{
"cells": [
{
"cell_type": "markdown",
"id": "8ac4ba3b-c438-4f2e-8f52-39846beb5642",
"metadata": {},
"source": [
"
"
]
},
{
"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": {
"76e788ea-72ee-4a39-9f6c-6911d2937b84.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",
"In the [tool-calling-agent notebook](tool-calling-agent.ipynb), we showed how to use [agent executor](https://python.langchain.com/docs/modules/agents/agent_types/tool_calling/).\n",
"\n",
"LangGraph is a library from the LangChain team that can be used to build agents.\n",
"\n",
"It allows for more customization than agent executor:\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",
"\n",
"\n",
"As we showed before, we'll augment a tool-calling version of Llama 3 with various multi-model capabilities using an agent. \n",
"\n",
"### Enviorment\n",
"\n",
"As before, 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": "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": 4,
"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",
" \"lucataco/open-dalle-v1.1:1c7d4c8dec39c7306df7794b28419078cb9d18b9213ab1c21fdc46a1deca0144\",\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": 5,
"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": 18,
"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 not a tool call, then it is the final LLM output \n",
" if not result.tool_calls and (\n",
" # But if it ALSO does not have meaninful text\n",
" # We re-prompt it\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 four 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": 7,
"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(\"action\", 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 action\n",
" # If the latest message (result) from assistant is a not a tool call -> tools_condition routes to END\n",
" tools_condition, # How is this tools_condition working?\n",
" # \"action\" calls one of our tools. END causes the graph to terminate (and respond to the user)\n",
" {\"action\": \"action\", END: END},\n",
")\n",
"builder.add_edge(\"action\", \"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": 8,
"id": "983ab01b-bd31-47b1-bfd8-15cb0e555156",
"metadata": {},
"outputs": [
{
"data": {
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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",
" # This requires some extra dependencies and is optional\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": 9,
"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": 11,
"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_1023)\n",
" Call ID: call_1023\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": 8,
"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_c2pt)\n",
" Call ID: call_c2pt\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': 1715713631, 'localtime': '2024-05-14 12:07'}, 'current': {'last_updated_epoch': 1715713200, 'last_updated': '2024-05-14 12:00', 'temp_c': 16.1, 'temp_f': 61.0, 'is_day': 1, 'condition': {'text': 'Partly cloudy', 'icon': '//cdn.weatherapi.com/weather/64x64/day/116.png', 'code': 1003}, 'wind_mph': 5.6, 'wind_kph': 9.0, 'wind_degree': 60, 'wind_dir': 'ENE', 'pressure_mb': 1014.0, 'pressure_in': 29.93, 'precip_mm': 0.0, 'precip_in': 0.0, 'humidity': 72, 'cloud': 25, 'feelslike_c': 16.1, 'feelslike_f': 61.0, 'vis_km': 16.0, 'vis_miles': 9.0, 'uv': 5.0, 'gust_mph': 11.0, 'gust_kph': 17.7}}\"}, {\"url\": \"https://weatherspark.com/h/m/557/2024/5/Historical-Weather-in-May-2024-in-San-Francisco-California-United-States\", \"content\": \"San Francisco Temperature History May 2024. The daily range of reported temperatures (gray bars) and 24-hour highs (red ticks) and lows (blue ticks), placed over the daily average high (faint red line) and low (faint blue line) temperature, with 25th to 75th and 10th to 90th percentile bands.\"}, {\"url\": \"https://world-weather.info/forecast/usa/san_francisco/may-2024/\", \"content\": \"Extended weather forecast in San Francisco. ... (truncated)\n",
"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
"\n",
"The current weather in San Francisco is partly cloudy with a temperature of 16.1°C (61.0°F) and a feels-like temperature of 16.1°C (61.0°F). The humidity is 72%, and the wind is blowing at 5.6 mph (9.0 km/h) from the ENE direction.\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
}