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Using Llamafiles for Embeddings in Local RAG Applications

Using Llamafiles for Embeddings in Local RAG Applications
mozilla.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from mozilla.org Daily Mail and Mail on Sunday newspapers.

Kate Silverstein , Using Llamafiles , Massive Text Embedding Benchmark , Statistical Comparisons , Multiple Data Sets , Janez Dem ,

Exploring Hacker News by mapping and analyzing 40 million posts and comments for fun

Exploring Hacker News by mapping and analyzing 40 million posts and comments for fun
blog.wilsonl.in - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from blog.wilsonl.in Daily Mail and Mail on Sunday newspapers.

New South Wales , United States , City Of , United Kingdom , Matthew Conlen , Exploring Hacker News , Hacker News , Massive Text Embedding Benchmark , Internet Archive , Manifold Approximation , Google Maps , Density Estimation , San Jose ,

Jina AI Launches World's First Open-Source 8K Text Embedding, Rivaling OpenAI

Jina AI introduces jina-embeddings-v2, the world s first open-source model boasting an 8K context length. Matching the prowess of OpenAI s proprietary models, this innovation is now publicly accessible on Huggingface, signaling a significant milestone in the landscape of text embeddings. ....

Han Xiao , Massive Text Embedding Benchmark , Classification Average , Reranking Average , Retrieval Average , Extended Context Potential , Document Analysis , Different Needs ,

Patterns for Building LLM-based Systems & Products

Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback. ....

United States , Anderson Darario , Wen Yang , Erick Enriquez , Jonathan Frankle , Faraz Farzin , Iryna Gurevych , Sebastian Ruder , Google Bard , Dmitrya Yashunin , Percy Liang , Xiang Lisa , Dan White , Akash Kumar Mohankumar , Siddhi Sundar , Tim Dettmers , Eval Driven Development , International Conference On Machine , Anisotropic Vector Quantization International Conference On Machine , Community License Agreement Section , Journal Of Machine Learning Research , Association For Computational Linguistics , Mission Impossible , Bilingual Evaluation Understudy , Recall Oriented Understudy , Gisting Evaluation ,