docs: linting, syntax, formatting & spelling fixes for all files (#761)

* Update README.md

* fix: 'ollama run' should be 'ollama pull'

* fix: linting, syntax, spelling corrections for all docs

* fix: markdown linting rules and missed fixes

* fix: readded space to block

* fix: changed sh blocks to text

* docs: added exception for bare urls in markdown

* docs: added exception for in-line html (MD033/no-inline-html)

* docs: made python indentation level consistent (4 space tabs) even though I prefer 2.

---------

Co-authored-by: Charles Packer <packercharles@gmail.com>

docs/contributing_code.md

@@ -1,7 +1,7 @@
 ---
 title: Contributing to the codebase
 excerpt: How to modify code and create pull requests
-category: 6581eaa89a00e6001012822c 
+category: 6581eaa89a00e6001012822c
 ---
 
 If you plan on making big changes to the codebase, the easiest way to make contributions is to install MemGPT directly from the source code (instead of via `pypi`, which you do with `pip install ...`).
@@ -9,16 +9,17 @@ If you plan on making big changes to the codebase, the easiest way to make contr
 Once you have a working copy of the source code, you should be able to modify the MemGPT codebase an immediately see any changes you make to the codebase change the way the `memgpt` command works! Then once you make a change you're happy with, you can open a pull request to get your changes merged into the official MemGPT package.
 
 > 📘 Instructions on installing from a fork and opening pull requests
-> 
+>
 > If you plan on contributing your changes, you should create a fork of the MemGPT repo and install the source code from your fork.
 >
-> Please see [our contributing guide](https://github.com/cpacker/MemGPT/blob/main/CONTRIBUTING.md) for instructions on how to install from a fork and open a PR. 
+> Please see [our contributing guide](https://github.com/cpacker/MemGPT/blob/main/CONTRIBUTING.md) for instructions on how to install from a fork and open a PR.
 
 ## Installing MemGPT from source
 
 **Reminder**: if you plan on opening a pull request to contribute your changes, follow our [contributing guide's install instructions](https://github.com/cpacker/MemGPT/blob/main/CONTRIBUTING.md) instead!
 
 To install MemGPT from source, start by cloning the repo:
+
 ```sh
 git clone git@github.com:cpacker/MemGPT.git
 ```
@@ -28,39 +29,45 @@ git clone git@github.com:cpacker/MemGPT.git
 First, install Poetry using [the official instructions here](https://python-poetry.org/docs/#installation).
 
 Once Poetry is installed, navigate to the MemGPT directory and install the MemGPT project with Poetry:
-```shell
+
+```sh
 cd MemGPT
 poetry shell
-poetry install -E dev -E postgres -E local 
+poetry install -E dev -E postgres -E local
 ```
 
 Now when you want to use `memgpt`, make sure you first activate the `poetry` environment using poetry shell:
-```shell
+
+```sh
 $ poetry shell
 (pymemgpt-py3.10) $ memgpt run
 ```
 
 Alternatively, you can use `poetry run` (which will activate the `poetry` environment for the `memgpt run` command only):
-```shell
+
+```sh
 poetry run memgpt run
 ```
 
 ### Installing dependencies with pip
 
 First you should set up a dedicated virtual environment. This is optional, but is highly recommended:
-```shell
+
+```sh
 cd MemGPT
 python3 -m venv venv
 . venv/bin/activate
 ```
 
 Once you've activated your virtual environment and are in the MemGPT project directory, you can install the dependencies with `pip`:
-```shell
+
+```sh
 pip install -e '.[dev,postgres,local]'
 ```
 
 Now, you should be able to run `memgpt` from the command-line using the downloaded source code (if you used a virtual environment, you have to activate the virtual environment to access `memgpt`):
-```shell
+
+```sh
 $ . venv/bin/activate
 (venv) $ memgpt run
 ```