Python: InMemoryCollection combines multiple search filters with OR instead of AND #14538

filtered_records: dict[TKey, AttributeDict] = {}
for key, record in self.inner_storage.items():
    for filter in callable_filters:
        if self._run_filter(filter, record):
            filtered_records[key] = record

import asyncio
from dataclasses import dataclass
from typing import Annotated
from semantic_kernel.connectors.in_memory import InMemoryCollection
from semantic_kernel.data.vector import VectorStoreField, vectorstoremodel

@vectorstoremodel
@dataclass
class R:
    id: Annotated[str, VectorStoreField("key")]
    color: Annotated[str, VectorStoreField("data", is_indexed=True)]
    size: Annotated[int, VectorStoreField("data", is_indexed=True)]
    vec: Annotated[list[float] | None, VectorStoreField("vector", dimensions=2)] = None

async def main():
    c = InMemoryCollection(record_type=R, collection_name="x")
    await c.upsert([R("1", "red", 1, [1, 0]), R("2", "red", 9, [1, 0]),
                    R("3", "blue", 1, [1, 0]), R("4", "blue", 9, [1, 0])])
    r = await c.search(vector=[1, 0], top=10,
                       filter=["lambda x: x.color == 'red'", "lambda x: x.size > 5"])
    print(sorted([x.record.id async for x in r.results]))

asyncio.run(main())