Retrieval-Augmented Generation – Page 6 – Experimental News Clipping Site

Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI

Feb 20, 2025

—

by

Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-your-gen-ai-app-velocity-with-inference-as-a-service/ Source: Cloud Blog Title: Unlock Inference-as-a-Service with Cloud Run and Vertex AI Feedly Summary: It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party…

Hacker News: Show HN: Mastra – Open-source TypeScript agent framework

Feb 19, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://github.com/mastra-ai/mastra Source: Hacker News Title: Show HN: Mastra – Open-source TypeScript agent framework Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Mastra, a TypeScript framework designed to facilitate the rapid development of AI applications. It emphasizes key functionalities such as LLM model integration, agent systems, workflows, and retrieval-augmented generation…

Hacker News: Evaluating RAG for large scale codebases

Feb 14, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://www.qodo.ai/blog/evaluating-rag-for-large-scale-codebases/ Source: Hacker News Title: Evaluating RAG for large scale codebases Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of a robust evaluation framework for a RAG-based system used in generative AI coding assistants. It outlines unique challenges in evaluating RAG systems, methods for assessing output correctness,…

Simon Willison’s Weblog: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model

Feb 12, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://simonwillison.net/2025/Feb/12/nomic-embed-text-v2/#atom-everything Source: Simon Willison’s Weblog Title: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model Feedly Summary: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model Nomic continue to release the most interesting and powerful embedding models. Their latest is Embed Text V2, an Apache 2.0 licensed multi-lingual 1.9GB…

Simon Willison’s Weblog: Building a SNAP LLM eval: part 1

Feb 12, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://simonwillison.net/2025/Feb/12/building-a-snap-llm/#atom-everything Source: Simon Willison’s Weblog Title: Building a SNAP LLM eval: part 1 Feedly Summary: Building a SNAP LLM eval: part 1 Dave Guarino (previously) has been exploring using LLM-driven systems to help people apply for SNAP, the US Supplemental Nutrition Assistance Program (aka food stamps). This is a domain which existing models…

Hacker News: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Feb 7, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://arxiv.org/abs/2405.14831 Source: Hacker News Title: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents HippoRAG, an innovative framework designed to enhance the long-term memory capabilities of Large Language Models (LLMs) by emulating neurobiological processes. This work is particularly relevant for AI…

Hacker News: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

Feb 4, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://arxiv.org/abs/2502.01142 Source: Hacker News Title: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a novel framework called DeepRAG, designed to improve the reasoning capabilities of Large Language Models (LLMs) by enhancing the retrieval-augmented generation process. This is particularly…

Simon Willison’s Weblog: OpenAI reasoning models: Advice on prompting

Feb 2, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://simonwillison.net/2025/Feb/2/openai-reasoning-models-advice-on-prompting/ Source: Simon Willison’s Weblog Title: OpenAI reasoning models: Advice on prompting Feedly Summary: OpenAI reasoning models: Advice on prompting OpenAI’s documentation for their o1 and o3 “reasoning models" includes some interesting tips on how to best prompt them: Developer messages are the new system messages: Starting with o1-2024-12-17, reasoning models support developer…

Cloud Blog: Announcing the general availability of Spanner Graph

Jan 30, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…

The Register: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba?

Jan 30, 2025

—

by

Kurt Seifried

in Uncategorized

Source URL: https://www.theregister.com/2025/01/30/alibaba_qwen_ai/ Source: The Register Title: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba? Feedly Summary: Qwen 2.5 Max tops both DS V3 and GPT-4o, cloud giant claims Analysis The speed and efficiency at which DeepSeek claims to be training large language models (LLMs) competitive with…

Tag: Retrieval-Augmented Generation