Fix Typo in CONTRIBUTING.md (#12320)

I have corrected the typos, grammar, and formatting issues.
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# Contributing to LangChain
Hi there! Thank you for even being interested in contributing to LangChain.
As an open-source project in a rapidly developing field, we are extremely open
to contributions, whether they be in the form of new features, improved infra, better documentation, or bug fixes.
As an open-source project in a rapidly developing field, we are extremely open to contributions, whether they involve new features, improved infrastructure, better documentation, or bug fixes.
## 🗺️ Guidelines
### 👩‍💻 Contributing Code
To contribute to this project, please follow a ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow.
To contribute to this project, please follow the ["fork and pull request"](https://docs.github.com/en/get-started/quickstart/contributing-to-projects) workflow.
Please do not try to push directly to this repo unless you are a maintainer.
Please follow the checked-in pull request template when opening pull requests. Note related issues and tag relevant
@ -27,16 +26,14 @@ It's essential that we maintain great documentation and testing. If you:
- Add a demo notebook in `docs/modules`.
- Add unit and integration tests.
We're a small, building-oriented team. If there's something you'd like to add or change, opening a pull request is the
We are a small, progress-oriented team. If there's something you'd like to add or change, opening a pull request is the
best way to get our attention.
### 🚩GitHub Issues
Our [issues](https://github.com/langchain-ai/langchain/issues) page is kept up to date
with bugs, improvements, and feature requests.
Our [issues](https://github.com/langchain-ai/langchain/issues) page is kept up to date with bugs, improvements, and feature requests.
There is a taxonomy of labels to help with sorting and discovery of issues of interest. Please use these to help
organize issues.
There is a taxonomy of labels to help with sorting and discovery of issues of interest. Please use these to help organize issues.
If you start working on an issue, please assign it to yourself.
@ -59,12 +56,12 @@ we do not want these to get in the way of getting good code into the codebase.
## 🚀 Quick Start
This quick start describes running the repository locally.
This quick start guide explains how to run the repository locally.
For a [development container](https://containers.dev/), see the [.devcontainer folder](https://github.com/langchain-ai/langchain/tree/master/.devcontainer).
### Dependency Management: Poetry and other env/dependency managers
This project uses [Poetry](https://python-poetry.org/) v1.6.1+ as a dependency manager.
This project utilizes [Poetry](https://python-poetry.org/) v1.6.1+ as a dependency manager.
❗Note: *Before installing Poetry*, if you use `Conda`, create and activate a new Conda env (e.g. `conda create -n langchain python=3.9`)
@ -75,8 +72,8 @@ tell Poetry to use the virtualenv python environment (`poetry config virtualenvs
### Core vs. Experimental
There are two separate projects in this repository:
- `langchain`: core langchain code, abstractions, and use cases
This repository contains two separate projects:
- `langchain`: core langchain code, abstractions, and use cases.
- `langchain.experimental`: see the [Experimental README](https://github.com/langchain-ai/langchain/tree/master/libs/experimental/README.md) for more information.
Each of these has its own development environment. Docs are run from the top-level makefile, but development
@ -282,7 +279,7 @@ make docs_build
make api_docs_build
```
Finally, you can run the linkchecker to make sure all links are valid:
Finally, run the link checker to ensure all links are valid:
```bash
make docs_linkcheck
@ -307,4 +304,4 @@ even patch releases may contain [non-backwards-compatible changes](https://semve
### 🌟 Recognition
If your contribution has made its way into a release, we will want to give you credit on Twitter (only if you want though)!
If you have a Twitter account you would like us to mention, please let us know in the PR or in another manner.
If you have a Twitter account you would like us to mention, please let us know in the PR or through another means.