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Building a maintainable and modular LLM application stack with Hamilton

Towards Data Science

In this post, we’re going to share how Hamilton , an open source framework, can help you write modular and maintainable code for your large language model (LLM) application stack. The example we’ll walk you through will mirror a typical LLM application workflow you’d run to populate a vector database with some text knowledge.

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RDBMS vs NoSQL: Key Differences and Similarities

Knowledge Hut

Making decisions in the database space requires deciding between RDBMS (Relational Database Management System) and NoSQL, each of which has unique features. Come with me on this adventure to learn the main differences and parallels between two well-known database solutions, i.e., RDBMS vs NoSQL. What is RDBMS? What is NoSQL?

NoSQL 52
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Top 10 Automation Testing Tools used in Software Industry

Knowledge Hut

Ranorex Webtestit: A lightweight IDE optimized for building UI web tests with Selenium or Protractor It generates native Selenium and Protractor code in Java and Typescript respectively. Despite the technical coding knowledge and relevant experience, around 20% of professionals use this automation testing tool.

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20 Best Backend Development Tools In 2023

Knowledge Hut

These backend tools cover a wide range of features, such as deployment utilities, frameworks, libraries, and databases. Better Data Management: Database management solutions offered by backend tools enable developers to quickly store, retrieve, and alter data. Documentation 4. Makes monitoring activity accessible.

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MongoDB Projection: Examples, Syntax, Operators and More

Knowledge Hut

Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. MongoDB Projection is a special feature allowing you to select only the necessary data rather than selecting the whole set of data from the document. What is MongoDB Projection?

MongoDB 52
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The Race For Data Quality in a Medallion Architecture

DataKitchen

Bronze layers can also be the raw database tables. Finally, the challenge we are addressing in this document – is how to prove the data is correct at each layer.? If you can modify or control the ingestion code, data quality tests, and validation checks should ideally be integrated directly into the process.

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DevOps Terraform: Best Practices and Advanced Techniques

Edureka

Terraform is robust in DevOps because it allows teams to manage their infrastructure code-centrically, which supports contemporary software development’s scalability, robustness, and agility. The resource block is each of the classes of Sophi and is a commonplace computer, like a virtual machine or database.