Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
RAG
Announcing Our New Short Course with DeepLearning.AI
Enroll in "Building AI Applications with Haystack"
August 21, 2024
Advanced RAG: Query Expansion
Expand keyword queries to improve recall and provide more context to RAG.
August 14, 2024
Benchmarking Haystack Pipelines for Optimal Performance
Step-by-step instructions to evaluate and optimize your RAG pipeline's performance
June 24, 2024
Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval
Use LLMs to extract metadata from queries to use as filters that improve retrieval in RAG applications.
May 13, 2024
Level up Your RAG Application with Speaker Diarization
Leverage speaker labels with AssemblyAI and Haystack
March 21, 2024
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, 2023No articles found
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