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Fine-Tune LLM for Medical Diagnosis Prediction with Apple MLX

Fine-Tune LLM for Medical Diagnosis Prediction with Apple MLX

Privacy-preserving LLM

Nov 10

Using Azure Document Intelligence and OpenAI to Analyze, Compare, and Verify Information Across…

Using Azure Document Intelligence and OpenAI to Analyze, Compare, and Verify Information Across…

In today’s data-driven world, organizations often face the challenge of handling vast amounts of documents containing valuable information…

Nilaan Loganathan

Oct 3

Production Ready Advanced RAG Optimization with Llama-Index and Qdrant Vector Database

Production Ready Advanced RAG Optimization with Llama-Index and Qdrant Vector Database

Jul 18

Build Your Own LLM with LLM Fine-Tuning on MacOS Using MLX

Build Your Own LLM with LLM Fine-Tuning on MacOS Using MLX

Privacy-preserving LLM

Jun 20

How Anyone can Hack ChatGPT !!

How Anyone can Hack ChatGPT !!

1. Introduction

Jun 11

Hidden Roots Of LLM & RAG Hallucinations

Hidden Roots Of LLM & RAG Hallucinations

1. Introduction

Jun 6

Easy RAG Workflows with LlamaIndex Query Pipelines with a Text-to-SQL example

Easy RAG Workflows with LlamaIndex Query Pipelines with a Text-to-SQL example

In this article I am discussing the Query Pipeline feature in LlamaIndex. I will discuss what query pipelines are, why they are important…

May 29

How To Plan AI Implementation In Your Organization

How To Plan AI Implementation In Your Organization

1. Introduction

Apr 30

How To Use AI In Your Organization (part 2)

How To Use AI In Your Organization (part 2)

In the previous article we discussed basic concepts in figuring out how to use AI. It involved introducing the concept of AI Vision and how…

Apr 30

How To Use AI In Your Organization (part 1)

How To Use AI In Your Organization (part 1)

1. Introduction

Apr 25

Optimizing RAG, Fine-tuning Embedding and Reranking models with your Data with Llamaindex

Optimizing RAG, Fine-tuning Embedding and Reranking models with your Data with Llamaindex

1. Introduction

Apr 16

Fine-tune LLMs on Laptop With QLoRA & MLX

Fine-tune LLMs on Laptop With QLoRA & MLX

Privacy-Preserving LLM without GPU

Mar 26

Build RAG Application Using a LLM Running on Local Computer with Ollama Llama2 and LlamaIndex

Build RAG Application Using a LLM Running on Local Computer with Ollama Llama2 and LlamaIndex

Privacy-preserving LLM without GPU

Mar 24

Build RAG Application Using a LLM Running on Local Computer with Ollama and Langchain

Build RAG Application Using a LLM Running on Local Computer with Ollama and Langchain

Privacy-preserving LLM without GPU

Mar 17

Build RAG Application Using a LLM Running on Local Computer with GPT4All and Langchain

Build RAG Application Using a LLM Running on Local Computer with GPT4All and Langchain

Privacy-preserving LLM without GPU

Mar 10

Session-based Custom ChatGPT Model for Website Content Utilizing OpenAI GPT-4 LLM, Langchain…

Session-based Custom ChatGPT Model for Website Content Utilizing OpenAI GPT-4 LLM, Langchain…

Dec 30, 2023

Session-based Custom ChatGPT Model for Website Content Utilizing OpenAI GPT-4 LLM, Langchain…

Session-based Custom ChatGPT Model for Website Content Utilizing OpenAI GPT-4 LLM, Langchain…

Dec 28, 2023

Multi-node Spark Cluster Deployment with Standalone Cluster Manger

Multi-node Spark Cluster Deployment with Standalone Cluster Manger

Sep 16, 2023

Creating Custom ChatGPT with Your Own Dataset using OpenAI GPT-3.5 Model, LlamaIndex, and LangChain

Creating Custom ChatGPT with Your Own Dataset using OpenAI GPT-3.5 Model, LlamaIndex, and LangChain

Aug 21, 2023

Production Deployment of Random Forest Price Prediction ML Pipeline with Spark Kubernetes Operator…

Production Deployment of Random Forest Price Prediction ML Pipeline with Spark Kubernetes Operator…

Aug 6, 2023

Terraform External Data Source

Terraform External Data Source

With Google Workspace API

May 18, 2023

Terraform Custom Provider with Data Source

Terraform Custom Provider with Data Source

With Google Workspace API

May 15, 2023

Monitor Kubernetes Clusters With Prometheus/PromQL and Grafana

Monitor Kubernetes Clusters With Prometheus/PromQL and Grafana

Site Reliability Engineering

Mar 29, 2023

Switching from Docker Desktop to Podman on macOS M1/M2 ARM64 CPU

Switching from Docker Desktop to Podman on macOS M1/M2 ARM64 CPU

With Kind Kubernetes Cluster

Mar 18, 2023

Scala Functional Database Libraries

Scala Functional Database Libraries

slick, quill, doobie, skunk = sqds

Mar 8, 2023

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