From d0c9b9817179e72b0b31e7ff5d2d5c41946a6900 Mon Sep 17 00:00:00 2001 From: Yan <87994542+yanomaly@users.noreply.github.com> Date: Thu, 27 Feb 2025 18:52:49 +0300 Subject: [PATCH] docs: writer integration docs cosmetic fixes (#29984) Fixed links at Writer partners integration docs --- docs/docs/integrations/chat/writer.ipynb | 96 ++++++++++--------- .../parsers/writer_pdf_parser.ipynb | 50 +++++----- docs/docs/integrations/providers/writer.mdx | 2 + .../splitters/writer_text_splitter.ipynb | 52 +++++----- docs/docs/integrations/tools/writer.ipynb | 74 +++++++------- 5 files changed, 138 insertions(+), 136 deletions(-) diff --git a/docs/docs/integrations/chat/writer.ipynb b/docs/docs/integrations/chat/writer.ipynb index a455dfb5e6b..3e8378dfbe3 100644 --- a/docs/docs/integrations/chat/writer.ipynb +++ b/docs/docs/integrations/chat/writer.ipynb @@ -15,9 +15,9 @@ "## Overview\n", "\n", "### Integration details\n", - "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", - "|:--------------------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", - "| ChatWriter | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |\n", + "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", + "|:-------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", + "| [ChatWriter](https://github.com/writer/langchain-writer/blob/main/langchain_writer/chat_models.py#L308) | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |\n", "### Model features\n", "| [Tool calling](/docs/how_to/tool_calling) | Structured output | JSON mode | Image input | Audio input | Video input | [Token-level streaming](/docs/how_to/chat_streaming/) | Native async | [Token usage](/docs/how_to/chat_token_usage_tracking/) | Logprobs |\n", "| :---: |:-----------------:| :---: | :---: | :---: | :---: | :---: | :---: |:--------------------------------:|:--------:|\n", @@ -36,17 +36,21 @@ }, { "cell_type": "code", - "execution_count": null, "id": "433e8d2b-9519-4b49-b2c4-7ab65b046c94", - "metadata": {}, - "outputs": [], + "metadata": { + "jupyter": { + "is_executing": true + } + }, "source": [ "import getpass\n", "import os\n", "\n", "if not os.getenv(\"WRITER_API_KEY\"):\n", " os.environ[\"WRITER_API_KEY\"] = getpass.getpass(\"Enter your Writer API key: \")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -58,14 +62,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a15d341e-3e26-4ca3-830b-5aab30ed66de", "metadata": {}, - "outputs": [], "source": [ "# os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", "# os.environ[\"LANGCHAIN_API_KEY\"] = getpass.getpass(\"Enter your LangSmith API key: \")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -79,13 +83,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "652d6238-1f87-422a-b135-f5abbb8652fc", "metadata": {}, - "outputs": [], "source": [ "%pip install -qU langchain-writer" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -99,10 +103,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "cb09c344-1836-4e0c-acf8-11d13ac1dbae", "metadata": {}, - "outputs": [], "source": [ "from langchain_writer import ChatWriter\n", "\n", @@ -113,7 +115,9 @@ " timeout=None,\n", " max_retries=2,\n", ")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -127,12 +131,10 @@ }, { "cell_type": "code", - "execution_count": null, "id": "62e0dbc3", "metadata": { "tags": [] }, - "outputs": [], "source": [ "messages = [\n", " (\n", @@ -143,7 +145,9 @@ "]\n", "ai_msg = llm.invoke(messages)\n", "ai_msg" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -155,13 +159,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "d86145b3-bfef-46e8-b227-4dda5c9c2705", "metadata": {}, - "outputs": [], "source": [ "print(ai_msg.content)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -175,10 +179,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "4a0f2112b3a4c79e", "metadata": {}, - "outputs": [], "source": [ "messages = [\n", " (\n", @@ -189,7 +191,9 @@ "]\n", "ai_stream = llm.stream(messages)\n", "ai_stream" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -201,14 +205,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "8c4b7b9b9308c757", "metadata": {}, - "outputs": [], "source": [ "for chunk in ai_stream:\n", " print(chunk.content, end=\"\")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -236,10 +240,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "47e2f0faceca533", "metadata": {}, - "outputs": [], "source": [ "from pydantic import BaseModel, Field\n", "\n", @@ -251,7 +253,9 @@ "\n", "\n", "llm.bind_tools([GetWeather])" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -263,16 +267,16 @@ }, { "cell_type": "code", - "execution_count": null, "id": "765527dd533ec967", "metadata": {}, - "outputs": [], "source": [ "ai_msg = llm.invoke(\n", " \"what is the weather like in New York City\",\n", ")\n", "ai_msg" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -284,13 +288,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "f361c4769e772fe", "metadata": {}, - "outputs": [], "source": [ "print(ai_msg.tool_calls)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -316,10 +320,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "c8a217f6190747fe", "metadata": {}, - "outputs": [], "source": [ "ai_batch = llm.batch(\n", " [\n", @@ -330,7 +332,9 @@ " config={\"max_concurrency\": 3},\n", ")\n", "ai_batch" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -342,15 +346,15 @@ }, { "cell_type": "code", - "execution_count": null, "id": "b6a228d448f3df23", "metadata": {}, - "outputs": [], "source": [ "for batch in ai_batch:\n", " print(batch.content)\n", " print(\"-\" * 100)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -374,10 +378,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "e197d1d7-a070-4c96-9f8a-a0e86d046e0b", "metadata": {}, - "outputs": [], "source": [ "from langchain_core.prompts import ChatPromptTemplate\n", "\n", @@ -399,7 +401,9 @@ " \"input\": \"I love programming.\",\n", " }\n", ")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", diff --git a/docs/docs/integrations/document_loaders/parsers/writer_pdf_parser.ipynb b/docs/docs/integrations/document_loaders/parsers/writer_pdf_parser.ipynb index a6d5d9e82a4..4dfe1c3bfc6 100644 --- a/docs/docs/integrations/document_loaders/parsers/writer_pdf_parser.ipynb +++ b/docs/docs/integrations/document_loaders/parsers/writer_pdf_parser.ipynb @@ -14,9 +14,9 @@ "## Overview\n", "\n", "### Integration details\n", - "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", - "|:------------------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", - "| PDFParser | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |" + "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", + "|:-----------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", + "| [PDFParser](https://github.com/writer/langchain-writer/blob/main/langchain_writer/pdf_parser.py#L55) | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |" ] }, { @@ -31,17 +31,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a8d653f15b7ee32d", - "metadata": { - "jupyter": { - "is_executing": true - } - }, - "outputs": [], + "metadata": {}, "source": [ "%pip install --quiet -U langchain-writer" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -55,17 +51,17 @@ }, { "cell_type": "code", - "execution_count": null, "id": "2983e19c9d555e58", "metadata": {}, - "outputs": [], "source": [ "import getpass\n", "import os\n", "\n", "if not os.getenv(\"WRITER_API_KEY\"):\n", " os.environ[\"WRITER_API_KEY\"] = getpass.getpass(\"Enter your Writer API key: \")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -77,14 +73,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "98d8422ecee77403", "metadata": {}, - "outputs": [], "source": [ "# os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", "# os.environ[\"LANGCHAIN_API_KEY\"] = getpass.getpass()" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -98,15 +94,15 @@ }, { "cell_type": "code", - "execution_count": null, "id": "787b3ba8af32533f", "metadata": {}, - "outputs": [], "source": [ "from langchain_writer.pdf_parser import PDFParser\n", "\n", "parser = PDFParser(format=\"markdown\")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -124,18 +120,18 @@ }, { "cell_type": "code", - "execution_count": null, "id": "d1a24b81a8a96f09", "metadata": {}, - "outputs": [], "source": [ "from langchain_core.documents.base import Blob\n", "\n", - "file = Blob.from_path(\"../../data/page_to_parse.pdf\")\n", + "file = Blob.from_path(\"../example_data/layout-parser-paper.pdf\")\n", "\n", "parsed_pages = parser.parse(blob=file)\n", "parsed_pages" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -149,14 +145,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "e2f7fd52b7188c6c", "metadata": {}, - "outputs": [], "source": [ "parsed_pages_async = await parser.aparse(blob=file)\n", "parsed_pages_async" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", diff --git a/docs/docs/integrations/providers/writer.mdx b/docs/docs/integrations/providers/writer.mdx index ea1cd21c886..8da193c2e07 100644 --- a/docs/docs/integrations/providers/writer.mdx +++ b/docs/docs/integrations/providers/writer.mdx @@ -51,3 +51,5 @@ Support of basic function calls defined via dicts, Pydantic, python functions et ```python from langchain_writer.tools import GraphTool ``` + +Writer-specific remotely invoking tool \ No newline at end of file diff --git a/docs/docs/integrations/splitters/writer_text_splitter.ipynb b/docs/docs/integrations/splitters/writer_text_splitter.ipynb index f72a5c46dfa..050e6a94549 100644 --- a/docs/docs/integrations/splitters/writer_text_splitter.ipynb +++ b/docs/docs/integrations/splitters/writer_text_splitter.ipynb @@ -14,9 +14,9 @@ "## Overview\n", "\n", "### Integration details\n", - "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", - "|:-----------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", - "| WriterTextSplitter | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |" + "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", + "|:-----------------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", + "| [WriterTextSplitter](https://github.com/writer/langchain-writer/blob/main/langchain_writer/text_splitter.py#L11) | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |" ] }, { @@ -31,11 +31,11 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a8d653f15b7ee32d", "metadata": {}, + "source": "%pip install --quiet -U langchain-writer", "outputs": [], - "source": "%pip install --quiet -U langchain-writer" + "execution_count": null }, { "cell_type": "markdown", @@ -49,17 +49,17 @@ }, { "cell_type": "code", - "execution_count": null, "id": "2983e19c9d555e58", "metadata": {}, - "outputs": [], "source": [ "import getpass\n", "import os\n", "\n", "if not os.getenv(\"WRITER_API_KEY\"):\n", " os.environ[\"WRITER_API_KEY\"] = getpass.getpass(\"Enter your Writer API key: \")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -71,14 +71,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "98d8422ecee77403", "metadata": {}, - "outputs": [], "source": [ "# os.environ[\"LANGCHAIN_TRACING_V2\"] = \"true\"\n", "# os.environ[\"LANGCHAIN_API_KEY\"] = getpass.getpass()" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -96,15 +96,15 @@ }, { "cell_type": "code", - "execution_count": null, "id": "787b3ba8af32533f", "metadata": {}, - "outputs": [], "source": [ "from langchain_writer.text_splitter import WriterTextSplitter\n", "\n", "splitter = WriterTextSplitter(strategy=\"fast_split\")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -120,10 +120,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "d1a24b81a8a96f09", "metadata": {}, - "outputs": [], "source": [ "text = \"\"\"Reeeeeeeeeeeeeeeeeeeeeaally long text you want to divide into smaller chunks. For example you can add a poem multiple times:\n", "Two roads diverged in a yellow wood,\n", @@ -201,7 +199,9 @@ "\n", "chunks = splitter.split_text(text)\n", "chunks" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -213,13 +213,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a470daa875d99006", "metadata": {}, - "outputs": [], "source": [ "print(len(chunks))" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -232,14 +232,14 @@ }, { "cell_type": "code", - "execution_count": null, "id": "e2f7fd52b7188c6c", "metadata": {}, - "outputs": [], "source": [ "async_chunks = await splitter.asplit_text(text)\n", "async_chunks" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -251,13 +251,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a1439db14e687fa4", "metadata": {}, - "outputs": [], "source": [ "print(len(async_chunks))" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", diff --git a/docs/docs/integrations/tools/writer.ipynb b/docs/docs/integrations/tools/writer.ipynb index 5c96a5cc5ec..1a1e91fa769 100644 --- a/docs/docs/integrations/tools/writer.ipynb +++ b/docs/docs/integrations/tools/writer.ipynb @@ -14,9 +14,9 @@ "\n", "### Integration