diff --git a/search/search_engine_pylib/README.txt b/search/search_engine_pylib/README.txt
new file mode 100644
index 0000000000..afd8f68a53
--- /dev/null
+++ b/search/search_engine_pylib/README.txt
@@ -0,0 +1,37 @@
+This document describes how to use this module.
+
+1. How to build?
+
+   To build the module you need Python2.7 and Boost Python.  Also, you
+   need Qt5.5 (or higher), but you need it in any case, if you're
+   planning to build the project.  On MacOS, Python2.7 should be
+   installed by default, to get Boost via Brew just type in the shell:
+
+     brew update
+     brew install boost --with-python
+     brew install boost-python
+
+   On Debian, type in the shell:
+
+     sudo apt-get install libboost-*
+
+   Note that on MacOS Boost is built by default with libc++, on Debian
+   Boost is built by default with libstdc++. Therefore, you can use
+   only macx-clang and linux-clang specs correspondingly. It's wrong
+   to use linux-clang-libc++ because it's generally a bad idea to have
+   two implementations of the C++ standard library in the same
+   application.
+
+   Then, invoke qmake from the shell, for example:
+
+     qmake CONFIG+=search_engine_pylib path-to-omim.pro
+     make -k -j8 all
+
+2. How to use?
+
+   As search_engine_pylib is a custom Python module, all that you need
+   is to customize PYTHONPATH environment variable before running your
+   scripts. For example:
+
+     PYTHONPATH=path-to-the-directory-with-search_engine_pylib.so \
+       ./search/search_engine_pylib/run_search_engine.py
diff --git a/search/search_engine_pylib/api.cpp b/search/search_engine_pylib/api.cpp
index 6eef117cdc..f899c3d831 100644
--- a/search/search_engine_pylib/api.cpp
+++ b/search/search_engine_pylib/api.cpp
@@ -78,7 +78,7 @@ struct LatLon
   string ToString() const
   {
     ostringstream os;
-    os << "lat:" << m_lat << ", lon:" << m_lon;
+    os << "lat: " << m_lat << ", lon: " << m_lon;
     return os.str();
   }
 
@@ -168,7 +168,7 @@ struct SearchEngineProxy
 {
   SearchEngineProxy()
   {
-    CHECK(g_storage.get() != nullptr, ("init() is not called."));
+    CHECK(g_storage.get() != nullptr, ("init() was not called."));
     auto & platform = GetPlatform();
     auto infoGetter = storage::CountryInfoReader::CreateCountryInfoReader(platform);
     infoGetter->InitAffiliationsInfo(&g_storage->GetAffiliations());
@@ -208,6 +208,7 @@ struct SearchEngineProxy
       results.append(Result(result));
     return results;
   }
+
   shared_ptr<search::tests_support::TestSearchEngine> m_engine;
 };
 }  // namespace
diff --git a/search/run_search_engine.py b/search/search_engine_pylib/run_search_engine.py
similarity index 86%
rename from search/run_search_engine.py
rename to search/search_engine_pylib/run_search_engine.py
index a8fe4de3ee..73f18506bd 100755
--- a/search/run_search_engine.py
+++ b/search/search_engine_pylib/run_search_engine.py
@@ -8,8 +8,8 @@ import search_engine_pylib as search
 
 
 DIR = os.path.dirname(__file__)
-RESOURCE_PATH = os.path.realpath(os.path.join(DIR, '..', 'data'))
-MWM_PATH = os.path.realpath(os.path.join(DIR, '..', 'data'))
+RESOURCE_PATH = os.path.realpath(os.path.join(DIR, '..', '..', 'data'))
+MWM_PATH = os.path.realpath(os.path.join(DIR, '..', '..', 'data'))
 
 parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)
 parser.add_argument('-r', metavar='RESOURCE_PATH', default=RESOURCE_PATH, help='Path to resources directory.')
diff --git a/search/search_engine_pylib/search_engine_pylib.pro b/search/search_engine_pylib/search_engine_pylib.pro
index 469ca97d3e..4e64bf1de1 100644
--- a/search/search_engine_pylib/search_engine_pylib.pro
+++ b/search/search_engine_pylib/search_engine_pylib.pro
@@ -18,11 +18,32 @@ INCLUDEPATH -= $$ROOT_DIR/3party/boost
 # We do not support search_engine_pylib for other combinations of
 # OS and c++ standard library.
 macx-clang {
-    INCLUDEPATH += /System/Library/Frameworks/Python.framework/Versions/2.7/include/python2.7
-    LIBS += -L/System/Library/Frameworks/Python.framework/Versions/2.7/lib -lpython2.7
+    QMAKE_LFLAGS_PLUGIN += -bundle
+
+    LIBRARY_PYTHON=/Library/Frameworks/Python.framework/Versions/2.7
+    SYSTEM_LIBRARY_PYTHON=/System/Library/Frameworks/Python.framework/Versions/2.7
+
+    exists($$LIBRARY_PYTHON) {
+        INCLUDEPATH += $$LIBRARY_PYTHON/include/python2.7
+        LIBS += -L$$LIBRARY_PYTHON/lib -lpython2.7
+    } else:exists($$SYSTEM_LIBRARY_PYTHON) {
+        INCLUDEPATH += $$SYSTEM_LIBRARY_PYTHON/include/python2.7
+        LIBS += -L$$SYSTEM_LIBRARY_PYTHON/lib -lpython2.7
+    } else {
+        error("Can't find Python2.7")
+    }
+
+    LIBS *= "-framework IOKit"
+    LIBS *= "-framework SystemConfiguration"
+
+    LIBS *= -L/usr/local/opt/qt5/lib
+    LIBS *= "-framework QtCore"
+    LIBS *= "-framework QtNetwork"
 
     INCLUDEPATH += /usr/local/include
     LIBS += -L/usr/local/lib -lboost_python
+
+    INCLUDEPATH += /usr/local/opt/qt5/include
 } else:linux-clang {
     INCLUDEPATH += /usr/include
     LIBS += -L/usr/lib/x86_64-linux-gnu/ -lboost_python