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Haystack Blog

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

Haystack 2.0

Building RAG Applications with NVIDIA NIM and Haystack on K8s
Integrations
Haystack 2.0
Anshul Jindal
Anshul Jindal Senior Solution Architect - Cloud Services at NVIDIA
Meriem Bendris
Meriem Bendris Senior Solution Architect - AI at NVIDIA
Tuana Celik
Tuana Çelik
Tilde Thurium
Tilde Thurium

Building RAG Applications with NVIDIA NIM and Haystack on K8s

How to self-host and orchestrate NVIDIA NIMs for Haystack RAG pipelines in Kubernetes.

June 2, 2024
Chatting with SQL Databases 3 Ways
SQL
Haystack 2.0
Function Calling
Tuana Celik
Tuana Çelik

Chatting with SQL Databases 3 Ways

Using Haystack to talk to SQL in natural language

April 22, 2024
Hosted or self-hosted RAG? Full flexibility with NVIDIA NIM integration in Haystack 2.0
Haystack 2.0
Integration
Malte Pietsch
Malte Pietsch Co-Founder & CTO

Hosted or self-hosted RAG? Full flexibility with NVIDIA NIM integration in Haystack 2.0

New integrations with microservices from the NVIDIA AI Enterprise software platform, including NVIDIA NIM and NeMo Retriever, now allow you to iterate even faster across your RAG development cycle

March 18, 2024
Haystack 2.0:  The Composable Open-Source LLM Framework
Haystack 2.0
Open Source
Massimiliano Pippi
Massimiliano Pippi Core Engineering Lead
Tuana Celik
Tuana Çelik

Haystack 2.0: The Composable Open-Source LLM Framework

Meet Haystack 2.0, a more flexible, customizable LLM framework

March 11, 2024
Announcing the Astra DB Haystack Integration
Embeddings
Haystack 2.0
Vector Databases
Tilde Thurium
Tilde Thurium

Announcing the Astra DB Haystack Integration

Learn how to use the new Astra DB integrations for Haystack 2.0 in your RAG pipelines.

January 19, 2024
PDF-Based Question Answering with Amazon Bedrock and Haystack
Generative AI
LLM
Haystack 2.0
Integration
Question Answering
Bilge Yucel
Bilge Yücel Developer Relations Engineer

PDF-Based Question Answering with Amazon Bedrock and Haystack

Create a generative QA application tailored for PDF files using Amazon Bedrock

January 17, 2024
Highlights of 2023
Open Source
Haystack 2.0
Community
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Highlights of 2023

A Year of Growth: Highlights from 2023 for Haystack and our Community

January 5, 2024
Building a Healthcare Chatbot with Mixtral 8x7b, Haystack, and PubMed
RAG
LLM
Haystack 2.0
Tilde Thurium
Tilde Thurium

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
RAG
Haystack 2.0
LLM
Tuana Celik
Tuana Çelik
Tilde Thurium
Tilde Thurium
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

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

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