RedisVL Benchmarking Recipe (#97)

* Add new benchmarking recipe

* rm notebook from CI

Author: tylerhutcherson

.github/ignore-notebooks.txt

@@ -6,4 +6,5 @@
 01_routing_optimization
 02_semantic_cache_optimization
 spring_ai_redis_rag.ipynb
-00_litellm_proxy_redis.ipynb
+00_litellm_proxy_redis.ipynb
+04_redisvl_benchmarking_basics.ipynb

README.md

@@ -66,6 +66,7 @@ Need quickstarts to begin your Redis AI journey?
 | 📚 **Vector Search with RedisVL** - Vector search with Redis Vector Library | [![Open In GitHub](https://img.shields.io/badge/View-GitHub-green)](python-recipes/vector-search/01_redisvl.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/vector-search/01_redisvl.ipynb) |
 | 🔄 **Hybrid Search** - Hybrid search techniques with Redis (BM25 + Vector) | [![Open In GitHub](https://img.shields.io/badge/View-GitHub-green)](python-recipes/vector-search/02_hybrid_search.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/vector-search/02_hybrid_search.ipynb) |
 | 🔢 **Data Type Support** - Shows how to convert a float32 index to float16 or integer dataypes | [![Open In GitHub](https://img.shields.io/badge/View-GitHub-green)](python-recipes/vector-search/03_dtype_support.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/vector-search/03_dtype_support.ipynb) |
+| 📊 **Benchmarking Basics** - Overview of search benchmarking basics with RedisVL and Python multiprocessing | [![Open In GitHub](https://img.shields.io/badge/View-GitHub-green)](python-recipes/vector-search/04_redisvl_benchmarking_basics.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/vector-search/04_redisvl_benchmarking_basics.ipynb) |
 
 
 ### Retrieval Augmented Generation (RAG)