diff --git a/.github/workflows/redisvl_docs_sync.yaml b/.github/workflows/redisvl_docs_sync.yaml
index 8ec3bd4fcf..bd54a44d02 100644
--- a/.github/workflows/redisvl_docs_sync.yaml
+++ b/.github/workflows/redisvl_docs_sync.yaml
@@ -66,7 +66,6 @@ jobs:
           ---
           linkTitle: ${linkTitle}
           title: ${title}
-          type: integration
           EOL
 
               # Inject weight property for index pages to preserve order
@@ -125,7 +124,7 @@ jobs:
               sed -E -i 's/^> *//g; s/\x1b\[[0-9;]*m//g' "${markdown_page}"
 
               # Replace https://docs.redisvl.com links
-              sed -E -i 's#https://docs.redisvl.com/en/latest/.+/([^_]+).+\.html(\#[^)]+)#{{< relref "\1\2" >}}#g; s#https://docs.redisvl.com/en/latest/(.+)\.html#https://redis.io/docs/latest/integrate/redisvl/\1#g' "${markdown_page}"
+              sed -E -i 's#https://docs.redisvl.com/en/latest/.+/([^_]+).+\.html(\#[^)]+)#{{< relref "\1\2" >}}#g; s#https://docs.redisvl.com/en/latest/(.+)\.html#https://redis.io/docs/latest/develop/ai/redisvl/\1#g' "${markdown_page}"
           done
 
           # Fix links in api pages
@@ -236,7 +235,7 @@ jobs:
               fi
           done
 
-          cp -r redis_vl_hugo/* content/integrate/redisvl/
+          cp -r redis_vl_hugo/* content/develop/ai/redisvl/
 
       - name: 'Create pull request if necessary'
         env:
@@ -262,12 +261,12 @@ jobs:
             git checkout -b "${branch}"
           fi
 
-          redisvl_is_different=$(git diff content/integrate/redisvl/)
+          redisvl_is_different=$(git diff content/develop/ai/redisvl/)
 
           if [[ ! -z $redisvl_is_different ]]; then
             redisvl_change=true
 
-            git add "content/integrate/redisvl/"
+            git add "content/develop/ai/redisvl/"
             git config user.email "177626021+redisdocsapp[bot]@users.noreply.github.com"
             git config user.name "redisdocsapp[bot]"
             git commit -m "Update for redisvl ${release}"
diff --git a/content/develop/ai/_index.md b/content/develop/ai/_index.md
index 486c764ae2..2be59d7591 100644
--- a/content/develop/ai/_index.md
+++ b/content/develop/ai/_index.md
@@ -15,7 +15,7 @@ Redis stores and indexes vector embeddings that semantically represent unstructu
 
 | Vector | RAG | RedisVL |
 | :-- | :-- | :-- |
-| {{<image filename="images/ai-cube.svg" alt="AI Redis icon.">}}[Redis vector database quick start guide]({{< relref "/develop/get-started/vector-database" >}}) |{{<image filename="images/ai-brain.svg" alt="AI Redis icon.">}} [Retrieval-Augmented Generation quick start guide]({{< relref "/develop/get-started/rag" >}}) | {{<image filename="images/ai-lib.svg" alt="AI Redis icon.">}}[Redis vector Python client library documentation]({{< relref "/integrate/redisvl/" >}}) |
+| {{<image filename="images/ai-cube.svg" alt="AI Redis icon.">}}[Redis vector database quick start guide]({{< relref "/develop/get-started/vector-database" >}}) |{{<image filename="images/ai-brain.svg" alt="AI Redis icon.">}} [Retrieval-Augmented Generation quick start guide]({{< relref "/develop/get-started/rag" >}}) | {{<image filename="images/ai-lib.svg" alt="AI Redis icon.">}}[Redis vector Python client library documentation]({{< relref "/develop/ai/redisvl/" >}}) |
 
