Skip to content

a chatbot api that uses natural language processing and machine learning

License

Notifications You must be signed in to change notification settings

sharkson/sharkbot

Repository files navigation

sharkbot

a chatbot api that uses natural language processing and machine learning to talk like a person

setup

  • Open the SharkbotApi solution and change appsettings.json.
  • Update the NaturalLanguage settings to point to the files in \sharkbot\Data\
  • Create a ConversationDirectory and UserDirectory
  • run the NaturalLanguageAnalyzationApi and the SharkbotApi
  • train the bot by feeding it conversations using a client or by placing conversation json files in your database before you run it

clients

performance

  • The initial loading of the ConversationDirectory is much faster if it's located on an SSD compared to an HDD
  • The more cores the faster it runs. Sharkbot is heavily multi-threaded.
  • It will churn through gigabytes of conversation data and reply in under a second even on a slow PC

live example bot

features

  • analyzes conversations with natural language processing (NLP)
  • learns in real time as it's fed conversation data
  • responds to a message in a conversation using the context of the conversation, not just the message
  • uses NLP to learn about users
  • can naturally steer a conversation to a desired subject

About

a chatbot api that uses natural language processing and machine learning

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •  

Languages