Rename

1 files changed, 0 insertions, 23 deletions

diff --git a/rag/db/vector.py b/rag/db/vector.py
deleted file mode 100644
index f229ba7..0000000
--- a/rag/db/vector.py
+++ /dev/null
@@ -1,23 +0,0 @@
-from typing import Tuple
-import faiss
-import numpy as np
-
-# TODO: read from .env
-EMBEDDING_DIM = 1024
-
-
-# TODO: inner product distance metric?
-class VectorStore:
-    def __init__(self):
-        self.index = faiss.IndexFlatL2(EMBEDDING_DIM)
-        # TODO: load from file
-
-    def add(self, embeddings: np.ndarray):
-        # TODO: save to file
-        self.index.add(embeddings)
-
-    def search(
-        self, query: np.ndarray, neighbors: int = 4
-    ) -> Tuple[np.ndarray, np.ndarray]:
-        score, indices = self.index.search(query, neighbors)
-        return score, indices