Agentic_RAG_Redis_LlamaIndex.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "_SRAsm-5QXkC",
   "metadata": {
    "id": "_SRAsm-5QXkC"
   },
   "source": [
    "# Customer Support RAG Agent\n",
    "\n",
    "In this guide, you build an **agent** to perform **RAG** and answer questions related to a car manual PDF using [LlamaIndex](https://github.com/run-llama/llama_index), [Redis](https://redis.io), and [Amazon Bedrock](https://docs.aws.amazon.com/bedrock/).\n",
    "![image.png](data:image/png;base64,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)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77ac7184",
   "metadata": {
    "id": "77ac7184"
   },
   "source": [
    "## Install Dependencies\n",
    "First, you will need to install LlamaIndex 🦙 and a number of related integration dependencies."
   ]
  },
  {
   "cell_type": "code",
   "id": "4eff88ab",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "collapsed": true,
    "id": "4eff88ab",
    "outputId": "7ddfcc5c-de92-4879-d311-cd9d81684051"
   },
   "source": [
    "# @title\n",
    "%pip install -U llama-index llama-parse llama-hub\n",
    "%pip install llama-index-vector-stores-redis\n",
    "%pip install llama-index-storage-docstore-redis\n",
    "%pip install llama-index-storage-chat-store-redis\n",
    "%pip install llama-index-llms-bedrock\n",
    "%pip install llama-index-embeddings-bedrock\n",
    "%pip install llama-index-embeddings-huggingface\n",
    "%pip install sentence_transformers\n",
    "%pip install testcontainers"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "id": "1f0e47ac-ec6d-48eb-93a3-0e1fcab22112",
   "metadata": {
    "id": "1f0e47ac-ec6d-48eb-93a3-0e1fcab22112"
   },
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "9be00aba-b6c5-4940-9825-81c5d2cd2f0b",
   "metadata": {
    "id": "9be00aba-b6c5-4940-9825-81c5d2cd2f0b"
   },
   "source": [
    "## Setup and Download Data\n",
    "\n",
    "In this section, you will set up a Redis database, configure the environment, and ingest the PDF document."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "Po4K08Uoa5HJ",
   "metadata": {
    "id": "Po4K08Uoa5HJ"
   },
   "source": [
    "### Start Redis\n",
    "Start a new Redis instance. You need to have [Docker](https://www.docker.com) installed for this to work. This code uses a framework called [Testcontainers](https://testcontainers.com), which is an open source library for providing throwaway, lightweight instances of databases, message brokers, web browsers, or just about anything that can run in a Docker container.\n",
    "\n",
    "💡 Note that you will need to explicitly stop the container created for Redis later on in this notebook. There is a section called **Stop Redis**, which will help you with this. Failing to do this will leave a container running blocking the port **6379**."
   ]
  },
  {
   "cell_type": "code",
   "id": "VLy0onoAa7KI",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "VLy0onoAa7KI",
    "outputId": "71cdc451-3edc-4eed-be06-7c6d6df6d22b"
   },
   "source": [
    "from testcontainers.redis import RedisContainer\n",
    "from testcontainers.core.container import DockerContainer\n",
    "\n",
    "# Custom definition of a Redis server to allow direct access\n",
    "class CustomRedisContainer(RedisContainer):\n",
    "    def __init__(self, image=\"redis/redis-stack-server:7.4.0-v1\", port=6379, **kwargs):\n",
    "        super().__init__(image=image, **kwargs)\n",
    "        self.port_to_expose = port\n",
    "        self.with_exposed_ports(self.port_to_expose)\n",
    "\n",
