Haystack Blog

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

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Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval
Retrieval
RAG
Advanced Use Cases
David Batista
David Batista Senior NLP Engineer
Bilge Yucel
Bilge Yücel Developer Relations Engineer

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
Chatting with SQL Databases 3 Ways
SQL
Haystack 2.0
Function Calling
Tuana Celik
Tuana Çelik Lead Developer Advocate

Chatting with SQL Databases 3 Ways

Using Haystack to talk to SQL in natural language

April 22, 2024
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
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 Databases
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

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