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Streamline RAG with New Document Preprocessing Features

Snowflake

As organizations increasingly seek to enhance decision-making and drive operational efficiencies by making knowledge in documents accessible via conversational applications, a RAG-based application framework has quickly become the most efficient and scalable approach. Until now, document preparation (e.g.

SQL 68
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Unlocking Faster Insights: How Cloudera and Cohere can deliver Smarter Document Analysis

Cloudera

Document analysis is crucial for efficiently extracting insights from large volumes of text. For example, cancer researchers can use document analysis to quickly understand the key findings of thousands of research papers on a certain type of cancer, helping them identify trends and knowledge gaps needed to set new research priorities.

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Streamline Operations and Empower Business Teams to Unlock Unstructured Data with Document AI 

Snowflake

It is estimated that between 80% and 90% of the world’s data is unstructured 1 , with text files and documents making up a significant portion. Every day, countless text-based documents, like contracts and insurance claims, are stored for safekeeping. Neither stage requires any ML- or application-development experience.

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Data Migration Strategies For Large Scale Systems

Data Engineering Podcast

Summary Any software system that survives long enough will require some form of migration or evolution. When that system is responsible for the data layer the process becomes more challenging. As you have gone through successive migration projects, how has that influenced the ways that you think about architecting data systems?

Systems 130
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How to Implement a Basic Reranking System in RAG

KDnuggets

A practical guide to easily implement a reranker capable of putting together multiple document scoring criteria in RAG systems

Systems 66
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How to Update Documents in Elasticsearch

Rockset

When building applications on change data capture (CDC) data using Elasticsearch, you’ll want to architect the system to handle frequent updates or modifications to the existing documents in an index. The index API retrieves the entire document, makes changes to the document and then reindexes the document.

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An Essential Guide To PRINCE2 Documents

Edureka

Every project aspect is bound to be thoroughly documented and readily available because of the structure and clarity these Prince2 Certification offer. We’ll define the essential PRINCE2 Documents, discuss their goals, and examine how they support efficient project management during this post.

Project 40