    "    def start(self):\n",
    "        self.container = DockerContainer(self.image)\n",
    "        self.container.with_exposed_ports(self.port_to_expose)\n",
    "        self.container.with_command(\"redis-stack-server --protected-mode no --bind 0.0.0.0\")\n",
    "        self.container.ports = {self.port_to_expose: self.port_to_expose}\n",
    "        self.container.start()\n",
    "        return self\n",
    "\n",
    "# Create and start the Redis container\n",
    "redis_container = CustomRedisContainer()\n",
    "redis_container.start()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "DTusYzlJa876",
   "metadata": {
    "id": "DTusYzlJa876"
   },
   "source": [
    "### Environment Configuration\n",
    "Here, you are going to set up the Redis connection details, as well as AWS and LlamaCloud API keys. To set this up, first open the [env.json](./env.json) file and adjust the values there. The code below will load the values from that file.\n"
   ]
  },
  {
   "cell_type": "code",
   "id": "TjHWvyTtXNiK",
   "metadata": {
    "id": "TjHWvyTtXNiK"
   },
   "source": [
    "import json\n",
    "\n",
    "env_file = open(\"env.json\")\n",
    "env_data = json.load(env_file)\n",
    "\n",
    "REDIS_HOST=env_data[\"redis\"][\"host\"]\n",
    "REDIS_PORT=env_data[\"redis\"][\"port\"]\n",
    "\n",
    "LLAMA_CLOUD_API_KEY=env_data[\"lhama\"][\"cloud_api_key\"]\n",
    "\n",
    "AWS_ACCESS_KEY_ID=env_data[\"aws\"][\"access_key_id\"]\n",
    "AWS_SECRET_ACCESS_KEY=env_data[\"aws\"][\"secret_access_key\"]\n",
    "AWS_REGION_NAME=env_data[\"aws\"][\"region_name\"]\n",
    "\n",
    "# llama-index need this code in Jupyter Notebooks\n",
    "import nest_asyncio\n",
    "nest_asyncio.apply()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "CEIZjXY9mL6m",
   "metadata": {
    "id": "CEIZjXY9mL6m"
   },
   "source": [
    "### Download, Parse and Ingest Document\n",
    "You will download the PDF for this example. The code uses a simple bash command to pull the file from a related GitHub project."
   ]
  },
  {
   "cell_type": "code",
   "id": "2WsfdF550FYc",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "2WsfdF550FYc",
    "outputId": "ff1e235b-8aae-49a6-e20b-833cd8493f8e"
   },
   "source": [
    "!mkdir -p 'data/'\n",
    "!wget 'https://raw.githubusercontent.com/redis-developer/LLM-Document-Chat/main/docs/2022-chevrolet-colorado-ebrochure.pdf' -O 'data/2022-chevrolet-colorado-ebrochure.pdf'"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "O4B9M1Yiz4v7",
   "metadata": {
    "id": "O4B9M1Yiz4v7"
   },
   "source": [
    "Using LlamaParse on LlamaCloud, parsing the PDF is done with great precision and accuracy."
   ]
  },
  {
   "cell_type": "code",
   "id": "iHhaz-ezW0dy",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "iHhaz-ezW0dy",
    "outputId": "98fe6bf0-f0d0-443b-b8c0-d016b6818261"
   },
   "source": [
    "from llama_parse import LlamaParse\n",
    "from llama_index.core import SimpleDirectoryReader\n",
    "\n",
    "# Parse PDF document with LlamaParse\n",
    "parser = LlamaParse(\n",
    "    result_type=\"markdown\",\n",
    "    api_key=LLAMA_CLOUD_API_KEY\n",
    ")\n",
    "\n",
    "file_extractor = {\".pdf\": parser}\n",
    "reader = SimpleDirectoryReader(\"./data\", file_extractor=file_extractor)\n",
    "documents = reader.load_data()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "\n",
    "Next, you are going to build a custom index schema for the `RedisVectorStore` that uses the Amazon Bedrock embedding model along with some custom index specifications."
