{ "cells": [ { "cell_type": "markdown", "id": "8ac4ba3b-c438-4f2e-8f52-39846beb5642", "metadata": {}, "source": [ "\"Open" ] }, { "cell_type": "code", "execution_count": null, "id": "974c2eb0-4844-4e0d-ae91-91571d070a3f", "metadata": {}, "outputs": [], "source": [ "! pip install -U langchain_groq langchain tavily-python replicate langgraph matplotlib" ] }, { "attachments": { "e5e59030-655b-401d-962c-2ef75410b177.png": { "image/png": "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" } }, "cell_type": "markdown", "id": "3a7cc5f2-0fd0-4f73-b5a2-c4d45335c356", "metadata": {}, "source": [ "# LangGraph Tool Calling Agent with Llama3\n", "\n", "LLM-powered agents combine planning, memory, and tool-use (see [here](https://lilianweng.github.io/posts/2023-06-23-agent/), [here](https://www.deeplearning.ai/the-batch/how-agents-can-improve-llm-performance/)). \n", "\n", "LangGraph is a library that can be used to build agents:\n", " \n", "1) It allows us to define `nodes` for our assistant (which decides whether to call a tool) and our actions (tool calls).\n", "2) It allows us to define specific `edges` that connect these nodes (e.g., based upon whether a tool call is decided).\n", "3) It enables `cycles`, where we can call our assistant in a loop until a stopping condition.\n", "\n", "![Screenshot 2024-05-30 at 10.53.54 AM.png](attachment:e5e59030-655b-401d-962c-2ef75410b177.png)\n", "\n", "We'll augment a tool-calling version of Llama 3 with various multi-model capabilities using an agent. \n", "\n", "### Enviorment\n", "\n", "We'll use [Tavily](https://tavily.com/#api) for web search.\n", "\n", "We'll use [Replicate](https://replicate.com/), which offers free to try API key and for various multi-modal capabilities.\n", "\n", "We can review LangChain LLM integrations that support tool calling [here](https://python.langchain.com/docs/integrations/chat/).\n", "\n", "Groq is included. [Here](https://github.com/groq/groq-api-cookbook/blob/main/llama3-stock-market-function-calling/llama3-stock-market-function-calling.ipynb) is a notebook by Groq on function calling with Llama 3 and LangChain." ] }, { "cell_type": "code", "execution_count": null, "id": "d39c2a04-d7e7-42f4-9265-780a14f591c0", "metadata": {}, "outputs": [], "source": [ "import os\n", "from getpass import getpass\n", "TAVILY_API_KEY = getpass()\n", "os.environ[\"TAVILY_API_KEY\"] = TAVILY_API_KEY" ] }, { "cell_type": "code", "execution_count": null, "id": "d8bba6bb-d3f2-4502-83ff-a5cf61d859c8", "metadata": {}, "outputs": [], "source": [ "REPLICATE_API_TOKEN = getpass()\n", "os.environ[\"REPLICATE_API_TOKEN\"] = REPLICATE_API_TOKEN" ] }, { "cell_type": "code", "execution_count": null, "id": "bd3c1fe4-d6ce-484a-9b3c-e80491f03066", "metadata": {}, "outputs": [], "source": [ "GROQ_API_KEY = getpass()\n", "os.environ[\"GROQ_API_KEY\"] = GROQ_API_KEY" ] }, { "cell_type": "markdown", "id": "f8387853-9875-478c-8511-c75855c58e52", "metadata": {}, "source": [ "Optionally, add tracing:" ] }, { "cell_type": "code", "execution_count": null, "id": "c6a812f4-0305-4eb5-bf29-2c41ef57cb03", "metadata": {}, "outputs": [], "source": [ "os.environ['LANGCHAIN_TRACING_V2'] = 'true'\n", "os.environ['LANGCHAIN_ENDPOINT'] = 'https://api.smith.langchain.com'\n", "os.environ['LANGCHAIN_API_KEY'] = " ] }, { "cell_type": "code", "execution_count": 18, "id": "bb7387b2-0094-480b-9b59-3788a22ed06e", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ[\"LANGCHAIN_PROJECT\"] = \"llama3-tool-use-agent\"" ] }, { "cell_type": "markdown", "id": "9f0193d8-123e-4e1c-94e4-b7fb04d0f2f2", "metadata": {}, "source": [ "### Define tools\n", "\n", "These are the same tools that we used in the [tool-calling-agent notebook](tool-calling-agent.ipynb)." ] }, { "cell_type": "code", "execution_count": 2, "id": "586d8bba-2451-4136-b322-f47bcd4b9841", "metadata": {}, "outputs": [], "source": [ "import replicate\n", "\n", "from langchain_core.tools import tool\n", "from langgraph.prebuilt import ToolNode\n", "from langchain_community.tools.tavily_search import TavilySearchResults\n", "\n", "@tool\n", "def magic_function(input: int) -> int:\n", " \"\"\"Applies a magic function to an input.\"\"\"\n", " return input + 2\n", "\n", "@tool\n", "def web_search(input: str) -> str:\n", " \"\"\"Runs web search.\"\"\"\n", " web_search_tool = TavilySearchResults()\n", " docs = web_search_tool.invoke({\"query\": input})\n", " return docs\n", "\n", "@tool\n", "def text2image(text: str) -> str:\n", " \"\"\"generate an image based on a text.\"\"\"\n", " output = replicate.run(\n", " \"stability-ai/sdxl:7762fd07cf82c948538e41f63f77d685e02b063e37e496e96eefd46c929f9bdc\",\n", " input={\n", " \"width\": 1024,\n", " \"height\": 1024,\n", " \"prompt\": text, # a yellow lab puppy running free with wild flowers in the mountain behind\n", " \"scheduler\": \"KarrasDPM\",\n", " \"num_outputs\": 1,\n", " \"guidance_scale\": 7.5,\n", " \"apply_watermark\": True,\n", " \"negative_prompt\": \"worst quality, low quality\",\n", " \"prompt_strength\": 0.8,\n", " \"num_inference_steps\": 60\n", " }\n", " )\n", " print(output)\n", " return output[0]\n", "\n", "@tool\n", "def image2text(image_url: str, prompt: str) -> str:\n", " \"\"\"generate text for image_url based on prompt.\"\"\"\n", " input = {\n", " \"image\": image_url,\n", " \"prompt\": prompt\n", " }\n", "\n", " output = replicate.run(\n", " \"yorickvp/llava-13b:b5f6212d032508382d61ff00469ddda3e32fd8a0e75dc39d8a4191bb742157fb\",\n", " input=input\n", " )\n", "\n", " return \"\".join(output)\n", "\n", "@tool\n", "def text2speech(text: str) -> int:\n", " \"\"\"convert text to a speech.\"\"\"\n", " output = replicate.run(\n", " \"cjwbw/seamless_communication:668a4fec05a887143e5fe8d45df25ec4c794dd43169b9a11562309b2d45873b0\",\n", " input={\n", " \"task_name\": \"T2ST (Text to Speech translation)\",\n", " \"input_text\": text,\n", " \"input_text_language\": \"English\",\n", " \"max_input_audio_length\": 60,\n", " \"target_language_text_only\": \"English\",\n", " \"target_language_with_speech\": \"English\"\n", " }\n", " )\n", " return output['audio_output']\n", "\n", "def create_tool_node_with_fallback(tools: list) -> dict:\n", " return ToolNode(tools).with_fallbacks(\n", " [RunnableLambda(handle_tool_error)], exception_key=\"error\"\n", " )\n", "\n", "def _print_event(event: dict, _printed: set, max_length=1500):\n", " current_state = event.get(\"dialog_state\")\n", " if current_state:\n", " print(f\"Currently in: \", current_state[-1])\n", " message = event.get(\"messages\")\n", " if message:\n", " if isinstance(message, list):\n", " message = message[-1]\n", " if message.id not in _printed:\n", " msg_repr = message.pretty_repr(html=True)\n", " if len(msg_repr) > max_length:\n", " msg_repr = msg_repr[:max_length] + \" ... (truncated)\"\n", " print(msg_repr)\n", " _printed.add(message.id)\n", "\n", "def handle_tool_error(state) -> dict:\n", " error = state.get(\"error\")\n", " tool_calls = state[\"messages\"][-1].tool_calls\n", " return {\n", " \"messages\": [\n", " ToolMessage(\n", " content=f\"Error: {repr(error)}\\n please fix your mistakes.