Developing and scaling large-scale applications present many challenges, but these challenges can be turned into opportunities with the right strategy, tools, and partners. By adopting best practices such as microservices architecture, database sharding, and serverless computing and leveraging powerful prog...
For such massive cloud migrations, a well-crafted migration roadmap is required, which we have bifurcated here in this blog as best practices. Handle Large-Scale Cloud Migrations Successfully With These Practices As a large number of applications and servers are migrated together, the stages of ...
At times, despite having an adequate backend and core SPA logic, some elements of the user interface end up being detrimental to the overall user journey due to hacky implementation of components, that seem very basic at the surface. In this section, I discuss best practices to implement some...
Scaling iOS CI with Anka at Shopify Scaling Jira Server at Yelp Auto-scaling CI/CD cluster at Flexport Availability Resilience Engineering: Learning to Embrace Failure Resilience Engineering with Project Waterbear at LinkedIn Resiliency against Traffic Oversaturation at iHeartRadio ...
Edge deployment: In constrained environments, high-performance frameworks likeMLC LLMandmnn-llmcan deploy LLM in web browsers, Android, and iOS. 📚References: Streamlit - Build a basic LLM app: Tutorial to make a basic ChatGPT-like app using Streamlit. ...
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We need to develop an appreciation for how business works so that we can know how to best leverage technologies such as SQL Server Analysis Services, SQL Server Reporting Services, and SharePoint to provide better information to decision makers. And it is this idea of building a broader ...
In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building various production-ready applications. In this hands-on-course, learners will gain the necessary skills for building
are not "one size fits all." Use of these type of examples has varying degrees of success in different applications. It is important to try different wording, ordering, and structure of system message text to reduce identified harms, and to test the variations to see what works best for a...
LlamaIndex (formerly GPT Index) is a data framework for LLM applications to ingest, structure, and access private or domain-specific data. The high-level API allows users to ingest and query their data in a few lines of code.ref/ High-Level Concept:ref ...