   ],
   "id": "wDPyl30uJ4sA"
  },
  {
   "cell_type": "code",
   "id": "nmdz8zX_JxVO",
   "metadata": {
    "id": "nmdz8zX_JxVO"
   },
   "source": [
    "from llama_index.embeddings.bedrock import BedrockEmbedding\n",
    "from redisvl.schema import IndexSchema\n",
    "\n",
    "embed_model = BedrockEmbedding(\n",
    "    model_name=\"amazon.titan-embed-text-v1\",\n",
    "    aws_access_key_id=AWS_ACCESS_KEY_ID,\n",
    "    aws_secret_access_key=AWS_SECRET_ACCESS_KEY,\n",
    "    region_name=AWS_REGION_NAME,\n",
    ")\n",
    "\n",
    "custom_schema = IndexSchema.from_dict(\n",
    "    {\n",
    "        \"index\": {\n",
    "            \"name\": \"docs\",\n",
    "            \"prefix\": \"chunk\",\n",
    "            \"key_separator\": \":\"\n",
    "          },\n",
    "        # customize fields that are indexed\n",
    "        \"fields\": [\n",
    "            # required fields for llamaindex\n",
    "            {\"type\": \"tag\", \"name\": \"id\"},\n",
    "            {\"type\": \"tag\", \"name\": \"doc_id\"},\n",
    "            {\"type\": \"text\", \"name\": \"text\"},\n",
    "            # custom vector field for bedrock embeddings\n",
    "            {\n",
    "                \"type\": \"vector\",\n",
    "                \"name\": \"vector\",\n",
    "                \"attrs\": {\n",
    "                    \"dims\": 1536,\n",
    "                    \"algorithm\": \"flat\",\n",
    "                    \"distance_metric\": \"cosine\",\n",
    "                },\n",
    "            },\n",
    "        ],\n",
    "    }\n",
    ")"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "Now you can build an end to end ingestion pipeline as a sequence of transformations backed by a cache, document store, and a sink. **Notice that Redis is used at all stages of the ingest pipeline to process documents at scale, minimizing redundant compute (and thus long-running costs).**\n",
    "![Architecture](images/architecture.png)"
   ],
   "id": "e7ac44e5f44b436e"
  },
  {
   "cell_type": "code",
   "id": "0QLBztgmZXlD",
   "metadata": {
    "id": "0QLBztgmZXlD"
   },
   "source": [
    "from llama_index.core.ingestion import (\n",
    "    DocstoreStrategy,\n",
    "    IngestionPipeline,\n",
    "    IngestionCache,\n",
    ")\n",
    "from llama_index.storage.kvstore.redis import RedisKVStore as RedisCache\n",
    "from llama_index.storage.docstore.redis import RedisDocumentStore\n",
    "from llama_index.core.node_parser import SentenceSplitter\n",
    "from llama_index.vector_stores.redis import RedisVectorStore\n",
    "\n",
    "doc_ingestion_pipeline = IngestionPipeline(\n",
    "    transformations=[\n",
    "        SentenceSplitter(),\n",
    "        embed_model,\n",
    "    ],\n",
    "    docstore=RedisDocumentStore.from_host_and_port(\n",
    "        REDIS_HOST, REDIS_PORT, namespace=\"doc-store\"\n",
    "    ),\n",
    "    vector_store=RedisVectorStore(\n",
    "        schema=custom_schema,\n",
    "        redis_url=f\"redis://{REDIS_HOST}:{REDIS_PORT}\",\n",
    "    ),\n",
    "    cache=IngestionCache(\n",
    "        cache=RedisCache.from_host_and_port(REDIS_HOST, REDIS_PORT),\n",
    "        collection=\"doc-cache\",\n",
    "    ),\n",
    "    docstore_strategy=DocstoreStrategy.UPSERTS,\n",
    ")"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Now let's process the documents using the ingestion pipeline. Once this process is finished, you will notice the list of embedding vectors created. These vectors will also be stored at Redis.",
   "id": "c4d6261559270c45"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": "doc_ingestion_pipeline.run(documents=documents, show_progress=True)",
   "id": "c098ab358450cc8c",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "## Build the ReAct Agent\n",
    "\n",
    "In this section you will define a **ReAct** agent that will perform RAG over a PDF document using the Amazon Bedrock `ai21.j2-ultra-v1` large language model.\n",
    "\n",
    "**ReAct** is an agent design pattern based on the ability to use tools. For each chat interaction, the agent enters a ReAct loop:\n",
    "\n",
    "- Decide whether to use the query engine tool and come up with appropriate input\n",
    "- Optionally use the query engine tool and observe its output\n",
    "- Decide whether to iterate or give final response\n"
   ],
   "id": "957bd70cf2929a12"
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "\n",
    "### Agent Setup\n",
    "\n",
    "Below you will define the LLM, embedding model, and a chat memory layer backed by Redis for conversation history and context.\n"
   ],
