Haystack Blog

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

Bilge Yücel

CPU-Optimized Embedding Models with fastRAG and Haystack
Integration
Embeddings
Retrieval
Peter Izsak
Peter Izsak Research Scientist and Team Lead at Intel Labs
Bilge Yucel
Bilge Yücel Developer Relations Engineer

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
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
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
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
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
Multilingual Generative Question Answering with Haystack and Cohere
Generative AI
Text Embeddings
Retrieval
Bilge Yucel
Bilge Yücel Developer Relations Engineer

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
Community
Haystack 2.0
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Shaping Haystack 2.0

Details of the upcoming Haystack version and how you can give feedback

August 14, 2023
Generative vs. Extractive Language Models
LLM
NLP
Generative AI
Question Answering
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Generative vs. Extractive Language Models

Which one is right for your use case?

May 22, 2023
New DocumentStore Integration for Haystack: QdrantDocumentStore
Community
Vector Databases
Open Source
Integration
Bilge Yucel
Bilge Yücel Developer Relations Engineer
Kacper Lukawski
Kacper Łukawski Developer Advocate at Qdrant

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
Community
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Announcing the Haystack Blog

A place for the community to learn more about Haystack, NLP, open source development and more!

March 3, 2023

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