Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
Bilge Yücel
![Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/extracting-metadata-filter/thumbnail.png)
![David Batista](/images/authors/david-batista.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
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.
May 13, 2024![Level up Your RAG Application with Speaker Diarization](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/level-up-rag-with-speaker-diarization/thumbnail.png)
![Misra Turp](/images/authors/misra-turp.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Level up Your RAG Application with Speaker Diarization
Leverage speaker labels with AssemblyAI and Haystack
March 21, 2024![PDF-Based Question Answering with Amazon Bedrock and Haystack](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/pdf-qa-application-with-bedrock/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
PDF-Based Question Answering with Amazon Bedrock and Haystack
Create a generative QA application tailored for PDF files using Amazon Bedrock
January 17, 2024![Highlights of 2023](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/highlights-of-2023/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Highlights of 2023
A Year of Growth: Highlights from 2023 for Haystack and our Community
January 5, 2024![Multilingual Generative Question Answering with Haystack and Cohere](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/multilingual-qa-with-cohere/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Multilingual Generative Question Answering with Haystack and Cohere
Build a RAG pipeline for multilingual hotel reviews using Cohere models and Haystack
November 8, 2023![Shaping Haystack 2.0](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/shaping-haystack-v2/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Shaping Haystack 2.0
Details of the upcoming Haystack version and how you can give feedback
August 14, 2023![Generative vs. Extractive Language Models](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/generative-vs-extractive-models/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Generative vs. Extractive Language Models
Which one is right for your use case?
May 22, 2023![New DocumentStore Integration for Haystack: QdrantDocumentStore](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/qdrant-integration/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
![Kacper Lukawski](/images/authors/kacper-lukawski.jpg)
New DocumentStore Integration for Haystack: QdrantDocumentStore
Learn about QdrantDocumentStore, its advantages, and how to use it with Haystack.
April 18, 2023![Announcing the Haystack Blog](https://haystack-home-ef6j1l09f-deepset-overnice.vercel.app/blog/announcing-haystack-blog/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Announcing the Haystack Blog
A place for the community to learn more about Haystack, NLP, open source development and more!
March 3, 2023No articles found
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