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Commitfbcb82f

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nvidia marketing strategy example
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‎nvidia_models/intro/.gitignore‎

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.DS_Store
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__pycache__
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.venv
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poetry.lock
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poetry.lock
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.ruff_cache
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.env
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.DS_Store
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__pycache__
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.venv
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poetry.lock
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.ruff_cache
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.PHONY: all format lint test tests integration_tests help
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# Default target executed when no arguments are given to make.
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all: help
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install:## Install the poetry environment and dependencies
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poetry install --no-root
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clean:## Clean up cache directories and build artifacts
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find. -type d -name"__pycache__" -exec rm -rf {} +
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find. -type d -name"*.pyc" -exec rm -rf {} +
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find. -type d -name".ruff_cache" -exec rm -rf {} +
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find. -type d -name".pytest_cache" -exec rm -rf {} +
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find. -type d -name".coverage" -exec rm -rf {} +
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rm -rf dist/
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rm -rf build/
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######################
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# LINTING AND FORMATTING
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######################
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# Define a variable for Python and notebook files.
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PYTHON_FILES=.
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MYPY_CACHE=.mypy_cache
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lint:## Run code quality tools
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poetry run ruff check$(PYTHON_FILES)
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poetry run ruff format$(PYTHON_FILES) --check
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format:## Format code using ruff
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poetry run ruff format$(PYTHON_FILES)
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poetry run ruff check$(PYTHON_FILES) --fix
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######################
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# HELP
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######################
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help:
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@echo'----'
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@echo'format - run code formatters'
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@echo'lint - run linters'
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#AI Crew for Marketing Strategy
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##Introduction
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This project demonstrates the use of the CrewAI framework to automate the creation of a marketing strategy. CrewAI orchestrates autonomous AI agents, enabling them to collaborate and execute complex tasks efficiently.
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By[@joaomdmoura](https://x.com/joaomdmoura)
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-[CrewAI Framework](#crewai-framework)
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-[Running the script](#running-the-script)
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-[Details & Explanation](#details--explanation)
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-[Contributing](#contributing)
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-[Support and Contact](#support-and-contact)
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-[License](#license)
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##CrewAI Framework
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CrewAI is designed to facilitate the collaboration of role-playing AI agents. In this example, these agents work together to create a comprehensive marketing strategy and develop compelling marketing content.
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##Running the Script
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It uses GPT-4o by default so you should have access to that to run it.
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***Disclaimer:** This will use gpt-4o unless you change it to use a different model, and by doing so it may incur in different costs.*
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-**Configure Environment**: Copy`.env.example` and set up the environment variables for[OpenAI](https://platform.openai.com/api-keys) and other tools as needed, like[Serper](serper.dev).
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-**Install Dependencies**: Run`poetry lock && poetry install`.
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-**Customize**: Modify`src/marketing_posts/main.py` to add custom inputs for your agents and tasks.
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-**Customize Further**: Check`src/marketing_posts/config/agents.yaml` to update your agents and`src/marketing_posts/config/tasks.yaml` to update your tasks.
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-**Execute the Script**: Run`poetry run marketing_posts` and input your project details.
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##Details & Explanation
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-**Running the Script**: Execute`poetry run marketing_posts`. The script will leverage the CrewAI framework to generate a detailed marketing strategy.
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-**Key Components**:
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-`src/marketing_posts/main.py`: Main script file.
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-`src/marketing_posts/crew.py`: Main crew file where agents and tasks come together, and the main logic is executed.
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-`src/marketing_posts/config/agents.yaml`: Configuration file for defining agents.
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-`src/marketing_posts/config/tasks.yaml`: Configuration file for defining tasks.
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-`src/marketing_posts/tools`: Contains tool classes used by the agents.
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##License
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This project is released under the MIT License.
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[tool.poetry]
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name ="marketing_posts"
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version ="0.1.0"
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description ="marketing-posts using crewAI"
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authors = ["Your Name <you@example.com>"]
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[tool.poetry.dependencies]
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python =">=3.10,<=3.13"
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langchain-nvidia-ai-endpoints ="^0.3.5"
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python-dotenv ="^1.0.1"
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crewai ="^0.80.0"
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crewai-tools ="^0.14.0"
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[tool.poetry.scripts]
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marketing_posts ="marketing_posts.main:run"
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train ="marketing_posts.main:train"
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[build-system]
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requires = ["poetry-core"]
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build-backend ="poetry.core.masonry.api"
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#!/bin/bash
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#
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# This script searches for lines starting with "import pydantic" or "from pydantic"
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# in tracked files within a Git repository.
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#
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# Usage: ./scripts/check_pydantic.sh /path/to/repository
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# Check if a path argument is provided
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if [$#-ne 1 ];then
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echo"Usage:$0 /path/to/repository"
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exit 1
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fi
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repository_path="$1"
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# Search for lines matching the pattern within the specified repository
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result=$(git -C"$repository_path" grep -E'^import pydantic|^from pydantic')
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# Check if any matching lines were found
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if [-n"$result" ];then
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echo"ERROR: The following lines need to be updated:"
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echo"$result"
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echo"Please replace the code with an import from langchain_core.pydantic_v1."
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echo"For example, replace 'from pydantic import BaseModel'"
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echo"with 'from langchain_core.pydantic_v1 import BaseModel'"
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exit 1
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fi
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#!/bin/bash
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set -eu
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# Initialize a variable to keep track of errors
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errors=0
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# make sure not importing from langchain or langchain_experimental
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git --no-pager grep'^from langchain\.'.&& errors=$((errors+1))
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git --no-pager grep'^from langchain_experimental\.'.&& errors=$((errors+1))
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# Decide on an exit status based on the errors
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if ["$errors"-gt 0 ];then
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exit 1
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else
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exit 0
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fi

