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This is a simple starter kit for developing virtual agents
Development Environment
Jupyter Notebook is a web based interactive environment often used for experiments.
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 22522 Version:1.24.1
numpyby numpy
Python 22522 Version:1.24.1 License: Permissive (BSD-3-Clause)
pandasby pandas-dev
Python 36647 Version:1.5.2
pandasby pandas-dev
Python 36647 Version:1.5.2 License: Permissive (BSD-3-Clause)
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 9198 Version:2.2.2
sentence-transformersby UKPLab
Python 9198 Version:2.2.2 License: Permissive (Apache-2.0)
Text Mining
Text Mining Libraries
spaCyby explosion
Python 25086 Version:3.4.4
spaCyby explosion
Python 25086 Version:3.4.4 License: Permissive (MIT)
Kit Solution Source
faq-virtual-agentby balaji-munusamy
Jupyter Notebook 2 Version:Current
faq-virtual-agentby balaji-munusamy
Jupyter Notebook 2 Version:Current License: Permissive (Apache-2.0)
Deployment Information
Use the faq-virtual-agent as the prototype application to test the virtual assistant functionality.
Open Weaver – Develop Applications Faster with Open Source