Chatbots: Unterschied zwischen den Versionen
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= | = chatbots = | ||
detailled explaination: | detailled explaination: | ||
https://medium.com/@BhashkarKunal/conversational-ai-chatbot-using-deep-learning-how-bi-directional-lstm-machine-reading-38dc5cf5a5a3 | https://medium.com/@BhashkarKunal/conversational-ai-chatbot-using-deep-learning-how-bi-directional-lstm-machine-reading-38dc5cf5a5a3 | ||
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== chatbotAI == | |||
==== examples ==== | ==== examples ==== | ||
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== NLTK-chatbot == | |||
todo: | todo: | ||
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== chatterbot == | |||
https://github.com/gunthercox/ChatterBot | https://github.com/gunthercox/ChatterBot | ||
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https://www.cyberciti.biz/faq/bash-prepend-text-lines-to-file/ | https://www.cyberciti.biz/faq/bash-prepend-text-lines-to-file/ | ||
---- | |||
== tflearn-chatbot == | |||
https://medium.com/oracledevs/say-hello-to-red-samurai-contextual-chatbot-with-tensorflow-deep-neural-network-learning-aa69dd3be04f | |||
---- | |||
== keras-chatbot == | |||
== | |||
https://towardsdatascience.com/deep-learning-for-nlp-creating-a-chatbot-with-keras-da5ca051e051 | https://towardsdatascience.com/deep-learning-for-nlp-creating-a-chatbot-with-keras-da5ca051e051 | ||
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== FB-messenger-chatbots == | |||
== FB == | |||
=== howto's === | === howto's === | ||
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https://medium.com/@ferrygunawan/build-facebook-messenger-contextual-chatbot-with-tensorflow-and-keras-4f8cc79438cf | https://medium.com/@ferrygunawan/build-facebook-messenger-contextual-chatbot-with-tensorflow-and-keras-4f8cc79438cf | ||
=== | === FB-Zugangsdaten === | ||
https://www.gadgetcouncil.com/create-facebook-account/ | https://www.gadgetcouncil.com/create-facebook-account/ | ||
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UName: Luther Blissett | UName: Luther Blissett | ||
==== chatbot talk like me ==== | |||
https://adeshpande3.github.io/How-I-Used-Deep-Learning-to-Train-a-Chatbot-to-Talk-Like-Me | |||
https://github.com/adeshpande3/Facebook-Messenger-Bot | |||
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https://shanebarker.com/blog/best-ai-chatbot/ | https://shanebarker.com/blog/best-ai-chatbot/ | ||
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=== sentiment analysis & chatbots === | |||
=== sentiment analysis === | |||
https://spicefactory.co/blog/2017/11/29/a-gentle-dive-into-nlp-sentiment-analysis-and-chatbots/ | https://spicefactory.co/blog/2017/11/29/a-gentle-dive-into-nlp-sentiment-analysis-and-chatbots/ | ||
https://spicefactory.co/blog/2016/10/10/how-to-design-build-chat-bots-people-will-love/ | https://spicefactory.co/blog/2016/10/10/how-to-design-build-chat-bots-people-will-love/ | ||
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== unser seminarsbot == | == unser seminarsbot == | ||
<small><code>exMedia_Machines/Seminar_Einführung-in-die-Programmierung-KI/05_14_11_maschinelles-sprechen/'''FDBot.ipynb'''</code></small> | |||
<small><code>exMedia_Machines/Seminar_Einführung-in-die-Programmierung-KI/05_14_11_maschinelles-sprechen/'''transbot.ipynb'''</code></small> | |||
[[Datei:bots1.png|500px]][[Datei:bots2.png|500px]] | |||
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== RASA-chatbot == | |||
== RASA == | |||
https://chatbotslife.com/how-to-build-a-chatbot-from-zero-a0ebb186b070 | https://chatbotslife.com/how-to-build-a-chatbot-from-zero-a0ebb186b070 | ||
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= Datasets = | = chatbot-Datasets = | ||
https://en.wikipedia.org/wiki/List''of''datasets''for''machine-learning_research | https://en.wikipedia.org/wiki/List''of''datasets''for''machine-learning_research | ||
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= | = some NLP-stuff = | ||
https://rohanvarma.me/Word2Vec/ | https://rohanvarma.me/Word2Vec/ | ||
== on | == Word2Vec on Twitter == | ||
https://github.com/loretoparisi/word2vec-twitter | https://github.com/loretoparisi/word2vec-twitter | ||
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= Books | = Books about chatbot-coding = | ||
Building chatbots with python: | Building chatbots with python: | ||
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== conda == | == conda (create environement, the fast way)== | ||
https://docs.conda.io/projects/conda/en/4.6.0/_downloads/52a95608c49671267e40c689e0bc00ca/conda-cheatsheet.pdf | https://docs.conda.io/projects/conda/en/4.6.0/_downloads/52a95608c49671267e40c689e0bc00ca/conda-cheatsheet.pdf | ||
conda -n chatbot python=3.6 | <blockquote><pre class="shell">conda -n chatbot python=3.6</pre></blockquote> | ||
conda create --name chatbot python=3.4 | <blockquote><pre class="shell">conda create --name chatbot python=3.4</pre></blockquote> | ||
Version vom 8. Januar 2020, 22:01 Uhr
chatbots
detailled explaination:
chatbotAI
examples
https://github.com/ahmadfaizalbh/Chatbot << https://pypi.org/project/chatbotAI/
https://chatbotslife.com/how-to-create-your-own-facebook-messenger-chatbot-right-now-a7605f2f31ef
NLTK-chatbot
todo:
flask?
