LinkedIn – Creating a Chat Tool Using OpenAI Models and Pinecone 2024-6

Description

Course Creating a Chat Tool Using OpenAI Models and Pinecone. This course with Gil Hernandez will introduce you to the exciting world of creating a powerful chatbot using OpenAI models and the Pinecone vector database. Course topics:

• Introduction: General introduction to the subject of the course
• Text embedding: Understanding the concept of text embedding and its application in natural language processing
• Vector databases: Familiarity with vector databases and how to use them to store and search information
• Conversational Responses with OpenAI and Pinecone: Learn how to create intelligent conversational responses using OpenAI models and the Pinecone database
• Conclusion: Summary of course content

At the end of this course, you will be able to:

• Create a powerful chatbot using OpenAI models and the Pinecone vector database.
• Use embeddings and vector databases to improve the accuracy and dynamics of chatbot conversations.
• Learn the concept of RAG and use it to improve your chatbot responses.
• Improve your chatbot development skills.

This course is designed for you to easily enter the world of chatbot development and create your own smart and practical chatbots.

What you will learn

• Deep understanding of Embeddings and Vector Databases: You will learn how to use Embeddings and Vector Databases to retrieve information from custom documents and create more detailed and dynamic dialogs.
• Retrieval-Augmented Generation (RAG): Learn the concept of RAG and learn how to use it to improve your chatbot responses.
• Advanced OpenAI models: Work with powerful OpenAI models like ChatGPT and learn how to use them to create intelligent chatbots.
• Chatbot Development: You will improve your chatbot development skills and create a functional chatbot.

This course is suitable for people who

• They are interested in artificial intelligence and machine learning.
• Want to improve their chatbot development skills.
• They are looking to create smart and practical chatbots.
• They want to learn about emerging technologies such as embeddings and vector databases.

Course specifications Creating a Chat Tool Using OpenAI Models and Pinecone

• Publisher: LinkedIn
• Lecturer: Guil Hernandez
• Education level: Intermediate
• Training duration: 1 hour and 31 minutes

Course headings

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Sample video of the course

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Download file – 193 MB

File(s) password: www.downloadly.ir

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193 MB