Router Optimization notebook (#65)

Author: rbs333

.github/ignore-notebooks.txt

@@ -1,5 +1,7 @@
 01_crewai_langgraph_redis
-doc2cache_llama3_1
-semantic_caching_gemini
+01_doc2cache_llama3_1
+00_semantic_caching_gemini
 01_collaborative_filtering
 05_nvidia_ai_rag_redis
+01_routing_optimization
+02_semantic_cache_optimization

.python-version

@@ -1 +1 @@
-3.11
+3.11.8

README.md

@@ -77,15 +77,17 @@ An estimated 31% of LLM queries are potentially redundant ([source](https://arxi
 
 | Recipe | Description |
 | --- | --- |
-| [/semantic-cache/doc2cache_llama3_1.ipynb](python-recipes/semantic-cache/doc2cache_llama3_1.ipynb) | Build a semantic cache using the Doc2Cache framework and Llama3.1 |
-| [/semantic-cache/semantic_caching_gemini.ipynb](python-recipes/semantic-cache/semantic_caching_gemini.ipynb) | Build a semantic cache with Redis and Google Gemini |
+| [/semantic-cache/00_semantic_caching_gemini.ipynb](python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb) | Build a semantic cache with Redis and Google Gemini |
+| [/semantic-cache/01_doc2cache_llama3_1.ipynb](python-recipes/semantic-cache/01_doc2cache_llama3_1.ipynb) | Build a semantic cache using the Doc2Cache framework and Llama3.1 |
+| [/semantic-cache/02_semantic_cache_optimization.ipynb](python-recipes/semantic-cache/02_semantic_cache_optimization.ipynb) | Use CacheThresholdOptimizer from redisvl to setup best cache config |
 
 ### Semantic Routing
 Routing is a simple and effective way of preventing misuses with your AI application or for creating branching logic between data sources etc.
 
 | Recipe | Description |
 | --- | --- |
 | [/semantic-router/00_semantic_routing.ipynb](python-recipes/semantic-router/00_semantic_routing.ipynb) | Simple examples of how to build an allow/block list router in addition to a multi-topic router |
+| [/semantic-router/01_routing_optimization.ipynb](python-recipes/semantic-router/01_routing_optimization.ipynb) | Use RouterThresholdOptimizer from redisvl to setup best router config |
 
 ### Agents
 

python-recipes/semantic-cache/semantic_caching_gemini.ipynb renamed to python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb

@@ -8,7 +8,7 @@
       "source": [
         "# Building a Semantic Cache with Redis and VertexAI Gemini Model\n",
         "\n",
-        "<a href=\"https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/semantic_caching_gemini.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n"
+        "<a href=\"https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n"
       ]
     },
     {