 #### Overview
 
diff --git a/content/develop/ai/redisvl/_index.md b/content/develop/ai/redisvl/_index.md
new file mode 100644
index 0000000000..14950831c4
--- /dev/null
+++ b/content/develop/ai/redisvl/_index.md
@@ -0,0 +1,30 @@
+---
+categories:
+- docs
+- integrate
+- stack
+- oss
+- rs
+- rc
+- oss
+- clients
+description: This is the Redis vector library (RedisVL).
+group: library
+hidden: false
+linkTitle: RedisVL
+summary: RedisVL provides a powerful, dedicated Python client library for using Redis
+  as a vector database. Leverage Redis's speed, reliability, and vector-based semantic
+  search capabilities to supercharge your application.
+title: RedisVL
+type: integration
+weight: 1
+---
+RedisVL is a powerful, dedicated Python client library for Redis that enables seamless integration and management of high-dimensional vector data.
+Built to support machine learning and artificial intelligence workflows, RedisVL simplifies the process of storing, searching, and analyzing vector embeddings, which are commonly used for tasks like recommendation systems, semantic search, and anomaly detection.
+
+Key features of RedisVL include:
+
+- Vector Similarity Search: Efficiently find nearest neighbors in high-dimensional spaces using algorithms like HNSW (Hierarchical Navigable Small World).
+- Integration with AI Frameworks: RedisVL works seamlessly with popular frameworks such as TensorFlow, PyTorch, and Hugging Face, making it easy to deploy AI models.
+- Scalable and Fast: Leveraging Redis's in-memory architecture, RedisVL provides low-latency access to vector data, even at scale.
+- By bridging the gap between data storage and AI model deployment, RedisVL empowers developers to build intelligent, real-time applications with minimal infrastructure complexity.
diff --git a/content/integrate/redisvl/api/_index.md b/content/develop/ai/redisvl/api/_index.md
similarity index 98%
rename from content/integrate/redisvl/api/_index.md
rename to content/develop/ai/redisvl/api/_index.md
index c52795d710..079e66ced5 100644
--- a/content/integrate/redisvl/api/_index.md
+++ b/content/develop/ai/redisvl/api/_index.md
@@ -1,9 +1,10 @@
 ---
 linkTitle: RedisVL API
 title: RedisVL API
-type: integration
 weight: 5
 hideListLinks: true
+aliases:
+- /integrate/redisvl/api
 ---
 
 
diff --git a/content/integrate/redisvl/api/cache.md b/content/develop/ai/redisvl/api/cache.md
similarity index 99%
rename from content/integrate/redisvl/api/cache.md
rename to content/develop/ai/redisvl/api/cache.md
index f9cecf6dc2..699ddacb6b 100644
--- a/content/integrate/redisvl/api/cache.md
+++ b/content/develop/ai/redisvl/api/cache.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: LLM cache
 title: LLM Cache
-type: integration
+aliases:
+- /integrate/redisvl/api/cache
 ---
 
 
diff --git a/content/integrate/redisvl/api/filter.md b/content/develop/ai/redisvl/api/filter.md
similarity index 99%
rename from content/integrate/redisvl/api/filter.md
rename to content/develop/ai/redisvl/api/filter.md
index 7281929929..b5cd683c2c 100644
--- a/content/integrate/redisvl/api/filter.md
+++ b/content/develop/ai/redisvl/api/filter.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Filter
 title: Filter
-type: integration
+aliases:
+- /integrate/redisvl/api/filter
 ---
 
 
diff --git a/content/integrate/redisvl/api/message_history.md b/content/develop/ai/redisvl/api/message_history.md
similarity index 99%
rename from content/integrate/redisvl/api/message_history.md
rename to content/develop/ai/redisvl/api/message_history.md
index b07408a7e3..4c283d0081 100644
--- a/content/integrate/redisvl/api/message_history.md
+++ b/content/develop/ai/redisvl/api/message_history.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: LLM message history
 title: LLM Message History
-type: integration
+aliases:
+- /integrate/redisvl/api/message_history
 ---
 
 
diff --git a/content/integrate/redisvl/api/query.md b/content/develop/ai/redisvl/api/query.md
similarity index 99%
rename from content/integrate/redisvl/api/query.md
rename to content/develop/ai/redisvl/api/query.md
index 32f8f0780b..ec594f2f6e 100644
--- a/content/integrate/redisvl/api/query.md
+++ b/content/develop/ai/redisvl/api/query.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Query
 title: Query
-type: integration
+aliases:
+- /integrate/redisvl/api/query
 ---
 
