Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
LLM
![Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/customizing-rag-to-summarize-hacker-news-posts-with-haystack2/thumbnail.png)
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](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/talk-to-youtube-videos-with-haystack-pipelines/thumbnail.png)
Talk to YouTube Videos with Haystack Pipelines
Use Whisper to provide YouTube videos as context for retrieval augmented generation
September 8, 2023![Talk to Haystack Docs: Creating a Domain-Focused Q&A RAG Pipeline with WebRetriever](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/talk-to-haystack-docs/thumbnail.png)
Talk to Haystack Docs: Creating a Domain-Focused Q&A RAG Pipeline with WebRetriever
How to create a domain-focused Question and Answering (Q&A) system using Haystack's WebRetriever and RAG pipeline
September 4, 2023![Generative Documentation Q&A with Weaviate and Haystack](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/generative-documentation-qa-with-weaviate-and-haystack/thumbnail.png)
Generative Documentation Q&A with Weaviate and Haystack
A guide to building a retrieval augmented generative pipeline for referenced documentation search.
September 2, 2023![Enhancing RAG Pipelines in Haystack: Introducing DiversityRanker and LostInTheMiddleRanker](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/enhancing-rag-pipelines-in-haystack/thumbnail.png)
Enhancing RAG Pipelines in Haystack: Introducing DiversityRanker and LostInTheMiddleRanker
How the latest rankers optimize LLM context window utilization in Retrieval-Augmented Generation (RAG) pipelines
August 29, 2023![Good Listener: How Memory Enables Conversational Agents](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/memory-conversational-agents/thumbnail.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-i3cz2qcki-deepset-overnice.vercel.app/blog/what-is-an-llm/thumbnail.png)
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-i3cz2qcki-deepset-overnice.vercel.app/blog/beginners-guide-to-llm-prompting/thumbnail.png)
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![Generative vs. Extractive Language Models](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/generative-vs-extractive-models/thumbnail.png)
Generative vs. Extractive Language Models
Which one is right for your use case?
May 22, 2023![How to Prevent Prompt Injections: An Incomplete Guide](https://haystack-home-i3cz2qcki-deepset-overnice.vercel.app/blog/how-to-prevent-prompt-injections/thumbnail.jpg)
How to Prevent Prompt Injections: An Incomplete Guide
Learn how to prevent prompt injections leveraging our new open-source model and dataset.
May 19, 2023No articles found
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