Mostafa Ibrahim – Medium

Mostafa Ibrahim

Published in
Generative AI

How to Improve Performance of a Retrieval Augmented Generative (RAG) Model

Enhance your RAG model performance with advanced retrieval techniques, user-centric fine-tuning, multimodal integration, and ethical AI…

Jul 24

How to Improve Performance of a Retrieval Augmented Generative (RAG) Model

Jul 24

Published in
Generative AI

LLaMA 3 Fine-Tuning for Financial Q&A: A Neptune AI Monitoring Guide

Enhance your financial analysis capabilities by fine-tuning LLaMA 3 on the Finance Alpaca dataset with Neptune AI monitoring.

Jul 21

LLaMA 3 Fine-Tuning for Financial Q&A: A Neptune AI Monitoring Guide

Jul 21

Published in
CodeContent

Efficient Multimedia Retrieval: Exploring Binary and Product Quantization

Discover how quantization tackles storage and retrieval challenges for multimedia databases through comparative analysis.

Jul 7

Efficient Multimedia Retrieval: Exploring Binary and Product Quantization

Jul 7

Published in
CodeContent

Introduction to LLM Evaluation: Navigating the Future of AI Technologies

This article delves into the significance of continuous evaluation of Large Language Models (LLMs) and how innovative frameworks and…

Jun 10

Introduction to LLM Evaluation: Navigating the Future of AI Technologies

Jun 10

Published in
Towards AI

Mastering Evaluations in LangSmith: Enhancing LLM Performance

In this article, we explore how LangSmith enhances the evaluation of Large Language Models (LLMs) to improve their performance and ensure…

Jun 4

Mastering Evaluations in LangSmith: Enhancing LLM Performance

Jun 4

Published in
Towards AI

The Power of Query Translation Techniques

In this article, we delve into the power of query translation techniques, exploring how they enhance search accuracy and efficiency by…

May 27

The Power of Query Translation Techniques

May 27

Published in
CodeContent

Introduction to LLaMA: A Paradigm Shift in AI Language Models

In this article, we explore the revolutionary advancements of the LLaMA series, from its inception to the cutting-edge capabilities of…

May 24

Introduction to LLaMA: A Paradigm Shift in AI Language Models

May 24

Published in
CodeContent

Using HuggingFace, OpenAI, and Cohere models with Langchain

An in-depth tutorial on how to use popular models with Langchain. This can be used with private data too!

May 6

Using HuggingFace, OpenAI, and Cohere models with Langchain

May 6

Published in
CodeContent

An overview of semantic search, knowledge graphs & vector databases

Coupled with an overview of performing semantic search on your own private data

May 1

An overview of semantic search, knowledge graphs & vector databases

May 1

Published in
CodeContent

Building a knowledge base — Part 1: extracting data by web scraping

Scraping Langchain’s documentation to use it as part of a Large Language Model knowledge base

Apr 29

Building a knowledge base — Part 1: extracting data by web scraping

Apr 29

Mostafa Ibrahim

Mostafa Ibrahim

Software Eng. University College London Computer Science Graduate. Passionate about Machine Learning in Healthcare. Top writer in AI

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