From 1cbd10c70d08c4bda3de28576554d0e2c9938e0d Mon Sep 17 00:00:00 2001 From: Nigel Jones Date: Fri, 17 Jan 2025 13:46:44 +0000 Subject: [PATCH] feat(agent): Add crew.ai example - cold weather Signed-off-by: Nigel Jones --- bee-hive/poetry.lock | 5210 ++++++++++++++++- bee-hive/pyproject.toml | 2 + examples/crewai/things-to-do/cold-weather.py | 57 + .../crewai/things-to-do/config/agents.yaml | 4 + .../crewai/things-to-do/config/tasks.yaml | 9 + 5 files changed, 5210 insertions(+), 72 deletions(-) create mode 100755 examples/crewai/things-to-do/cold-weather.py create mode 100644 examples/crewai/things-to-do/config/agents.yaml create mode 100644 examples/crewai/things-to-do/config/tasks.yaml diff --git a/bee-hive/poetry.lock b/bee-hive/poetry.lock index 3e7a87a..f46439c 100644 --- a/bee-hive/poetry.lock +++ b/bee-hive/poetry.lock @@ -7,6 +7,7 @@ description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" groups = ["main"] +markers = "python_version >= \"3.12\" or 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"pytest-ignore-flaky"] +type = ["pytest-mypy"] + [metadata] lock-version = "2.1" python-versions = ">= 3.11, < 3.13" -content-hash = "d625b1f0c5a1255cc32b643c43ec889912d80111fdd78219d3bd3e1a8d2ea877" +content-hash = "88563f01a1e33ca20afb56903bbe2ea0ed88efc6edc52f244693923bde896636" diff --git a/bee-hive/pyproject.toml b/bee-hive/pyproject.toml index 259708b..51bd195 100644 --- a/bee-hive/pyproject.toml +++ b/bee-hive/pyproject.toml @@ -15,6 +15,8 @@ langchain-ollama = "^0.2.2" langchain-core = "^0.3.30" langchain-community = "^0.3.14" duckduckgo-search = "^7.2.1" +crewai = "^0.95.0" +crewai-tools = "^0.25.8" [build-system] requires = ["poetry-core"] diff --git a/examples/crewai/things-to-do/cold-weather.py b/examples/crewai/things-to-do/cold-weather.py new file mode 100755 index 0000000..899d7d9 --- /dev/null +++ b/examples/crewai/things-to-do/cold-weather.py @@ -0,0 +1,57 @@ +#!/usr/bin/env python + +from crewai import Agent, Crew, Task, Process, LLM +from crewai.project import CrewBase, agent, task, crew +from crewai.tools import tool +from langchain_community.chat_models import ChatOllama + +# Many ways of using tools - varient of the langchain version +# Also using duckduckgo for now but the langchain tool version +from langchain_community.tools import DuckDuckGoSearchRun + +@CrewBase +class ColdWeatherCrew: + """Crew to find activities to do in cold or wet weather""" + + # setup LLM + llm = LLM(model="ollama/llama3.1",base_url="http://localhost:11434") + + # Use the duckduckgo search tool + @tool("DuckDuckGo") + def ddg_search(question: str) -> str: + """Performs a web search using the DuckDuckGo search engine""" + search_tool = DuckDuckGoSearchRun() + return search_tool.run(question) + + @agent + def activityplanner(self) -> Agent: + return Agent( + config=self.agents_config['activityplanner'], + tools=[self.ddg_search], # Include the DuckDuckGo search tool + # Hardcode to ollama 3.1 running locally + llm=self.llm, + verbose = True + ) + + # Simple task to provide a list of activities + @task + def activityfinder_task(self) -> Task: + return Task( + config=self.tasks_config['activityfinder_task'], + verbose=True + ) + + # Create a crew with a sequential process (basic case as only one task) + @crew + def activitycrew(self) -> Crew: + return Crew( + agents=self.agents, + tasks=self.tasks, + process=Process.sequential, + verbose=True + ) + +if __name__ == "__main__": + print("Running crew...") + inputs = {"location": "San Francisco"} + ColdWeatherCrew().activitycrew().kickoff(inputs=inputs) \ No newline at end of file diff --git a/examples/crewai/things-to-do/config/agents.yaml b/examples/crewai/things-to-do/config/agents.yaml new file mode 100644 index 0000000..4f99f0e --- /dev/null +++ b/examples/crewai/things-to-do/config/agents.yaml @@ -0,0 +1,4 @@ +activityplanner: + role: "Activity Planner" + goal: Aid user in finding activities to do in cold or wet weather + backstory: I am an AI agent that can help you find activities to do in cold or wet weather. I can provide you with a list of activities suitable for cold or wet weather in San Francisco. \ No newline at end of file diff --git a/examples/crewai/things-to-do/config/tasks.yaml b/examples/crewai/things-to-do/config/tasks.yaml new file mode 100644 index 0000000..e2caafe --- /dev/null +++ b/examples/crewai/things-to-do/config/tasks.yaml @@ -0,0 +1,9 @@ +activityfinder_task: + description: > + Find a list of 5 activities to do in the cold or wet weather in {location}. + Make sure the information is current as of 2025. + expected_output: > + A list of 5 activities to do in the cold or wet weather in {location} with + the name of the activity, a brief description, and the address of the + location. + agent: activityplanner \ No newline at end of file