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Google Dialogflow Plugin

Administrator Guide


Revision: 1

Distribution: Red Hat / Cent OS

Created: December 27, 2017

Last updated: December 28, 2017

Author: Arsen Chaloyan


Table of Contents

1 Overview.. 3

1.1 Applicable Versions. 3

1.2 Supported Distributions. 3

1.3 Authentication. 3

2 Installing RPMs Using YUM.. 4

2.1 Repository Configuration. 4

2.2 Repository Verification. 4

2.3 GDF Plugin Installation. 5

3 Installing RPMs Manually. 6

3.1 Package List 6

3.2 Package Installation Order 7

4 Obtaining License. 8

4.1 License Type. 8

4.2 Node Information. 8

4.3 License Installation. 8

5 Obtaining Service Credentials. 9

5.1 Project Creation. 9

5.2 Project Billing. 9

5.3 Dialogflow API 9

5.4 Credentials Retrieval 9

5.5 Credentials Installation. 9

6 Configuring Server and Plugin. 11

6.1 Plugin Factory Configuration. 11

6.2 Logger Configuration. 11

6.3 GDF Plugin Configuration. 11

7 Validating Setup. 12

7.1 Setting up Sample Dialogflow Agent 12

7.2 Launching Server 12

7.3 Launching Client 13



1       Overview

This guide describes how to obtain and install binary packages for the Google Dialogflow (GDF) plugin to the UniMRCP server on Red Hat-based Linux distributions. The document is intended for system administrators and developers.

1.1      Applicable Versions

Instructions provided in this guide are applicable to the following versions.


UniMRCP 1.5.0 and above

UniMRCP GDF Plugin 1.0.0 and above

1.2      Supported Distributions

UniMRCP binary packages are currently available only for x86_64 (64-bit) architecture.


Operating System



Red Hat / Cent OS 6



Red Hat / Cent OS 7




Note: packages for other distributions can be made available upon request. For more information, contact services@unimrcp.org.

1.3      Authentication

UniMRCP binary packages are available to authenticated users only. In order to register a free account with UniMRCP, please visit the following page.




Note: a new account needs to be verified and activated prior further proceeding.


2       Installing RPMs Using YUM

Using the Yellowdog Updater, Modifier (yum), a command-line package management utility for Red Hat-based distributions, is recommended for installation of UniMRCP binary packages.

2.1      Repository Configuration

The content of a typical yum configuration file, to be placed in /etc/yum.repos.d/unimrcp.repo, is provided below.



name=UniMRCP Packages for Red Hat / Cent OS-$releasever $basearch








name=UniMRCP Packages for Red Hat / Cent OS-$releasever noarch







The username and password fields included in the HTTPS URI must be replaced with the corresponding account credentials.

2.2      Repository Verification

In order to verify that yum can properly connect and access the UniMRCP repository, the following command can be used.


yum repolist unimrcp

yum repolist unimrcp-noarch


where unimrcp and unimrcp-noarch are names of the sections set in the yum configuration file above.


In order to retrieve a list of packages the UniMRCP repository provides, the following command can be used.


yum --disablerepo="*" --enablerepo="unimrcp" list available

yum --disablerepo="*" --enablerepo="unimrcp-noarch" list available


2.3      GDF Plugin Installation

In order to install the GDF plugin, including all the dependencies, use the following command.


yum install unimrcp-gdf


In order to install the additional data files for the sample client application umc, the following command can be used.


yum install umc-addons


Note: this package is optional and provides additional data which can be used for validation of basic setup.

3       Installing RPMs Manually

UniMRCP RPM packages can be installed manually using the rpm utility. Note, however, that the system administrator should take care of package dependencies and install all the packages in appropriate order.


The RPM packages have the following naming convention:





         packagename is the name of a package

         universion is the UniMRCP version

         packageversion is the RPM release version

         rhelversion is the Red Hat version

         arch is the architecture (x86_64, i686, )

3.1      Package List

The following is a list of UniMRCP RPM packages required for the installation of the GDF plugin.


Package Name



GDF plugin to the server.


UniMRCP edition of the gRPC library.


Sample en-US data files used with umc. [Optional]


Node information retrieval tool, required for license deployment.


Shared library and application of the server.


Shared libraries and sample applications of the client. [Optional]


Set of demo plugins to the server. [Optional]


Data common for the client and the server.


UniMRCP edition of the Apache Portable Runtime (APR) library.


UniMRCP edition of the Apache Portable Runtime Utility (APR-Util) library.


UniMRCP edition of the Sofia SIP library.


3.2      Package Installation Order

Note that all the RPM packages provided by UniMRCP are signed by a GNU Privacy Guard (GPG) key. Before starting the installation, you may need to import the public key in order to allow the rpm utility to verify the packages.


rpm --import https://unimrcp.org/keys/unimrcp-gpg-key.public


Packages for the APR, APR-Util and Sofia-SIP libraries must be installed first.


rpm -ivh uniapr-$aprversion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh uniapr-util-$apuversion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh unisofia-sip-$sofiaversion-$packageversion.el$rhelversion.$arch.rpm


Then, a package containing common data for the client and the server, and a package for the server should follow.


rpm -ivh unimrcp-common-$universion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh unimrcp-server-$universion-$packageversion.el$rhelversion.$arch.rpm


Next, a package containing the utility tool unilicnodegen, required for license deployment.


rpm -ivh unilicnodegen-$toolversion-$packageversion.el$rhelversion.$arch.rpm


Next, a package containing the gRPC library.


rpm -ivh unigrpc-$grpcversion-$packageversion.el$rhelversion.$arch.rpm


Finally, a package containing the GDF plugin should follow.


rpm -ivh unimrcp-gdf-$universion-$packageversion.el$rhelversion.noarch.rpm


4       Obtaining License

The GDF plugin to the UniMRCP server is a commercial product, which requires a license file to be installed.

