Merge remote-tracking branch 'refs/remotes/origin/main' into feat/RAAE-1238/update-hybrid-search

# Conflicts:
#	python-recipes/vector-search/02_hybrid_search.ipynb

Author: vishal-bala

README.md

@@ -53,8 +53,11 @@ No faster way to get started than by diving in and playing around with a demo.
 | [Redis Movies Searcher](https://github.com/redis-developer/redis-movies-searcher)        | Demo of hybrid search using Java, Spring Boot, and Redis OM                                                                                                                                                                                                                                                                             |
 | [Memory-Aware Alexa Assistant](https://github.com/redis-developer/my-jarvis-alexa-skill) | Complete example of an Alexa skill that can recall previously stored conversations and memories to provide contextual responses to users. Utilizes Redis Agent Memory Server, LangChain4J, Terraform, and AWS. It showcases how to implement context engineering to dynamically leverage RAG, tools, short-term and long-term memories. |
 | [From Postgres to Redis Cloud with RDI](https://github.com/redis-developer/speedup-slowapp-with-redis-di) | This demo shows how to deploy RDI on Kubernetes running locally so it can be used to build a moving/transformation data pipeline to enable data on Redis Cloud. The source database lives on-premises, and the data is movied and transformed to Redis Cloud.                                                                           |
-| [Virtual Banking Assistant with Semantic Router](https://github.com/redis-developer/banking-agent-semantic-routing-demo) | A Banking Agent demo that uses semantic routing to route user queries to right banking tool. (Eg: Credit Card Recommendation, Loan EMI calculation, Banking FAQ etc)                                                                         |
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+| [Virtual Banking Assistant with Semantic Router](https://github.com/redis-developer/banking-agent-semantic-routing-demo) | A Banking Agent demo that uses semantic routing to route user queries to right banking tool. (Eg: Credit Card Recommendation, Loan EMI calculation, Banking FAQ etc)      
+| [Shopping AI Agent](https://github.com/redis-developer/shopping-ai-agent-langgraph-js-demo) | An Agentic AI grocery-shopping platform demo that combines Redis's speed with LangGraph's workflow orchestration. Get personalized recipe recommendations, smart product suggestions, and lightning-fast responses through semantic caching.                                                                   |
+| [Restaurant Discovery AI Agent](https://github.com/redis-developer/restaurant-discovery-ai-agent-demo) | An Agentic AI restaurant discovery platform that combines Redis's speed with LangGraph's intelligent workflow orchestration. Get personalized restaurant recommendations, make reservations, and get lightning-fast responses through semantic caching.                                                    |
+| [Podcast Chatbot with Agent Memory](https://github.com/redis-developer/podcast-chatbot-with-agent-memory-azure-demo) | A chatbot that discusses and recommends podcasts. Affectionately called Podbot, it demonstrates how to use Redis Agent Memory Server to build context-aware agents with Azure Managed Redis. |
+| [Car Dealership Assistant with Agent Memory](https://github.com/redis-developer/dealership-chatbot-agent-memory-demo) | A Car Dealership chatbot  with Redis Agent Memory Server, showcasing short-term and long-term memory. |
 
 ## Recipes