Mem0

pip install mem0ai chromadb

import os
from mem0 import Memory

# Set your OpenAI API key
os.environ["OPENAI_API_KEY"] = "sk-your-openai-key"

# Configure Mem0 with Chroma
config = {
    "vector_store": {
        "provider": "chroma",
        "config": {
            "collection_name": "my_memories",
            "path": "chroma_db",
        }
    }
}

# Initialize memory
memory = Memory.from_config(config)

# Add memories from conversation
messages = [
    {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
    {"role": "assistant", "content": "How about thriller movies? They can be quite engaging."},
    {"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
    {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
]

memory.add(messages, user_id="alice", metadata={"category": "movies"})

# Search memories
relevant_memories = memory.search("movie preferences", user_id="alice")
print(relevant_memories)