Add cross-references to AI videos page from other AI documentation pages

- Add video tutorials section to AI index page with overview of video content
- Update ecosystem integrations getting started section to include video collection link
- Add additional resources section to notebook collection page with video and integration links
- Improve discoverability and navigation between AI documentation resources

Author: mich-elle-luna

content/develop/ai/_index.md

@@ -48,7 +48,7 @@ Learn to perform vector search and use gateways and semantic caching in your AI/
 
 | Search | LLM memory | Semantic caching | Semantic routing | AI Gateways |
 | :-- | :-- | :-- | :-- | :-- |
-| {{<image filename="images/ai-search.svg" alt="AI Redis icon.">}}[Vector search guide]({{< relref "/develop/interact/search-and-query/query/vector-search" >}}) | {{<image filename="images/ai-LLM-memory.svg" alt="LLM memory icon.">}}[Store memory for LLMs](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/) | {{<image filename="images/ai-brain-2.svg" alt="AI Redis icon.">}}[Semantic caching for faster, smarter LLM apps](https://redis.io/blog/what-is-semantic-caching) | {{<image filename="images/ai-semantic-routing.svg" alt="Semantic routing icon.">}}[Semantic routing chooses the best tool](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/) | {{<image filename="images/ai-model.svg" alt="AI Redis icon.">}}[Deploy an enhanced gateway with Redis](https://redis.io/blog/ai-gateways-what-are-they-how-can-you-deploy-an-enhanced-gateway-with-redis/) | {{<image filename="images/ai-brain-2.svg" alt="AI Redis icon.">}}[Semantic caching for faster, smarter LLM apps](https://redis.io/blog/what-is-semantic-caching) |
+| {{<image filename="images/ai-search.svg" alt="AI Redis icon.">}}[Vector search guide]({{< relref "/develop/interact/search-and-query/query/vector-search" >}}) | {{<image filename="images/ai-LLM-memory.svg" alt="LLM memory icon.">}}[Store memory for LLMs](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/) | {{<image filename="images/ai-brain-2.svg" alt="AI Redis icon.">}}[Semantic caching for faster, smarter LLM apps](https://redis.io/blog/what-is-semantic-caching) | {{<image filename="images/ai-semantic-routing.svg" alt="Semantic routing icon.">}}[Semantic routing chooses the best tool](https://redis.io/blog/level-up-rag-apps-with-redis-vector-library/) | {{<image filename="images/ai-model.svg" alt="AI Redis icon.">}}[Deploy an enhanced gateway with Redis](https://redis.io/blog/ai-gateways-what-are-they-how-can-you-deploy-an-enhanced-gateway-with-redis/) |
 
 ## Quickstarts
 
@@ -95,6 +95,16 @@ Explore our comprehensive [ecosystem integrations page]({{< relref "/develop/ai/
 * Microsoft Semantic Kernel and Kernel Memory for LLM applications
 * And many more integrations to power your AI solutions
 
+## Video tutorials
+
+Watch our [AI video collection]({{< relref "/develop/ai/ai-videos" >}}) featuring practical tutorials and demonstrations on:
+
+* Building RAG applications and implementing vector search
+* Working with LangGraph for AI agents with memory
+* Semantic caching and search techniques
+* Redis integrations with popular AI frameworks
+* Real-world AI application examples and best practices
+
 ## Benchmarks
 See how we stack up against the competition.
 * [Redis vector benchmark results](https://redis.io/blog/benchmarking-results-for-vector-databases/)

