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Haystack Blog

Articles about Haystack, NLP, LLMs and open source tools.

Tuana Çelik

Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview
RAG
Haystack 2.0
LLM
Tuana Celik
Tuana Çelik Developer Advocate

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 Hacker News posts

September 22, 2023
Talk to YouTube Videos with Haystack Pipelines
LLM
Generative AI
Retrieval
RAG
Tuana Celik
Tuana Çelik Developer Advocate

Talk to YouTube Videos with Haystack Pipelines

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

September 8, 2023
Generative Documentation Q&A with Weaviate and Haystack
LLM
Generative AI
Retrieval
Prompting
RAG
Tuana Celik
Tuana Çelik Developer Advocate

Generative Documentation Q&A with Weaviate and Haystack

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

September 2, 2023
Share and Use Prompts with PromptHub
Prompting
Community
Integration
Tuana Celik
Tuana Çelik Developer Advocate
Sara Zanzottera
Sara Zanzottera Open Source Engineer

Share and Use Prompts with PromptHub

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

June 29, 2023
Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLM
Agent
Tuana Celik
Tuana Çelik Developer Advocate

Introducing Agents in Haystack: Make LLMs resolve complex tasks

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

March 30, 2023
The Definitive Guide to BERT Models
NLP
Model Training
Tuana Celik
Tuana Çelik Developer Advocate

The Definitive Guide to BERT Models

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

January 16, 2023
How to Build a Semantic Search Engine in Python
NLP
Semantic Search
Python
Tuana Celik
Tuana Çelik Developer Advocate

How to Build a Semantic Search Engine in Python

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

November 23, 2022
What is a Language Model?
NLP
Model Training
Tuana Celik
Tuana Çelik Developer Advocate

What is a Language Model?

What are they used for? Where can you find them? And what kind of information do they actually store?

July 20, 2022

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