# Duckling Use

hey [@Juste](https://forum.rasa.com/u/juste) i am just creating intent identification system for my own chatbot framework. so just want to use duckling for system entity extraction use.

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## Integrating Duckling

Hi All,  
I wanna ask, what if I want to integrate duckling with any other project except Rasa. Then how to use it?

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## Database for NLU

I am trying to create my own chatbot framework just like wit.ai not exact like wit. But with some basic features. I already worked with Rasa. So I thought I can use rasa-nlu as Luis for intent classification. So the challenge is training data and intent like where user will save their intents.

**Intent_table**  
- id  
- intent_name  
- samples_data

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## Intent Samples

HI all,
What i want is lets say i have two intents:  
1. welcome  
   - hi  
   - hello  
   - hey
2. jokes  
   - jokes  
   - tell me joke  
   - i am sad.

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## Wrong Confidence

Hi all,  
I giving the same req as I train in nlu then also it gives me 0.42070817947387695 confidence and taking me in fallback intent anyone can tell why?

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## Entities

Here it is:  
**intents:**  
- room_booking  
- affirm  
- greet  
- deny  
- goodbye  
- booking_date  
- booking_time  
- validate_card  
- validate_face  
- ok  
- with_whom

**actions:**  
- action_default_fallback  
- utter_goodbye  
- action_ask_face_and_take_card_pic  
- action_ask_for_date_and_take...

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I’m not getting the second value.  
**Request:** “book with [tshiekh@provenconsult.com](mailto:tshiekh@provenconsult.com) and [mhaneef@provenconsult.com](mailto:mhaneef@provenconsult.com)”.

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## Managing Intent with Multiple Emails

My intent is:  
## intent:with_whom  
- book with [mhaneef@provenconsult.com](att_email)  
- book with [tsheikh@provenconsult.com](att_email)  
- book with [lverma@provenconsult.com](att_email)

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## Rasa Deployment on Heroku or AWS

[@shashank34](https://forum.rasa.com/u/shashank34) but duckling is not avail on windows container it’s distribution is only for linux.  
[Duckling Docker Tags](https://hub.docker.com/r/rasa/duckling/tags)

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## Slots

It is solved.  
I deployed my bot on windows server 2016 and it is working fine but action file is not working like my one intent name is “bye”.

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## Send Image in Request

[@matias18233](https://forum.rasa.com/u/matias18233) in forms I am not able to train our bot because my image is in blob format.  
So what I did is I handle image things in front-end and it works well.

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## Problem in Stories

[@varunsapre10](https://forum.rasa.com/u/varunsapre10) Thanks it works but not in all my cases.

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Hi [@Tobias_Wochinger](https://forum.rasa.com/u/tobias_wochinger) I mean when we create a story through interactive learning.

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Hi Rasa team,  
if I am sending big data as a sender_id in request so slots set values will be none in the next action???

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Hi all,  
I am setting up slot in my first action but if I am getting that slot into another action it is working, but when I tried to get it in a subsequent action, it gives me null?

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## Managing Image Requests

Can anyone tell me how we can send and manage image files as a request? Like when users will send the image to our chatbot then how to get that image and manage?

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## Duckling Issue

Hi all,  
I have issues related to duckling. Sometimes it is working fine but sometimes it is not.

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## Stories

Can we have a small conversation on stories topic? I have to clear some logic.

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Hi everyone! Can anyone help me out to understand stories?  
I have a very small flow:
- user : hi
- bot : hello, what can I do for you?
- user: can you book for me?
- bot: first show me your card in front of the camera. Are you agree?
- user: yes

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Bot is not replying as expected. Like when I first said “hi” to my bot, it replied with flow but after completing the flow then I said “hi” again and my bot stuck.

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## Deployment Help

Hi all,  
I have just completed my first travel support project on Rasa.  
Can anyone please tell me how we can deploy our Rasa project with Heroku or AWS (Serverless)?