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Sunila Gollapudi

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TDS Archive

Implementing Generative and Analytical Models to Create and Enrich Knowledge Graphs for RAGs

Evaluate generative and analytical models to build Knowledge Graphs and facilitate them to power highly performing RAGs

May 29, 2024

This is an output from the python code as seen in google collab

May 29, 2024

Role of Latent Spaces and Implementation in Generative AI

Dimensionality and Latent Space implementation using PCA and VAEs

Jul 24, 2024

Role of Latent Spaces and Implementation in Generative AI

Jul 24, 2024

RAG: Key Aspects of Performance: Metrics and Measurement

Jul 13, 2024

RAG: Key Aspects of Performance: Metrics and Measurement

Jul 13, 2024

Published in
TDS Archive

Combine Text Embeddings and Knowledge (Graph) Embeddings in RAG systems

In my previous articles, I wrote about using Knowledge Graphs in conjunction with RAGs and how Graph techniques can be used for Adaptive…

Apr 29, 2024

Combine Text Embeddings and Knowledge (Graph) Embeddings in RAG systems

Apr 29, 2024

Advanced Tokenization in LLMs: Usage of Advanced Graph Techniques

Recently I was trying my hands on some rudimentary tokenization techniques on my LLM and in specific tried adaptive tokenization. To…

Apr 20, 2024

Advanced Tokenization in LLMs: Usage of Advanced Graph Techniques

Apr 20, 2024

Using Knowledge Graphs to enhance Retrieval Augmented Generation (RAG) systems

The combination of knowledge graphs and retrieval-augmented generation (RAG) systems is a game-changing technique in the quickly changing…

Apr 14, 2024

Using Knowledge Graphs to enhance Retrieval Augmented Generation (RAG) systems

Apr 14, 2024

Machine Learning Methods : Classification

There are many ways of classifying machine learning algorithms. In this assignment, I chose the below learning method classification that…

Mar 31, 2024

Machine Learning Methods : Classification

Mar 31, 2024

Data Strategy Series: Observations and Facts about Traditional Data Architectures

In this one of its kind Data Strategy Series, I will be covering many aspects of Enterprise Data that covers a varied set of topics from…

Nov 18, 2020

Data Strategy Series: Observations and Facts about Traditional Data Architectures

Nov 18, 2020

Published in
DataDrivenInvestor

Defining “Vision” in “Computer Vision”

Computer Vision also referred as Vision is the recent cutting edge field within computer science that deals with enabling computers…

May 12, 2020

Defining “Vision” in “Computer Vision”

May 12, 2020

Published in
DataDrivenInvestor

Artificial Intelligence Simplified

The definition of Artificial Intelligence has evolved ever since its first reference in 1956 at the Dartmouth conference. From emulating…

May 11, 2020

Artificial Intelligence Simplified

May 11, 2020

Sunila Gollapudi

Sunila Gollapudi

Enterprise Data Strategy, Big Data Engineering, Knowledge Graphs, Semantic Modeling, Cloud Architecture, GenAI Doctoral Researcher- sunilagollapudi.com

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