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NLU meets PHP
The document discusses natural language understanding (NLU) and its significance in enabling human-machine interaction through the analysis of intent and entities within spoken or written language. It provides an example of NLU application and introduces the Rasa NLU framework for intent recognition and entity extraction, along with installation instructions. Furthermore, it offers contact information for the author and mentions additional resources related to Rasa documentation.
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NLU meets PHP
- 1. NATURAL LANGUAGE UNDERSTANDINGNATURALLANGUAGE UNDERSTANDING PHP CENTRAL EUROPE - PRAGUE 2018PHP CENTRAL EUROPE - PRAGUE 2018 Maximilian BerghoffMaximilian Berghoff
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- 3. NLUNLU NATURAL LANGUAGE UNDERSTANDINGNATURALLANGUAGE UNDERSTANDING
- 4. NLPNLP NATURAL LANGUAGE PROCESSINGNATURALLANGUAGE PROCESSING NLU != NLPNLU != NLP
- 5. NLUNLU directly enables interactionof an human with an machine brings structure into the spoken/written word AI aggregates data
- 6. INTENTINTENT what could bethe pupose of the text what the wants to tell us depends on domain/model you are working
- 7. ENTITYENTITY usefull data forthe intent i.e. when asking for a topic the topic itself can be the entity
- 8. NLU - EXAMPLENLU- EXAMPLE I have to stay home until friday.
- 9. NLU - EXAMPLENLU- EXAMPLE Intent: report illness at work Entity: end_date=friday I have to stay home until friday.
- 10. NLU - WHY?NLU- WHY? Chat bot Interface for our machine Intent analysis for fun
- 11. WHAT ABOUT?WHAT ABOUT? ALEXAALEXA SIRISIRI GOOGLEHOMEGOOGLE HOME
- 12. DATA PRIVACY ?DATAPRIVACY ?
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- 14. WHAT TO USE?WHATTO USE? RASA NLURASA NLU
- 15. RASA NLURASA NLU readyto use recognize intents extracts entity values conversation
- 16. INSTALL & RUNRASA NLUINSTALL & RUN RASA NLU pip install rasa_nlu # OR # git clone https://github.com/RasaHQ/rasa_nlu.git cd rasa_nlu pip install -r requirements.txt pip install -e .
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- 19. DECORATOR ON RASANLU APIDECORATOR ON RASA NLU API
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- 21. QUESTIONSQUESTIONS Ask Now! Twitter: @ElectricMaxxx Mail:Maximilian.Berghoff@mayflower.de
- 22. LINKSLINKS Examples and Slides(md) RASA Documentation
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