various link updates

Author: tylerhutcherson

CONTRIBUTING.md

@@ -87,13 +87,13 @@ poetry run serve-docs
 
 ### Getting Redis
 
-In order for your applications to use RedisVL, you must have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/):
+In order for your applications to use RedisVL, you must have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.io/cloud/) or locally in docker with [Redis Stack](https://redis.io/docs/latest/operate/oss_and_stack/install/install-stack/docker/):
 
 ```bash
 docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest
 ```
 
-This will also spin up the [FREE RedisInsight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`.
+This will also spin up the [FREE RedisInsight GUI](https://redis.io/insight/) at `http://localhost:8001`.
 
 ## How to Report a Bug
 

README.md

@@ -62,9 +62,9 @@ Choose from multiple Redis deployment options:
     docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest
     ```
 3. [Redis Enterprise](https://redis.io/enterprise/): Commercial, self-hosted database
-4. [Azure Cache for Redis Enterprise](https://learn.microsoft.com/azure/azure-cache-for-redis/quickstart-create-redis-enterprise): Fully managed Redis Enterprise on Azure
+4. [Azure Managed Redis](https://azure.microsoft.com/en-us/products/managed-redis): Fully managed Redis Enterprise on Azure
 
-> Enhance your experience and observability with the free [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/).
+> Enhance your experience and observability with the free [Redis Insight GUI](https://redis.io/insight/).
 
 
 # Overview
@@ -371,4 +371,4 @@ For additional help, check out the following resources:
 Please help us by contributing PRs, opening GitHub issues for bugs or new feature ideas, improving documentation, or increasing test coverage. [Read more about how to contribute!](CONTRIBUTING.md)
 
 ## 🚧 Maintenance
-This project is supported by [Redis, Inc](https://redis.com) on a good faith effort basis. To report bugs, request features, or receive assistance, please [file an issue](https://github.com/redis/redis-vl-python/issues).
+This project is supported by [Redis, Inc](https://redis.io) on a good faith effort basis. To report bugs, request features, or receive assistance, please [file an issue](https://github.com/redis/redis-vl-python/issues).

docs/index.md

@@ -39,13 +39,13 @@ Install `redisvl` into your Python (>=3.8) environment using `pip`:
 pip install redisvl
 ```
 
-Then make sure to have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/):
+Then make sure to have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.io/cloud) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/):
 
 ```bash
 docker run -d --name redis -p 6379:6379 -p 8001:8001 redis/redis-stack:latest
 ```
 
-This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`.
+This will also spin up the [Redis Insight GUI](https://redis.io/insight/) at `http://localhost:8001`.
 
 
 ## Table of Contents

docs/overview/installation.md

@@ -55,15 +55,15 @@ $ pip install -e .
 RedisVL requires a distribution of Redis that supports the [Search and Query](https://redis.com/modules/redis-search/) capability of which there are 3:
 
 offering
-1. [Redis Cloud](https://redis.com/try-free), a fully managed cloud offering
+1. [Redis Cloud](https://redis.io/cloud), a fully managed cloud offering
 2. [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/), a local docker image for testing and development
 3. [Redis Enterprise](https://redis.com/redis-enterprise/), a commercial self-hosted
 
 
 
 ### Redis Cloud
 
-Redis Cloud is the easiest way to get started with RedisVL. You can sign up for a free account [here](https://redis.com/try-free). Make sure to have the `Search and Query`
+Redis Cloud is the easiest way to get started with RedisVL. You can sign up for a free account [here](https://redis.io/cloud). Make sure to have the `Search and Query`
 capability enabled when creating your database.
 
 
@@ -76,11 +76,11 @@ in a docker container. To do so, run the following command:
 docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest
 ```
 
-This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`.
+This will also spin up the [Redis Insight GUI](https://redis.io/insight/) at `http://localhost:8001`.
 
 
 ### Redis Enterprise (self-hosted)
 
-Redis Enterprise is a commercial offering that can be self-hosted. You can download the latest version [here](https://redis.com/redis-enterprise-software/download-center/software/).
+Redis Enterprise is a commercial offering that can be self-hosted. You can download the latest version [here](https://redis.io/downloads/).
 
 If you are considering a self-hosted Redis Enterprise deployment on Kubernetes, there is the [Redis Enterprise Operator](https://docs.redis.com/latest/kubernetes/) for Kubernetes. This will allow you to easily deploy and manage a Redis Enterprise cluster on Kubernetes.

docs/user_guide/openai_qna_09.ipynb

@@ -46,7 +46,7 @@
    "source": [
     "# first we need to install a few things\n",
     "\n",
-    "%pip install pandas wget tenacity tiktoken openai==1.13.0"
+    "!pip install pandas wget tenacity tiktoken openai==1.13.0"
    ]
   },
   {