Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
Bilge Yücel
![Announcing Advent of Haystack 2024 🎄](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/announcing-advent-2024/thumbnail.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Announcing Advent of Haystack 2024 🎄
Join the Festive AI Fun!
December 2, 2024![Announcing Studio: Your Development Environment for Haystack](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/announcing-studio/thumbnail.png)
![Malte Pietsch](/images/authors/malte-pietsch.png)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Announcing Studio: Your Development Environment for Haystack
Build, deploy, and test Haystack pipelines with ease
November 20, 2024![Building a Multimodal Nutrition Agent](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/multimodal-nutrition-agent/thumbnail.png)
![Moshe Berchansky](/images/authors/moshe-berchansky.jpg)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
Building a Multimodal Nutrition Agent
Use fastRAG and Haystack to build an agent that can process text and image data
November 7, 2024![CPU-Optimized Embedding Models with fastRAG and Haystack](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/cpu-optimized-models-with-fastrag/thumbnail.png)
![Peter Izsak](/images/authors/peter-izsak.jpg)
![Bilge Yucel](/images/authors/bilge-yucel.jpg)
CPU-Optimized Embedding Models with fastRAG and Haystack
Discover how to use optimized embedding models on CPUs to reduce latency, and improve throughput of retrieval and indexing
August 1, 2024![Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval](https://haystack-home-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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, 2023No articles found
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