messenger: FB-account
chatterbot explained
chatterbot
https://github.com/gunthercox/ChatterBot
multilingual
einfach trainier- und erweiterbar
chatterbot-docs:
https://www.tutorialdocs.com/tutorial/chatterbot/simple-example.html
https://chatterbot.readthedocs.io/en/latest/setup.html
examples/howtos
https://dev.to/sahilrajput/build-your-first-chatbot-in-5-minutes--15e3
SMS:
https://chatbotslife.com/how-to-create-an-intelligent-chatbot-in-python-c655eb39d6b1
voice:
https://github.com/gunthercox/chatterbot-voice
web:
https://www.edureka.co/blog/how-to-make-a-chatbot-in-python/
https://github.com/chamkank/flask-chatterbot
https://dev.to/sahilrajput/build-a-chatbot-using-flask-in-5-minutes-574i
with python-google-search: https://towardsdatascience.com/build-a-simple-chatbot-with-python-and-google-search-c000aa3f73f0
code-snippets:
https://www.programcreek.com/python/example/105342/chatterbot.ChatBot
training-data
https://github.com/gunthercox/chatterbot-corpus
https://github.com/gunthercox/chatterbot-corpus/tree/master/chatterbot_corpus/data/english
https://www.kaggle.com/kausr25/chatterbotenglish
https://github.com/shubham0204/DatasetArchives/blob/master/chatbotnlp.zip?raw=true
errors
OSError: [E050] Can't find model 'en'.
python -m spacy download en
text preprocessing (.yml file)
insert string on the begining of each n line
sed '0~2 s/^/string /g' < input.file`
0~2jede zweite zeile definierenszeichen ersetzen (in diesem konkreten sinne einfügen)/^/zeilenanfang definieren/string/string der eingefügt werden soll/gsteht für global
save it in file
sed -i'0~2 s/^/string /g' input.file
if z.b. Fragezeichen in der zeile insert string on beginning of line
sed -n '/?/{s/^/string /; p}' input.file
-nkeine zeilenprintenaußer wir definieren diese (siehep)/?/sucht die zeilen in der die regex?auftauchts/^/string /;siehe obenpprint
save it in file...
sed -n '/?/{s/^/strrrr/; p}' input.file > new.file
little cheatsheets sed
https://wiki.ubuntuusers.de/sed/#Anwendungsbeispiele
https://www.cyberciti.biz/faq/bash-prepend-text-lines-to-file/
tflearn-chatbot
keras-chatbot
https://towardsdatascience.com/deep-learning-for-nlp-creating-a-chatbot-with-keras-da5ca051e051
FB-messenger-chatbots
howto's
FB-Zugangsdaten
https://www.gadgetcouncil.com/create-facebook-account/
e-mail: jilot53126@seo-mailer.com
PW: kpiertongga13_
UName: Luther Blissett
chatbot talk like me
https://adeshpande3.github.io/How-I-Used-Deep-Learning-to-Train-a-Chatbot-to-Talk-Like-Me
https://github.com/adeshpande3/Facebook-Messenger-Bot
chatbots ready2use
https://www.guru99.com/best-ai-chatbots.html
https://shanebarker.com/blog/best-ai-chatbot/
chatbots-general
https://botwiki.org/resource/tutorial/how-to-make-a-twitter-bot-the-definitive-guide/
https://hackernoon.com/deep-learning-chatbot-everything-you-need-to-know-r11jm30bc
https://dennistroeger.com/chatbot-programmieren/
sentiment analysis & chatbots
https://spicefactory.co/blog/2017/11/29/a-gentle-dive-into-nlp-sentiment-analysis-and-chatbots/
https://spicefactory.co/blog/2016/10/10/how-to-design-build-chat-bots-people-will-love/
unser seminarsbot
exMedia_Machines/Seminar_Einführung-in-die-Programmierung-KI/05_14_11_maschinelles-sprechen/FDBot.ipynb
exMedia_Machines/Seminar_Einführung-in-die-Programmierung-KI/05_14_11_maschinelles-sprechen/transbot.ipynb
RASA-chatbot
https://chatbotslife.com/how-to-build-a-chatbot-from-zero-a0ebb186b070
chatbot-Datasets
https://en.wikipedia.org/wiki/Listofdatasetsformachine-learning_research
https://pathmind.com/wiki/data-for-deep-learning
https://pathmind.com/wiki/open-datasets
ubuntu-dialog: https://github.com/rkadlec/ubuntu-ranking-dataset-creator/tree/master/src
chatbot-talk-like-me/Facebook-Messenger-Bot-master/ubuntu-dialog_training.ipynb
UCI-Repo: https://archive.ics.uci.edu/ml/datasets.php
wiki-text: https://blog.einstein.ai/the-wikitext-long-term-dependency-language-modeling-dataset/
movie-dialogs: https://www.cs.cornell.edu/~cristian/CornellMovie-DialogsCorpus.html
https://www.kaggle.com/datasets?search=chatbot
https://www.kaggle.com/tayorm/chat-corpus-dataset
https://github.com/shubham0204/Dataset_Archives
news: https://newsapi.org/sources
some NLP-stuff
https://rohanvarma.me/Word2Vec/
Word2Vec on Twitter
https://github.com/loretoparisi/word2vec-twitter
https://fredericgodin.com/software/
Books about chatbot-coding
Building chatbots with python:
https://b-ok.cc/book/3642068/da7d8c
https://github.com/Apress/building-chatbots-with-python
Deep Learning with Applications Using Python: Chatbots and Face, Object, and Speech Recognition with Tensorflow and Keras:
https://b-ok.cc/book/3579919/8057f9
conda (create environement, the fast way)
conda -n chatbot python=3.6
conda create --name chatbot python=3.4
