Files
DocsGPT/scripts/migrate_to_v1_vectorstore.py
2024-09-08 16:59:51 +01:00

35 lines
1.1 KiB
Python

import pymongo
import os
def migrate_to_v1_vectorstore_mongo():
client = pymongo.MongoClient("mongodb://localhost:27017/")
db = client["docsgpt"]
vectors_collection = db["vectors"]
for vector in vectors_collection.find():
if "location" in vector:
del vector["location"]
if "retriever" not in vector:
vector["retriever"] = "classic"
vector["remote_data"] = None
vectors_collection.update_one({"_id": vector["_id"]}, {"$set": vector})
client.close()
def migrate_faiss_to_v1_vectorstore():
client = pymongo.MongoClient("mongodb://localhost:27017/")
db = client["docsgpt"]
vectors_collection = db["vectors"]
for vector in vectors_collection.find():
old_path = f"./application/indexes/{vector['user']}/{vector['name']}"
new_path = f"./application/indexes/{vector['_id']}"
try:
os.rename(old_path, new_path)
except OSError as e:
print(f"Error moving {old_path} to {new_path}: {e}")
client.close()
migrate_faiss_to_v1_vectorstore()
migrate_to_v1_vectorstore_mongo()