Rasa threshold implementation - chatbot

I wanted an implementation where if the confidence of an intent is below say, 0.6 then a particular action to be invoked and perform an API call, from there on I want to be able to either execute custom action or continue with the intent which was resolved in the first place based on some condition.

Probably try take a look into this Rule Policy. You can always modify the action that is specified here and put the conditions that you wish to perform under the same action.

Related

Defining own skip and submit button

Can we define our own skip and submit button instead of using the predefined one? Especially when we only have 1 task per task suit? I just want to change it because in my case there is more preferable variant
Unfortunately, there is no function like this. The Toloka control elements (such as the "send", "quit" buttons, etc.) cannot be changed, but you can modify the task interface.

Is it possible to call multiple handler methods on a single submit in atg?

Consider I have one submit button. On clicking submit, it should call both handleAddData() and handleInsertData().
Yes, we can call multiple handlers on single submit, using a component atg.search.formhandlers.MultipleSubmitHelper,
we have to configure - MultipleSubmitHelper component by setting its queryFormHandlers property to an array
Example- queryFormHandlers=/atg/search/formhandlers/QueryFormHandler1,
/atg/search/formhandlers/QueryFormHandler2
A <dsp:input> tag can only be bound to a single element in ATG. That said, you can have 3 handle methods, one which calls both the others (eg. handleCallAddInsertData) and bind your tag to this, still leaving you with the original handleAddData and handleInsertData. Alternatively you can submit your form via Javascript which will in turn call both handle methods.
If, however you need to call them 'both' you probably have a flaw in your design.

Specify an intent on the ask function

I would like to know, how to specify the function of redirection in the ask function.
Like :
Launch main function to choice the actions.
Start the function chosen by the user.
Loop in this function as long as the user does not say "stop" for example.
Maybe with a specific intent in the ask function, I don't know ...
Does anyone have the solution ?
Your request is what contexts are used for in Dialogflow. You can set it up so that certain intents are only available to be triggered if a certain input context exists. These contexts originate from an output context of an intent.
Using the dialog state is not recommended. If you want to store generic data, you should use app.data in v1 or conv.data in v2 of the AoG client library. This data object persists throughout a session, which is more powerful than dialog state.
You can't. The ask() method is "completed" in the text intent. It is a shame that you can't - the code would be so much less cluttered if you could.
IAC, you can pass "dialog state" to ask() and then getDialogState() in the text intent and use that to restore your application's context and continue from there.

API function to add an Action to an Event or Schedule?

