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Advanced Retrieval: Extract Metadata from Queries to Improve Retrieval
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
Bilge Yücel
May 20
PDF-Based Question Answering with Amazon Bedrock and Haystack
PDF-Based Question Answering with Amazon Bedrock and Haystack
Create a generative QA application tailored for PDF files using Amazon Bedrock
Bilge Yücel
Jan 18
Gemini Models with Google Vertex AI Integration for Haystack
Gemini Models with Google Vertex AI Integration for Haystack
Multi-Modal components and function calling with the new Gemini integrations for Haystack
Tuana Çelik
Dec 18, 2023
Using Generative AI to Query Large BI Tables: Our Findings
Using Generative AI to Query Large BI Tables: Our Findings
We evaluated different LLM-based approaches to text-to-SQL.
Isabelle Nguyen
Dec 15, 2023
Guide to Using Zephyr Models to Generate Answers on Your Data
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
Tuana Çelik
Dec 8, 2023
Multilingual Generative Question Answering with Haystack and Cohere
Multilingual Generative Question Answering with Haystack and Cohere
Build a RAG pipeline for multilingual hotel reviews using Cohere models and Haystack
Bilge Yücel
Nov 8, 2023
Customizing RAG Pipelines to Summarize Latest Hacker News Posts with Haystack 2.0 Preview
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…
Tuana Çelik
Sep 22, 2023
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