\",\n", " tool_call_id=tc[\"id\"],\n", " )\n", " for tc in tool_calls\n", " ]\n", " }\n", "\n", "# List of tools\n", "tools = [\n", " magic_function,\n", " web_search,\n", " text2image,\n", " image2text,\n", " text2speech\n", "]" ] }, { "cell_type": "markdown", "id": "2579e847-33f2-4d88-8579-78d9f4affbb3", "metadata": {}, "source": [ "### State\n", "\n", "This list of messages is passed to each node of our agent.\n", "\n", "This will serve as short-term memory that persists during the lifetime of our agent. \n", "\n", "See [this overview](https://github.com/langchain-ai/langgraph) of LangGraph for more detail." ] }, { "cell_type": "code", "execution_count": 3, "id": "f41abc45-bf1a-45a8-a6d3-d90c1cbbd3dd", "metadata": {}, "outputs": [], "source": [ "from typing import Annotated\n", "from typing_extensions import TypedDict\n", "from langgraph.graph.message import AnyMessage, add_messages\n", "\n", "class State(TypedDict):\n", " messages: Annotated[list[AnyMessage], add_messages]" ] }, { "cell_type": "markdown", "id": "1c06614c-e0d3-40a1-9b65-0f5f825cb4ca", "metadata": {}, "source": [ "### Assistant \n", "\n", "This is Llama 3, with tool-calling, using [Groq](https://python.langchain.com/v0.1/docs/integrations/chat/groq/).\n", "\n", "We bind the available tools to Llama 3. \n", "\n", "And we further specify the available tools in our assistant prompt." ] }, { "cell_type": "code", "execution_count": 4, "id": "29fe9a47-857f-4554-8539-8777734e3faa", "metadata": {}, "outputs": [], "source": [ "from datetime import datetime\n", "from langchain_groq import ChatGroq\n", "from langchain_core.prompts import ChatPromptTemplate\n", "\n", "from langchain_community.tools.tavily_search import TavilySearchResults\n", "from langchain_core.prompts import ChatPromptTemplate\n", "from langchain_core.runnables import Runnable, RunnableConfig\n", "\n", "# Assistant\n", "class Assistant:\n", " \n", " def __init__(self, runnable: Runnable):\n", " self.runnable = runnable\n", "\n", " def __call__(self, state: State, config: RunnableConfig):\n", " while True:\n", " # Get any user-provided configs \n", " image_url = config['configurable'].get(\"image_url\", None)\n", " # Append to state\n", " state = {**state, \"image_url\": image_url}\n", " # Invoke the tool-calling LLM\n", " result = self.runnable.invoke(state)\n", " # If it is a tool call -> response is valid\n", " # If it has meaninful text -> response is valid\n", " # Otherwise, we re-prompt it b/c response is not meaninful\n", " if not result.tool_calls and (\n", " not result.content\n", " or isinstance(result.content, list)\n", " and not result.content[0].get(\"text\")\n", " ):\n", " messages = state[\"messages\"] + [(\"user\", \"Respond with a real output.\")]\n", " state = {**state, \"messages\": messages}\n", " else:\n", " break\n", " return {\"messages\": result}\n", "\n", "# Prompt \n", "primary_assistant_prompt = ChatPromptTemplate.from_messages(\n", " [\n", " (\n", " \"system\",\n", " \"You are a helpful assistant for with five tools: (1) web search, \"\n", " \"(2) a custom, magic_function, (3) text to image, (4) image to text \"\n", " \"(5) text to speech. Use these provided tools in response to the user question. \"\n", " \"Your image url is: {image_url} \"\n", " \"Current time: {time}.