   "id": "4bd2742a2daef2bb"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": [
    "from llama_index.llms.bedrock import Bedrock\n",
    "from llama_index.core import Settings\n",
    "\n",
    "llm = Bedrock(\n",
    "    model=\"ai21.j2-ultra-v1\",\n",
    "    aws_access_key_id=AWS_ACCESS_KEY_ID,\n",
    "    aws_secret_access_key=AWS_SECRET_ACCESS_KEY,\n",
    "    region_name=AWS_REGION_NAME,\n",
    ")\n",
    "\n",
    "Settings.llm = llm\n",
    "Settings.embed_model = embed_model\n",
    "\n",
    "# Build chat memory backed by Redis\n",
    "from llama_index.storage.chat_store.redis import RedisChatStore\n",
    "from llama_index.core.memory import ChatMemoryBuffer\n",
    "\n",
    "chat_storage = RedisChatStore(redis_url=f\"redis://{REDIS_HOST}:{REDIS_PORT}\", ttl=300)\n",
    "chat_memory = ChatMemoryBuffer.from_defaults(\n",
    "    token_limit=3000,\n",
    "    chat_store=chat_storage,\n",
    "    chat_store_key=\"chat_history\"\n",
    ")"
   ],
   "id": "3011da50471404b9",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Next, you are going to set up and create the agent, which will allow user interactions to ask questions about the PDF document. Note that along with the agent, we also create a summary of the document. This is useful to verify if the integration between LhamaIndex, Redis, and the LLM works as expected.",
   "id": "58fb70dd48cbc85e"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": [
    "from llama_index.core.agent import ReActAgent\n",
    "from llama_index.core import SummaryIndex, VectorStoreIndex\n",
    "from llama_index.core.tools import QueryEngineTool, ToolMetadata\n",
    "from llama_index.core.node_parser import SentenceSplitter\n",
    "\n",
    "def build_doc_agent(doc):\n",
    "    # ID will be base + parent\n",
    "    file_name = doc.metadata[\"file_name\"]\n",
    "    file_path = f\"./data/{file_name}\"\n",
    "    file_id = file_name.replace(\"-\", \"_\").strip(\".pdf\")\n",
    "    print(file_id)\n",
    "\n",
    "    # Run ingestion\n",
    "    doc_ingestion_pipeline.run(documents=[doc], show_progress=True)\n",
    "\n",
    "    # Grab the nodes\n",
    "    node_parser = SentenceSplitter()\n",
    "    nodes = node_parser.get_nodes_from_documents([doc])\n",
    "\n",
    "    # Build summary index and extract a summary\n",
    "    summary_index = SummaryIndex(nodes)\n",
    "    summary_query_engine = summary_index.as_query_engine(\n",
    "        response_mode=\"tree_summarize\"\n",
    "    )\n",
    "    summary = str(\n",
    "        summary_query_engine.query(\n",
    "            \"Provide a summary of what this document is about.\"\n",
    "        )\n",
    "    )\n",
    "\n",
    "    # Define vector index and query engine for the agent\n",
    "    vector_index = VectorStoreIndex.from_vector_store(\n",
    "        doc_ingestion_pipeline.vector_store\n",
    "    )\n",
    "\n",
    "    query_engine = vector_index.as_query_engine()\n",
    "\n",
    "    # Define agent tools\n",
    "    tools = [\n",
    "        QueryEngineTool(\n",
    "            query_engine=query_engine,\n",
    "            metadata=ToolMetadata(\n",
    "                name=\"car_manual\",\n",
    "                description=(\n",
    "                    \"Provides information about the specs and attributes of the Chevy Colorado 2022 car.\"\n",
    "                    \"Use a detailed plain text question as input to the tool.\"\n",
    "                )\n",
    "            ),\n",
    "        )\n",
    "    ]\n",
    "\n",
    "    # Build ReAct agent\n",
    "    agent = ReActAgent.from_tools(\n",
    "        tools,\n",
    "        llm=llm,\n",
    "        verbose=True,\n",
    "        memory=chat_memory,\n",
    "        context=\"You are a specialized and helpful customer support agent designed to answer questions about the Chevy Colorado 2022 vehicle.\"\n",
    "    )\n",
    "\n",
    "    return agent, summary\n"
   ],
   "id": "37ce9ec2646d3aa0",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Let's create the agent and the summary.",
   "id": "3f50e39824655dcd"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": "agent, doc_summary = build_doc_agent(documents[0])",
   "id": "e3588527a08c2df4",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "Let's output the summary to verify if everything is working as expected, before moving forward.",
   "id": "b03450a24f355455"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": "doc_summary",
   "id": "de967e9d43c12edb",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "## Using the Agent\n",
    "Below you will use the agent to answer a few questions about the PDF document.\n",