 
diff --git a/content/integrate/redisvl/api/reranker.md b/content/develop/ai/redisvl/api/reranker.md
similarity index 99%
rename from content/integrate/redisvl/api/reranker.md
rename to content/develop/ai/redisvl/api/reranker.md
index 11a40b5327..0eda469c1a 100644
--- a/content/integrate/redisvl/api/reranker.md
+++ b/content/develop/ai/redisvl/api/reranker.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Rerankers
 title: Rerankers
-type: integration
+aliases:
+- /integrate/redisvl/api/reranker
 ---
 
 
diff --git a/content/integrate/redisvl/api/router.md b/content/develop/ai/redisvl/api/router.md
similarity index 99%
rename from content/integrate/redisvl/api/router.md
rename to content/develop/ai/redisvl/api/router.md
index b39639696b..12c67c3f88 100644
--- a/content/integrate/redisvl/api/router.md
+++ b/content/develop/ai/redisvl/api/router.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Semantic router
 title: Semantic Router
-type: integration
+aliases:
+- /integrate/redisvl/api/router
 ---
 
 
diff --git a/content/integrate/redisvl/api/schema.md b/content/develop/ai/redisvl/api/schema.md
similarity index 99%
rename from content/integrate/redisvl/api/schema.md
rename to content/develop/ai/redisvl/api/schema.md
index 1e26cb69ec..cc7f43548f 100644
--- a/content/integrate/redisvl/api/schema.md
+++ b/content/develop/ai/redisvl/api/schema.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Schema
 title: Schema
-type: integration
+aliases:
+- /integrate/redisvl/api/schema
 ---
 
 
diff --git a/content/integrate/redisvl/api/searchindex.md b/content/develop/ai/redisvl/api/searchindex.md
similarity index 99%
rename from content/integrate/redisvl/api/searchindex.md
rename to content/develop/ai/redisvl/api/searchindex.md
index d92838f364..5131230711 100644
--- a/content/integrate/redisvl/api/searchindex.md
+++ b/content/develop/ai/redisvl/api/searchindex.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Search index classes
 title: Search Index Classes
-type: integration
+aliases:
+- /integrate/redisvl/api/searchindex
 ---
 
 
diff --git a/content/integrate/redisvl/api/session_manager.md b/content/develop/ai/redisvl/api/session_manager.md
similarity index 99%
rename from content/integrate/redisvl/api/session_manager.md
rename to content/develop/ai/redisvl/api/session_manager.md
index 6ea469eb69..8576f8bf77 100644
--- a/content/integrate/redisvl/api/session_manager.md
+++ b/content/develop/ai/redisvl/api/session_manager.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: LLM session manager
 title: LLM Session Manager
-type: integration
+aliases:
+- /integrate/redisvl/api/session_manager
 ---
 
 
diff --git a/content/integrate/redisvl/api/threshold_optimizer.md b/content/develop/ai/redisvl/api/threshold_optimizer.md
similarity index 75%
rename from content/integrate/redisvl/api/threshold_optimizer.md
rename to content/develop/ai/redisvl/api/threshold_optimizer.md
index bfdb463106..b5986ea115 100644
--- a/content/integrate/redisvl/api/threshold_optimizer.md
+++ b/content/develop/ai/redisvl/api/threshold_optimizer.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Threshold optimizers
 title: Threshold Optimizers
-type: integration
+aliases:
+- /integrate/redisvl/api/threshold_optimizer
 ---
 
 
diff --git a/content/integrate/redisvl/api/vectorizer.md b/content/develop/ai/redisvl/api/vectorizer.md
similarity index 99%
rename from content/integrate/redisvl/api/vectorizer.md
rename to content/develop/ai/redisvl/api/vectorizer.md
index 7133911960..968ed88979 100644
--- a/content/integrate/redisvl/api/vectorizer.md
+++ b/content/develop/ai/redisvl/api/vectorizer.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Vectorizers
 title: Vectorizers
-type: integration
+aliases:
+- /integrate/redisvl/api/vectorizer
 ---
 
 
diff --git a/content/integrate/redisvl/install.md b/content/develop/ai/redisvl/install.md
similarity index 91%
rename from content/integrate/redisvl/install.md
rename to content/develop/ai/redisvl/install.md
index 6c66c51858..9716fb1c87 100644
--- a/content/integrate/redisvl/install.md
+++ b/content/develop/ai/redisvl/install.md
@@ -1,11 +1,10 @@
 ---
-aliases:
-- /integrate/redisvl/overview/install
 description: Install RedisVL
 linkTitle: Install
 title: Install
-type: integration
 weight: 2
+aliases:
+- /integrate/redisvl/install
 ---
 ## Installation
 
diff --git a/content/integrate/redisvl/overview/_index.md b/content/develop/ai/redisvl/overview/_index.md
similarity index 92%
rename from content/integrate/redisvl/overview/_index.md
rename to content/develop/ai/redisvl/overview/_index.md
index 602ca30ff3..ebfdcbdbd3 100644
--- a/content/integrate/redisvl/overview/_index.md
+++ b/content/develop/ai/redisvl/overview/_index.md
@@ -1,9 +1,10 @@
 ---
 linkTitle: Overview
 title: Overview
-type: integration
 weight: 3
 hideListLinks: true
+aliases:
+- /integrate/redisvl/overview
 ---
 
 
diff --git a/content/integrate/redisvl/overview/cli.md b/content/develop/ai/redisvl/overview/cli.md
similarity index 99%
rename from content/integrate/redisvl/overview/cli.md
rename to content/develop/ai/redisvl/overview/cli.md
index 123b78986f..c0a5005128 100644
--- a/content/integrate/redisvl/overview/cli.md
+++ b/content/develop/ai/redisvl/overview/cli.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: The RedisVL CLI
 title: The RedisVL CLI
-type: integration
+aliases:
+- /integrate/redisvl/overview/cli
 ---
 
 
diff --git a/content/integrate/redisvl/overview/installation.md b/content/develop/ai/redisvl/overview/installation.md
similarity index 98%
rename from content/integrate/redisvl/overview/installation.md
rename to content/develop/ai/redisvl/overview/installation.md
index 271d294c3a..3472743483 100644
--- a/content/integrate/redisvl/overview/installation.md
+++ b/content/develop/ai/redisvl/overview/installation.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: Install RedisVL
 title: Install RedisVL
-type: integration
+aliases:
+- /integrate/redisvl/overview/installation
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/_index.md b/content/develop/ai/redisvl/user_guide/_index.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/_index.md
rename to content/develop/ai/redisvl/user_guide/_index.md
index 61f0ea04af..fe7fd536d0 100644
--- a/content/integrate/redisvl/user_guide/_index.md
+++ b/content/develop/ai/redisvl/user_guide/_index.md
@@ -1,9 +1,10 @@
 ---
 linkTitle: User guides
 title: User Guides
-type: integration
 weight: 4
 hideListLinks: true
+aliases:
+- /integrate/redisvl/user_guide
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/embeddings_cache.md b/content/develop/ai/redisvl/user_guide/embeddings_cache.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/embeddings_cache.md
rename to content/develop/ai/redisvl/user_guide/embeddings_cache.md
index 731dba6588..2271e63e08 100644
--- a/content/integrate/redisvl/user_guide/embeddings_cache.md
+++ b/content/develop/ai/redisvl/user_guide/embeddings_cache.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Caching embeddings
 title: Caching Embeddings
-type: integration
 weight: 10
+aliases:
+- /integrate/redisvl/user_guide/embeddings_cache
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/getting_started.md b/content/develop/ai/redisvl/user_guide/getting_started.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/getting_started.md
rename to content/develop/ai/redisvl/user_guide/getting_started.md
index bd9f294c86..ef82f4b789 100644
--- a/content/integrate/redisvl/user_guide/getting_started.md
+++ b/content/develop/ai/redisvl/user_guide/getting_started.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Getting started with RedisVL
 title: Getting Started with RedisVL
-type: integration
 weight: 01
+aliases:
+- /integrate/redisvl/user_guide/getting_started
 ---
 
