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Neural Search - From Prototype to Production with Jina

You're reading from  Neural Search - From Prototype to Production with Jina

Product type Book
Published in Oct 2022
Publisher Packt
ISBN-13 9781801816823
Pages 188 pages
Edition 1st Edition
Languages
Concepts
Authors (6):
Jina AI Jina AI
Profile icon Jina AI
LinkedIn
Jina AI is a neural search company that provides cloud-native neural search solutions powered by AI and deep learning. It provides an open-source neural search ecosystem for businesses and developers, enabling everyone to search for information in all kinds of data with high availability and scalability.
See other products by Jina AI
Bo Wang Bo Wang
Profile icon Bo Wang
LinkedIn
Bo Wang is a machine learning engineer at Jina AI. He has a background in computer science, especially interested in the field of information retrieval. In the past years, he has been conducting research and engineering work on search intent classification, search result diversification, content-based image retrieval, and neural information retrieval. At Jina AI, Bo is working on developing a platform for automatically improving search quality with deep learning. In his spare time, he likes to play with his cats, watch anime, and play mobile games.
See other products by Bo Wang
Cristian Mitroi Cristian Mitroi
Profile icon Cristian Mitroi
LinkedIn
Cristian Mitroi is a machine learning engineer with a wide breadth of experience in full stack, from infrastructure to model iteration and deployment. His background is based in linguistics, which led to him focusing on NLP. He also enjoys, and has experience in, teaching and interacting with the community, and has given workshops at various events. In his spare time, he performs improv comedy and organizes too many pen-and-paper role-playing games.
See other products by Cristian Mitroi
Feng Wang Feng Wang
Profile icon Feng Wang
LinkedIn
Feng Wang is a machine learning engineer at Jina AI. He received his Ph.D. from the department of computer science at the Hong Kong Baptist University in 2018. He has been a full-time R&D engineer for the past few years, and his interests include data mining and artificial intelligence, with a particular focus on natural language processing, multi-modal representation learning, and recommender systems. In his spare time, he likes climbing, hiking, and playing mobile games.
See other products by Feng Wang
Shubham Saboo Shubham Saboo
Profile icon Shubham Saboo
LinkedIn
Shubham Saboo has taken on multiple roles, from a data scientist to an AI evangelist, at renowned firms across the globe, where he was involved in building organization-wide data strategies and technology infrastructure to create and scale data teams from scratch. His work as an AI evangelist has led him to build communities and reach out to a broader audience to foster the exchange of ideas and thoughts in the burgeoning field of AI. As part of his passion for learning new things and sharing knowledge with the community, he writes technical blogs on the advancements in AI and its economic implications. In his spare time, you can find him traveling the world, which enables him to immerse himself in different cultures and refine his worldview.
See other products by Shubham Saboo
Susana Guzmán Susana Guzmán
Profile icon Susana Guzmán
LinkedIn
Susana Guzmán is the product manager at Jina AI. She has a background in computer science and for several years was working at different firms as a software developer with a focus on computer vision, working with both C++ and Python. She has a big interest in open source, which was what led her to Jina, where she started as a software engineer for 1 year until she got a clear overview of the product, which made her make the switch from engineering to PM. In her spare time, she likes to cook food from different cuisines around the world, looking for her new favorite dish.
See other products by Susana Guzmán
View More author details

Table of Contents (13) Chapters

Preface 1. Part 1: Introduction to Neural Search Fundamentals
2. Chapter 1: Neural Networks for Neural Search 3. Chapter 2: Introducing Foundations of Vector Representation 4. Chapter 3: System Design and Engineering Challenges 5. Part 2: Introduction to Jina Fundamentals
6. Chapter 4: Learning Jina’s Basics 7. Chapter 5: Multiple Search Modalities 8. Part 3: How to Use Jina for Neural Search
9. Chapter 6: Building Practical Examples with Jina 10. Chapter 7: Exploring Advanced Use Cases of Jina 11. Index 12. Other Books You May Enjoy

Part 3: How to Use Jina for Neural Search

In this part, you will use all the knowledge learned so far and you will see step-by-step guides on how to build a search system for different modalities, either for text, images, audio, or cross- and multi-modality. The following chapters are included in this part:

  • Chapter 6, Basic Practical Examples with Jina
  • Chapter 7, Exploring Advanced Use Cases of Jina
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Authors (6)

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Profile icon Jina AI
LinkedIn
Jina AI is a neural search company that provides cloud-native neural search solutions powered by AI and deep learning. It provides an open-source neural search ecosystem for businesses and developers, enabling everyone to search for information in all kinds of data with high availability and scalability.
See other products by Jina AI
Profile icon Bo Wang
LinkedIn
Bo Wang is a machine learning engineer at Jina AI. He has a background in computer science, especially interested in the field of information retrieval. In the past years, he has been conducting research and engineering work on search intent classification, search result diversification, content-based image retrieval, and neural information retrieval. At Jina AI, Bo is working on developing a platform for automatically improving search quality with deep learning. In his spare time, he likes to play with his cats, watch anime, and play mobile games.
Read more
See other products by Bo Wang
Profile icon Cristian Mitroi
LinkedIn
Cristian Mitroi is a machine learning engineer with a wide breadth of experience in full stack, from infrastructure to model iteration and deployment. His background is based in linguistics, which led to him focusing on NLP. He also enjoys, and has experience in, teaching and interacting with the community, and has given workshops at various events. In his spare time, he performs improv comedy and organizes too many pen-and-paper role-playing games.
See other products by Cristian Mitroi
Profile icon Feng Wang
LinkedIn
Feng Wang is a machine learning engineer at Jina AI. He received his Ph.D. from the department of computer science at the Hong Kong Baptist University in 2018. He has been a full-time R&D engineer for the past few years, and his interests include data mining and artificial intelligence, with a particular focus on natural language processing, multi-modal representation learning, and recommender systems. In his spare time, he likes climbing, hiking, and playing mobile games.
See other products by Feng Wang
Profile icon Shubham Saboo
LinkedIn
Shubham Saboo has taken on multiple roles, from a data scientist to an AI evangelist, at renowned firms across the globe, where he was involved in building organization-wide data strategies and technology infrastructure to create and scale data teams from scratch. His work as an AI evangelist has led him to build communities and reach out to a broader audience to foster the exchange of ideas and thoughts in the burgeoning field of AI. As part of his passion for learning new things and sharing knowledge with the community, he writes technical blogs on the advancements in AI and its economic implications. In his spare time, you can find him traveling the world, which enables him to immerse himself in different cultures and refine his worldview.
Read more
See other products by Shubham Saboo
Profile icon Susana Guzmán
LinkedIn
Susana Guzmán is the product manager at Jina AI. She has a background in computer science and for several years was working at different firms as a software developer with a focus on computer vision, working with both C++ and Python. She has a big interest in open source, which was what led her to Jina, where she started as a software engineer for 1 year until she got a clear overview of the product, which made her make the switch from engineering to PM. In her spare time, she likes to cook food from different cuisines around the world, looking for her new favorite dish.
Read more
See other products by Susana Guzmán
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