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Explore Kits

Quickstarts Virtual Agent

by quickstarts Updated: Oct 28, 2021

This is a simple starter kit for developing virtual agents

Development Environment

Jupyter Notebook is a web based interactive environment often used for experiments.

notebookby jupyter

Jupyter Notebook star image 9702 Version:v7.0.0a11

License: Others (Non-SPDX)

Jupyter Interactive Notebook

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notebookby jupyter

Jupyter Notebook star image 9702 Version:v7.0.0a11 License: Others (Non-SPDX)

Jupyter Interactive Notebook
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Exploratory Data Analysis

For extensive analysis and exploration of data, and to deal with arrays, these libraries are used. They are also used for performing scientific computation and data manipulation

numpyby numpy

Python star image 22522 Version:1.24.1

License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.

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numpyby numpy

Python star image 22522 Version:1.24.1 License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.
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pandasby pandas-dev

Python star image 36647 Version:1.5.2

License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pandasby pandas-dev

Python star image 36647 Version:1.5.2 License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Machine Learning

Machine learning libraries and frameworks here are helpful in capturing state-of-the-art embeddings. Embeddings are vectoral representation of text with their semantics.

sentence-transformersby UKPLab

Python star image 9198 Version:2.2.2

License: Permissive (Apache-2.0)

Multilingual Sentence & Image Embeddings with BERT

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sentence-transformersby UKPLab

Python star image 9198 Version:2.2.2 License: Permissive (Apache-2.0)

Multilingual Sentence & Image Embeddings with BERT
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Text Mining

Text Mining Libraries

spaCyby explosion

Python star image 25086 Version:3.4.4

License: Permissive (MIT)

πŸ’« Industrial-strength Natural Language Processing (NLP) in Python

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spaCyby explosion

Python star image 25086 Version:3.4.4 License: Permissive (MIT)

πŸ’« Industrial-strength Natural Language Processing (NLP) in Python
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nltkby nltk

Python star image 11409 Version:3.8.1

License: Permissive (Apache-2.0)

NLTK Source

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nltkby nltk

Python star image 11409 Version:3.8.1 License: Permissive (Apache-2.0)

NLTK Source
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Kit Solution Source

faq-virtual-agentby balaji-munusamy

Jupyter Notebook star image 2 Version:Current

License: Permissive (Apache-2.0)

Build your faq virtual agent in 5 minutes

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faq-virtual-agentby balaji-munusamy

Jupyter Notebook star image 2 Version:Current License: Permissive (Apache-2.0)

Build your faq virtual agent in 5 minutes
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Deployment Information

Please add your kit solution or prototype source repository in this section.

Use the faq-virtual-agent as the prototype application to test the virtual assistant functionality.

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