“The power of the humble embedding”
Ryan speaks with Edo Liberty, Founder and CEO of Pinecone, about building vector databases, the power of embeddings, the evolution of RAG, and fine-tuning AI models.
“The power of the humble embedding” Read More »
Ryan speaks with Edo Liberty, Founder and CEO of Pinecone, about building vector databases, the power of embeddings, the evolution of RAG, and fine-tuning AI models.
“The power of the humble embedding” Read More »
Imagine training a new AI / ML model like Gemma 3 or Llama 3.3 across hundreds of powerful accelerators like TPUs or GPUs to achieve a scientific breakthrough. You might have a team of powerful computers working in sync, constantly learning and refining. But every so often, they need to save their progress — a
Speed up checkpoint loading time at scale using Orbax on JAX Read More »
As enterprises build generative AI agents to strengthen their security posture or improve their customer experience, they need access to real-time data. Because most business critical and real-time data is stored and processed in databases, you need ways to perform agentic orchestration in dynamic ways. In this post, we’ll define a new tech stack composed
Build gen AI agents using Google Cloud databases Read More »
Editor’s note: Nuro, a robotics company that develops technology for self-driving vehicles, needed a data platform that could handle complex data processes and support continuous AI model improvement. By migrating to AlloyDB for PostgreSQL, Nuro gained the scalability, high performance, and advanced query capabilities needed to power AI-driven insights across millions of data points while
Nuro drives autonomous innovation with AlloyDB for PostgreSQL Read More »
Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected data. In this blog, we demonstrate how to leverage LanghChain and Spanner Graph to build powerful GraphRAG
Build GraphRAG applications using Spanner Graph and LangChain Read More »
We recently announced the public beta of Gen AI Toolbox for Databases, and today we’re excited to expand its capabilities through a new partnership with Hypermode. Gen AI Toolbox for Databases is an open source server that empowers application developers to connect production-grade, agent-based generative AI (gen AI) applications to databases. Toolbox streamlines the creation,
Building AI agents with Gen AI Toolbox for Databases and Dgraph Read More »
Traditional programmatic advertising often misses the mark. Flat pricing, limited targeting, and a focus on immediate conversions over long-term customer value leave advertisers wanting more. At Arpeely, we’re changing the game in three ways by: Putting our own money on the line for performance with a different business model. Taking care of creatives and the
The AI lens: How Arpeely uses multimodality and BigQuery to revolutionize AdTech Read More »
Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected data. In this blog, we demonstrate how to leverage LanghChain and Spanner Graph to build powerful GraphRAG
Build GraphRAG applications using Spanner Graph and LangChain Read More »
In today’s cloud environments, data protection is paramount. Ensuring your backups are configured correctly and aligned with your business continuity requirements is critical for business continuity and resilience against threats like ransomware. However, understanding your backup coverage across a complex cloud environment can be challenging. That’s why we’re excited to announce the preview of protection
Introducing protection summary, a new Google Cloud Backup and DR feature Read More »
Today, we’re excited to announce a significant milestone in deepening our developer communities: We’re fully integrating Google Cloud Champion Innovators (Champions) into the Google Developer Experts (GDE) program. The Champion Innovators program was launched in 2022 to recognize and support developers demonstrating exceptional expertise and passion for Google Cloud technologies. For over 12 years, the
Strengthening Google Developer Experts community with Google Cloud Champion Innovators Read More »