readme updates

Author: rbs333

.github/ignore-notebooks.txt

@@ -3,3 +3,5 @@
 00_semantic_caching_gemini
 01_collaborative_filtering
 05_nvidia_ai_rag_redis
+01_routing_optimization
+02_semantic_cache_optimization

README.md

@@ -77,15 +77,17 @@ An estimated 31% of LLM queries are potentially redundant ([source](https://arxi
 
 | Recipe | Description |
 | --- | --- |
-| [/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/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/02_semantic_cache_optimization.ipynb

@@ -4,13 +4,69 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
+    "![Redis](https://redis.io/wp-content/uploads/2024/04/Logotype.svg?auto=webp&quality=85,75&width=120)\n",
+    "\n",
     "# Optimize semantic cache threshold with RedisVL\n",
     "\n",
     "> **Note:** Threshold optimization in redisvl relies on `python > 3.9.`\n",
     "\n",
     "<a href=\"https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/02_semantic_cache_optimization.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Install dependencies"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# install redisvl from branch since scheduled for 0.5.0\n",
+    "%pip install git+https://github.com/redis/redis-vl-python.git@feat/RAAE-602/threshold-optimizer"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Run a Redis instance\n",
+    "\n",
+    "#### For Colab\n",
+    "Use the shell script below to download, extract, and install [Redis Stack](https://redis.io/docs/getting-started/install-stack/) directly from the Redis package archive."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# NBVAL_SKIP\n",
+    "%%sh\n",
+    "curl -fsSL https://packages.redis.io/gpg | sudo gpg --dearmor -o /usr/share/keyrings/redis-archive-keyring.gpg\n",
+    "echo \"deb [signed-by=/usr/share/keyrings/redis-archive-keyring.gpg] https://packages.redis.io/deb $(lsb_release -cs) main\" | sudo tee /etc/apt/sources.list.d/redis.list\n",
+    "sudo apt-get update  > /dev/null 2>&1\n",
+    "sudo apt-get install redis-stack-server  > /dev/null 2>&1\n",
+    "redis-stack-server --daemonize yes"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### For Alternative Environments\n",
+    "There are many ways to get the necessary redis-stack instance running\n",
+    "1. On cloud, deploy a [FREE instance of Redis in the cloud](https://redis.com/try-free/). Or, if you have your\n",
+    "own version of Redis Enterprise running, that works too!\n",
+    "2. Per OS, [see the docs](https://redis.io/docs/latest/operate/oss_and_stack/install/install-stack/)\n",
+    "3. With docker: `docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest`"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},

python-recipes/semantic-router/01_routing_optimization.ipynb

@@ -194,7 +194,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 38,
    "id": "60ad280c",
    "metadata": {},
    "outputs": [],
@@ -268,7 +268,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 39,
    "id": "e80aaf84",
    "metadata": {},
    "outputs": [
@@ -284,7 +284,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10:07:29 redisvl.index.index INFO   Index already exists, overwriting.\n"
+      "15:46:13 redisvl.index.index INFO   Index already exists, overwriting.\n"
      ]
     }
    ],
@@ -313,7 +313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 40,
    "id": "3caedb77",
    "metadata": {},
    "outputs": [
@@ -355,7 +355,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 41,
    "id": "5b0e3208",
    "metadata": {},
    "outputs": [
@@ -365,7 +365,7 @@
        "RouteMatch(name='faq', distance=0.108501493931)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }