Haystack Blog

Articles about Haystack, NLP, LLMs and open source tools.

Tuana Çelik

Gemini Models with Google Vertex AI Integration for Haystack
RAG
Haystack 2.0
LLM
Tuana Celik
Tuana Çelik Lead Developer Advocate
Tilde Thurium
Tilde Thurium Senior Developer Advocate
Silvano Cerza
Silvano Cerza Senior Software Engineer

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
Open Source
Community
Haystack 2.0
Model Training
MLOps
LLM
Tuana Celik
Tuana Çelik Lead Developer Advocate

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
Introducing Haystack 2.0-Beta and Advent of Haystack
Open Source
Community
Haystack 2.0
Tuana Celik
Tuana Çelik Lead Developer Advocate
Massimiliano Pippi
Massimiliano Pippi Core Engineering Lead

Introducing Haystack 2.0-Beta and Advent of Haystack

Have a look into our first commitment to what will eventually become Haystack 2.0

December 4, 2023
Guide to Using Zephyr Models to Generate Answers on Your Data
Haystack 2.0
LLM
Open Source
Stefano Fiorucci
Stefano Fiorucci Open Source Engineer
Tuana Celik
Tuana Çelik Lead Developer Advocate

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
RAG
Haystack 2.0
LLM
Tuana Celik
Tuana Çelik Lead Developer Advocate

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
LLM
Generative AI
Retrieval
RAG
Tuana Celik
Tuana Çelik Lead Developer Advocate

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
LLM
Generative AI
Retrieval
Prompting
RAG
Tuana Celik
Tuana Çelik Lead Developer Advocate

Generative Documentation Q&A with Weaviate and Haystack

A guide to building a retrieval augmented generative pipeline for referenced documentation search.

September 2, 2023
Share and Use Prompts with PromptHub
Prompting
Community
Integration
Tuana Celik
Tuana Çelik Lead Developer Advocate
Sara Zanzottera
Sara Zanzottera Open Source Engineer

Share and Use Prompts with PromptHub

A new tool to pull in prompts into your Haystack PromptNode, share them, and collaborate

June 29, 2023
Introducing Agents in Haystack: Make LLMs resolve complex tasks
LLM
Agent
Tuana Celik
Tuana Çelik Lead Developer Advocate

Introducing Agents in Haystack: Make LLMs resolve complex tasks

LLMs can now make use of the right tools to resolve complex queries and tasks

March 30, 2023
The Definitive Guide to BERT Models
NLP
Model Training
Tuana Celik
Tuana Çelik Lead Developer Advocate

The Definitive Guide to BERT Models

The BERT language model greatly improved the standard for language models. This article explains BERT’s history and the language models derived from it.

January 16, 2023

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