Author: Manya Goyal

Manya Goyal
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Manya Goyal is an AI and Research consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Guru Gobind Singh Indraprastha University(Bhagwan Parshuram Institute of Technology). She is a Data Science enthusiast and has a keen interest in the scope of application of artificial intelligence in various fields. She is a podcaster on Spotify and is passionate about exploring.

8 Open-Source Tools for Retrieval-Augmented Generation (RAG) Implementation

Meta Research introduced Retrieval-Augmented Generation (RAG) models, a method for refining knowledge manipulation. RAG combines pre-trained parametric-memory generation models with a non-parametric memory, creating...

What is AI Hallucination? Is It Always a Bad Thing?

The emergence of AI hallucinations has become a noteworthy aspect of the recent surge in Artificial Intelligence development, particularly in generative AI. Large language...

10+ Open-Source Tools for LLM Applications Development

When we talk about artificial intelligence, Large Language Models (LLMs) stand as pivotal tools, empowering machines to comprehend and generate text with human-like fluency....

Role of Vector Databases in FMOps/LLMOps

Vector databases, rooted in 1960s information retrieval concepts, have evolved to streamline complex data management. Initially developed for the vector space model, they now...

6 AI Models/Tools for Code Generation

In the dynamic world of software development, a trend is emerging, promising to reshape the way code is written—text-to-code AI models. These innovative models...

Using LangChain: How to Add Conversational Memory to an LLM?

Recognizing the need for continuity in user interactions, LangChain, a versatile software framework designed for building applications around LLMs, introduces a pivotal feature known...

How to use Github? Step-by-Step Guide

To sign up on GitHub, here are six steps Step 1: Sign up for GitHub Visit their website and click on the Signup button. Fill in the...

How to Use Langchain? Step-by-Step Guide

LangChain is an artificial intelligence framework designed for programmers to develop applications using large language models. Lets dive into How to Use Langchain? Step1: Setup Before diving into...

What is LangChain? Use Cases and Benefits

LangChain is an artificial intelligence framework designed for programmers to develop applications using large language models. It allows you to facilitate the creation of...

What is Support Vector Machine (SVM)?

A Support Vector Machine (SVM) is a supervised learning algorithm utilized in the field of machine learning. It is primarily applied to perform tasks...

Best Platforms to Practice SQL

SQL, or Structured Query Language, is like the language of databases. It's a way for computers to understand and manage data. Whether one is...

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