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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
Deploy AI Pipelines Faster with Hayhooks
Hayhooks
Deployment
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer
Michele Pangrazzi
Michele Pangrazzi Senior Software Engineeer

Deploy AI Pipelines Faster with Hayhooks

Turn Haystack pipelines into production-ready REST APIs or expose them as MCP tools with full customization and minimal code

May 12, 2025
Deploying RAG to Production
Deployment
Generative AI
MLOps
Retrieval
Isabelle Nguyen
Isabelle Nguyen Technical Content Writer
Kristof Herrmann
Kristof Herrmann Software Engineer

Deploying RAG to Production

How to go from a working prototype to a retrieval augmented generative AI system in production: an overview for data scientists

September 13, 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
Scaling NLP indexing pipelines with KEDA and Haystack โ€” Part 1: The Application
MLOps
NLP
LLM
Python
Deployment
Kristof Herrmann
Kristof Herrmann Software Engineer

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

Enabling retrieval-augmented generative question answering with LLMs

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

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

Enabling retrieval-augmented generative question answering with LLMs

May 1, 2023

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