Farzad Sunavala

@Farzzy528

I build Generative AI stuff...

Remote, USJoined August 2023

About

Principal Product Manager at Microsoft CoreAI leading Retrieval-Augmented Generation (RAG) and knowledge retrieval capabilities, powering enterprise AI applications with grounded, production-scale search and retrieval.

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Farzad Sunavala's blogs

FullStackFarzzy's Blogfarzzy.hashnode.dev24 posts

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Recently published

FSFarzad Sunavalafarzzy.hashnode.devMar 2 · 6 min read

Using Perplexity Contextualized Embeddings with Hybrid Search in Azure AI Search

💡 👉 Full Cookbook here: https://github.com/farzad528/azure-ai-search-python-playground/blob/main/azure-ai-search-perplexity-contextualized-embeddings.ipynb Perplexity just launched new SOTA embedd

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FSFarzad Sunavalafarzzy.hashnode.devFeb 25, 2025 · 18 min read

Mastering Agentic RAG: Multi-Tool Orchestration for AI Agents (Part 2)

🗝 TLDR: This tutorial shows how to build AI agents that orchestrate multiple knowledge sources (SQL databases, vector database search, web search) to answer complex healthcare queries. We use Azure SQL, Azure AI Search, and Bing Grounding Tool via A...

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FSFarzad Sunavalafarzzy.hashnode.devFeb 23, 2025 · 15 min read

Mastering Agentic RAG Architectures: Single-Step Routing (Part 1)

🗝 TL;DR: - For AI Engineers looking to build AI Agents, this blog explores the Agentic RAG Router. It demonstrates how to leverage OpenAI Function Calling for intelligent routing of user queries to different tools, specifically Azure AI Search for p...

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FSFarzad Sunavalafarzzy.hashnode.devJan 6, 2025 · 5 min read

Revolutionizing Document Ingestion & RAG with Docling, Azure AI Search, and Azure OpenAI

In today's AI landscape, building reliable knowledge systems requires more than just powerful language models. Enter Retrieval-Augmented Generation (RAG) – a pattern that enhances AI responses with contextual knowledge. In this guide, we'll build a p...

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FSFarzad Sunavalafarzzy.hashnode.devDec 18, 2024 · 17 min read

Streamlining Insurance Claim Analysis with Semantic Kernel’s Multi-Agent Orchestration

💡 DISLCAIMER: This post is intended for educational purposes only. I do not claim to be an Insurance or Underwriter professional or expert. The information shared is based on a personal project and experiences with Azure OpenAI and Semantic Kernel. ...

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Farzad Sunavala

About

Available for

Farzad Sunavala's blogs

Recently published

Using Perplexity Contextualized Embeddings with Hybrid Search in Azure AI Search

Mastering Agentic RAG: Multi-Tool Orchestration for AI Agents (Part 2)

Mastering Agentic RAG Architectures: Single-Step Routing (Part 1)

Revolutionizing Document Ingestion & RAG with Docling, Azure AI Search, and Azure OpenAI

Streamlining Insurance Claim Analysis with Semantic Kernel’s Multi-Agent Orchestration

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Farzad Sunavala

About

Available for

Farzad Sunavala's blogs

Recently published

Using Perplexity Contextualized Embeddings with Hybrid Search in Azure AI Search

Mastering Agentic RAG: Multi-Tool Orchestration for AI Agents (Part 2)

Mastering Agentic RAG Architectures: Single-Step Routing (Part 1)

Revolutionizing Document Ingestion & RAG with Docling, Azure AI Search, and Azure OpenAI

Streamlining Insurance Claim Analysis with Semantic Kernel’s Multi-Agent Orchestration