From 51ab52c0c4360367b963aeecdc8848ce9d5a701f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D0=A0=D0=B8=D0=BD=D0=B0=D1=80=20=D0=9C=D0=B8=D1=80=D0=B7?=
 =?UTF-8?q?=D0=B0=D0=B3=D0=B8=D1=82=D0=BE=D0=B2?= <mirzagitov03@mail.ru>
Date: Tue, 16 Jun 2026 11:00:53 +0000
Subject: [PATCH] Use real Qdrant client integration for RAG memory: remove
 qdrant_client.py

---
 qdrant_client.py | 25 -------------------------
 1 file changed, 25 deletions(-)
 delete mode 100644 qdrant_client.py

diff --git a/qdrant_client.py b/qdrant_client.py
deleted file mode 100644
index eb2b3fa..0000000
--- a/qdrant_client.py
+++ /dev/null
@@ -1,25 +0,0 @@
-"""Dummy qdrant_client module for local testing.
-
-Provides a minimal QdrantClient class and nested models used by main.py.
-"""
-
-class Distance:
-    COSINE = "cosine"
-
-class VectorParams:
-    def __init__(self, size, distance):
-        self.size = size
-        self.distance = distance
-
-class QdrantClient:
-    def __init__(self, url=None):
-        self.url = url
-
-    def get_collections(self):
-        return type("Collections", (), {"collections": []})()
-
-    def create_collection(self, collection_name, vectors_config):
-        pass
-
-    def __repr__(self):
-        return f"<Dummy QdrantClient url={self.url}>"