\",\n", " ),\n", " (\"placeholder\", \"{messages}\"),\n", " ]\n", ").partial(time=datetime.now())\n", "\n", "# LLM chain\n", "llm = ChatGroq(temperature=0, model=\"llama3-70b-8192\")\n", "assistant_runnable = primary_assistant_prompt | llm.bind_tools(tools)" ] }, { "cell_type": "markdown", "id": "96514473-c092-4195-bf76-9c61089b5072", "metadata": {}, "source": [ "### Graph\n", "\n", "Here, we lay out the graph." ] }, { "cell_type": "code", "execution_count": 5, "id": "dacf444f-be0f-41bd-b9bd-5ac776fbd5f8", "metadata": {}, "outputs": [], "source": [ "from langgraph.checkpoint.sqlite import SqliteSaver\n", "from langgraph.graph import END, StateGraph\n", "from langgraph.prebuilt import ToolNode, tools_condition\n", "from langchain_core.runnables import RunnableLambda\n", "\n", "# Graph\n", "builder = StateGraph(State)\n", "\n", "# Define nodes: these do the work\n", "builder.add_node(\"assistant\", Assistant(assistant_runnable))\n", "builder.add_node(\"tools\", create_tool_node_with_fallback(tools))\n", "\n", "# Define edges: these determine how the control flow moves\n", "builder.set_entry_point(\"assistant\")\n", "builder.add_conditional_edges(\n", " \"assistant\",\n", " # If the latest message (result) from assistant is a tool call -> tools_condition routes to tools\n", " # If the latest message (result) from assistant is a not a tool call -> tools_condition routes to END\n", " tools_condition, \n", " # \"tools\" calls one of our tools. END causes the graph to terminate (and respond to the user)\n", " {\"tools\": \"tools\", END: END},\n", ")\n", "builder.add_edge(\"tools\", \"assistant\")\n", "\n", "# The checkpointer lets the graph persist its state\n", "memory = SqliteSaver.from_conn_string(\":memory:\")\n", "graph = builder.compile(checkpointer=memory)" ] }, { "cell_type": "markdown", "id": "d404bfe1-fc7a-49f1-9e7a-4bd77f830c6d", "metadata": {}, "source": [ "We can visualize it." ] }, { "cell_type": "code", "execution_count": 6, "id": "983ab01b-bd31-47b1-bfd8-15cb0e555156", "metadata": {}, "outputs": [ { "data": { "image/jpeg": "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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import Image, display\n", "\n", "try:\n", " display(Image(graph.get_graph(xray=True).draw_mermaid_png()))\n", "except:\n", " pass" ] }, { "cell_type": "markdown", "id": "d6388175-6b8f-483c-ab31-948258a8fb7e", "metadata": {}, "source": [ "### Test\n", "\n", "Now, we can test each tool!\n", "\n", "See the traces to audit specifically what is happening." ] }, { "cell_type": "code", "execution_count": 7, "id": "bbc9a513-56cf-45fc-a276-d68c54620203", "metadata": {}, "outputs": [], "source": [ "questions = [\"What is magic_function(3)\",\n", " \"What is the weather in SF?\",\n", " \"Generate an image based upon this text: 'a yellow lab puppy running free with wild flowers in the mountain behind'\",\n", " \"Tell me a story about this image\",\n", " \"Convert this text to speech: The image features a small white dog running down a dirt path, surrounded by a beautiful landscape. The dog is happily smiling as it runs, and the path is lined with colorful flowers, creating a vibrant and lively atmosphere. The scene appears to be set in a mountainous area, adding to the picturesque nature of the image.\"\n", " ]" ] }, { "cell_type": "code", "execution_count": 8, "id": "e3baef29-84c5-491d-8ff7-107d64f23435", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================\u001b[1m Human Message \u001b[0m=================================\n", "\n", "What is magic_function(3)\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "Tool Calls:\n", " magic_function (call_4t2y)\n", " Call ID: call_4t2y\n", " Args:\n", " input: 3\n", "=================================\u001b[1m Tool Message \u001b[0m=================================\n", "Name: magic_function\n", "\n", "5\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "\n", "The result of the magic_function is 5.