Haystack Blog

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

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Talk to YouTube Videos with Haystack Pipelines
LLM
Generative AI
Retrieval
RAG
Tuana Celik
Tuana Çelik Lead Developer Advocate

Talk to YouTube Videos with Haystack Pipelines

Use Whisper to provide YouTube videos as context for retrieval augmented generation

September 8, 2023
Talk to Haystack Docs: Creating a Domain-Focused Q&A RAG Pipeline with WebRetriever
LLM
NLP
Generative AI
Retrieval
Vladimir Blagojevic
Vladimir Blagojevic Senior Software Engineer

Talk to Haystack Docs: Creating a Domain-Focused Q&A RAG Pipeline with WebRetriever

How to create a domain-focused Question and Answering (Q&A) system using Haystack's WebRetriever and RAG pipeline

September 4, 2023
Generative Documentation Q&A with Weaviate and Haystack
LLM
Generative AI
Retrieval
Prompting
RAG
Tuana Celik
Tuana Çelik Lead Developer Advocate

Generative Documentation Q&A with Weaviate and Haystack

A guide to building a retrieval augmented generative pipeline for referenced documentation search.

September 2, 2023
Enhancing RAG Pipelines in Haystack: Introducing DiversityRanker and LostInTheMiddleRanker
LLM
NLP
Generative AI
Retrieval
Vladimir Blagojevic
Vladimir Blagojevic Senior Software Engineer

Enhancing RAG Pipelines in Haystack: Introducing DiversityRanker and LostInTheMiddleRanker

How the latest rankers optimize LLM context window utilization in Retrieval-Augmented Generation (RAG) pipelines

August 29, 2023
Hybrid Document Retrieval
Open Source
Retrieval
Text Embeddings
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

Hybrid Document Retrieval

Why use one retriever when you can have two?

August 22, 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
Question Answering in the Cockpit
Question Answering
Case Study
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

Question Answering in the Cockpit

How Airbus used Haystack to build a combined table and text QA system for pilots, aircraft maintenance workers, and others

July 26, 2023
Good Listener: How Memory Enables Conversational Agents
Agent
LLM
Prompting
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

Good Listener: How Memory Enables Conversational Agents

...and how we've implemented it in Haystack

July 7, 2023
Share and Use Prompts with PromptHub
Prompting
Community
Integration
Tuana Celik
Tuana Çelik Lead Developer Advocate
Sara Zanzottera
Sara Zanzottera Open Source Engineer

Share and Use Prompts with PromptHub

A new tool to pull in prompts into your Haystack PromptNode, share them, and collaborate

June 29, 2023
What Is a Large Language Model (LLM)?
LLM
Model Training
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

What Is a Large Language Model (LLM)?

An introduction to LLMs and how you can use them in your own applications with Haystack

June 23, 2023

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