This need for efficiency led to the widespread adoption of the JPEG format. Modern JPEG alternatives continue to follow this ...

In this talk, the authors share some of our company’s key learnings in developing customer-facing LLM-powered applications deployed across Europe. They used multi-agent architecture and systems design ...

AI coding assistants can boost productivity, but a human in the driver's seat is still essential. Here are eight ways to keep ...

Explore key features and benefits of retrieval augmented generation (RAG) to seamlessly integrate information retrieval to ...

The true wonder of GenAI is how it takes learned patterns and produces something genuinely fresh—be it drafting a short story ...

The Chicago Blackhawks took Vinnie Hinostroza in the sixth round of the 2012 draft. A year later, they drafted Ryan Hartman ...

将推理与RAG相结合仍面临挑战，例如复杂查询需要多步分解，且LLMs难以生成精确的子查询，导致检索效率低下。 人类思维过程与 DeepRAG 的对应关系。具体来说，检索叙事确保了结构化和自适应的检索流程，根据之前检索到的信息生成子查询，并且原子决策动态 ...

Talk about an ingenious — or should we say, in-jeanius? — fashion hack. While Rag & Bone’s Miramar jeans are a dead ringer for denim, they’re just as soft as sweatpants — and right now ...

It’s performed during pre-retrieval, before the information retrieval step in a RAG scenario. Query rewriting can be approached in three ways: Rules-based—using predefined rules and patterns to modify ...

In regard to language models, most of us are familiar with systems such as Perplexity, Notebook LM and ChatGPT-4o, that can incorporate novel external information in a Retrieval Augmented Generation ...

President Donald Trump on Monday signed off on a 30-day deal with Mexico to avoid a trade war which would have saw a tariff of up to 25 percent tax on common goods. But, you will still need to ...