‎nvidia_models/marketing_strategy/src/marketing_posts/__init__.py‎

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lead_market_analyst:
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role:>
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Lead Market Analyst
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goal:>
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Conduct amazing analysis of the products and competitors, providing in-depth
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insights to guide marketing strategies.
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backstory:>
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As the Lead Market Analyst at a premier digital marketing firm, you specialize
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in dissecting online business landscapes.
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chief_marketing_strategist:
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role:>
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Chief Marketing Strategist
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goal:>
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Synthesize amazing insights from product analysis to formulate incredible
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marketing strategies.
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backstory:>
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You are the Chief Marketing Strategist at a leading digital marketing agency,
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known for crafting bespoke strategies that drive success.
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creative_content_creator:
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role:>
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Creative Content Creator
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goal:>
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Develop compelling and innovative content for social media campaigns, with a
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focus on creating high-impact ad copies.
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backstory:>
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As a Creative Content Creator at a top-tier digital marketing agency, you
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excel in crafting narratives that resonate with audiences. Your expertise
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lies in turning marketing strategies into engaging stories and visual
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content that capture attention and inspire action.
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chief_creative_director:
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role:>
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Chief Creative Director
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goal:>
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Oversee the work done by your team to make sure it is the best possible and
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aligned with the product goals, review, approve, ask clarifying questions or
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delegate follow-up work if necessary.
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backstory:>
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You are the Chief Content Officer at a leading digital marketing agency
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specializing in product branding. You ensure your team crafts the best
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possible content for the customer.
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research_task:
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description:>
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Conduct a thorough research about the customer and competitors in the context
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of {customer_domain}.
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Make sure you find any interesting and relevant information given the
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current year is 2024.
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We are working with them on the following project: {project_description}.
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expected_output:>
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A complete report on the customer and their customers and competitors,
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including their demographics, preferences, market positioning and audience engagement.
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project_understanding_task:
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description:>
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Understand the project details and the target audience for
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{project_description}.
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Review any provided materials and gather additional information as needed.
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expected_output:>
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A detailed summary of the project and a profile of the target audience.
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marketing_strategy_task:
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description:>
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Formulate a comprehensive marketing strategy for the project
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{project_description} of the customer {customer_domain}.
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Use the insights from the research task and the project understanding
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task to create a high-quality strategy.
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expected_output:>
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A detailed marketing strategy document that outlines the goals, target
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audience, key messages, and proposed tactics, make sure to have name, tatics, channels and KPIs
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campaign_idea_task:
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description:>
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Develop creative marketing campaign ideas for {project_description}.
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Ensure the ideas are innovative, engaging, and aligned with the overall marketing strategy.
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expected_output:>
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A list of 5 campaign ideas, each with a brief description and expected impact.
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copy_creation_task:
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description:>
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Create marketing copies based on the approved campaign ideas for {project_description}.
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Ensure the copies are compelling, clear, and tailored to the target audience.
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expected_output:>
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Marketing copies for each campaign idea.

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