I need to add an Action to a Schedule object that is being created through the API. There are documented interfaces to set almost all the options except the Action. How are Actions attached to these Objects?
When I attempt to programmatically add a new event, read from a separate configuration file, to a Schedule object I get errors stating that the Schedule has already been initialized and that I must construct a new object and add its configuration manually. I can do most of that using the available Schedule API. I can set up everything about the Schedule except the Action code.
The Schedule is used in a Process Model. Looking at the model in the Java editor, I see the code I'm trying to replicate via the API in a function that looks like this:
#Override
#AnyLogicInternalCodegenAPI
public void executeActionOf( EventTimeout _e ) {
if ( _e == _fuelDeliverySchedule_Action_xjal ) {
Schedule<Integer> self = this.fuelDeliverySchedule;
Integer value = fuelDeliverySchedule.getValue();
logger.info("{} received {} pounds of fuel", this.getName(), this.fuelDeliverySchedule.getValue());
this.fuelAvailablePounds += fuelDeliverySchedule.getValue();
;
_fuelDeliverySchedule_Action_xjal.restartTo( fuelDeliverySchedule.getTimeOfNextValue() );
return;
}
super.executeActionOf( _e );
}
Maybe I can use something like this to create my own action function, but I'm not sure how to make the Scheduled event use it.
Thanks,
Thom
[Edited (expanded/rewrote) 03.11.2014 after more user detail on the context.]
You clarified the context with
When I attempt to programatically add "a thing that happens", read
from a separate configuration file, to a Schedule object I get errors
stating that the Schedule has already been initialized and that I must
construct a new object and add its configuration manually. I can do
most of that using the available Schedule API. I can set up everything
about the Schedule except the Action code.
(You might want to edit that into the question... In general, it's always good to explain the context for why you're trying to do the thing.)
I think I understand now. I presume that your config file contains scheduling details and, when you say you were trying to "add a thing that happens" (which errored), you meant that you were trying to change the scheduling 'pattern' in the Schedule. So your problem is that, since you couldn't adjust a pre-existing schedule, you had to instantiate (create) your own programmatically, but the Schedule API doesn't allow you to set the action code (as seen on the GUI schedule element).
This is a fairly involved solution so bear with me. I give a brief 'tl;dr'
summary before diving into the detail.
Summary
You can't programmatically code an AnyLogic action (for any element) because that would amount to
dynamically creating a Java class. Solving your problem requires recognising
that the schedule GUI element creates both a Schedule instance and a
timeout event (EventTimeout) instance to trigger the action. You can therefore create these two elements explicitly yourself (the former dynamically). The trick is to reset the timeout event when you replace the Schedule instance (to trigger at the next 'flip' point of the new Schedule).
[Actually, from your wording, I suspect that the action is always the same but, for generality, I show how you could handle it if your config file details might want to change the nature of the action as well as those of the scheduling pattern.]
Detail
The issue is that the GUI element (confusingly) isn't just a Schedule instance
in terms of the code it generates. There is one (with the same name as that of
the GUI element), which just contains the schedule 'pattern' and, as in the API,
has methods to determine when the next on/off period (for an on/off schedule) occurs. (So
it is kind of fancy calendar functionality.) But AnyLogic also generates a
timeout event to actually perform the action; if you look further in the code
generated, you'll see stuff similar to the below (assuming your GUI schedule is called
fuelSchedule, with Java comments added by
me):
// Definition of the timeout event
#AnyLogicInternalCodegenAPI
public EventTimeout _fuelSchedule_Action_xjal = new EventTimeout(this);
// First occurrence time of the event as the next schedule on/off change
// time
#Override
#AnyLogicInternalCodegenAPI
public double getFirstOccurrenceTime( EventTimeout _e ) {
if ( _e == _fuelSchedule_Action_xjal ) return fuelSchedule.getTimeOfValue() == time() ? time() : fuelSchedule.getTimeOfNextValue();
return super.getFirstOccurrenceTime( _e );
}
// After your user action code, the event is rescheduled for the next
// schedule on/off change time
_fuelSchedule_Action_xjal.restartTo( fuelSchedule.getTimeOfNextValue() );
i.e., this creates an event which triggers each time the schedule 'flips', and performs the action specified in the GUI schedule element.
So there is no action to change on the Schedule instance; it's actually related to the EventTimeout instance. However, you can't programmatically change it there (or create a new one dynamically) for the same reason that you can't change the action of any AnyLogic element:
this would effectively be programmatically
creating a Java class definition, which isn't possible without very specialised
Java code. (You can create Java source code in a string and
dynamically run a Java compiler on it to generate a class. However, this is very
'advanced' Java, has lots of potential pitfalls, and I would definitely not
recommend going that route. You would also have to be creating source for a user subclass
of EventTimeout, since you don't know the correct source code for AnyLogic's proprietary EventTimeout class, and this might change per release in any case.)
But you shouldn't need to: there should be a strict set of possible actions that your config file can contain. (They can't be arbitrary Java code snippets, since they have to 'fit in' with the simulation.) So you can do what you want by programmatically creating the Schedule but with a GUI-created timeout event that you adjust accordingly(assuming an off/on schedule here and that there is
only one schedule active at once; obviously tweak this skeleton to your needs
and I haven't completely tested this in AnyLogic):
1. Have an AnyLogic variable activeAction which specifies the current active
action. (I take this as an int here for simplicity, but it's better to use a
Java enum which is the same as an AnyLogic 7 Option List, and can just be
created in raw Java in AnyLogic 6.)
2. Create a variable in the GUI, say called fuelSchedule, of type Schedule but with initial value null. Create a separate timeout event, say called fuelScheduleTrigger, in User Control mode, with action as:
// Perform the appropriate action (dependent on activeAction)
doAppropriateScheduleAction();
// Set the event to retrigger at the next schedule on/off switch time
fuelScheduleTrigger.restartTo(fuelSchedule.getTimeOfNextValue());
(Being in User Control mode, this event isn't yet triggered to initially fire, which is what we want.)
3. Code a set of functions for each of the different action alternatives; let's say
there are only 2 (fuelAction1 and fuelAction2) here as an example. Code
doAppropriateScheduleAction as:
if (activeAction == 1) {
fuelAction1();
}
else if (activeAction == 2) {
fuelAction2();
}
4. In your code which reads the config file and gets updated schedule info.
(presumably run from a cyclic timeout event or similar), have this replace
fuelSchedule with a new instance with the revised schedule pattern (as you've
been doing), set activeAction appropriately, and then reset the timeout event to
the new fuelSchedule.getTimeOfValue() time:
[set up fuelSchedule and activeAction]
// Reset schedule action to match revised schedule
fuelScheduleTrigger.restartTo(fuelSchedule.getTimeOfNextValue());
I think this works OK in the edge case when the new Schedule had its next 'flip' at the time
you set it up. (If you restart an event to the current time, I think it schedules an event OK at the current time which will occur next if there are no other events also scheduled for the current time; actually, it will definitely occur next if you are using a LIFO simultaneous-time-scheduling regime---see my blog post.)
Alternative & AnyLogic Enhancement
An alternative is to create a 'full' schedule in the GUI with action as earlier. Your config file reading code can replace the underlying Schedule instance and then reset the internal AnyLogic-generated timeout event. However, this is less preferable because you are relying on an internally-named AnyLogic event (which might also change in future AnyLogic releases, breaking your code).
AnyLogic could help this situation by adding a method to the Schedule API that gets the related timeout event; e.g., getActionTriggeringEventTimeout(). Then you would be able to 'properly' restart it and the Schedule API would make much clearer that the Schedule was always associated with an EventTimeout that did the triggering for the action.
Of course, AnyLogic could also go further by changing Schedule to allow scheduling details to be changed dynamically (and internally handling the required updates to the timeout event if it continued to be designed like that), but that's a lot more work and there may be deeper technical reasons why they wanted the schedule pattern to be fixed once the Schedule is initialised.
Any AnyLogic support staff reading?

