5c67a5e6bc
Co-authored-by: Prateek Chhikara <prateekchhikara24@gmail.com> Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com>
57 lines
1.6 KiB
Python
57 lines
1.6 KiB
Python
import json
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import os
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import uuid
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# Set up the directory path
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VECTOR_ID = str(uuid.uuid4())
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home_dir = os.path.expanduser("~")
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mem0_dir = os.environ.get("MEM0_DIR") or os.path.join(home_dir, ".mem0")
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os.makedirs(mem0_dir, exist_ok=True)
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def setup_config():
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config_path = os.path.join(mem0_dir, "config.json")
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if not os.path.exists(config_path):
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user_id = str(uuid.uuid4())
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config = {"user_id": user_id}
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with open(config_path, "w") as config_file:
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json.dump(config, config_file, indent=4)
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def get_user_id():
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config_path = os.path.join(mem0_dir, "config.json")
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if not os.path.exists(config_path):
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return "anonymous_user"
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try:
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with open(config_path, "r") as config_file:
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config = json.load(config_file)
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user_id = config.get("user_id")
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return user_id
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except Exception:
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return "anonymous_user"
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def get_or_create_user_id(vector_store):
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"""Store user_id in vector store and return it."""
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user_id = get_user_id()
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# Try to get existing user_id from vector store
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try:
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existing = vector_store.get(vector_id=user_id)
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if existing and hasattr(existing, "payload") and existing.payload and "user_id" in existing.payload:
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return existing.payload["user_id"]
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except Exception:
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pass
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# If we get here, we need to insert the user_id
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try:
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dims = getattr(vector_store, "embedding_model_dims", 1536)
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vector_store.insert(
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vectors=[[0.1] * dims], payloads=[{"user_id": user_id, "type": "user_identity"}], ids=[user_id]
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)
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except Exception:
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pass
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return user_id
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