Tag: embeddings
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Cloud Blog: Google Cloud named a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools
Source URL: https://cloud.google.com/blog/products/data-analytics/a-leader-in-gartner-magic-quadrant-for-data-integration-tools/ Source: Cloud Blog Title: Google Cloud named a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools Feedly Summary: We’re excited to share that Gartner has recognized Google as a Leader in the 2024 Gartner® Magic Quadrant™ for Data Integration Tools. As a Leader in this report, we believe Google’s…
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Cloud Blog: How HighLevel built an AI marketing platform with Firestore
Source URL: https://cloud.google.com/blog/products/databases/highlevel-migrates-workloads-to-firestore/ Source: Cloud Blog Title: How HighLevel built an AI marketing platform with Firestore Feedly Summary: HighLevel is an all-in-one sales and marketing platform built for agencies. We empower businesses to streamline their operations with tools like CRM, marketing automation, appointment scheduling, funnel building, membership management, and more. But what truly sets HighLevel…
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Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex
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.…
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Hacker News: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques
Source URL: https://github.com/athina-ai/rag-cookbooks Source: Hacker News Title: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines a comprehensive resource on advanced Retrieval-Augmented Generation (RAG) techniques, which enhance the accuracy and relevance of responses generated by Large Language Models (LLMs) by integrating external…
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Hacker News: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking
Source URL: https://www.pinecone.io/blog/cascading-retrieval/ Source: Hacker News Title: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking Feedly Summary: Comments AI Summary and Description: Yes Summary: Pinecone has introduced new cascading retrieval capabilities for AI search applications, enhancing the integration of dense and sparse retrieval systems. These advancements, which reportedly improve performance by up to…
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Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations
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…
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Hacker News: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search
Source URL: https://www.workatastartup.com/jobs/68254 Source: Hacker News Title: AI Search Engineer at Activeloop (YC S18): Build Multi-Modal Enterprise Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Activeloop’s innovative API and platform that focuses on multi-modal AI dataset management, specifically designed for large-scale model training and retrieval optimization. This is particularly relevant…
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Hacker News: Multimodal Interpretability in 2024
Source URL: https://www.soniajoseph.ai/multimodal-interpretability-in-2024/ Source: Hacker News Title: Multimodal Interpretability in 2024 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in multimodal interpretability within AI, highlighting a shift towards mechanistic and causal interpretability methods over traditional techniques. It emphasizes the integration of interpretability across language and vision models and outlines various…
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AWS News Blog: AWS Weekly Roundup: 197 new launches, AI training partnership with Anthropic, and join AWS re:Invent virtually (Nov 25, 2024)
Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-197-new-launches-ai-training-partnership-with-anthropic-and-join-aws-reinvent-virtually-nov-25-2024/ Source: AWS News Blog Title: AWS Weekly Roundup: 197 new launches, AI training partnership with Anthropic, and join AWS re:Invent virtually (Nov 25, 2024) Feedly Summary: Last week, I saw an astonishing 197 new service launches from AWS. This means we are getting closer to AWS re:Invent 2024! Our News Blog team…
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Hacker News: 32k context length text embedding models
Source URL: https://blog.voyageai.com/2024/09/18/voyage-3/ Source: Hacker News Title: 32k context length text embedding models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights the launch of the Voyage 3 series embedding models, which provide significant advancements in retrieval quality, latency, and cost-effectiveness compared to existing models like OpenAI’s. Specifically, the Voyage 3 models…