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confluent

Generative AI Meets Data Streaming (Part II) - Enhancing Generative AI: Adding Context with RAG and VectorDBs

Dec 23, 2024 By Italo Nesi In Confluent
In Part I of this blog series, we laid the foundation for understanding how data fuels AI and why having the right data at the right time is essential for success. We explored the basics of AI, including its reliance on structured and unstructured data, and how streaming data can help unlock its full potential.
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confluent

Generative AI Meets Data Streaming (Part III) - Scaling AI in Real Time: Data Streaming and Event-Driven Architecture

Dec 23, 2024 By Italo Nesi In Confluent
In this final part of our blog series, we bring everything together to unlock the full potential of AI with real-time data streaming and event-driven architecture (EDA). In Part I, we explored how data fuels AI, laying the foundation for understanding AI’s reliance on fresh, relevant information.
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ClearML

Revolutionizing Enterprise AI: ClearML and AMD Collaborate to Drive Innovation at Scale

Dec 23, 2024 By ClearML In ClearML
In a significant stride toward transforming AI infrastructure, ClearML has recently announced a collaboration with AMD. By integrating with AMD’s powerful hardware and open-source ROCm software with ClearML’s silicon-agnostic, end-to-end platform, we’re empowering IT teams and AI builders to innovate with ease across diverse infrastructures and integrate GPUs from multiple vendors.
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Automate Medical Report Processing with Astera in 4 Simple Steps

Dec 23, 2024 By Astera In Astera
Processing medical reports from various labs, clinics, and hospitals can be smooth and efficient with Astera. No matter the format or source, Astera simplifies every step of the process. Automatically ingest reports, extract key data fields like patient details, test results, and diagnoses with precision and deliver clean, ready-to-use data straight to your EMR systems, databases, or Excel. With Astera, your team can save time, reduce manual effort, and focus on delivering faster, more accurate patient care.
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integrate

Snowflake CDC: A 101 Guide from a Data Scientist

Dec 20, 2024 By Abhishek Jaiswal In Integrate
Snowflake is one of the top cloud data warehouses. Regardless of the many documentations available, I have personally faced issues while carrying out Snowflake CDC (Change data capture). Therefore, I thought sharing everything a data practitioner should know about this before you start would be helpful. Let’s jump right into it!
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integrate

Efficient Data Integration with Improved Error Logs Using OpenAI Models

Dec 20, 2024 By Suresh Bist In Integrate
In today’s data-driven world, Large-scale error log management is essential for maintaining system functionality. It can be quite difficult to pinpoint the underlying causes of problems and come up with workable solutions when you're working with hundreds of thousands of logs, each of which contains a substantial amount of data. Thankfully, automating this process using fine-tuned AI models—like those from OpenAI—makes it more productive and efficient.
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integrate

Best Practices for Building Robust Data Warehouses

Dec 20, 2024 By Krishna Priawan In Integrate
In the ever-expanding world of data-driven decision-making, data warehouses serve as the backbone for actionable insights. From seamless ETL (extract, transform, load)processes to efficient query optimization, building and managing a data warehouse requires thoughtful planning and execution. Based on my extensive experience in the ETL field, here are the best practices that mid-market companies should adopt for effective data warehousing.
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