Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
Isabelle Nguyen
![Using Generative AI to Query Large BI Tables: Our Findings](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/business-intelligence-sql-queries-llm/thumbnail.jpg)
![Michel Bartels](/images/authors/michel-bartels.jpg)
![Bijay Gurung](/images/authors/bijay-gurung.jpg)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
Using Generative AI to Query Large BI Tables: Our Findings
We evaluated different LLM-based approaches to text-to-SQL
November 29, 2023![Deploying RAG to Production](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/rag-deployment/thumbnail.jpg)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
![Kristof Herrmann](/images/authors/kristof-herrmann.jpg)
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![Hybrid Document Retrieval](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/hybrid-retrieval/thumbnail.jpg)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
Hybrid Document Retrieval
Why use one retriever when you can have two?
August 22, 2023![Question Answering in the Cockpit](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/airbus-case-study/thumbnail.jpg)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
Question Answering in the Cockpit
How Airbus used Haystack to build a combined table and text QA system for pilots, aircraft maintenance workers, and others
July 26, 2023![Good Listener: How Memory Enables Conversational Agents](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/memory-conversational-agents/thumbnail.jpg)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
Good Listener: How Memory Enables Conversational Agents
...and how we've implemented it in Haystack
July 7, 2023![What Is a Large Language Model (LLM)?](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/what-is-an-llm/thumbnail.png)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
What Is a Large Language Model (LLM)?
An introduction to LLMs and how you can use them in your own applications with Haystack
June 23, 2023![The Beginner's Guide to LLM Prompting](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/beginners-guide-to-llm-prompting/thumbnail.png)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
The Beginner's Guide to LLM Prompting
How to engineer your natural language prompts to get the best answers from a large language model
June 15, 2023![Build a Search Engine with GPT-3](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/build-a-search-engine-with-gpt-3/thumbnail.png)
![Isabelle Nguyen](/images/authors/isabelle-nguyen.jpg)
Build a Search Engine with GPT-3
Combine the power of large language models with a corpus of your choice to generate natural-sounding answers that are grounded in facts
January 31, 2023No articles found
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