\n" ] } ], "source": [ "import uuid \n", "_printed = set()\n", "image_url = None\n", "thread_id = str(uuid.uuid4())\n", "\n", "config = {\n", " \"configurable\": {\n", " \"image_url\": image_url,\n", " # Checkpoints are accessed by thread_id\n", " \"thread_id\": thread_id,\n", " }\n", "}\n", "\n", "events = graph.stream(\n", " {\"messages\": (\"user\", questions[0])}, config, stream_mode=\"values\"\n", ")\n", "for event in events:\n", " _print_event(event, _printed)" ] }, { "cell_type": "markdown", "id": "d25fdf4f-feac-41c6-828c-24494d4bc7c9", "metadata": {}, "source": [ "Trace: \n", "\n", "https://smith.langchain.com/public/e4f4055f-eb68-482a-8843-cecc67ea76d3/r" ] }, { "cell_type": "code", "execution_count": 9, "id": "5542c838-44f8-45d4-a866-72a056ece638", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================\u001b[1m Human Message \u001b[0m=================================\n", "\n", "What is the weather in SF?\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "Tool Calls:\n", " web_search (call_3e4r)\n", " Call ID: call_3e4r\n", " Args:\n", " input: weather in SF\n", "=================================\u001b[1m Tool Message \u001b[0m=================================\n", "Name: web_search\n", "\n", "[{\"url\": \"https://www.weatherapi.com/\", \"content\": \"{'location': {'name': 'San Francisco', 'region': 'California', 'country': 'United States of America', 'lat': 37.78, 'lon': -122.42, 'tz_id': 'America/Los_Angeles', 'localtime_epoch': 1717091708, 'localtime': '2024-05-30 10:55'}, 'current': {'last_updated_epoch': 1717091100, 'last_updated': '2024-05-30 10:45', 'temp_c': 13.0, 'temp_f': 55.4, 'is_day': 1, 'condition': {'text': 'Mist', 'icon': '//cdn.weatherapi.com/weather/64x64/day/143.png', 'code': 1030}, 'wind_mph': 8.1, 'wind_kph': 13.0, 'wind_degree': 300, 'wind_dir': 'WNW', 'pressure_mb': 1017.0, 'pressure_in': 30.02, 'precip_mm': 0.0, 'precip_in': 0.0, 'humidity': 88, 'cloud': 0, 'feelslike_c': 12.7, 'feelslike_f': 54.8, 'windchill_c': 16.1, 'windchill_f': 60.9, 'heatindex_c': 15.9, 'heatindex_f': 60.7, 'dewpoint_c': 9.1, 'dewpoint_f': 48.3, 'vis_km': 4.8, 'vis_miles': 2.0, 'uv': 5.0, 'gust_mph': 12.5, 'gust_kph': 20.2}}\"}, {\"url\": \"https://www.wunderground.com/hourly/us/ca/san-francisco/94161/date/2024-5-30\", \"content\": \"San Francisco, CA Hourly Weather Forecast. star_rate. home. Mostly sunny skies. High around 70F. Winds WSW at 10 to 20 mph. Clear to partly cloudy. Low 51F. Winds SW at 10 to 15 mph.\"}, {\"url\": \"https://www.weathertab.com/en/c/e/05/united-states/california/san-francisco/\", \"content\": \"Explore comprehensive May 2024 weather forecasts for San Francis ... (truncated)\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "\n", "The weather in San Francisco is mostly sunny with a high of 55.4°F (13°C) and a low of 51°F (11°C). The wind is blowing at 8.1 mph (13 kph) from the WNW direction. The humidity is 88% and the windchill is 54.8°F (12.7°C).