From 3bace182de5c256bebea7fef81f57c81457ea94a Mon Sep 17 00:00:00 2001 From: JohnGilhuly Date: Thu, 26 Sep 2024 13:21:43 -0700 Subject: [PATCH 1/2] Add Phoenix Cookbook tutorials --- tutorials/41_Tracing_with_Arize_Phoenix.ipynb | 193 ++++ .../42_Evaluate_RAG_with_Arize_Phoenix.ipynb | 828 ++++++++++++++++++ tutorials/img/tutorial42_evaluations_1.png | Bin 0 -> 233119 bytes tutorials/img/tutorial42_evaluations_2.png | Bin 0 -> 66409 bytes 4 files changed, 1021 insertions(+) create mode 100644 tutorials/41_Tracing_with_Arize_Phoenix.ipynb create mode 100644 tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb create mode 100644 tutorials/img/tutorial42_evaluations_1.png create mode 100644 tutorials/img/tutorial42_evaluations_2.png diff --git a/tutorials/41_Tracing_with_Arize_Phoenix.ipynb b/tutorials/41_Tracing_with_Arize_Phoenix.ipynb new file mode 100644 index 0000000..dc112e3 --- /dev/null +++ b/tutorials/41_Tracing_with_Arize_Phoenix.ipynb @@ -0,0 +1,193 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

\n", + " \"phoenix\n", + "
\n", + " Docs\n", + " |\n", + " GitHub\n", + " |\n", + " Community\n", + "

\n", + "
\n", + "

Tracing and Evaluating a Haystack Application

\n", + " \n", + "Phoenix makes your Haystack applications *observable* by visualizing the underlying structure of each call to your Haystack Pipelines and surfacing problematic spans of execution based on latency, token count, or other evaluation metrics.\n", + "\n", + "ℹ️ This notebook requires an OpenAI API key.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Install Dependencies & set OpenAI API key" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install arize-phoenix openinference-instrumentation-haystack haystack-ai" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from getpass import getpass\n", + "import os\n", + "\n", + "if not (openai_api_key := os.getenv(\"OPENAI_API_KEY\")):\n", + " openai_api_key = getpass(\"πŸ”‘ Enter your OpenAI API key: \")\n", + "\n", + "os.environ[\"OPENAI_API_KEY\"] = openai_api_key" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initialize Phoenix\n", + "The command below initializes a local version of Phoenix that will run in the notebook. Phoenix also provides self-hosted and cloud deployment options." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import phoenix as px\n", + "session = px.launch_app()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Connect Phoenix to Haystack and Instrument\n", + "The command below connects Phoenix to your Haystack application and instruments the Haystack library. Any calls to Haystack pipelines from this point forward will be traced and logged to the Phoenix UI." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from openinference.instrumentation.haystack import HaystackInstrumentor\n", + "from phoenix.otel import register\n", + "\n", + "tracer_provider = register()\n", + "HaystackInstrumentor().instrument(tracer_provider=tracer_provider)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Build a Haystack Pipeline\n", + "The command below builds a simple Haystack pipeline that retrieves documents from an in-memory document store and uses an LLM to answer a question." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from haystack import Document, Pipeline\n", + "from haystack.components.builders.prompt_builder import PromptBuilder\n", + "from haystack.components.generators import OpenAIGenerator\n", + "from haystack.components.retrievers.in_memory import InMemoryBM25Retriever\n", + "from haystack.document_stores.in_memory import InMemoryDocumentStore\n", + "\n", + "document_store = InMemoryDocumentStore()\n", + "document_store.write_documents(\n", + " [\n", + " Document(content=\"My name is Jean and I live in Paris.