# Initialize Memory with the configuration
m = Memory.from_config(config)

custom_category  = [
        {"financial": "Includes content related to personal finance, investing strategies, saving tips, market trends, and financial planning."},
        {"programming": "For users interested in programming, including tutorials, coding tips, language-specific content, and software development best practices."}     
]
custom_category_filter =  "restrict" 
m.add("Alice enjoys hiking, favors using Python for backend development, and prefers budgeting apps to manage her finances.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is passionate about front-end development with React and spends her weekends exploring new restaurants.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice loves reading historical fiction, excels in writing efficient Python scripts, and is an avid traveler.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is a fan of indie films and enjoys practicing yoga.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
memories=m.get_all(user_id="alice1")

#memories
Passionate about front-end development with React
Alice excels in writing efficient Python scripts
Prefers budgeting apps to manage her finances
Name is Alice
Favors using Python for backend development

custom_category  = [
        {"financial": "Includes content related to personal finance, investing strategies, saving tips, market trends, and financial planning."},
        {"programming": "For users interested in programming, including tutorials, coding tips, language-specific content, and software development best practices."}     
]
custom_category_filter =  "omit"
m.add("Alice enjoys hiking, favors using Python for backend development, and prefers budgeting apps to manage her finances.", user_id="alice3", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is passionate about front-end development with React and spends her weekends exploring new restaurants.", user_id="alice3", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice loves reading historical fiction, excels in writing efficient Python scripts, and is an avid traveler.", user_id="alice3", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is a fan of indie films and enjoys practicing yoga.", user_id="alice3", custom_category=custom_category, custom_category_filter=custom_category_filter)
memories=m.get_all(user_id="alice3")

#memories
Alice is passionate about front-end development with React
Alice loves reading historical fiction
Alice is an avid traveler
Alice is a fan of indie films
Alice enjoys practicing yoga
Alice spends her weekends exploring new restaurants
Alice enjoys hiking

custom_category  = [
        {"financial": "Includes content related to personal finance, investing strategies, saving tips, market trends, and financial planning."},
        {"programming": "For users interested in programming, including tutorials, coding tips, language-specific content, and software development best practices."}     
]
custom_category_filter =  "restrict"  # Can be "restrict", "extend", or "omit"
m.add("Alice enjoys hiking, favors using Python for backend development, and prefers budgeting apps to manage her finances.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is passionate about front-end development with React and spends her weekends exploring new restaurants.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice loves reading historical fiction, excels in writing efficient Python scripts, and is an avid traveler.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)
m.add("Alice is a fan of indie films and enjoys practicing yoga.", user_id="alice1", custom_category=custom_category, custom_category_filter=custom_category_filter)

Alice excels in writing efficient Python scripts
Alice spends her weekends exploring new restaurants
Alice favors using Python for backend development
Alice is a fan of indie films
Alice is passionate about front-end development with React
Alice enjoys practicing yoga
Alice enjoys hiking
Alice loves reading historical fiction
Alice prefers budgeting apps to manage her finances
Alice is an avid traveler