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Haystack Blog

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

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Benchmarking Haystack Pipelines for Optimal Performance
Evaluation
RAG
David Batista
David Batista Senior NLP Engineer

Benchmarking Haystack Pipelines for Optimal Performance

Step-by-step instructions to evaluate and optimize your RAG pipeline's performance

June 24, 2024
RAG Evaluation with Prometheus 2
Evaluation
Stefano Fiorucci
Stefano Fiorucci Open Source Engineer

RAG Evaluation with Prometheus 2

Prometheus 2 is a SOTA open-source model trained specifically for evaluation. Learn about how it works, and how to evaluate RAG pipelines with it.

June 17, 2024
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 Lead Developer Advocate
Tilde Thurium
Tilde Thurium Senior Developer Advocate

Building RAG Applications with NVIDIA NIM and Haystack on K8s

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

June 2, 2024
Monitor and trace your Haystack pipelines with Langfuse
Monitoring
Evaluation
Tracing
Tilde Thurium
Tilde Thurium Senior Developer Advocate

Monitor and trace your Haystack pipelines with Langfuse

With the new Langfuse integration, it's easier than ever to have visibility into how your pipelines are performing.

May 17, 2024
Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval
Retrieval
RAG
Advanced Use Cases
David Batista
David Batista Senior NLP Engineer
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval

Use LLMs to extract metadata from queries to use as filters that improve retrieval in RAG applications.

May 13, 2024
Chatting with SQL Databases 3 Ways
SQL
Haystack 2.0
Function Calling
Tuana Celik
Tuana Çelik Lead Developer Advocate

Chatting with SQL Databases 3 Ways

Using Haystack to talk to SQL in natural language

April 22, 2024
Level up Your RAG Application with Speaker Diarization
RAG
Generative AI
Multimodality
Misra Turp
Mısra Turp Developer Educator @AssemblyAI
Bilge Yucel
Bilge Yücel Developer Relations Engineer

Level up Your RAG Application with Speaker Diarization

Leverage speaker labels with AssemblyAI and Haystack

March 21, 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 Lead Developer Advocate

Haystack 2.0: The Composable Open-Source LLM Framework

Meet Haystack 2.0, a more flexible, customizable LLM framework

March 11, 2024

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