From cd5f1dffb56147f5f04fe4d9b772ffc214f68d86 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: Thu, 11 Jun 2026 08:47:22 +0000
Subject: [PATCH] Initial commit with real LangChain modules.: remove
 langchain_qdrant.py

---
 langchain_qdrant.py | 21 ---------------------
 1 file changed, 21 deletions(-)
 delete mode 100644 langchain_qdrant.py

diff --git a/langchain_qdrant.py b/langchain_qdrant.py
deleted file mode 100644
index 92230dc..0000000
--- a/langchain_qdrant.py
+++ /dev/null
@@ -1,21 +0,0 @@
-"""Dummy langchain_qdrant module for local testing.
-
-Provides a minimal QdrantVectorStore class that mimics the interface used in main.py.
-"""
-
-class QdrantVectorStore:
-    def __init__(self, client, collection_name, embedding):
-        self.client = client
-        self.collection_name = collection_name
-        self.embedding = embedding
-
-    def similarity_search_with_score(self, query, k=3):
-        # Return empty list for simplicity
-        return []
-
-    def add_documents(self, documents, ids=None):
-        # No-op
-        pass
-
-    def __repr__(self):
-        return f"<Dummy QdrantVectorStore collection={self.collection_name}>"