knowledge base – Page 6 – Experimental News Clipping Site

AWS News Blog: Amazon Bedrock Marketplace: Access over 100 foundation models in one place

Dec 4, 2024

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Source URL: https://aws.amazon.com/blogs/aws/amazon-bedrock-marketplace-access-over-100-foundation-models-in-one-place/ Source: AWS News Blog Title: Amazon Bedrock Marketplace: Access over 100 foundation models in one place Feedly Summary: Discover, test, and use over 100 emerging, and specialized foundation models with the tooling, security, and governance provided by Amazon Bedrock. AI Summary and Description: Yes **Summary:** The introduction of Amazon Bedrock Marketplace simplifies…

Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex

Dec 4, 2024

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Source URL: https://cloud.google.com/blog/products/databases/llamaindex-integrates-with-alloydb-and-cloud-sql-for-postgresql/ Source: Cloud Blog Title: Build agentic RAG on Google Cloud databases with LlamaIndex Feedly Summary: AI agents are revolutionizing the landscape of gen AI application development. Retrieval augmented generation (RAG) has significantly enhanced the capabilities of large language models (LLMs), enabling them to access and leverage external data sources such as databases.…

Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations

Dec 2, 2024

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…

AWS News Blog: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock

Dec 2, 2024

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Source URL: https://aws.amazon.com/blogs/aws/new-rag-evaluation-and-llm-as-a-judge-capabilities-in-amazon-bedrock/ Source: AWS News Blog Title: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock Feedly Summary: Evaluate AI models and applications efficiently with Amazon Bedrock’s new LLM-as-a-judge capability for model evaluation and RAG evaluation for Knowledge Bases, offering a variety of quality and responsible AI metrics at scale. AI Summary and Description:…

AWS News Blog: New APIs in Amazon Bedrock to enhance RAG applications, now available

Dec 1, 2024

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Source URL: https://aws.amazon.com/blogs/aws/new-apis-in-amazon-bedrock-to-enhance-rag-applications-now-available/ Source: AWS News Blog Title: New APIs in Amazon Bedrock to enhance RAG applications, now available Feedly Summary: With custom connectors and reranking models, you can enhance RAG applications by enabling direct ingestion to knowledge bases without requiring a full sync, and improving response relevance through advanced re-ranking models. AI Summary and…

Cloud Blog: Create a self-escalating chatbot in Conversational Agents using Webhook and Generators

Nov 22, 2024

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/create-a-self-escalating-chatbot-in-conversational-agents/ Source: Cloud Blog Title: Create a self-escalating chatbot in Conversational Agents using Webhook and Generators Feedly Summary: As conversational AI becomes a core part of the user experience, it’s crucial for application developers to build chatbots that not only provide accurate information, but also know the right time to escalate to a…

Cloud Blog: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide

Nov 22, 2024

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/learn-how-to-create-an-ai-agent-for-trip-planning-with-gemini-1-5-pro/ Source: Cloud Blog Title: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide Feedly Summary: Gemini 1.5 Pro is creating new possibilities for developers to build AI agents that streamline the customer experience. In this post, we’ll focus on a practical application that has emerged in the…

Hacker News: All-in-one embedding model for interleaved text, images, and screenshots

Nov 17, 2024

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Source URL: https://blog.voyageai.com/2024/11/12/voyage-multimodal-3/ Source: Hacker News Title: All-in-one embedding model for interleaved text, images, and screenshots Feedly Summary: Comments AI Summary and Description: Yes Summary: The text announces the release of voyage-multimodal-3, a cutting-edge multimodal embedding model that enhances the capability of semantic search and retrieval tasks involving both text and images. Its ability to…

Cloud Blog: Efficiency engine: How three startups deliver results faster with Vertex AI

Nov 12, 2024

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Source URL: https://cloud.google.com/blog/topics/startups/how-three-startups-deliver-results-faster-with-vertex-ai/ Source: Cloud Blog Title: Efficiency engine: How three startups deliver results faster with Vertex AI Feedly Summary: Have you heard of the monkey and the pedestal? Astro Teller, the head of Google’s X “moonshot factory,” likes to use this metaphor to describe tackling the biggest challenge first, despite being tempted by the…

Hacker News: Ask HN: Local RAG with private knowledge base

Oct 30, 2024

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Source URL: https://news.ycombinator.com/item?id=41968366 Source: Hacker News Title: Ask HN: Local RAG with private knowledge base Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses considerations related to Document Retrieval-Augmented Generation (RAG) strategies in the context of utilizing large language models (LLMs). Specifically, it emphasizes the importance of document formatting and preprocessing for…

Tag: knowledge base