs powered by llms. Designed for simplicity, transparency, and
 [![Discord](https://img.shields.io/discord/1192334452110659664?label=discord)](https://discord.gg/CV8sPM5k5Y)
 [![Downloads](https://img.shields.io/pypi/dm/instructor.svg)](https://pypi.python.org/pypi/instructor)
 
-Dive into the world of Python-based structured extraction, by OpenAI's function calling API and Pydantic, the most widely used data validation library for Python. Instructor stands out for its simplicity, transparency, and user-centric design. Whether you're a seasoned developer or just starting out, you'll find Instructor's approach intuitive and steerable.
+Instructor stands out for its simplicity, transparency, and user-centric design. We leverage Pydantic to do the heavy lifting, and we've built a simple, easy-to-use API on top of it by helping you manage [validation context](./concepts/reask_validation.md), retries with [Tenacity](./concepts/retrying.md), and streaming [Lists](./concepts/lists.md) and [Partial](./concepts/partial.md) responses.
 
-!!! tip "Support in other languages"
+Check us out in [Typescript](https://instructor-ai.github.io/instructor-js/) and [Elixir](https://github.com/thmsmlr/instructor_ex/).
 
-    Check out ports to other languages below:
+!!! tip "Not limited to the OpenAI API"
 
-    - [Typescript / Javascript](https://instructor-ai.github.io/instructor-js/)
-    - [Elixir](https://github.com/thmsmlr/instructor_ex/)
+    Instructor is not limited to the OpenAI API, we have support for many other backends that via patching. Check out more on [patching](./concepts/patching.md).
 
-    If you want to port Instructor to another language, please reach out to us on [Twitter](https://twitter.com/jxnlco) we'd love to help you get started!
+    1. Wrap OpenAI's SDK
+    2. Wrap the create method
+
+    Including but not limited to:
+
+    - [Together](./blog/posts/together.md)
+    - [Ollama](./blog/posts/ollama.md)
+    - [AnyScale](./blog/posts/anyscale.md)
+    - [llama-cpp-python](./blog/posts/llama-cpp-python.md)
 
 ## Usage
 

mkdocs.yml

@@ -120,10 +120,10 @@ nav:
   - Introduction: 
     - Welcome To Instructor: 'index.md'
     - Why use Instructor?: 'why.md'
+    - Prompting Tips: 'concepts/prompting.md'
     - Help with Instructor: 'help.md'
     - Installation: 'installation.md'
     - Contributing: 'contributing.md'
-  - Tips: 'concepts/prompting.md'
   - Concepts:
     - Philosophy: 'concepts/philosophy.md'
     - Models: 'concepts/models.md'
@@ -163,7 +163,7 @@ nav:
     - Image to Ad Copy: 'examples/image_to_ad_copy.md'
     - Ollama: 'examples/ollama.md'
     - SQLModel Integration: 'examples/sqlmodel.md'
-  - Hub:
+  - "Hub (new!)":
     - Introduction: 'hub/index.md'
     - Single Classification Model: 'hub/single_classification.md'
     - Multiple Classification Model: 'hub/multiple_classification.md'