Zend_Controller_Action _forward use (or abuse) cases

While developing a web app using ZF, I had an haha! moment regarding the _forward method in Zend_Controller_Action. As stated in the Programmer's Reference Guide, when calling the _forward method inside an action, the requested action will not be executed until the current action completes. This begs the question:
When would you use the _forward action to intentionally make sure your current action completes before starting another, aside from form processing (although you would probably place the _forward request at the end of the action anyway)? What are some clear cut examples of this? Any pitfalls or advantages to using this approach as apposed to an ActionStack?
_forward() just replaces module/controller/action parameters in Request object.
It just allows to change your mind on the go (without another request).
This has different consequences, depending on which dispatch loop state it is called. Some time setDispatched() is needed to execute.
Consider those scenarios:
First:
$this->_forward('some')
Second:
return $this->_forward('some');
Third:
$this->someAction();
// ececuted?
Fourth:
return $this->someAction();
// executed?
I really only use _forward for two reasons:
I want to redirect but don't want the user's URL to change.
I want to pass some (non-string) object to another action.
$this->_forward('index', null, null, array('create_task_form' => $form));
In each case, the target action can stand by itself, without the originator, and usually just marshals up the display.
When would you use the _forward action to intentionally make sure your current action completes before starting another
I don't think it's used to let the current action complete before _forward() is used. That looks more like a call to your domain logic (model, service, something like that) than handling a request which is what an action is for.
yourAction
if(conditionsAreNotMet()) {
return _forward(anotherAction);
}
I think _forward() is provided to have an early exit point in your action (which logic is all focused on one thing, for example presenting news); without the need of performing another request (like _redirect()) and thus putting more load on the web server.