# Help required on multi-intent pipeline

**URL:** <https://forum.rasa.com/t/help-required-on-multi-intent-pipeline/50755>\
**Category:** Rasa Open Source\
**Created:** [January 20, 2022, 4:37pm UTC](https://forum.rasa.com/t/help-required-on-multi-intent-pipeline/50755 "2022-01-20T16:37:46Z")\
**Posts on this page:** 1\
**Showing post:** 1

<div class="post-metadata">

**Author:** ![gdl1](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/gdl1/32/12476_2.png) [@gdl1](https://forum.rasa.com/u/gdl1)\
**Post date:** [January 20, 2022, 4:37pm UTC](https://forum.rasa.com/t/help-required-on-multi-intent-pipeline/50755/1 "2022-01-20T16:37:46Z")

</div>

Hello. I would like to use the multi-intent pipeline for a problem of mine and decided to get a better understanding using first the example from [https://rasa.com/blog/how-to-handle-multiple-intents-per-input-using-rasa-nlu-tensorflow-pipeline/](https://rasa.com/blog/how-to-handle-multiple-intents-per-input-using-rasa-nlu-tensorflow-pipeline/). I adapted the various data files to rasa version requirement and trained only for the nlu problem.

It seems to me that setting the flags:

```auto
intent_split_symbol: "+"
intent_tokenization_flag: true

```

does not have any effect on the `rasa shell nlu` output, i.e. whether I am using `true` or `false` for the intent tokenization flag I get very similar prediction confidences.

The example from the blog is fairly outdated and I was wondering I somebody could comment on the expected behavior with recent versions of rasa.

Thanks

```auto
Rasa Version : 2.8.21
Minimum Compatible Version: 2.8.9
Rasa SDK Version : 2.8.3
Rasa X Version : 1.0.1
Python Version : 3.8.10
Operating System : Windows-10-10.0.18363-SP0
Python Path : C:\ProgramData\miniforge3\envs\ihi\python.exe

```

[config.yml](https://forum.rasa.com/uploads/short-url/xk0JysEAb9Egsca7RH38nrEiKXK.yml) (568 Bytes) [domain.yml](https://forum.rasa.com/uploads/short-url/rgYwVNtlRLvHUKoiJyBIOms2Of8.yml) (1.2 KB) [nlu.yml](https://forum.rasa.com/uploads/short-url/o2EqZSDviLMupZRvGHcbNOWa3rW.yml) (2.7 KB) [stories.yml](https://forum.rasa.com/uploads/short-url/hYUcIB3HU0kMt6NVdJrR7xtERiY.yml) (2.9 KB)

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