Medium

Lekha Priya

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Lekha Priya

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Mar 14

Top AI Agentic Workflow Patterns That Will Shape AI Systems in 2026

Free Users Read here:

Top AI Agentic Workflow Patterns That Will Shape AI Systems in 2026

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Lekha Priya

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Jul 21

Google’s Open Knowledge Format (OKF): A Better Way to Build Knowledge for AI Agents

Introduction

Google’s Open Knowledge Format (OKF): A Better Way to Build Knowledge for AI Agents

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Lekha Priya

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Feb 10, 2021

5 NLP techniques every Data Scientist should know

Data Scientists deal with huge data that can be natural language text. Hence, comes the Natural Language Processing (NLP) that one needs…

5 NLP techniques every Data Scientist should know

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Lekha Priya

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Jan 4, 2021

Data-Driven Approach to Vaccine Distribution

New Year brought a big-relief with with most awaited news of a nod to Vaccine Distribution in India. What a Relief!

Data-Driven Approach to Vaccine Distribution

Lekha Priya

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Oct 24

AI Engineering Series Part 4: Hybrid Search with BM25 and Vector Retrieval

What happens when semantic similarity alone can’t find an exact error code, ticket number, or config key, and why enterprise search needs…

AI Engineering Series Part 4: Hybrid Search with BM25 and Vector Retrieval

Lekha Priya

·

Oct 1

The Agentic Loop: From a Simple LLM Loop to a Production AI Agent Architecture

A practical look at the loops, state, tools, and architecture underneath today’s AI agents.

The Agentic Loop: From a Simple LLM Loop to a Production AI Agent Architecture

Lekha Priya

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Sep 24

5 Evaluation Strategies for Building Reliable Agentic AI Systems

Building Agentic AI is one thing. Knowing where it fails is another. This article walks through five evaluation techniques I use to…

5 Evaluation Strategies for Building Reliable Agentic AI Systems

Lekha Priya

·

Sep 10

5 Papers Every Agentic AI Engineer Should Know

The papers behind the reasoning, tools, memory, reflection, and multi-agent systems we build today.

5 Papers Every Agentic AI Engineer Should Know

Lekha Priya

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Sep 8

Production AI Engineering Series — Part 3

Production AI Engineering Series — Part 3

Lekha Priya

·

Aug 25

6 Steps That Fixed My RAG Hallucination Rate From 15% to 1%

Not on Medium? Here’s a friend link so you can read the full article without a paywall…

6 Steps That Fixed My RAG Hallucination Rate From 15% to 1%

Lekha Priya

Lekha Priyashe

RAG, Generative AI and Agentic AI Specialist. I build production ready AI systems For enterprise use. My focus is on scalable architecture.

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