Chatbots and Generative AI by Ravi AvaiyaChatbots and Generative AI by Ravi Avaiya

Chatbots and Generative AIRavi Avaiya

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Chatbots & Virtual Assistants: Conversational agents that understand and respond to user queries, used in customer service and voice assistants like Alexa. Tools: Dialogflow, Rasa, Microsoft Bot Framework.

Question Answering (QA) Systems: Provide direct answers from text or documents, powering FAQ bots and search engines. Tools: BERT, Hugging Face, and OpenAI models.

What's included

Chatbots and Virtual Assistants

Description: Building conversational agents that understand and respond to user queries. Examples: Customer service chatbots. Voice-activated virtual assistants (e.g., Alexa, Siri). Tools: langchain, Flask.

Question Answering (QA) Systems

Description: Providing direct answers to questions based on input text or documents. Examples: FAQ bots. Search engines with natural language queries. Tools: BERT-based models, Hugging Face, OpenAI’s GPT models.

Example work