\n" ] } ], "source": [ "_printed = set()\n", "image_url = None\n", "thread_id = str(uuid.uuid4())\n", "\n", "config = {\n", " \"configurable\": {\n", " \"image_url\": image_url,\n", " # Checkpoints are accessed by thread_id\n", " \"thread_id\": thread_id,\n", " }\n", "}\n", "\n", "events = graph.stream(\n", " {\"messages\": (\"user\", questions[1])}, config, stream_mode=\"values\"\n", ")\n", "for event in events:\n", " _print_event(event, _printed)" ] }, { "cell_type": "markdown", "id": "8391f5fa-aa60-4784-a732-a5e098d11624", "metadata": {}, "source": [ "Trace: \n", "\n", "https://smith.langchain.com/public/1a46bdba-448b-4b23-a78b-650d28d5ee7f/r" ] }, { "cell_type": "code", "execution_count": 12, "id": "ed58a028-fad7-4ba4-8117-b69a5d0b6489", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================\u001b[1m Human Message \u001b[0m=================================\n", "\n", "Generate an image based upon this text: 'a yellow lab puppy running free with wild flowers in the mountain behind'\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "Tool Calls:\n", " text2image (call_ew67)\n", " Call ID: call_ew67\n", " Args:\n", " text: a yellow lab puppy running free with wild flowers in the mountain behind\n", "['https://replicate.delivery/pbxt/r2bLegwXR6wCbqLlRN156GZ8gLizkc6t7XnxdOMQ9Va3TLaJA/out-0.png']\n", "=================================\u001b[1m Tool Message \u001b[0m=================================\n", "Name: text2image\n", "\n", "https://replicate.delivery/pbxt/r2bLegwXR6wCbqLlRN156GZ8gLizkc6t7XnxdOMQ9Va3TLaJA/out-0.png\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "\n", "No tools need to be called. Here is the result: The image URL is https://replicate.delivery/pbxt/r2bLegwXR6wCbqLlRN156GZ8gLizkc6t7XnxdOMQ9Va3TLaJA/out-0.png\n" ] } ], "source": [ "_printed = set()\n", "image_url = None\n", "thread_id = str(uuid.uuid4())\n", "\n", "config = {\n", " \"configurable\": {\n", " \"image_url\": image_url,\n", " # Checkpoints are accessed by thread_id\n", " \"thread_id\": thread_id,\n", " }\n", "}\n", "\n", "events = graph.stream(\n", " {\"messages\": (\"user\", questions[2])}, config, stream_mode=\"values\"\n", ")\n", "for event in events:\n", " _print_event(event, _printed)" ] }, { "cell_type": "markdown", "id": "03af241a-83a7-4f65-a628-fac0971468b6", "metadata": {}, "source": [ "Trace: \n", "\n", "https://smith.langchain.com/public/cc9ca4f1-05c8-4dea-a85b-c852f22c14ae/r" ] }, { "cell_type": "code", "execution_count": 14, "id": "e8283c47-145e-4243-9f5c-4203bfde62d3", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import requests\n", "from PIL import Image\n", "from io import BytesIO\n", "import matplotlib.pyplot as plt\n", "\n", "def display_image(image_url):\n", " \"\"\"Display generated image\"\"\"\n", " response = requests.get(image_url)\n", " img = Image.open(BytesIO(response.content)) \n", " plt.imshow(img)\n", " plt.axis('off')\n", " plt.show()\n", "\n", "image_url = \"https://replicate.delivery/pbxt/r2bLegwXR6wCbqLlRN156GZ8gLizkc6t7XnxdOMQ9Va3TLaJA/out-0.png\"\n", "display_image(image_url)" ] }, { "cell_type": "code", "execution_count": 15, "id": "19fd5aaa-c882-4de3-b94f-ee290947f944", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================\u001b[1m Human Message \u001b[0m=================================\n", "\n", "Tell me a story about this image\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "Tool Calls:\n", " image2text (call_dd5x)\n", " Call ID: call_dd5x\n", " Args:\n", " image_url: https://replicate.delivery/pbxt/r2bLegwXR6wCbqLlRN156GZ8gLizkc6t7XnxdOMQ9Va3TLaJA/out-0.png\n", " prompt: Describe the scene in the image\n", "=================================\u001b[1m Tool Message \u001b[0m=================================\n", "Name: image2text\n", "\n", "The image features a happy dog running down a dirt path in a field, surrounded by a beautiful meadow filled with wildflowers. The dog appears to be enjoying its time outdoors, possibly playing fetch or simply exploring the area.