#ITByte: An #LLM #Agent is an #AI system that uses a large language model (LLM) to perform tasks, carry on conversations, and reason. LLM agents are also known as Language Model Agents.

LLM agents are trained on large amounts of text data, and can understand, generate, and manipulate human language. They can also use semantic search and vector databases to provide precise answers based on search results.

https://knowledgezone.co.in/posts/Language-Model-Agent-659a395fc667ae7cbf67268c

#ITByte: #Sharding is a #Database #Architecture #Pattern that involves splitting a large dataset into smaller chunks.

Sharding can help distribute traffic load by splitting data into separate rows and columns on separate database server instances.

https://knowledgezone.co.in/posts/Sharding-Architecture-Pattern-659903618562c2adedb9de22

#ITByte: There are several ways to deploy #Node.js API or Web applications in #AWS.

Here is a step-by-step guide to do so in EC2 nodes.

https://knowledgezone.co.in/posts/Deploying-Node.js-Application-in-AWS-6777ec87b352daeb57c8c04f

#ITByte: Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that enables computers to understand text and spoken words.

Understand the key concepts of Natural Language Processing (#NLP) and Natural Language Understanding (#NLU).

https://knowledgezone.co.in/posts/NLP-vs-NLU-vs-NLG-63b1371b6a7a744df843b5c2

#ITByte: #Data #Reconciliation is a critical process in data management that focuses on ensuring data consistency and accuracy across multiple sources or systems.

It involves comparing data sets, identifying discrepancies, and resolving those discrepancies to create a unified and reliable view of the data.

https://knowledgezone.co.in/posts/Data-Reconciliation-67755e9ca25897065bf5eaa1

#ITByte: In computer networking, a #Protocol is a set of rules that govern how data is exchanged between devices.

Here are some of the key protocols that are used for transferring traffic across the Internet.

https://knowledgezone.co.in/posts/Web-Protocols-63b3dadfde67211b127587ba

#ITByte: A #Data #Integration #Pattern is a standardized method for integrating data. A data integration pattern helps standardize the overall process, synchronizing the data to provide usable and accessible data.

Know about common Data Integration Patterns.

https://knowledgezone.co.in/posts/Data-Integration-Patterns-6389aa313ed270a49a3f9776

#ITByte: #Quantum #Programming is the process of designing and implementing algorithms that operate on quantum systems to solve complex problems faster than classical computers can.

It involves using specialized languages and software development kits (SDKs) to create quantum circuits that manipulate qubits using principles like superposition and entanglement.

https://knowledgezone.co.in/learning/topics/Quantum-Programming;course=Quantum-Computing

#ITByte: #XML #Prompting is a prompt engineering technique that uses XML-style tags to structure requests given to large language models (LLMs).

This method helps reduce ambiguity and improves the consistency and accuracy of AI outputs by clearly delimiting different sections of the prompt, such as instructions, context, data, and examples.

https://knowledgezone.co.in/posts/XML-Prompting-68e6100f08a46fda35c2dc6a

#ITByte: #LangExtract is a new open-source Python library from Google that uses large language models (LLMs) to extract structured information from unstructured text.

Instead of requiring domain-specific training, it uses prompts and examples to instruct LLMs on how to structure the data.

https://knowledgezone.co.in/posts/Google-LangExtract-68ee737e35590fd1b52bf506