Tuana Çelik – Medium

Tuana Çelik
in
deepset-ai

Gemini Models with Google Vertex AI Integration for Haystack

Multi-Modal components and function calling with the new Gemini integrations for Haystack

5 min readDec 18, 2023

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Gemini Models with Google Vertex AI Integration for Haystack

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1

Tuana Çelik
in
deepset-ai

Guide to Using Zephyr Models to Generate Answers on Your Data

Learn how to use the new Zephyr models in Haystack 2.0 pipelines with the upcoming HuggingFaceLocalGenerator

7 min readDec 8, 2023

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Guide to Using Zephyr Models to Generate Answers on Your Data

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Tuana Çelik
in
deepset-ai

Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview

Take a look at how we are changing Haystack for advanced LLM pipelines, with an example that uses a custom component to fetch the latest…

6 min readSep 22, 2023

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Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview

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Tuana Çelik
in
deepset-ai

Talk to YouTube Videos with Haystack Pipelines

Use Whisper to provide YouTube videos as context for retrieval augmented generation

6 min readSep 8, 2023

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Talk to YouTube Videos with Haystack Pipelines

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Tuana Çelik
in
deepset-ai

Generative Documentation Q&A with Weaviate and Haystack

A guide to building a retrieval augmented generative pipeline for referenced documentation search.

7 min readSep 2, 2023

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Generative Documentation Q&A with Weaviate and Haystack

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1

Tuana Çelik
in
deepset-ai

Share and Use Prompts with PromptHub

A new tool to pull in prompts into your Haystack PromptNode, share them, and collaborate

3 min readJun 29, 2023

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Share and Use Prompts with PromptHub

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Tuana Çelik
in
deepset-ai

Introducing Agents in Haystack: Make LLMs resolve complex tasks

LLMs can now make use of the right tools to resolve complex queries and tasks

8 min readMar 30, 2023

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Introducing Agents in Haystack: Make LLMs resolve complex tasks

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Tuana Çelik
in
deepset-ai

Build a Search Engine with GPT-3

Combine the power of large language models with a corpus of your choice to generate natural-sounding answers that are grounded in facts.

14 min readJan 30, 2023

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Build a Search Engine with GPT-3

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Tuana Çelik
in
deepset-ai

The Definitive Guide to BERT Models

The BERT language model greatly improved the standard for language models. This article explains BERT’s history

8 min readJan 16, 2023

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The Definitive Guide to BERT Models

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1

Tuana Çelik
in
deepset-ai

How to Build a Semantic Search Engine in Python

Search your large collection of documents in the most effective way using open source tools

10 min readNov 23, 2022

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How to Build a Semantic Search Engine in Python

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Tuana Çelik

Tuana Çelik

Developer Advocate at deepset, the creators of Haystack: An open source framework to build end-to-end search based NLP pipelines. Twitter: @tuanacelik

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