details\n", "\n", - "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", - "|:-------------------------------------------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", - "| GraphTool | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |\n", + "| Class | Package | Local | Serializable | JS support | Package downloads | Package latest |\n", + "|:-----------------------------------------------------------------------------------------------------------|:-----------------| :---: | :---: |:----------:|:------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------:|\n", + "| [GraphTool](https://github.com/writer/langchain-writer/blob/main/langchain_writer/tools.py#L9) | [langchain-writer](https://pypi.org/project/langchain-writer/) | ❌ | ❌ | ❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-writer?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-writer?style=flat-square&label=%20) |\n", "\n", "### Features\n", "\n", @@ -43,17 +43,17 @@ }, { "cell_type": "code", - "execution_count": null, "id": "80d4e1a791aaa8", "metadata": {}, - "outputs": [], "source": [ "import getpass\n", "import os\n", "\n", "if not os.getenv(\"WRITER_API_KEY\"):\n", " os.environ[\"WRITER_API_KEY\"] = getpass.getpass(\"Enter your Writer API key: \")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -77,10 +77,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "6faaae25509f0f28", "metadata": {}, - "outputs": [], "source": [ "from langchain_writer.chat_models import ChatWriter\n", "from langchain_writer.tools import GraphTool\n", @@ -89,7 +87,9 @@ "\n", "graph_id = getpass.getpass(\"Enter Writer Knowledge Graph ID: \")\n", "graph_tool = GraphTool(graph_ids=[graph_id])" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -99,10 +99,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "e98d7deedb0e5c6f", "metadata": {}, - "outputs": [], "source": [ "from typing import Optional\n", "\n", @@ -154,7 +152,9 @@ " },\n", " },\n", "}" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -167,15 +167,15 @@ }, { "cell_type": "code", - "execution_count": null, "id": "a4833f2597a87777", "metadata": {}, - "outputs": [], "source": [ "chat.bind_tools(\n", " [graph_tool, get_supercopa_trophies_count, GetWeather, get_product_info]\n", ")" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -187,13 +187,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "ccb61b945a56672b", "metadata": {}, - "outputs": [], "source": [ "chat.tools" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -205,13 +205,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "381f0d4b9a8357a4", "metadata": {}, - "outputs": [], "source": [ "chat.tool_choice" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -225,10 +225,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "74df06b58b5dc2e9", "metadata": {}, - "outputs": [], "source": [ "from langchain_core.messages import HumanMessage\n", "\n", @@ -240,7 +238,9 @@ "\n", "response = chat.invoke(messages)\n", "messages.append(response)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -252,13 +252,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "e271e0fc677446b2", "metadata": {}, - "outputs": [], "source": [ "print(response.tool_calls)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -270,10 +270,8 @@ }, { "cell_type": "code", - "execution_count": null, "id": "156b58108aa9b367", "metadata": {}, - "outputs": [], "source": [ "for tool_call in response.tool_calls:\n", " selected_tool = {\n", @@ -284,7 +282,9 @@ "\n", "response = chat.invoke(messages)\n", "print(response.content)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -296,13 +296,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "4b3c6f05096fc9e3", "metadata": {}, - "outputs": [], "source": [ "print(response.additional_kwargs[\"graph_data\"])" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -314,13 +314,13 @@ }, { "cell_type": "code", - "execution_count": null, "id": "eb6e0da74b10b8fc", "metadata": {}, - "outputs": [], "source": [ "print(response.content)" - ] + ], + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", @@ -329,7 +329,7 @@ "source": [ "## Chaining\n", "\n", - "#TODO: fill chaining section" + "Due to specificity of Writer Graph tool (you don't need to call it manually, Writer server will call it by himself and return RAG based generation) it's impossible to invoke it separately, so GraphTool can't be used as part of chain" ] }, {