Customizing Memory in Mem0

from mem0 import MemoryClient

client = MemoryClient(api_key="xxx")

# Define what to include
includes = "technology related things"

messages = [
    {"role": "user", "content": "Hi, I'm David and I love coding in Python"},
    {"role": "assistant", "content": "Great to meet you, David! Python is an excellent programming language."},
    {"role": "user", "content": "I enjoy hiking on weekends"},
    {"role": "assistant", "content": "Hiking is a great way to disconnect! Do you have a favorite trail?"},
    {"role": "user", "content": "I collect vintage vinyl records"},
    {"role": "assistant", "content": "Vinyl records are amazing! What's your favorite album in your collection?"},
    {"role": "user", "content": "I build custom mechanical keyboards as a hobby"},
    {"role": "assistant", "content": "Building mechanical keyboards sounds fascinating!"},
]

client.add(messages, user_id="david", includes=includes, output_format="v1.1")

# example output

{
    "results": [
        {
            "memory": "User's name is David",
            "event": "ADD"
        },
        {
            "memory": "Codes in Python",
            "event": "ADD"
        },
        {
            "memory": "Builds custom mechanical keyboards",
            "event": "ADD"
        }
    ]
}

from mem0 import MemoryClient

client = MemoryClient(api_key="xxx")

# Define what to exclude
excludes = "food preferences"

messages = [
    {"role": "user", "content": "Hi, I'm Emma and I work as a software developer"},
    {"role": "assistant", "content": "Nice to meet you, Emma! Being a software developer is interesting."},
    {"role": "user", "content": "I'm allergic to shellfish"},
    {"role": "assistant", "content": "I'll make note of your shellfish allergy."},
    {"role": "user", "content": "I play tennis every Wednesday"},
    {"role": "assistant", "content": "Regular tennis practice is great exercise!"},
    {"role": "user", "content": "I'm on a gluten-free diet"},
    {"role": "assistant", "content": "I understand you follow a gluten-free diet."},
]

client.add(messages, user_id="emma", excludes=excludes, output_format="v1.1")

# example output

{
    "results": [
        {
            "memory": "Works as a software developer",
            "event": "ADD"
        },
        {
            "memory": "Plays tennis on Wednesdays",
            "event": "ADD"
        }
    ]
}

includes = "training routines, performance metrics, sports techniques"

excludes = "financial details, personal identification information"