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aradzinski pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 88a6588 WIP.
88a6588 is described below
commit 88a6588b0dee20ca953b14610b17eb7fa9039fbd
Author: Aaron Radzinski <[email protected]>
AuthorDate: Thu Jul 29 12:02:51 2021 -0700
WIP.
---
_scss/misc.scss | 3 +-
first-example.html | 164 +++++++++++++++++++++++++++++++++--------------------
2 files changed, 103 insertions(+), 64 deletions(-)
diff --git a/_scss/misc.scss b/_scss/misc.scss
index ca433a1..acd1755 100644
--- a/_scss/misc.scss
+++ b/_scss/misc.scss
@@ -283,7 +283,8 @@ $bq-success-border-color: $brand-success;
i.fas.fa-lightbulb {
padding-right: 5px;
- color: $bq-success-border-color;
+ color: $color-sunflower;
+ font-size: 110%;
}
div.bq-idea-container {
diff --git a/first-example.html b/first-example.html
index 827c2f3..2403fc5 100644
--- a/first-example.html
+++ b/first-example.html
@@ -25,7 +25,8 @@ id: first_example
<section id="setup">
<h2 class="section-title">Overview <a href="#"><i class="top-link fas
fa-fw fa-angle-double-up"></i></a></h2>
<p>
- Let's develop a house light switch prototype that can be
controlled through the natural language.
+ Let's develop the first NLPCraft example to familiarize ourselves
with the main workflow of NLPCraft.
+ We'll put together a NLI-powered home light switch prototype that
can be controlled through the natural language.
We'll keep <a target=_
href="https://cloud.google.com/speech-to-text/";>speech-to-text conversion</a>
and integration
with <a target=_
href="https://developer.apple.com/homekit/";>HomeKit</a> or
<a href="https://www.arduino.cc/"; target=_>Ardunio</a> outside of
this example - and concentrate just on understanding
@@ -76,6 +77,11 @@ id: first_example
for <i class="fab fa-fw fa-windows"></i>.
</li>
</ul>
+ <div class="bq info">
+ <p>
+ <i class="fas fa-lightbulb"></i> Learn more about <a
href="/tools/script.html">NLPCraft CLI</a>.
+ </p>
+ </div>
</section>
<section id="data_model">
<h2 class="section-title">Data Model <a href="#"><i class="top-link
fas fa-fw fa-angle-double-up"></i></a></h2>
@@ -89,64 +95,89 @@ id: first_example
Open <code>src/main/resources/<b>light_switch.yaml</b></code> file
and replace its content with
the following model declaration:
</p>
- <pre class="brush: js, highlight: [16, 23, 31, 42]">
- id: "nlpcraft.lightswitch.ex"
- name: "Light Switch Example Model"
- version: "1.0"
- description: "NLI-powered light switch example model."
- macros:
- - name: "<ACTION>"
- macro: "{turn|switch|dial|let|set|get|put}"
- - name: "<KILL>"
- macro: "{shut|kill|stop|eliminate}"
- - name: "<ENTIRE_OPT>"
- macro: "{entire|full|whole|total|_}"
- - name: "<LIGHT>"
- macro: "{all|_} {it|them|light|illumination|lamp|lamplight}"
- enabledBuiltInTokens: [] # This example doesn't use any built-in
tokens.
- elements:
- - id: "ls:loc"
- description: "Location of lights."
- synonyms:
- - "<ENTIRE_OPT> {upstairs|downstairs|_}
{kitchen|library|closet|garage|office|playroom|{dinning|laundry|play} room}"
- - "<ENTIRE_OPT> {upstairs|downstairs|_}
{master|kid|children|child|guest|_} {bedroom|bathroom|washroom|storage}
{closet|_}"
- - "<ENTIRE_OPT> {house|home|building|{1st|first}
floor|{2nd|second} floor}"
-
- - id: "ls:on"
- groups:
- - "act"
- description: "Light switch ON action."
- synonyms:
- - "<ACTION> {on|up|_} <LIGHT> {on|up|_}"
- - "<LIGHT> {on|up}"
-
- - id: "ls:off"
- groups:
- - "act"
- description: "Light switch OFF action."