\"),\n", + " Document(content=\"My name is Mark and I live in Berlin.\"),\n", + " Document(content=\"My name is Giorgio and I live in Rome.\"),\n", + " ]\n", + ")\n", + "\n", + "prompt_template = \"\"\"\n", + "Given these documents, answer the question.\n", + "Documents:\n", + "{% for doc in documents %}\n", + " {{ doc.content }}\n", + "{% endfor %}\n", + "Question: {{question}}\n", + "Answer:\n", + "\"\"\"\n", + "\n", + "retriever = InMemoryBM25Retriever(document_store=document_store)\n", + "prompt_builder = PromptBuilder(template=prompt_template)\n", + "llm = OpenAIGenerator()\n", + "\n", + "rag_pipeline = Pipeline()\n", + "rag_pipeline.add_component(\"retriever\", retriever)\n", + "rag_pipeline.add_component(\"prompt_builder\", prompt_builder)\n", + "rag_pipeline.add_component(\"llm\", llm)\n", + "rag_pipeline.connect(\"retriever\", \"prompt_builder.documents\")\n", + "rag_pipeline.connect(\"prompt_builder\", \"llm\")\n", + "\n", + "question = \"Who lives in Paris?\"\n", + "results = rag_pipeline.run(\n", + " {\n", + " \"retriever\": {\"query\": question},\n", + " \"prompt_builder\": {\"question\": question},\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## View the Pipeline in Phoenix\n", + "You should now see traces in Phoenix!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(f\"Phoenix is currently running on {session.url}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "phoenix", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb b/tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb new file mode 100644 index 0000000..ce0f6db --- /dev/null +++ b/tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb @@ -0,0 +1,828 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "4t3LXM0aNbl2" + }, + "source": [ + "
\n", + "

\n", + " \"phoenix\n", + "
\n", + " Docs\n", + " |\n", + " GitHub\n", + " |\n", + " Community\n", + "

\n", + "
\n", + "

Tracing and Evaluating a Haystack Application with Phoenix

\n", + "\n", + "Phoenix is a tool for tracing and evaluating LLM applications. In this tutorial, we will trace and evaluate a Haystack RAG pipeline. We'll evaluate using three different types of evaluations:\n", + "\n", + "1. Relevance: Whether the retrieved documents are relevant to the question.\n", + "2. Q&A Correctness: Whether the answer to the question is correct.\n", + "3. Hallucination: Whether the answer contains hallucinations.\n", + "\n", + "ℹ️ This notebook requires an OpenAI API key.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fGcvMui6fZIA", + "outputId": "95cf1638-aee8-4844-defe-fa501fbe76d2" + }, + "outputs": [], + "source": [ + "!pip install -q openinference-instrumentation-haystack haystack-ai \"arize-phoenix>=4.29.0\"" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "mqitn1QzOU5v" + }, + "source": [ + "# Set API Keys" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "rDg3U7kbOUX_", + "outputId": "551483a6-52d8-4a9b-b1ff-8ab63864c710" + }, + "outputs": [], + "source": [ + "from getpass import getpass\n", + "import os\n", + "\n", + "if not (openai_api_key := os.getenv(\"OPENAI_API_KEY\")):\n", + " openai_api_key = getpass(\"πŸ”‘ Enter your OpenAI API key: \")\n", + "\n", + "os.environ[\"OPENAI_API_KEY\"] = openai_api_key" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "qlWmN0pvpJCG" + }, + "source": [ + "# Launch Phoenix and Enable Haystack Tracing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "3OhQrnlsfgdN" + }, + "outputs": [], + "source": [ + "# Check if PHOENIX_API_KEY is present in the environment variables.\n", + "# If it is, we'll use the cloud instance of Phoenix. If it's not, we'll start a local instance.\n", + "# A third option is to connect to a docker or locally hosted instance.