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Haystack Blog

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

Self-Improving AI Systems: A Log-Analysis Agent on NVIDIA DGX Spark
Agent
Tracing
Monitoring
Deployment
Integrations
Advanced Use Cases
DGX Spark
Local AI
Julian Risch
Julian Risch Open Source Team Lead
Sebastian Husch Lee
Sebastian Husch Lee Open Source Tech Lead

Self-Improving AI Systems: A Log-Analysis Agent on NVIDIA DGX Spark

A Haystack agent analyzes recorded traces of a citizen-services AI assistant and improves it, all with local models on an NVIDIA DGX Spark.

October 7, 2026
Context Engineering for Agentic Systems: What Goes Into Your Agent's Mind
Agent
LLM
Prompting
Context Engineering
Kacper Lukawski
Kacper Łukawski Lead DevRel at Deepset

Context Engineering for Agentic Systems: What Goes Into Your Agent's Mind

A practical introduction to context engineering - what fills the LLM context window in agentic systems, why it matters, and how to keep it under control.

April 20, 2026
Build an Agentic RAG Pipeline in deepset Studio
Agent
deepset Studio
Advanced Use Cases
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

Build an Agentic RAG Pipeline in deepset Studio

Use deepset Studio to build an agentic Haystack pipeline with a fallback mechanism for dynamic web search

January 14, 2025
Create a Swarm of Agents
Agent
Function Calling
Stefano Fiorucci
Stefano Fiorucci AI/Software Engineer

Create a Swarm of Agents

Easy creation of multi-agent systems

November 26, 2024
Building a Multimodal Nutrition Agent
Agent
Multimodality
Moshe Berchansky
Moshe Berchansky AI Research Engineer at Intel Labs
Bilge Yucel
Bilge Yücel Sr. DevRel Engineer

Building a Multimodal Nutrition Agent

Use fastRAG and Haystack to build an agent that can process text and image data

November 7, 2024
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
Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLM
Agent
Tuana Celik
Tuana Çelik

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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