Fixing a minor grammatical mistake
diff --git a/docs/use_cases/q_and_a/rag_cli.md b/docs/use_cases/q_and_a/rag_cli.md
index 3d17e7676a035..6e69103ded497 100644
--- a/docs/use_cases/q_and_a/rag_cli.md
+++ b/docs/use_cases/q_and_a/rag_cli.md
@@ -2,7 +2,7 @@
 
 One common use case is chatting with an LLM about files you have saved locally on your computer.
 
-We have written a CLI tool do help you do just that! You can point the rag CLI tool to a set of files you've saved locally, and it will ingest those files into a local vector database that is then used for a Chat Q&A repl within your terminal.
+We have written a CLI tool to help you do just that! You can point the rag CLI tool to a set of files you've saved locally, and it will ingest those files into a local vector database that is then used for a Chat Q&A repl within your terminal.
 
 By default, this tool uses OpenAI for the embeddings & LLM as well as a local Chroma Vector DB instance. **Warning**: this means that, by default, the local data you ingest with this tool _will_ be sent to OpenAI's API.
 

# Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

## Type of Change

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- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] This change requires a documentation update

# How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

- [ ] Added new unit/integration tests
- [ ] Added new notebook (that tests end-to-end)
- [ ] I stared at the code and made sure it makes sense

# Suggested Checklist:

- [ ] I have performed a self-review of my own code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] I have added Google Colab support for the newly added notebooks.
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] I ran `make format; make lint` to appease the lint gods