- synonyms:
- - "<ACTION> <LIGHT> {off|out}"
- - "{<ACTION>|<KILL>} {off|out} <LIGHT>"
- - "<KILL> <LIGHT>"
- - "<LIGHT> <KILL>"
- - "no <LIGHT>"
- intents:
- - "intent=ls term(act)={has(tok_groups(), 'act')}
term(loc)={tok_id() == 'ls:loc'}*"
+ <pre class="brush: js, highlight: [6, 22, 23, 26, 33, 41, 52]">
+id: "nlpcraft.lightswitch.ex"
+name: "Light Switch Example Model"
+version: "1.0"
+description: "NLI-powered light switch example model."
+
+macros:
+ - name: "<ACTION>"
+ macro: "{turn|switch|dial|let|set|get|put}"
+ - name: "<KILL>"
+ macro: "{shut|kill|stop|eliminate}"
+ - name: "<ENTIRE_OPT>"
+ macro: "{entire|full|whole|total|_}"
+ - name: "<FLOOR_OPT>"
+ macro: "{upstairs|downstairs|{1st|2nd|3rd|4th|5th|top|ground} floor|_}"
+ - name: "<TYPE>"
+ macro: "{room|closet|attic|loft|{store|storage} {room|_}}"
+ - name: "<LIGHT>"
+ macro: "{all|_} {it|them|light|illumination|lamp|lamplight}"
+
+enabledBuiltInTokens: []
+
+permutateSynonyms: true
+sparse: true
+
+elements:
+ - id: "ls:loc"
+ description: "Location of lights."
+ synonyms:
+ - "<ENTIRE_OPT> <FLOOR_OPT>
{kitchen|library|closet|garage|office|playroom|{dinning|laundry|play}
<TYPE>}"
+ - "<ENTIRE_OPT> <FLOOR_OPT>
{master|kid|children|child|guest|_} {bedroom|bathroom|washroom|storage}
{<TYPE>|_}"
+ - "<ENTIRE_OPT> {house|home|building|{1st|first}
floor|{2nd|second} floor}"
+
+ - id: "ls:on"
+ groups:
+ - "act"
+ description: "Light switch ON action."
+ synonyms:
+ - "<ACTION> {on|up|_} <LIGHT> {on|up|_}"
+ - "<LIGHT> {on|up}"
+
+ - id: "ls:off"
+ groups:
+ - "act"
+ description: "Light switch OFF action."
+ synonyms:
+ - "<ACTION> <LIGHT> {off|out}"
+ - "{<ACTION>|<KILL>} {off|out} <LIGHT>"
+ - "<KILL> <LIGHT>"
+ - "<LIGHT> <KILL>"
+ - "no <LIGHT>"
+
+intents:
+ - "intent=ls term(act)={has(tok_groups(), 'act')} term(loc)={tok_id() ==
'ls:loc'}*"
</pre>
- <p>
- Notice three model elements at lines 16, 23, and 31:
- </p>
+ <p>There are number of important points here:</p>
<ul>
- <li><code>ls:loc</code> - element that defines a location in our
house.</li>
- <li><code>ls:on</code> - element that defines "on" action for the
lights (also belongs to the group <code>act</code>).</li>
- <li><code>ls:off</code> - element that defines "off" action for
the lights (also belongs to the group <code>act</code>).</li>
<li>
- Intent <code>ls</code> on line 42 defines a template that
matches any user input that has a token
- from group <code>act</code> and zero or more house locations.
+ <code>Line 6</code> defines several macros that are used later
on throughout the model's elements
+ to shorten the synonym declarations. Note how macros coupled
with option groups
+ shorten overall synonym declarations 1000:1 vs. manually
listing all possible word permutations.
+ </li>
+ <li>
+ <code>Lines 22, 23</code> define model properties that allow
for multi-word synonyms in this model
+ to be
+ <a class="not-code" target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCModelView.html#isSparse()">sparse</a>
and
+ <a class="not-code" target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCModelView.html#isPermutateSynonyms()">permutate</a>
them for better detection. These two properties generally enable a free-form
+ natural language comprehension.
+ </li>
+ <li>
+ <code>Lines 26, 33, 41</code> define three model elements: the
location of the light, and actions to turn
+ the light on and off. Action elements belong to the same group
<code>act</code> which
+ will be used in our intent (<code>line 42</code>). Note that
these model elements are defined mostly
+ through macros we have provided above.
+ </li>
+ <li>
+ On <code>line 52</code> we define a non-conversational intent
<code>ls</code> that requires
+ one action (a token belonging to the group <code>act</code>)
and optional list of light locations
+ (zero or more tokens with ID <code>ls:loc</code>) - by default
we assume the entire house as a default location.
