+There are two ways to get GNES, either as a docker image or as a PyPi package.
+For cloud users, we highly recommend using GNES as a docker image.
+## Run GNES as a Docker Image
+#### via [Docker cloud](https://cloud.docker.com/u/gnes/repository/list)
-
Getting Started
+```bash
+docker pull gnes/gnes:latest
+docker run gnes/gnes:latest --help
+```
+
+#### via Tencent Container service
+
+We also provide a public mirror hosted on Tencent Cloud, from which Chinese mainland users can pull the image faster.
+
+```bash
+docker login --username=xxx ccr.ccs.tencentyun.com # login to Tencent Cloud so that we can pull from it
+docker pull ccr.ccs.tencentyun.com/gnes/gnes:latest
+docker run ccr.ccs.tencentyun.com/gnes/gnes:latest --help
+```
+
+> You may pull and run different versions by changing the `latest` to a version tag, e.g. `v0.0.24`.
+
+## Install via `pip`
+
+Install
+
+
+
Quick Start
As a cloud-native application, GNES requires an **orchestration engine** to coordinate all micro-services. Currently, we support Kubernetes, Docker Swarm and a built-in solution. Click on one of the icons below to get started.
diff --git a/gnes/cli/parser.py b/gnes/cli/parser.py
index 8517b40d..b6aea372 100644
--- a/gnes/cli/parser.py
+++ b/gnes/cli/parser.py
@@ -18,15 +18,18 @@
import argparse
-IDX_PORT_DELTA = 2
-
def set_base_parser():
from .. import __version__
+ from termcolor import colored
# create the top-level parser
parser = argparse.ArgumentParser(
- description='GNES v%s: Generic Neural Elastic Search '
- 'is an end-to-end solution for semantic text search' % __version__)
+ description='%s, a cloud-native semantic search system '
+ 'based on deep neural network. '
+ 'It enables large-scale index and semantic search for text-to-text, image-to-image, '
+ 'video-to-video and any content form. Visit %s for tutorials and documentations.' % (
+ colored('GNES v%s: Generic Neural Elastic Search' % __version__, 'green'),
+ colored('https://gnes.ai', 'cyan', attrs=['underline'])))
parser.add_argument('-v', '--version', action='version', version='%(prog)s ' + __version__)
parser.add_argument('--verbose', action='store_true', default=False,
help='turn on detailed logging for debug')
@@ -49,7 +52,7 @@ def set_composer_parser(parser=None):
parser.add_argument('--yaml_path', type=argparse.FileType('r'),
default=resource_stream(
'gnes', '/'.join(('resources', 'config', 'compose', 'default.yml'))),
- help='yaml config of the service')
+ help='yaml config of the service')
parser.add_argument('--html_path', type=argparse.FileType('w', encoding='utf8'),
default='./gnes-board.html',
help='output path of the HTML file, will contain all possible generations')
@@ -182,7 +185,7 @@ def set_indexer_service_parser(parser=None):
# encoder's port_out is indexer's port_in
parser.set_defaults(port_in=parser.get_default('port_out'),
- port_out=parser.get_default('port_out') + IDX_PORT_DELTA,
+ port_out=parser.get_default('port_out') + 2,
socket_in=SocketType.PULL_CONNECT,
socket_out=SocketType.PUB_BIND)
return parser
@@ -260,7 +263,9 @@ def set_http_service_parser(parser=None):
def get_main_parser():
# create the top-level parser
parser = set_base_parser()
- sp = parser.add_subparsers(dest='cli')
+ sp = parser.add_subparsers(dest='cli', title='GNES sub-commands',
+ description='use "gnes [sub-command] --help" '
+ 'to get detailed information about each sub-command')
set_grpc_frontend_parser(sp.add_parser('frontend', help='start a grpc frontend service'))
set_indexer_service_parser(sp.add_parser('index', help='start an indexer service'))
@@ -269,5 +274,5 @@ def get_main_parser():
set_preprocessor_service_parser(sp.add_parser('preprocess', help='start a preprocessor service'))
set_http_service_parser(sp.add_parser('client_http', help='start a http service'))
set_cli_client_parser(sp.add_parser('client_cli', help='start a grpc client'))
- set_composer_flask_parser(sp.add_parser('compose', help='start a GNES composer to simplify config generation'))
+ set_composer_flask_parser(sp.add_parser('compose', help='start a GNES Board and visualize YAML config'))
return parser
diff --git a/gnes/resources/compose/gnes-board.html b/gnes/resources/compose/gnes-board.html
index 36732e8a..822048c7 100644
--- a/gnes/resources/compose/gnes-board.html
+++ b/gnes/resources/compose/gnes-board.html
@@ -141,7 +141,7 @@