    "![Architecture](images/architecture.png)"
   ],
   "id": "22541d2090bdc919"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": [
    "response = agent.chat(\"What is the seating capacity of the vehicle?\")\n",
    "print(str(response))"
   ],
   "id": "dc985197e63db394",
   "outputs": [],
   "execution_count": null
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": "response = agent.chat(\"What is the towing capacity?\")",
   "id": "affdb2b2b4b9aabf",
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "id": "z9WBrCZbqJL9",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "z9WBrCZbqJL9",
    "outputId": "6de9024c-98ab-4ff9-dfe6-bec23bd224f6"
   },
   "source": [
    "response = agent.chat(\"Is there a trailer hitch on the back of the truck?\")\n",
    "print(str(response))"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "id": "dP4vNtnBqUIZ",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "dP4vNtnBqUIZ",
    "outputId": "8375d524-a08d-491a-95f7-e80d3b07619b"
   },
   "source": [
    "response = agent.chat(\"Tell me about the pros and cons of this truck.\")\n",
    "print(str(response))"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "code",
   "id": "kngLFj1m2x2y",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "kngLFj1m2x2y",
    "outputId": "0e978e77-8605-481c-f063-aa7a63c42420"
   },
   "source": [
    "agent.memory.chat_store.get_messages(\"chat_history\")"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "9qieviUEtpmn",
   "metadata": {
    "id": "9qieviUEtpmn"
   },
   "source": [
    "### Incorporating Semantic Caching\n",
    "You can use semantic caching to take advantage of frequently asked questions (live or pre-fetched) in order to improve response times. Different from a standard cache, a semantic cache also takes into consideration the meaning of the question. Users repeating an equivalent question—but not quite with the same words—will fetch the response from the cache instead of going to the LLM one more time."
   ]
  },
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    "id": "344-RjcW2GXL",
    "outputId": "608c3019-4b89-45e4-9a37-462033f16c3e"
   },
   "source": [
    "from redisvl.extensions.llmcache import SemanticCache\n",
    "from redisvl.utils.vectorize import HFTextVectorizer\n",
    "\n",
    "cache = SemanticCache(\n",
    "    name=\"chevy_cache\",\n",
    "    prefix=\"cache\",\n",
    "    distance_threshold=0.2,\n",
    "    ttl=60,\n",
    "    vectorizer=HFTextVectorizer(model=\"BAAI/bge-small-en-v1.5\")\n",
    ")\n",
    "\n",
    "def invoke_agent(prompt: str) -> str:\n",
    "    if cached_result := cache.check(prompt=prompt):\n",
    "        response = cached_result[0]['response']\n",
    "        return response\n",
    "    response = agent.chat(prompt)\n",
    "    cache.store(prompt=prompt, response=response.response)\n",
    "    return response.response"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "OlNK1VFc3m8q",
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   "source": "Now you can perform a simple test with our agent and semantic caching enabled."
  },
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   "source": [
    "invoke_agent(\"How many doors does the truck have?\")"
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  },
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   "cell_type": "code",
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  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "### Stop Redis\n",
    "Since you reached the end of the notebook, please kill the container that is executing Redis.\n"
   ],
   "id": "c8fdac1f90dc0645"
  },
  {
   "metadata": {},
   "cell_type": "code",
   "source": "redis_container.container.stop()",
   "id": "4d0ba5087365bbc3",
   "outputs": [],
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  },
  {
   "cell_type": "markdown",
   "id": "wvfTze4m3mhW",
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   "source": [
    "\n",
    "### Extending Semantic Caching\n",
    "\n",
    "\n",
    "There are a few options for working with semantic caching in a true production setting:\n",
    "1.   Extract FAQs from your Knowledge Base (pdfs...). [Use an LLM to help!](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/semantic_caching_gemini.ipynb) Or use human experts. Prefetch into the cache.\n",
    "2. Carefully, extract FAQs from conversation history. Prefetch in batches into the cache each day or week.\n",
    "3. Cache in realtime, which is tricky and requires some tuning. This should typically be done only at the USER level, not across the entire domain or application."
   ]
  }
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