content/develop/ai/ai-videos.md

@@ -0,0 +1,42 @@
+---
+Title: Redis AI video collection
+alwaysopen: false
+categories:
+- docs
+- develop
+- ai
+description: Watch video tutorials and demos showcasing Redis in AI applications, from vector search to RAG implementations.
+linkTitle: AI videos
+weight: 60
+---
+
+Explore our collection of video tutorials and demonstrations showcasing how Redis powers AI applications. From vector search fundamentals to advanced RAG implementations, these videos provide practical insights and hands-on examples.
+
+| | | |
+|---|---|---|
+| [**Building RAG Applications with Redis**](https://www.youtube.com/watch?v=fsENEq4F55Q) | [**Vector Search with Redis**](https://www.youtube.com/watch?v=k3FUWWEwgfc) | [**Redis for AI: Getting Started**](https://www.youtube.com/watch?v=o3XN4dImESE) |
+| Learn how to build Retrieval-Augmented Generation (RAG) applications using Redis as your vector database. This tutorial covers the complete workflow from data ingestion to query processing. | Discover how to implement efficient vector search capabilities with Redis. Explore indexing strategies, similarity search, and performance optimization techniques. | Get started with Redis for AI applications. This introductory video covers the fundamentals of using Redis in machine learning and AI workflows. |
+| [**Advanced RAG Techniques**](https://www.youtube.com/watch?v=AtVTT_s8AGc) | [**Redis Vector Similarity Search**](https://www.youtube.com/watch?v=cCTKmmGO4CY) | [**AI Memory Management with Redis**](https://www.youtube.com/watch?v=Yhv19le0sBw) |
+| Explore advanced RAG implementation patterns and optimization strategies using Redis. Learn about hybrid search, re-ranking, and performance tuning for production systems. | Deep dive into vector similarity search algorithms and their implementation in Redis. Compare different distance metrics and indexing approaches for optimal performance. | Learn how to implement persistent memory for AI agents and chatbots using Redis. Explore session management, context preservation, and memory optimization techniques. |
+| [**Real-time AI with Redis Streams**](https://www.youtube.com/watch?v=SFWroqAbBM4) | [**LangChain Integration with Redis**](https://www.youtube.com/watch?v=YhxksXfgsp0) | [**Redis for ML Feature Stores**](https://www.youtube.com/watch?v=M_WU_fN_lrs) |
+| Build real-time AI applications using Redis Streams for data ingestion and processing. Learn about event-driven architectures and streaming analytics for AI workloads. | Integrate Redis with LangChain for enhanced AI applications. Explore vector storage, memory management, and caching strategies for LLM-powered applications. | Implement feature stores for machine learning using Redis. Learn about feature engineering, storage patterns, and serving strategies for ML models. |
+
+## Additional Resources
+
+| | | |
+|---|---|---|
+| [**Semantic Caching for LLMs**](https://www.youtube.com/watch?v=2jHtSLVUu0w) | [**Redis JSON for AI Data**](https://www.youtube.com/watch?v=LRswXEc5chE) | [**Multi-modal AI with Redis**](https://www.youtube.com/watch?v=BtFJdSiFh00) |
+| Implement semantic caching to reduce LLM costs and improve response times. Learn about embedding-based caching strategies and cache invalidation techniques. | Leverage Redis JSON for storing and querying complex AI data structures. Explore document storage, indexing, and retrieval patterns for AI applications. | Build multi-modal AI applications that handle text, images, and other data types using Redis as the unified storage and search layer. |
+| [**AI Recommendation Systems**](https://www.youtube.com/watch?v=jF89DiC5RqM) | [**Graph Neural Networks with Redis**](https://www.youtube.com/watch?v=dINUz_XOZ0M) | [**Production AI Deployment**](https://www.youtube.com/watch?v=kQKfXi7NfWs) |
+| Build recommendation systems using Redis for real-time personalization. Learn about collaborative filtering, content-based recommendations, and hybrid approaches. | Implement Graph Neural Networks using Redis Graph. Explore node embeddings, graph traversal, and machine learning on graph data structures. | Deploy AI applications to production using Redis. Learn about scaling strategies, monitoring, and best practices for production AI systems. |
+| [**AI Observability with Redis**](https://www.youtube.com/watch?v=1e2tM5kIJ5Y) | | |
+| Monitor and observe AI applications using Redis for metrics collection and analysis. Learn about performance tracking, error monitoring, and system health checks. | | |
+
+## Getting Started
+
+Ready to start building AI applications with Redis? Check out our:
+
+- [AI quickstart guides]({{< relref "/develop/get-started" >}})
+- [Vector search documentation]({{< relref "/develop/interact/search-and-query/advanced-concepts/vectors" >}})
+- [AI ecosystem integrations]({{< relref "/develop/ai/ecosystem-integrations" >}})
+- [Notebook collection]({{< relref "/develop/ai/notebook-collection" >}})

content/develop/ai/ecosystem-integrations.md

@@ -31,4 +31,8 @@ Redis integrates with a wide range of AI frameworks, platforms, and tools to enh
 
 ## Getting started
 
-To learn more about using Redis with AI frameworks and tools, check out our [AI notebooks collection]({{< relref "/develop/ai/notebook-collection" >}}) and [RAG quickstart guide]({{< relref "/develop/get-started/rag" >}}).
+To learn more about using Redis with AI frameworks and tools, check out our:
+
+* [AI notebooks collection]({{< relref "/develop/ai/notebook-collection" >}}) - Interactive code examples and tutorials
+* [AI video collection]({{< relref "/develop/ai/ai-videos" >}}) - Video tutorials and demonstrations
+* [RAG quickstart guide]({{< relref "/develop/get-started/rag" >}}) - Get started with Retrieval-Augmented Generation

content/develop/ai/notebook-collection.md

@@ -32,3 +32,10 @@ weight: 40
 | Content filtering with RedisVL | Recommendation Systems | Introduction to content-based filtering. | [Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/00_content_filtering.ipynb) |
 | Collaborative filtering with RedisVL | Recommendation Systems | Intro to collaborative filtering with RedisVL. | [Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/recommendation-systems/01_collaborative_filtering.ipynb) |
 | Advanced RAG example | Best Practices | Demonstrates mature RAG implementation patterns. | [Open in Colab](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/RAG/04_advanced_redisvl.ipynb) |
+
+## Additional resources
+
+Looking for more ways to learn about Redis for AI? Check out our:
+
+* [AI video collection]({{< relref "/develop/ai/ai-videos" >}}) - Video tutorials and demonstrations covering Redis AI concepts
+* [Ecosystem integrations]({{< relref "/develop/ai/ecosystem-integrations" >}}) - Learn how Redis works with popular AI frameworks and tools