4.1      License Type

The following license types are available:



         Test and Development

4.2      Node Information

The license files are bound to a node the product is installed on. In order to obtain a license, the corresponding node information needs to be retrieved and submitted for generation of a license file.


Use the installed tool unilicnodegen to retrieve the node information.




As a result, a text file uninode.info will be saved in the current directory. Submit the file uninode.info for license generation to services@unimrcp.org by mentioning the product name in the subject.

4.3      License Installation

The license file needs to be placed into the directory /opt/unimrcp/data.


cp umsgdf_*.lic /opt/unimrcp/data

5       Obtaining Service Credentials

In order to utilize the Google Dialogflow API, a corresponding service account credentials need to be retrieved from the Google Cloud Platform Console and further installed to the UniMRCP server.

5.1      Project Creation

Create a project in the Google Cloud Platform Console, if not already created. Projects allow to manage all Google Cloud Platform resources, including deployment, access control, billing, and services.


1.      Open the Cloud Platform Console.


2.      In the drop-down menu at the top, select a project My First Project created by default or create a new project.

5.2      Project Billing

Enable billing for your project, if not already enabled. Enabling billing allows the application to consume billable resources such as Dialogflow API calls. See Cloud Platform Console Help for more information about billing settings.

5.3      Dialogflow API

In the Google Cloud Platform Console, navigate to API Manager and enable the Dialogflow API.

5.4      Credentials Retrieval

Download service account credentials file.


1.      In the Google Cloud Platform Console, navigate to API Manager > Credentials > Create credentials > Service account key

2.      Under Service account, select New service account.

3.      Under Service account name, enter a service account name of your choice. For example, transcriber.

4.      Under Role, select Project > Service Account Actor.

5.      Under Key type, leave JSON selected.

6.      Click Create to create a new service account and download the json credentials file.

5.5      Credentials Installation

The downloaded json credentials file needs to be placed into the directory /opt/unimrcp/data.


cp *.json /opt/unimrcp/data



6       Configuring Server and Plugin

6.1      Plugin Factory Configuration

In order to load the GDF plugin into the UniMRCP server, open the file unimrcpserver.xml, located in the directory /opt/unimrcp/conf, and add the following entry under the XML element <plugin-factory>. Disable other recognition plugins, if available. The remaining demo plugins might also be disabled, if not installed.


<!-- Factory of plugins (MRCP engines) -->


<engine id="Demo-Synth-1" name="demosynth" enable="true"/>

<engine id="Demo-Recog-1" name="demorecog" enable="false"/>

<engine id="Demo-Verifier-1" name="demoverifier" enable="true"/>

<engine id="Recorder-1" name="mrcprecorder" enable="true"/>

<engine id="GDF-1" name="umsgdf" enable="true"/>



6.2      Logger Configuration

In order to enable log output from the plugin and set filtering rules, open the configuration file logger.xml, located in the directory /opt/unimrcp/conf, and add the following entry under the element <sources>.


<source name="GDF-PLUGIN" priority="INFO" masking="NONE"/>


6.3      GDF Plugin Configuration

The configuration file of the plugin is located in /opt/unimrcp/conf/umsgdf.xml. Default settings should be sufficient for generic use.


Refer to the Usage Guide for more information.


7       Validating Setup

Validate your setup by using the sample UniMRCP client and server applications on the same host. The default configuration and data files should be sufficient for a basic test.

7.1      Setting up Sample Dialogflow Agent

Follow the instructions to import a sample Dialogflow room reservation agent.


In order to identify the Dialogflow agent, an associated project ID must be specified in the configuration file of the plugin, located in /opt/unimrcp/conf/umsgdf.xml.









7.2      Launching Server

Launch the UniMRCP server application.


cd /opt/unimrcp/bin



In the server log output, check whether the plugin is normally loaded.


[INFO] Load Plugin [GDF-1] [/opt/unimrcp/plugin/umsgdf.so]


Next, check for the license information.




-product name: umsgdf

-product version: 1.0.0

-license owner: Name

-license type: trial

-issue date: 2017-12-28

-exp date: 2018-01-27

-channel count: 2

-feature set: 0


Next, check for the service account credentials.


[NOTICE] Set Google App Credentials /opt/unimrcp/data/My First Project-a78c15.json


7.3      Launching Client

Note: the optional package umc-addons must be installed for this test to work.


Launch the sample UniMRCP client application umc.


cd /opt/unimrcp/bin



Run a typical speech recognition scenario by issuing the command run gdf1 from the console of the umc client application.


run gdf1


This command sends a RECOGNIZE request to the server and then starts streaming a sample audio input file bookroom.pcm to recognize.


Check for the NLSML results to be returned as expected.


<?xml version="1.0"?>


<interpretation grammar="builtin:speech/transcribe" confidence="1">


<query_text>book a room</query_text>









<fulfillment_text>I can help with that. Where would you like to reserve a room?</fulfillment_text>



<text>I can help with that. Where would you like to reserve a room?</text>






<text>I can help with that. Where would you like to reserve a room?</text>




























































<input mode="speech">book a room</input>




Visually inspect the log output for any possible warnings or errors.


Note that utterances are stored in the var directory, if the corresponding parameter is enabled in the configuration file umsgdf.xml and/or requested by the client.