AutoRAG: An Automated Tool for Optimizing Generation Pipelines with Increased Recovery
Retrieval-Augmented Generation (RAG) is a framework that improves language models by combining two main components: Retriever and Generator. A RAG ...
Tag: Automated
AFlow: A New AI Framework for Automated Workflow Optimization
The challenge lies in generating effective agent workflows for large language models (LLM). Despite their notable capabilities across multiple tasks, ...
Automated invoice processing: An AP workflow guide
It's peak season, and your inbox is overflowing with invoices. The hours tick by as you manually enter data, cross-reference ...
Exposing Vulnerabilities in LLM Automated Benchmarks: The Need for Stronger Anti-Cheat Mechanisms
Automatic benchmarks such as AlpacaEval 2.0, Arena-Hard-Auto, and MTBench have gained popularity for evaluating LLM due to their affordability and ...
Archon: A machine learning framework for improving large language models using automated inference-time architecture search to improve task performance
artificial intelligence has made notable progress with the development of large language models (LLMs), which have significantly impacted several domains, ...
Automated Code Fix Tips for Accessibility Issues in Mobile Apps
Accessibility is crucial for inclusive usability of apps, however, developers often struggle to identify and fix app accessibility issues due ...
Automated Indication Engineering: The Ultimate Practical Guide | by Heiko Hotz | September 2024
Learn how to automate rapid engineering and achieve significant performance improvements in your LLM workloadAuthor Image — Created with Image ...
Productionizing a RAG App. Adding evaluation, automated data… | by Ed Izaguirre | Aug, 2024
Adding evaluation, automated data pulling, and other improvements.From Film Search to Rosebud . Image from Unsplash.Table of ContentsIntroductionOffline EvaluationOnline EvaluationAutomated ...
LEAN-GitHub: A large-scale dataset to advance automated theorem proving
Theorem proving in mathematics faces increasing challenges due to the increasing complexity of proofs. Formalized systems such as Lean, Isabelle, ...
MIT researchers advance automated interpretation of AI models | MIT News
As ai models become increasingly common and are integrated into diverse sectors such as healthcare, finance, education, transportation, and entertainment, ...
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