Haystack Blog

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

LLM

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 YΓΌcel Developer Relations Engineer

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
Scaling NLP indexing pipelines with KEDA and Haystack β€” Part 1: The Application
MLOps
NLP
LLM
Python
Deployment
Kristof Herrmann
Kristof Herrmann Software Engineer

Scaling NLP indexing pipelines with KEDA and Haystack β€” Part 1: The Application

Enabling retrieval-augmented generative question answering with LLMs

May 1, 2023
Scaling NLP indexing pipelines with KEDA and Haystack β€” Part 2: The Deployment
MLOps
NLP
LLM
Python
Deployment
Kristof Herrmann
Kristof Herrmann Software Engineer

Scaling NLP indexing pipelines with KEDA and Haystack β€” Part 2: The Deployment

Enabling retrieval-augmented generative question answering with LLMs

May 1, 2023
Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLM
Agent
Tuana Celik
Tuana Γ‡elik Developer Relations Lead

Introducing Agents in Haystack: Make LLMs resolve complex tasks

LLMs can now make use of the right tools to resolve complex queries and tasks

March 30, 2023
Build a Search Engine with GPT-3
LLM
NLP
GPT
Generative AI
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer

Build a Search Engine with GPT-3

Combine the power of large language models with a corpus of your choice to generate natural-sounding answers that are grounded in facts

January 31, 2023

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