Haystack Blog
Articles about Haystack, NLP, LLMs and open source tools.
LLM
![PDF-Based Question Answering with Amazon Bedrock and Haystack](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/pdf-qa-application-with-bedrock/thumbnail.png)
PDF-Based Question Answering with Amazon Bedrock and Haystack
Create a generative QA application tailored for PDF files using Amazon Bedrock
January 17, 2024![Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/mixtral-8x7b-healthcare-chatbot/thumbnail.png)
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](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/gemini-models-with-google-vertex-for-haystack/thumbnail.jpg)
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![Use Gradient Models with Haystack Pipelines](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/using-gradient-models-with-haystack/thumbnail.png)
Use Gradient Models with Haystack Pipelines
Introducing the new Haystack Integration, allowing you to easily fine-tune and deploy models on the Gradient platform which you can use in Haystack pipelines
December 11, 2023![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)
Using Generative AI to Query Large BI Tables: Our Findings
We evaluated different LLM-based approaches to text-to-SQL
November 29, 2023![Guide to Using Zephyr Models to Generate Answers on Your Data](https://haystack-home-a1e7cu37p-deepset-ai.vercel.app/blog/guide-to-using-zephyr-with-haystack2/thumbnail.png)
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
November 6, 2023![Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview](https://haystack-home-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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-a1e7cu37p-deepset-ai.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, 2023No articles found
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