 `redisvl` is a versatile Python library with an integrated CLI, designed to enhance AI applications using Redis. This guide will walk you through the following steps:
diff --git a/content/integrate/redisvl/user_guide/hash_vs_json.md b/content/develop/ai/redisvl/user_guide/hash_vs_json.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/hash_vs_json.md
rename to content/develop/ai/redisvl/user_guide/hash_vs_json.md
index b141ffe93c..879c858572 100644
--- a/content/integrate/redisvl/user_guide/hash_vs_json.md
+++ b/content/develop/ai/redisvl/user_guide/hash_vs_json.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Hash vs JSON storage
 title: Hash vs JSON Storage
-type: integration
 weight: 05
+aliases:
+- /integrate/redisvl/user_guide/hash_vs_json
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/hybrid_queries.md b/content/develop/ai/redisvl/user_guide/hybrid_queries.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/hybrid_queries.md
rename to content/develop/ai/redisvl/user_guide/hybrid_queries.md
index 8b9a1d557a..1f45e5b349 100644
--- a/content/integrate/redisvl/user_guide/hybrid_queries.md
+++ b/content/develop/ai/redisvl/user_guide/hybrid_queries.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Querying with RedisVL
 title: Querying with RedisVL
-type: integration
 weight: 02
+aliases:
+- /integrate/redisvl/user_guide/hybrid_queries
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/llmcache.md b/content/develop/ai/redisvl/user_guide/llmcache.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/llmcache.md
rename to content/develop/ai/redisvl/user_guide/llmcache.md
index bc98756950..f2d32a9c26 100644
--- a/content/integrate/redisvl/user_guide/llmcache.md
+++ b/content/develop/ai/redisvl/user_guide/llmcache.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Semantic caching for LLMs
 title: Semantic Caching for LLMs
-type: integration
 weight: 03
+aliases:
+- /integrate/redisvl/user_guide/llmcache
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/message_history.md b/content/develop/ai/redisvl/user_guide/message_history.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/message_history.md
rename to content/develop/ai/redisvl/user_guide/message_history.md
index 61a4628034..0e84bd8deb 100644
--- a/content/integrate/redisvl/user_guide/message_history.md
+++ b/content/develop/ai/redisvl/user_guide/message_history.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: LLM message history
 title: LLM Message History
-type: integration
 weight: 07
+aliases:
+- /integrate/redisvl/user_guide/message_history
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/release_guide/0_5_0_release.md b/content/develop/ai/redisvl/user_guide/release_guide/0_5_0_release.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/release_guide/0_5_0_release.md
rename to content/develop/ai/redisvl/user_guide/release_guide/0_5_0_release.md
index 4e5c0bfdd9..0711737a49 100644
--- a/content/integrate/redisvl/user_guide/release_guide/0_5_0_release.md
+++ b/content/develop/ai/redisvl/user_guide/release_guide/0_5_0_release.md
@@ -1,7 +1,8 @@
 ---
 linkTitle: 0.5.1 feature overview
 title: 0.5.1 Feature Overview
-type: integration
+aliases:
+- /integrate/redisvl/user_guide/release_guide/0_5_0_release
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/release_guide/_index.md b/content/develop/ai/redisvl/user_guide/release_guide/_index.md
similarity index 93%
rename from content/integrate/redisvl/user_guide/release_guide/_index.md
rename to content/develop/ai/redisvl/user_guide/release_guide/_index.md
index 4b8a392d55..32a679d3bd 100644
--- a/content/integrate/redisvl/user_guide/release_guide/_index.md
+++ b/content/develop/ai/redisvl/user_guide/release_guide/_index.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Release guides
 title: Release Guides
-type: integration
 hideListLinks: true
+aliases:
+- /integrate/redisvl/user_guide/release_guide
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/rerankers.md b/content/develop/ai/redisvl/user_guide/rerankers.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/rerankers.md
rename to content/develop/ai/redisvl/user_guide/rerankers.md
index 5747a0078c..9ec9c94a77 100644
--- a/content/integrate/redisvl/user_guide/rerankers.md
+++ b/content/develop/ai/redisvl/user_guide/rerankers.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Rerankers
 title: Rerankers
-type: integration
 weight: 06
+aliases:
+- /integrate/redisvl/user_guide/rerankers
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/semantic_router.md b/content/develop/ai/redisvl/user_guide/semantic_router.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/semantic_router.md
rename to content/develop/ai/redisvl/user_guide/semantic_router.md
index 74ea12c04e..e6358e99b7 100644
--- a/content/integrate/redisvl/user_guide/semantic_router.md
+++ b/content/develop/ai/redisvl/user_guide/semantic_router.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Semantic routing
 title: Semantic Routing
-type: integration
 weight: 08
+aliases:
+- /integrate/redisvl/user_guide/semantic_router
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/session_manager.md b/content/develop/ai/redisvl/user_guide/session_manager.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/session_manager.md
rename to content/develop/ai/redisvl/user_guide/session_manager.md
index 57eac77620..18d1cbea86 100644
--- a/content/integrate/redisvl/user_guide/session_manager.md
+++ b/content/develop/ai/redisvl/user_guide/session_manager.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: LLM session memory
 title: LLM Session Memory
-type: integration
 weight: 07
+aliases:
+- /integrate/redisvl/user_guide/session_manager
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/threshold_optimization.md b/content/develop/ai/redisvl/user_guide/threshold_optimization.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/threshold_optimization.md
rename to content/develop/ai/redisvl/user_guide/threshold_optimization.md
index 43722609ef..e870aa037a 100644
--- a/content/integrate/redisvl/user_guide/threshold_optimization.md
+++ b/content/develop/ai/redisvl/user_guide/threshold_optimization.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Threshold optimization
 title: Threshold Optimization
-type: integration
 weight: 09
+aliases:
+- /integrate/redisvl/user_guide/threshold_optimization
 ---
 