</li>
</ul>
<p>
- Next, let's go ahead and add model's logic which we'll write in
Scala wtih Java and Kotlin versions provided for reference.
+ Next, let's go ahead and add model's logic which we'll write in
Scala with Java and Kotlin versions provided for reference.
Open <code>src/main/scala/demo/<b>LightSwitch.scala</b></code>
file and replace its content with the following
code:
</p>
@@ -189,7 +220,7 @@ class LightSwitchModel extends
NCModelFileAdapter("light_switch.yaml") {
if (locToks.isEmpty)
"entire house"
else
-
locToks.map(_.meta[String]("nlpcraft:nlp:origtext")).mkString(", ")
+ locToks.map(_.getOriginalText()).mkString(", ")
// Add HomeKit, Arduino or other integration here.
@@ -297,7 +328,7 @@ class LightSwitchKotlinModel :
NCModelFileAdapter("lightswitch_model.yaml") {
</p>
<ul>
<li>
- On line 5 we use <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCModelFileAdapter.html">NCModelFileAdapter</a>
+ On <code>line 5</code> we use <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCModelFileAdapter.html">NCModelFileAdapter</a>
to load its configuration from the external
<code>light_switch.yaml</code> YAML file.
</li>
<li>
@@ -305,32 +336,34 @@ class LightSwitchKotlinModel :
NCModelFileAdapter("lightswitch_model.yaml") {
a template is matched against user input:
<ul>
<li>
- Line 6 uses <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntentRef.html">@NCIntentRef</a>
- annotation to reference the intent defined in our
model (<code>light_switch.yaml</code>, line 42).
+ <code>Line 6</code> uses <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntentRef.html">@NCIntentRef</a>
+ annotation to reference the intent defined in our
model (<code>light_switch.yaml</code>, <code>line 42</code>).
The intent matches
two parts: first should be any token belonging to
<code>act</code> group (i.e. "on" or "off" action),
and the second should be a zero or more tokens with ID
equal to <code>ls:loc</code> (i.e. optional list of locations).
</li>
<li>
- Line 7 uses <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntentSample.html">@NCIntentSample</a>
+ <code>Line 7</code> uses <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntentSample.html">@NCIntentSample</a>
annotation that is used for <a
href="#test">auto-testing</a> of the model.
</li>
</ul>
</li>
<li>
- Lines 22 and 23 use <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntent.html">@NCIntentTerm</a>
+ <code>Lines 22 and 23</code> use <a target="javadoc"
href="/apis/latest/org/apache/nlpcraft/model/NCIntent.html">@NCIntentTerm</a>
annotations to connect the matched result with a callback
method formal parameters.
</li>
<li>
- When our intent is selected as a matching winner the method
<code>onMatch(...)</code> on line 20 is invoked. It
+ When our intent is selected as a matching winner the method
<code>onMatch(...)</code> on <code>line 20</code> is invoked. It
returns a text response that indicates the light status at a
requested location. That's where you can
also add <a target=_
href="https://developer.apple.com/homekit/";>HomeKit</a>,
<a href="https://www.arduino.cc/"; target=_>Ardunio</a> or
other integrations to finish this implementation.
</li>
- <li>
- Chapter <a href="/data-model.html">Data Model</a> provides
detailed explanation on how data models work.
- </li>
</ul>
+ <div class="bq info">
+ <p>
+ <i class="fas fa-lightbulb"></i> Learn more about <a
href="/data-model.html">Data Model</a> and <a
href="/intent-matching.html">Intents</a>.
+ </p>
+ </div>
</section>
<section id="build_project">
<h2 class="section-title">Build Project <a href="#"><i class="top-link
fas fa-fw fa-angle-double-up"></i></a></h2>
@@ -366,6 +399,11 @@ class LightSwitchKotlinModel :
NCModelFileAdapter("lightswitch_model.yaml") {
</p>
</div>
</div>
+ <div class="bq info">
+ <p>
+ <i class="fas fa-lightbulb"></i> Learn more about <a
href="/server-and-probe.html">Server <span class="amp">&</span> Data Probes</a>.
+ </p>
+ </div>
</section>
<section id="test">
<h2 class="section-title">Testing <a href="#"><i class="top-link fas
fa-fw fa-angle-double-up"></i></a></h2>
