Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
Tuana Çelik
![Guide to Using Zephyr Models to Generate Answers on Your Data](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/guide-to-using-zephyr-with-haystack2/thumbnail.png)
![Stefano Fiorucci](/images/authors/stefano-fiorucci.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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
November 6, 2023![Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/customizing-rag-to-summarize-hacker-news-posts-with-haystack2/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/talk-to-youtube-videos-with-haystack-pipelines/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/generative-documentation-qa-with-weaviate-and-haystack/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/share-and-use-prompt-with-prompthub/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
![Sara Zanzottera](/images/authors/sara-zanzottera.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/introducing-haystack-agents/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/the-definitive-guide-to-bertmodels/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/how-to-build-a-semantic-search-engine-in-python/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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?](https://haystack-home-nopzpbonc-deepset-overnice.vercel.app/blog/what-is-a-language-model/thumbnail.png)
![Tuana Celik](/images/authors/tuana-celik.jpg)
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, 2022No articles found
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