\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "\n", "What a lovely scene! It sounds like the dog is having the time of its life, surrounded by the beauty of nature.\n", "\n", "Let me ask, would you like me to generate a story based on this image? Perhaps a tale of adventure, friendship, or even a heartwarming moment between the dog and its owner?\n" ] } ], "source": [ "import uuid \n", "\n", "_printed = set()\n", "thread_id = str(uuid.uuid4())\n", "\n", "config = {\n", " \"configurable\": {\n", " \"image_url\": image_url,\n", " # Checkpoints are accessed by thread_id\n", " \"thread_id\": thread_id,\n", " }\n", "}\n", "\n", "events = graph.stream(\n", " {\"messages\": (\"user\", questions[3])}, config, stream_mode=\"values\"\n", ")\n", "for event in events:\n", " _print_event(event, _printed)" ] }, { "cell_type": "markdown", "id": "dd67d65a-717c-4da1-bbd6-1a796bfc077e", "metadata": {}, "source": [ "Trace: \n", "\n", "https://smith.langchain.com/public/89f45ee4-effc-4cca-b3e6-f12cf5c29168/r" ] }, { "cell_type": "code", "execution_count": 16, "id": "73e3e12e-d725-4e66-aba1-ddc2d270f468", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================\u001b[1m Human Message \u001b[0m=================================\n", "\n", "Convert this text to speech: The image features a small white dog running down a dirt path, surrounded by a beautiful landscape. The dog is happily smiling as it runs, and the path is lined with colorful flowers, creating a vibrant and lively atmosphere. The scene appears to be set in a mountainous area, adding to the picturesque nature of the image.\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "Tool Calls:\n", " text2speech (call_mzwj)\n", " Call ID: call_mzwj\n", " Args:\n", " text: The image features a small white dog running down a dirt path, surrounded by a beautiful landscape. The dog is happily smiling as it runs, and the path is lined with colorful flowers, creating a vibrant and lively atmosphere. The scene appears to be set in a mountainous area, adding to the picturesque nature of the image.\n", "=================================\u001b[1m Tool Message \u001b[0m=================================\n", "Name: text2speech\n", "\n", "https://replicate.delivery/pbxt/XD5xF0zOPbZWHF3SoGg04TNl81IhCNAkjbqWV6K5NOV1yFtE/out.wav\n", "==================================\u001b[1m Ai Message \u001b[0m==================================\n", "\n", "The tool call has been completed. No further actions are needed.\n" ] } ], "source": [ "_printed = set()\n", "image_url = None\n", "thread_id = str(uuid.uuid4())\n", "\n", "config = {\n", " \"configurable\": {\n", " \"image_url\": image_url,\n", " # Checkpoints are accessed by thread_id\n", " \"thread_id\": thread_id,\n", " }\n", "}\n", "\n", "events = graph.stream(\n", " {\"messages\": (\"user\", questions[4])}, config, stream_mode=\"values\"\n", ")\n", "for event in events:\n", " _print_event(event, _printed)" ] }, { "cell_type": "code", "execution_count": 17, "id": "bb7536d7-8883-4e8b-8584-251e1c3b92f2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Audio\n", "\n", "def play_audio(output_url):\n", " return Audio(url=output_url, autoplay=False)\n", "\n", "play_audio(\"https://replicate.delivery/pbxt/XD5xF0zOPbZWHF3SoGg04TNl81IhCNAkjbqWV6K5NOV1yFtE/out.wav\")" ] }, { "cell_type": "markdown", "id": "25ec5e4c-37ff-495f-992f-c3b3935b8565", "metadata": {}, "source": [ "Trace: \n", "\n", "https://smith.langchain.com/public/b504a513-3123-4bfd-8796-3364968559b2/r" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }