Design Haystack AI Applications Visually with deepset Studio & NVIDIA NIMs

Visually architect agentic AI applications with deepset Studio

Advanced RAG: Query Decomposition & Reasoning

Decompose queries that are multiples in disguise and have an LLM reason about the final answer.

Announcing Our New Short Course with DeepLearning.AI

Enroll in "Building AI Applications with Haystack"

Advanced RAG: Query Expansion

Expand keyword queries to improve recall and provide more context to RAG.

Building RAG Applications with NVIDIA NIM and Haystack on K8s

How to self-host and orchestrate NVIDIA NIM for Haystack RAG pipelines in Kubernetes.

Chatting with SQL Databases 3 Ways

Using Haystack to talk to SQL in natural language

Haystack 2.0: The Composable Open-Source LLM Framework

Meet Haystack 2.0, a more flexible, customizable LLM framework

Gemini Models with Google Vertex AI Integration for Haystack

Multi-Modal components and function calling with the new Gemini integrations for Haystack

Guide to Using Zephyr Models to Generate Answers on Your Data

Learn how to use the new Zephyr models in Haystack 2.0 pipelines with the upcoming HuggingFaceLocalGenerator

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

Building My First Python Package with Poetry

Creating the Python SDK for Cumul.io (now Luzmo) and packaging it with Poetry

Generative Documentation Q&A with Weaviate and Haystack

A guide to building a retrieval augmented generative pipeline for referenced documentation search.