Learn how to analyze LinkedIn posts for useful insights with just a few lines of Python code. — Introduction It is incredible how the digital world is so dynamic and ever-changing. There is something new and exciting happening every other day. This is evident from the fact that every day there is some new topic that interests people and triggers discussions on social media. What might be popular today…

Learn how to analyze customer conversations with just 15 lines of Python code! — Background A positive customer experience can make the difference between losing and retaining customers. Businesses need to constantly improve their products and services and identify trends and issues at an early stage to keep their customers satisfied! It has become more crucial than ever to analyze customer support data and derive…

Understand the future of AI applications and how to move beyond a single modality. — Introduction Multimodal and Crossmodal applications are becoming increasingly popular as we look for ways to communicate with each other and share information more effectively. There are many different ways to communicate, and each mode has its own advantages and disadvantages. For example, spoken language is very effective for conveying information quickly…

OpenAI GPT-3 combined with DALL.E-Flow to generate creative artwork! — Overview In this article, we will look at how you can combine the text generation capabilities of GPT-3 with the creative image generation part of DALL.E to produce a piece of art that would have required days if not months, with the conventional setup 😱 Without…

With the latest update of Jina NOW, you can quickly build and deploy multimodal Neural Search in the cloud without writing a single line of code! — Quick Recap Jina NOW is a first-of-its-kind neural search-as-service that lets you create and deploy search solutions with Jina using pre-built functionalities. It enables you to build customized neural search without writing any line of code. Check out the launch blog post for more details.

Jina is a framework that enables you to build multi-modal and cross-modal applications and deploy them on the cloud! — Jina lets you uplift your PoC into a production-ready service and handles the infrastructure complexity, making advanced solution engineering and cloud-native technologies accessible to every developer. Check out the documentation to learn more about Jina and its capabilities. Going Serverless with Jina

DocArray is a data structure that not only lets you pre-process data of any kind but also allows sharing of processed data on the cloud for efficient collaboration within data teams! — Background One day, an employee at Jina AI was working on a remote GPU, i.e. Google Colab. As they tried to make a DocumentArray and work with its manipulation, they got an error that wasn’t solvable by them and needed external assistance. Upon getting external help, they found that the error…

Get faster retrieval on embeddings with Elasticsearch as the document store for Jina’s DocumentArray! — Introduction DocArray is a data structure that can accommodate various data types, including text, images, audio, and video. It is part of the Jina AI ecosystem and is designed to be easy to use with Python. Elasticsearch is an opensource ecosystem of specialized tools and extensible APIs that make it easy…

Detect and diagnose problems early and get valuable performance data to optimize and improve your application. — Introduction Monitoring is a process of observing, tracking, and measuring applications running in production. By monitoring production applications, organizations can identify and resolve issues before they cause customer experience problems or business-critical outages. In Jina search applications, many different components can be monitored as a Jina Flow exposes several core metrics…