 
diff --git a/content/integrate/redisvl/user_guide/vectorizers.md b/content/develop/ai/redisvl/user_guide/vectorizers.md
similarity index 99%
rename from content/integrate/redisvl/user_guide/vectorizers.md
rename to content/develop/ai/redisvl/user_guide/vectorizers.md
index b50689c024..8eb2cf38c3 100644
--- a/content/integrate/redisvl/user_guide/vectorizers.md
+++ b/content/develop/ai/redisvl/user_guide/vectorizers.md
@@ -1,8 +1,9 @@
 ---
 linkTitle: Vectorizers
 title: Vectorizers
-type: integration
 weight: 04
+aliases:
+- /integrate/redisvl/user_guide/vectorizers
 ---
 
 
diff --git a/content/develop/clients/_index.md b/content/develop/clients/_index.md
index 6afaff0764..766df68ad4 100644
--- a/content/develop/clients/_index.md
+++ b/content/develop/clients/_index.md
@@ -24,7 +24,7 @@ for seven main languages:
 | Language | Client name | Docs | Supported |
 | :-- | :-- | :-- | :-- |
 | [Python](https://www.python.org/) | [`redis-py`](https://github.com/redis/redis-py) |[`redis-py` guide]({{< relref "/develop/clients/redis-py" >}}) | Yes |
-| [Python](https://www.python.org/) | [`RedisVL`](https://github.com/redis/redis-vl-python) |[RedisVL guide]({{< relref "/integrate/redisvl" >}}) | Yes 
+| [Python](https://www.python.org/) | [`RedisVL`](https://github.com/redis/redis-vl-python) |[RedisVL guide]({{< relref "/develop/ai/redisvl" >}}) | Yes 
 | [C#/.NET](https://learn.microsoft.com/en-us/dotnet/csharp/) | [`NRedisStack`](https://github.com/redis/NRedisStack) |[`NRedisStack` guide]({{< relref "/develop/clients/dotnet" >}}) | Yes |
 | [JavaScript](https://nodejs.org/en) | [`node-redis`](https://github.com/redis/node-redis) | [`node-redis` guide]({{< relref "/develop/clients/nodejs" >}}) | Yes |
 | [Java](https://www.java.com/en/) | [`Jedis`](https://github.com/redis/jedis) | [`Jedis` guide]({{< relref "/develop/clients/jedis" >}}) |  Yes |
diff --git a/content/develop/clients/redis-vl.md b/content/develop/clients/redis-vl.md
index 2097546d26..870c7883c8 100644
--- a/content/develop/clients/redis-vl.md
+++ b/content/develop/clients/redis-vl.md
@@ -16,4 +16,4 @@ title: Redis vector library guide (Python)
 weight: 2
 ---
 
