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README.md

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-# Langchain RAG Tutorial
-
-## Install dependencies
-
-1. Do the following before installing the dependencies found in `requirements.txt` file because of current challenges installing `onnxruntime` through `pip install onnxruntime`. 
-
-    - For MacOS users, a workaround is to first install `onnxruntime` dependency for `chromadb` using:
-
-    ```python
-     conda install onnxruntime -c conda-forge
-    ```
-    See this [thread](https://github.com/microsoft/onnxruntime/issues/11037) for additonal help if needed. 
-
-     - For Windows users, follow the guide [here](https://github.com/bycloudai/InstallVSBuildToolsWindows?tab=readme-ov-file) to install the Microsoft C++ Build Tools. Be sure to follow through to the last step to set the enviroment variable path.
-
-
-2. Now run this command to install dependenies in the `requirements.txt` file. 
-
-```python
-pip install -r requirements.txt
-```
-
-3. Install markdown depenendies with: 
-
-```python
-pip install "unstructured[md]"
-```
-
-## Create database
-
-Create the Chroma DB.
-
-```python
-python create_database.py
-```
-
-## Query the database
-
-Query the Chroma DB.
-
-```python
-python query_data.py "How does Alice meet the Mad Hatter?"
-```
-
-> You'll also need to set up an OpenAI account (and set the OpenAI key in your environment variable) for this to work.
-
-Here is a step-by-step tutorial video: [RAG+Langchain Python Project: Easy AI/Chat For Your Docs](https://www.youtube.com/watch?v=tcqEUSNCn8I&ab_channel=pixegami).