Haystack Blog

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

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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
Run Haystack Pipelines in production with Ray Serve
Integration
Deployment
MLOps
Massimiliano Pippi
Massimiliano Pippi Core Engineering Lead

Run Haystack Pipelines in production with Ray Serve

A guide to scale Haystack pipelines for production with Ray Serve

June 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
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 — Part 1: The Application
MLOps
NLP
LLM
Python
Deployment
Kristof Herrmann
Kristof Herrmann Software Engineer

Scaling NLP indexing pipelines with KEDA and Haystack — Part 1: The Application

Enabling retrieval-augmented generative question answering with LLMs

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

Scaling NLP indexing pipelines with KEDA and Haystack — Part 2: The Deployment

Enabling retrieval-augmented generative question answering with LLMs

May 1, 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
Writing Professional Python Logs
Python
Kristof Herrmann
Kristof Herrmann Software Engineer

Writing Professional Python Logs

Best Practices and Essential Tips for Effective Python Logging in Your Projects

April 13, 2023
Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLM
Agent
Tuana Celik
Tuana Çelik Lead Developer Advocate

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

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