From 2e871a4707ae87f738d657d1beb33173368f2db4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Kacper=20=C5=81ukawski?= <lukawski.kacper@gmail.com>
Date: Fri, 13 Dec 2024 17:52:10 +0100
Subject: [PATCH] Add example of using local mode in README

---
 README.md | 23 ++++++++++++++++++++++-
 1 file changed, 22 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 84cbde6..b607736 100644
--- a/README.md
+++ b/README.md
@@ -78,7 +78,28 @@ By default, the server will use the `sentence-transformers/all-MiniLM-L6-v2` emb
 For the time being, only [FastEmbed](https://qdrant.github.io/fastembed/) models are supported, and you can change it
 by passing the `--fastembed-model-name` argument to the server.
 
-### Environment Variables
+### Using a local Qdrant database
+
+To use a local mode of Qdrant, you can specify the path to the database using the `--qdrant-local-path` argument:
+
+```json
+{
+  "qdrant": {
+    "command": "uvx",
+    "args": [
+      "mcp-server-qdrant", 
+      "--qdrant-local-path",
+      "/path/to/qdrant/database",
+      "--collection-name",
+      "your_collection_name"
+    ]
+  }
+}
+```
+
+It will run Qdrant local mode inside the same process as the MCP server. Although it is not recommended for production.
+
+## Environment Variables
 
 The configuration of the server can be also done using environment variables: