change README format to reStructuredText, fix links

.gitignore

@@ -5,3 +5,4 @@ dist/
 build/
 .idea
 *.egg-info
+check_weaviate_client_python_version.sh

.travis.yml

@@ -4,9 +4,6 @@ notifications:
   email:
     on_success: change
 
-env:
-  - DOCKER_COMPOSE_VERSION=1.27.4
-
 jobs:
   include:
     - stage: "test"
@@ -15,10 +12,4 @@ jobs:
       install:
         - pip install -r requirements.txt
       script:
-        - ./test/create_test_config.bash
-        - python -m unittest test/unit_test.py 
-        - docker-compose -f test/docker-compose.yaml up -d
-        - sleep 5
-        - python -m unittest test/integration_test.py
-        - docker-compose -f test/docker-compose.yaml down 
-        - python cli.py config view
+        - ./test/run_integration_test.sh

README.rst

@@ -0,0 +1,49 @@
+Weaviate CLI
+============
+.. image:: https://raw.githubusercontent.com/semi-technologies/weaviate/19de0956c69b66c5552447e84d016f4fe29d12c9/docs/assets/weaviate-logo.png
+    :width: 180
+    :align: right
+    :alt: Weaviate logo
+
+.. image:: https://travis-ci.com/semi-technologies/weaviate-cli.svg?branch=master
+    :target: https://travis-ci.com/semi-technologies/weaviate-cli
+    :alt: Build Status (Travis CI)
+
+.. image:: https://badge.fury.io/py/weaviate-cli.svg
+    :target: https://badge.fury.io/py/weaviate-cli
+    :alt: PyPI version
+
+
+**Command Line Interface (CLI) tool for interacting with a Weaviate instance directly from your Terminal**
+
+Visit the official `SeMi Technology <https://www.semi.technology/>`_ website for more information about the Weaviate and how to use it in production.
+
+Check out our `weaviate-client <https://pypi.org/project/weaviate-client/>`_ library for interacting with a Weaviate instance using python.
+
+Installation
+------------
+
+| Install using: ``pip install weaviate-cli``
+| Run using: ``weaviate --help``
+
+Articles
+--------
+
+Here are some articles on weaviate: 
+
+- `Semantic Search Queries Return More Informed Results <https://hackernoon.com/semantic-search-queries-return-more-informed-results-nr5335nw>`_
+- `Getting Started with Weaviate Python Library <https://towardsdatascience.com/getting-started-with-weaviate-python-client-e85d14f19e4f>`_
+- `A sub-50ms neural search with DistilBERT and Weaviate <https://towardsdatascience.com/a-sub-50ms-neural-search-with-distilbert-and-weaviate-4857ae390154>`_
+- `SeMI Technology Medium blogs <https://medium.com/semi-technologies>`_
+
+Support
+-------
+
+- Use our `Slack Channel <https://join.slack.com/t/weaviate/shared_invite/zt-goaoifjr-o8FuVz9b1HLzhlUfyfddhw>`_ for support or any other question.
+- Use the ``weaviate`` tag on `Stackoverflow <https://stackoverflow.com/questions/tagged/weaviate>`_  for questions.
+- For bugs and/or problems with the package submit a Github `issue <https://github.com/semi-technologies/weaviate-python-client/issues>`_.
+
+Contributing
+------------
+
+- Do you want to contribute to `Weaviate`, read `How to Contribute <https://github.com/semi-technologies/weaviate/blob/master/CONTRIBUTE.md>`_.

requirements.txt

@@ -1,2 +1,3 @@
 weaviate-client>=2.1.0
 click==7.1.2
+twine

setup.py

@@ -4,14 +4,14 @@
 # read the contents of your README file
 from os import path
 this_directory = path.abspath(path.dirname(__file__))
-with open(path.join(this_directory, 'README.md'), encoding='utf-8') as f:
+with open(path.join(this_directory, 'README.rst'), encoding='utf-8') as f:
     long_description = f.read()
 
 setup(name="weaviate-cli",
-      version="2.1.0", # 0.1.0rc0
+      version="2.1.1rc0", # 0.1.0rc0
       description="Comand line interface to interact with weaviate",
       long_description=long_description,
-      long_description_content_type='text/markdown',
+      long_description_content_type='text/x-rst',
       author="SeMI Technologies",
       author_email="hello@semi.technology",
       packages=["semi", "semi.config", "semi.commands"],

test/docker-compose.yaml

@@ -9,25 +9,19 @@ services:
     - '8080'
     - --scheme
     - http
-    image: semitechnologies/weaviate:1.0.0-rc2
+    image: semitechnologies/weaviate:1.2.0
     ports:
     - 8080:8080
     restart: on-failure:0
     environment:
-      CONTEXTIONARY_URL: contextionary:9999
+      TRANSFORMERS_INFERENCE_API: 'http://t2v-transformers:8080'
       QUERY_DEFAULTS_LIMIT: 25
       AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'true'
       PERSISTENCE_DATA_PATH: '/var/lib/weaviate'
-      DEFAULT_VECTORIZER_MODULE: text2vec-contextionary
-
-  contextionary:
+      DEFAULT_VECTORIZER_MODULE: 'text2vec-transformers'
+      ENABLE_MODULES: 'text2vec-transformers'
+  t2v-transformers:
+    image: semitechnologies/transformers-inference:distilbert-base-uncased
     environment:
-      OCCURRENCE_WEIGHT_LINEAR_FACTOR: 0.75
-      EXTENSIONS_STORAGE_MODE: weaviate
-      EXTENSIONS_STORAGE_ORIGIN: http://weaviate:8080
-      NEIGHBOR_OCCURRENCE_IGNORE_PERCENTILE: 5
-      ENABLE_COMPOUND_SPLITTING: 'false'
-    image: semitechnologies/contextionary:en0.16.0-v0.4.21
-    ports:
-    - 9999:9999
+      ENABLE_CUDA: '0'
 ...

test/run_integration_test.sh

@@ -0,0 +1,18 @@
+#!/bin/bash
+
+set -e
+
+mkdir -p "$HOME/.config/semi_technologies/"
+echo '{"url": "http://localhost:8080", "auth": null}' > "$HOME/.config/semi_technologies/configs.json"
+
+python -m unittest test/unit_test.py 
+
+docker-compose -f test/docker-compose.yaml up -d
+
+sleep 5
+
+python -m unittest test/integration_test.py
+
+docker-compose -f test/docker-compose.yaml down 
+
+python cli.py config view