Haystack Blog

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

LLM

Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview
RAG
Haystack 2.0
LLM
Tuana Celik
Tuana Çelik Developer Advocate

Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview

Take a look at how we are changing Haystack for advanced LLM pipelines, with an example that uses a custom component to fetch the latest Hacker News posts

September 22, 2023
Talk to YouTube Videos with Haystack Pipelines
LLM
Generative AI
Retrieval
RAG
Tuana Celik
Tuana Çelik 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 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
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
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
The Beginner's Guide to LLM Prompting
Prompting
LLM
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

The Beginner's Guide to LLM Prompting

How to engineer your natural language prompts to get the best answers from a large language model

June 15, 2023
Generative vs. Extractive Language Models
LLM
NLP
Generative AI
Question Answering
Bilge Yucel
Bilge Yücel Developer Advocate

Generative vs. Extractive Language Models

Which one is right for your use case?

May 22, 2023
How to Prevent Prompt Injections: An Incomplete Guide
Prompting
LLM
Jasper Schwenzow
Jasper Schwenzow Solution Engineer

How to Prevent Prompt Injections: An Incomplete Guide

Learn how to prevent prompt injections leveraging our new open-source model and dataset.

May 19, 2023

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