Haystack Blog

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

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Level up Your RAG Application with Speaker Diarization
RAG
Generative AI
Multimodality
Misra Turp
Mısra Turp Developer Educator @AssemblyAI
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Level up Your RAG Application with Speaker Diarization

Leverage speaker labels with AssemblyAI and Haystack

March 21, 2024
Hosted or self-hosted RAG? Full flexibility with NVIDIA NIM integration in Haystack 2.0
Haystack 2.0
Integration
Malte Pietsch
Malte Pietsch Co-Founder & CTO

Hosted or self-hosted RAG? Full flexibility with NVIDIA NIM integration in Haystack 2.0

New integrations with microservices from the NVIDIA AI Enterprise software platform, including NVIDIA NIM and NeMo Retriever, now allow you to iterate even faster across your RAG development cycle

March 18, 2024
Haystack 2.0:  The Composable Open-Source LLM Framework
Haystack 2.0
Open Source
Massimiliano Pippi
Massimiliano Pippi Core Engineering Lead
Tuana Celik
Tuana Çelik Lead Developer Advocate

Haystack 2.0: The Composable Open-Source LLM Framework

Meet Haystack 2.0, a more flexible, customizable LLM framework

March 11, 2024
Optimizing Retrieval with HyDE
Generative AI
Retrieval
David Batista
Senior NLP Engineer

Optimizing Retrieval with HyDE

See how you can easily incorporate HyDE into Haystack RAG pipelines to optimize retrieval

February 28, 2024
Announcing the Astra DB Haystack Integration
Embeddings
Haystack 2.0
Vector Database
Tilde Thurium
Tilde Thurium Senior Developer Advocate

Announcing the Astra DB Haystack Integration

Learn how to use the new Astra DB integrations for Haystack 2.0 in your RAG pipelines.

January 19, 2024
PDF-Based Question Answering with Amazon Bedrock and Haystack
Generative AI
LLM
Haystack 2.0
Integration
Question Answering
Bilge Yucel
Bilge Yücel Developer Relations Engineer

PDF-Based Question Answering with Amazon Bedrock and Haystack

Create a generative QA application tailored for PDF files using Amazon Bedrock

January 17, 2024
Using Jina Embeddings v2 with Haystack 2.0 pipelines to summarize legal documents
Community
Embeddings
Open Source
Integration
Tilde Thurium
Tilde Thurium Senior Developer Advocate

Using Jina Embeddings v2 with Haystack 2.0 pipelines to summarize legal documents

Learn how to use the Jina v2 Embedding models in a RAG pipeline with our new Haystack integration.

January 10, 2024
Highlights of 2023
Open Source
Haystack 2.0
Community
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Highlights of 2023

A Year of Growth: Highlights from 2023 for Haystack and our Community

January 5, 2024
Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed
RAG
LLM
Haystack 2.0
Tilde Thurium
Tilde Thurium Senior Developer Advocate

Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed

Learn how to create a custom medical chatbot using PubMed and Mixtral 8x7B for keyword and answer generation

January 2, 2024

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