-
-
-
-
-
-
-### Running Tasks
-
-The panel below shows the state of the Hatchet workflow panel at `http://localhost:7274/workflow-runs` immediately after calling `r2r ingest-sample-files`:
-
-
- 
-
-
-
-### Inspecting a workflow
-
-You can inspect a workflow within Hatchet and can even attempt to retry the job from directly in the GUI in the case of failure:
-
-
- 
-
-
-
-
-### Long running tasks
-
-Hatchet supports long running tasks, which is very useful during knowledge graph construction:
-
-
- 
-
-
-
-
-## Coming Soon
-
-In the coming day(s) / week(s) we will further highlight the available feature set and best practices for orchestrating your ingestion workflows inside R2R.
diff --git a/docs/cookbooks/remote-cloud.mdx b/docs/cookbooks/remote-cloud.mdx
deleted file mode 100644
index 85c29dbf1..000000000
--- a/docs/cookbooks/remote-cloud.mdx
+++ /dev/null
@@ -1,9 +0,0 @@
----
-title: 'Remote Cloud'
-description: 'Learn how to deploy R2R into remote cloud environments'
-icon: 'cloud'
----
-
-1. [**Deploy with Azure**](/documentation/deployment/azure)
-2. [**Deploy with GCP**](/documentation/deployment/gcp)
-3. [**Deploy with AWS**](/documentation/deployment/aws)
diff --git a/docs/cookbooks/user-auth.mdx b/docs/cookbooks/user-auth.mdx
deleted file mode 100644
index 0c47b72f4..000000000
--- a/docs/cookbooks/user-auth.mdx
+++ /dev/null
@@ -1,266 +0,0 @@
----
-title: 'User Auth'
-description: 'A comprehensive guide to user authentication and management features in R2R'
-icon: 'key'
----
-
-## Introduction
-
-R2R provides a complete set of user authentication and management features, allowing developers to implement secure and feature-rich authentication systems, or to integrate directly with their authentication provider of choice.
-
-[Refer here](/documentation/deep-dive/providers/auth) for documentation on the available authentication provider options built into R2R, or [refer here](/api-reference/endpoint/register) for available auth API reference.
-
-
-
-
- );
-};
-
-export default R2RQueryApp;
-```
-R2R Web Dev Template
-A simple template for making RAG queries with R2R. - Make sure that your R2R server is up and running, and that you've ingested files! -
-- Check out the R2R Documentation for more information. -
- setQuery(e.target.value)} - placeholder="Enter your query here" - className={styles.queryInput} - /> - - {isLoading ? ( - - ) : ( -{result}
- )}
- 
-
-
-## Troubleshooting
-
-Here's how to solve some common problems when working with the CLI.
-
-
-
-
-## Installing Dependencies
-
-SSH into your newly created VM with a command like `ssh -i my_pem.pem azureuser@
-
-
-Now, run the following commands to install the necessary R2R dependencies:
-
-
-```bash
-# Update package list and install Python and pip
-sudo apt update
-sudo apt install python3-pip
-
-# Install R2R
-pip install r2r
-
-# Add R2R to PATH
-echo 'export PATH=$PATH:$HOME/.local/bin' >> ~/.bashrc
-source ~/.bashrc
-
-# Install Docker
-sudo apt-get update
-sudo apt-get install ca-certificates curl
-sudo install -m 0755 -d /etc/apt/keyrings
-sudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc
-sudo chmod a+r /etc/apt/keyrings/docker.asc
-
-echo \
- "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/ubuntu \
- $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
- sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
-sudo apt-get update
-
-sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
-
-# Add your user to the Docker group
-sudo usermod -aG docker $USER
-newgrp docker
-
-# Verify Docker installation
-docker run hello-world
-```
-
-
- 
-
-
-
-## Setting up R2R
-
-1. Serve your R2R backend
-
-```bash
-# Set required remote providers
-export OPENAI_API_KEY=sk-...
-
-# Optional - pass in a custom configuration here
-r2r serve --docker --full
-```
-
-
-
- 
-
-
-2. Double check the health of the system
-
-```bash
- r2r health
-```
-
-```bash
-Time taken: 0.01 seconds
-{'results': {'response': 'ok'}}
-```
-
-3. Test ingesting and searching a sample document from a remote environment
-
-```bash
-# From your local machine
-
-r2r --base-url=http://-
-
- m (int): Number of connections per element -
- ef_construction (int): Size of the dynamic candidate list for construction -
-
-
- n_lists (int): Number of clusters/inverted lists -