Medium

Bilge Yücel

Bilge Yücel

·

Jan 3

2025, in retrospect

A personal reflection on 2025: moving to Berlin, career growth, and meaningful connections.

2025, in retrospect

In

deepset-ai

by

Bilge Yücel

·

Feb 22, 2025

Build an Agentic RAG Pipeline in deepset Studio

Use deepset Studio to build an agentic Haystack pipeline with a fallback mechanism for dynamic web search

Build an Agentic RAG Pipeline in deepset Studio

In

deepset-ai

by

Bilge Yücel

·

May 20, 2024

Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval

Use LLMs to extract metadata from queries to use as filters that improve retrieval in RAG applications

A colorful cartoon-style digital illustration of a V60 coffee filter displayed on a computer screen standing in front of an orange background. There are papers going into the filter

In

deepset-ai

by

Bilge Yücel

·

Jan 18, 2024

PDF-Based Question Answering with Amazon Bedrock and Haystack

Create a generative QA application tailored for PDF files using Amazon Bedrock

Thumbnail image with “PDF-Based Question Answering with Amazon Bedrock and Haystack” text and Amazon Bedrock, Haystack, OpenSearch logos on top of a input box that writes “What is Amazon Bedrock”

In

deepset-ai

by

Bilge Yücel

·

Nov 8, 2023

Multilingual Generative Question Answering with Haystack and Cohere

Build a RAG pipeline for multilingual hotel reviews using Cohere models and Haystack

Multilingual Generative Question Answering with Haystack and Cohere

In

deepset-ai

by

Bilge Yücel

·

Aug 15, 2023

Shaping Haystack 2.0

Details of the upcoming Haystack version and how you can give feedback

Shaping Haystack 2.0

In

deepset-ai

by

Bilge Yücel

·

May 22, 2023

Generative vs. Extractive Language Models

Which one is right for your use case?

C. Walter Hodges’ imagined reconstruction of Shakespeare’s Merchant of Venice, act 1, scene 3, being performed in an Elizabethan theatre.

Bilge Yücel

·

Mar 17, 2023

My Internship as a Developer Advocate

My journey of being a Developer Advocate at deepset

My Internship as a Developer Advocate

Bilge Yücel

Bilge Yücel

Senior DevRel Eng at deepset.ai | Working with Haystack, an open source AI orchestration framework | Twitter: @bilgeycl

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