\n", + "# See https://docs.arize.com/phoenix/setup/environments for more information.\n", + "\n", + "import os\n", + "\n", + "if \"PHOENIX_API_KEY\" in os.environ:\n", + " os.environ[\"OTEL_EXPORTER_OTLP_HEADERS\"] = f\"api_key={os.environ['PHOENIX_API_KEY']}\"\n", + " os.environ[\"PHOENIX_CLIENT_HEADERS\"] = f\"api_key={os.environ['PHOENIX_API_KEY']}\"\n", + " os.environ[\"PHOENIX_COLLECTOR_ENDPOINT\"] = \"https://app.phoenix.arize.com\"\n", + "\n", + "else:\n", + " import phoenix as px\n", + "\n", + " px.launch_app()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from openinference.instrumentation.haystack import HaystackInstrumentor\n", + "from phoenix.otel import register\n", + "\n", + "tracer_provider = register()\n", + "\n", + "# Use Phoenix's autoinstrumentor to automatically track traces from Haystack\n", + "HaystackInstrumentor().instrument(tracer_provider=tracer_provider, skip_dep_check=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "twBLgY1LpMPW" + }, + "source": [ + "# Set up your Haystack app" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fQYTT4P-fjQa", + "outputId": "41320394-b14e-4dac-e48c-3508c90516eb" + }, + "outputs": [], + "source": [ + "from haystack import Document, Pipeline\n", + "from haystack.components.builders.prompt_builder import PromptBuilder\n", + "from haystack.components.generators import OpenAIGenerator\n", + "from haystack.components.retrievers.in_memory import InMemoryBM25Retriever\n", + "from haystack.document_stores.in_memory import InMemoryDocumentStore\n", + "\n", + "# Write documents to InMemoryDocumentStore\n", + "document_store = InMemoryDocumentStore()\n", + "document_store.write_documents(\n", + " [\n", + " Document(content=\"My name is Jean and I live in Paris.\"),\n", + " Document(content=\"My name is Mark and I live in Berlin.\"),\n", + " Document(content=\"My name is Giorgio and I live in Rome.\"),\n", + " ]\n", + ")\n", + "\n", + "# Build a RAG pipeline\n", + "prompt_template = \"\"\"\n", + "Given these documents, answer the question.\n", + "Documents:\n", + "{% for doc in documents %}\n", + " {{ doc.content }}\n", + "{% endfor %}\n", + "Question: {{question}}\n", + "Answer:\n", + "\"\"\"\n", + "\n", + "retriever = InMemoryBM25Retriever(document_store=document_store)\n", + "prompt_builder = PromptBuilder(template=prompt_template)\n", + "llm = OpenAIGenerator(model=\"gpt-3.5-turbo\")\n", + "\n", + "rag_pipeline = Pipeline()\n", + "rag_pipeline.add_component(\"retriever\", retriever)\n", + "rag_pipeline.add_component(\"prompt_builder\", prompt_builder)\n", + "rag_pipeline.add_component(\"llm\", llm)\n", + "rag_pipeline.connect(\"retriever\", \"prompt_builder.documents\")\n", + "rag_pipeline.connect(\"prompt_builder\", \"llm\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ji06yJ2Bfmx9", + "outputId": "aa417de4-8ce9-41b3-c322-e5ed216dadcc" + }, + "outputs": [], + "source": [ + "# Ask a question\n", + "question = \"Who lives in Paris?\"\n", + "results = rag_pipeline.run(\n", + " {\n", + " \"retriever\": {\"query\": question},\n", + " \"prompt_builder\": {\"question\": question},\n", + " }\n", + ")\n", + "\n", + "print(results[\"llm\"][\"replies\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "KDsd4qJIXfZv" + }, + "source": [ + "# Evaluating Retrieved Docs\n", + "\n", + "Now that we've traced our pipeline, let's start by evaluating the retrieved documents.\n", + "\n", + "All evaluations in Phoenix use the same general process:\n", + "1. Query and download trace data from Phoenix\n", + "2. Add evaluation labels to the trace data. This can be done using the Phoenix library, using Haystack evaluators, or using your own evaluators.\n", + "3. Log the evaluation labels to Phoenix\n", + "4. View evaluations\n", + "\n", + "We'll use the `get_retrieved_documents` function to get the trace data for the retrieved documents." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "_0XDNCW3YFCz" + }, + "outputs": [], + "source": [ + "import nest_asyncio\n", + "nest_asyncio.apply()\n", + "\n", + "import phoenix as px\n", + "client = px.Client()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 318 + }, + "id": "FT9NbFomYYoX", + "outputId": "c51c4ef2-c738-44e1-e5ed-9f5d1cd6d090" + }, + "outputs": [], + "source": [ + "from phoenix.session.evaluation import get_retrieved_documents\n", + "\n", + "retrieved_documents_df = get_retrieved_documents(px.Client())\n", + "retrieved_documents_df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we'll use Phoenix's `RelevanceEvaluator` to evaluate the relevance of the retrieved documents. This evaluator uses a LLM to determine if the retrieved documents contain the answer to the question." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 49, + "referenced_widgets": [ + "03c4fba631ee4c248a1df176bac0c4d1", + "56de8838c18b4b7bbac4b2b7698dc966", + "ef24004aeccf4a4aa17f415a9f3e8376", + "8761cad8dfb2438bbe2f6a210ea30c44", + "dacebfc1bbeb42418e0af201e66d659c", + "ac230f37777740519cf5fdb17d60873b", + "f4b5da887a1e4b68bb14bda987a80bc4", + "82e3baf2439044a0a5b9f215b1ef585f", + "ba1467f305b74f0eb970572ff2772426", + "471fc55eb46b4d0fb6f96048a0f130b6", + "6d48080a5a9f416fb3fe442e9bde518e" + ] + }, + "id": "RsAJdoFWYZzk", + "outputId": "6a6987fe-6a82-4c9c-da69-15261cffbdd2" + }, + "outputs": [], + "source": [ + "from phoenix.evals import OpenAIModel, RelevanceEvaluator, run_evals\n", + "\n", + "relevance_evaluator = RelevanceEvaluator(OpenAIModel(model=\"gpt-4o-mini\"))\n", + "\n", + "retrieved_documents_relevance_df = run_evals(\n", + " evaluators=[relevance_evaluator],\n", + " dataframe=retrieved_documents_df,\n", + " provide_explanation=True,\n", + " concurrency=20,\n", + ")[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 175 + }, + "id": "p0ANPW35Xhkx", + "outputId": "ffc2a959-c7e1-4fb2-d3aa-18220fb3aaa7" + }, + "outputs": [], + "source": [ + "retrieved_documents_relevance_df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we'll log the evaluation labels to Phoenix." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TSwP858Wb7Qj", + "outputId": "1acd1b35-3e91-4809-fc59-da919c5350d8" + }, + "outputs": [], + "source": [ + "from phoenix.trace import DocumentEvaluations, SpanEvaluations\n", + "\n", + "px.Client().log_evaluations(\n", + " DocumentEvaluations(dataframe=retrieved_documents_relevance_df, eval_name=\"relevance\"),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you now click on your document retrieval span in Phoenix, you should see the evaluation labels.\n", + "\n", + "![Evaluations](img/tutorial42_evaluations_1.png)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "O5JBstOntoJx" + }, + "source": [ + "# Evaluate Response" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 168 + }, + "id": "WX0iCQJWtwQQ", + "outputId": "a5dfd75b-31b4-430e-f002-4e257abbe995" + }, + "outputs": [], + "source": [ + "from phoenix.session.evaluation import get_qa_with_reference\n", + "\n", + "qa_with_reference_df = get_qa_with_reference(px.Client())\n", + "qa_with_reference_df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 49, + "referenced_widgets": [ + "dc7bd8404c13468e99fcc37e8377ac57", + "d6308c3845ba42bd80b0e1903f54f5ff", + "294d2ad16e3647c5b1497eccb5fcf155", + "28a7c2f8b2c14bcd8a409f5b5bca7235", + "2fcda3f03a554fceadf85637c34a725a", + "cf9dd33671024014b9536cca596d343e", + "5ed868930d1540b988589a439b1c1b9a", + "81fce336b5f24b148dd557af20f93bc6", + "100cb58ebb3d4ce4a886277a24dd2afc", + "81ad93aae4e94c27af8161f25ba63f98", + "d2809f1d40024b37a6fdd62dd6acb44d" + ] + }, + "id": "O1RozU7ptywT", + "outputId": "1872f2d8-3a1c-4976-8c1d-bff49d7b6994" + }, + "outputs": [], + "source": [ + "from phoenix.evals import (\n", + " HallucinationEvaluator,\n", + " OpenAIModel,\n", + " QAEvaluator,\n", + " run_evals,\n", + ")\n", + "\n", + "qa_evaluator = QAEvaluator(OpenAIModel(model=\"gpt-4-turbo-preview\"))\n", + "hallucination_evaluator = HallucinationEvaluator(OpenAIModel(model=\"gpt-4-turbo-preview\"))\n", + "\n", + "qa_correctness_eval_df, hallucination_eval_df = run_evals(\n", + " evaluators=[qa_evaluator, hallucination_evaluator],\n", + " dataframe=qa_with_reference_df,\n", + " provide_explanation=True,\n", + " concurrency=20,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Gjgqr_Gxt0Ke", + "outputId": "3f8dc15a-a069-46d9-e717-61b8f06b8835" + }, + "outputs": [], + "source": [ + "px.Client().log_evaluations(\n", + " SpanEvaluations(dataframe=qa_correctness_eval_df, eval_name=\"Q&A Correctness\"),\n", + " SpanEvaluations(dataframe=hallucination_eval_df, eval_name=\"Hallucination\"),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You should now see the Q&A correctness and hallucination evaluations in Phoenix.\n", + "\n", + "![Evaluations](img/tutorial42_evaluations_2.png)" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": 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a/README.md b/README.md index 559dae2..97bdd5f 100644 --- a/README.md +++ b/README.md @@ -47,8 +47,8 @@ Haystack 2.0 | [Pipelines](./tutorials/11_Pipelines.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/11_Pipelines.ipynb) | [[OUTDATED] Simplifying Pipeline Inputs with Multiplexer](./tutorials/37_Simplifying_Pipeline_Inputs_with_Multiplexer.ipynb)| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/37_Simplifying_Pipeline_Inputs_with_Multiplexer.ipynb)| | [[OUTDATED] Seq2SeqGenerator](./tutorials/12_LFQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/12_LFQA.ipynb) | [Embedding Metadata for Improved Retrieval](./tutorials/39_Embedding_Metadata_for_Improved_Retrieval.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/39_Embedding_Metadata_for_Improved_Retrieval.ipynb)| | [Question Generation](./tutorials/13_Question_generation.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/13_Question_generation.ipynb) | [Building a Chat Application with Function Calling](./tutorials/40_Building_Chat_Application_with_Function_Calling.ipynb)| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/40_Building_Chat_Application_with_Function_Calling.ipynb)| -| [Query Classifier](./tutorials/14_Query_Classifier.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/14_Query_Classifier.ipynb) | | | -| [Table QA](./tutorials/15_TableQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/15_TableQA.ipynb) | | | +| [Query Classifier](./tutorials/14_Query_Classifier.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/14_Query_Classifier.ipynb)| [Tracing a Haystack Application with Arize Phoenix](./tutorials/41_Tracing_with_Arize_Phoenix.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/41_Tracing_with_Arize_Phoenix.ipynb) +| [Table QA](./tutorials/15_TableQA.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/15_TableQA.ipynb)| [Evaluating RAG with Arize Phoenix](./tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/42_Evaluate_RAG_with_Arize_Phoenix.ipynb) | [Document Classifier at Index Time](./tutorials/16_Document_Classifier_at_Index_Time.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/16_Document_Classifier_at_Index_Time.ipynb) | | | | [Make Your QA Pipelines Talk!](./tutorials/17_Audio.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/17_Audio.ipynb) | | | | [Generative Pseudo Labeling](./tutorials/18_GPL.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/18_GPL.ipynb) | | |