Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
RAG
Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed
Learn how to create a custom medical chatbot using PubMed and Mixtral 8x7B for keyword and answer generation
January 2, 2024
Gemini Models with Google Vertex AI Integration for Haystack
Multi-Modal components and function calling with the new Gemini integrations for Haystack
December 18, 2023
Using Generative AI to Query Large BI Tables: Our Findings
We evaluated different LLM-based approaches to text-to-SQL
November 29, 2023
RAG Pipelines From Scratch
Let's build a simple RAG Pipeline with Haystack 2.0 by just connecting three components: a Retriever, a PromptBuilder and a Generator.
November 21, 2023
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
September 22, 2023
Talk to YouTube Videos with Haystack Pipelines
Use Whisper to provide YouTube videos as context for retrieval augmented generation
September 8, 2023
Generative Documentation Q&A with Weaviate and Haystack
A guide to building a retrieval augmented generative pipeline for referenced documentation search.
September 2, 2023