-See the [RedisVL Guide]({{< relref "/integrate/redisvl" >}}) for more information.
\ No newline at end of file
+See the [RedisVL Guide]({{< relref "/develop/ai/redisvl" >}}) for more information.
\ No newline at end of file
diff --git a/content/develop/get-started/redis-in-ai.md b/content/develop/get-started/redis-in-ai.md
index 9494bd62ff..646def6fb7 100644
--- a/content/develop/get-started/redis-in-ai.md
+++ b/content/develop/get-started/redis-in-ai.md
@@ -21,7 +21,7 @@ Redis excels in storing and indexing vector embeddings that semantically represe
 - **Session Management**: in-memory data structures simplify managing session states in conversational AI scenarios.
 - **Flexibility**: Redis supports diverse data structures (for example, strings, hashes, lists, sets), allowing tailored solutions for GenAI apps.
 
-[RedisVL]({{< relref "/integrate/redisvl" >}}) is a Python library with an integrated CLI, offering seamless integration with Redis to enhance GenAI applications.
+[RedisVL]({{< relref "/develop/ai/redisvl" >}}) is a Python library with an integrated CLI, offering seamless integration with Redis to enhance GenAI applications.
 
 ---
 
diff --git a/content/get-started/_index.md b/content/get-started/_index.md
index 73f0dfac91..d9af518244 100644
--- a/content/get-started/_index.md
+++ b/content/get-started/_index.md
@@ -29,7 +29,7 @@ The following quick start guides will show you how to use Redis for the followin
 ## Data integration tools, libraries, and frameworks
 - [Client API libraries]({{< relref "/develop/clients" >}})
 - [Redis Data Integration]({{< relref "/integrate/redis-data-integration/" >}})
-- [Redis vector library for Python]({{< relref "/integrate/redisvl/" >}})
+- [Redis vector library for Python]({{< relref "/develop/ai/redisvl/" >}})
 - [Redis Cloud with Amazon Bedrock]({{< relref "/integrate/amazon-bedrock/" >}})
 - [Object-mapping for .NET]({{< relref "/integrate/redisom-for-net/" >}})
 - [Spring Data Redis for Java]({{< relref "/integrate/spring-framework-cache/" >}})
diff --git a/content/integrate/redisvl/_index.md b/content/integrate/redisvl/_index.md
index 2e3e1a4ba2..dd22711c32 100644
--- a/content/integrate/redisvl/_index.md
+++ b/content/integrate/redisvl/_index.md
@@ -35,12 +35,5 @@ title: RedisVL
 type: integration
 weight: 1
 ---
-RedisVL is a powerful, dedicated Python client library for Redis that enables seamless integration and management of high-dimensional vector data.
-Built to support machine learning and artificial intelligence workflows, RedisVL simplifies the process of storing, searching, and analyzing vector embeddings, which are commonly used for tasks like recommendation systems, semantic search, and anomaly detection.
 
-Key features of RedisVL include:
-
-- Vector Similarity Search: Efficiently find nearest neighbors in high-dimensional spaces using algorithms like HNSW (Hierarchical Navigable Small World).
-- Integration with AI Frameworks: RedisVL works seamlessly with popular frameworks such as TensorFlow, PyTorch, and Hugging Face, making it easy to deploy AI models.
-- Scalable and Fast: Leveraging Redis's in-memory architecture, RedisVL provides low-latency access to vector data, even at scale.
-- By bridging the gap between data storage and AI model deployment, RedisVL empowers developers to build intelligent, real-time applications with minimal infrastructure complexity.
+This content has been [moved]({{< relref "/develop/ai/redisvl/" >}}).
\ No newline at end of file