rework on readme

.gitignore

@@ -9,4 +9,5 @@ dist/
 .idea
 
 # bench
-tests/benchmarks/bench_service/maas/data/models/
+tests/benchmarks/bench_service/maas/data/models/
+.eggs*

README.rst

@@ -2,30 +2,15 @@
 Aqueduct
 ========
 
-Framework for performance-efficient prediction.
+Framework to make youre prediction performance-efficient and scalable.
 
 Key Benefits
 ============
 
 - Increases the throughput of your machine learning-based service
 - Uses shared memory for instantaneous transfer of large amounts of data between processes
 - All optimizations in one library
-
-
-Quickstart
-=============
-
-Install using ``pip``:
-
-.. code-block:: shell
-
-    pip install aqueduct
-
-Moreover, aqueduct has "optional extras"
-
-- ``numpy`` - support types from numpy in shared memory
-- ``aiohttp`` - extension for aiohttp support(see more in examples)
-
+- Supports multiple frameworks
 
 Documentation
 =============
@@ -35,9 +20,9 @@ Documentation
 - - `Fundamentals <docs/fundamentals.rst>`_
 - - `Example <docs/example.rst>`_
 - `Batching <docs/batching.rst>`_
-- `F.A.Q. <docs/faq.rst>`_
 - `Logging <docs/logging.rst>`_
 - `Metrics <docs/metrics.rst>`_
+- `F.A.Q. <docs/faq.rst>`_
 - Additional features
 - - `Sentry support <docs/sentry.rst>`_
 
@@ -47,6 +32,25 @@ Examples
 - `Aiohttp <examples/aiohttp/>`_
 - `Flask <examples/flask/>`_
 
+Installation
+=============
+
+Install using ``pip``:
+
+.. code-block:: shell
+
+    pip install aqueduct
+
+Moreover, aqueduct has "optional extras"
+
+- ``numpy`` - support types from numpy in shared memory
+- ``aiohttp`` - extension for aiohttp support(see more in examples)
+
+.. code-block:: shell
+
+    pip install aqueduct[numpy,aiohttp]
+
+
 Contact Us
 ==========