Loading feed…
databricks1 Hot0 comments9 min read
From Data to Dialogue: How S&P Global Energy Made Its Structured Data Estate Conversational with Databricks Genie Agents and MCP
AI summary
S&P Global Energy đã chuyển đổi kho dữ liệu có cấu trúc lớn (bao gồm Chemicals, Crude Oil, Refined Products, Gas & Power, LNG và nhiều hơn nữa) thành đối tượng hội thoại cho AI agents bằng cách sử dụng Databricks Genie Agents triển khai dưới dạng MCP servers. Các chuyên gia ngành curate các Genie Agents tập trung theo từng nhóm dataset, mỗi agent trở thành một MCP server được quản lý qua Unity Catalog. FastMCP proxy layer kết hợp các agent chuyên hẹp thành endpoint tổng hợp theo ngành hoặc liên miền, cho phép LLM định tuyến hoặc phân tán câu hỏi qua nhiều Genie Agents. Kiến trúc này rút ngắn thời gian đưa sản phẩm dữ liệu hội thoại mới ra thị trường từ tháng xuống chỉ còn ngày, chuyển giao việc curate từ đội kỹ thuật sang chuyên gia ngành, đồng thời duy trì tính quản trị và khả năng kiểm toán.
AI summaries can be wrong. Read the original before relying on anything important.
Why read it: Bài viết này cho thấy cách các lập trình viên có thể kiến tạo hệ thống dữ liệu có khả năng đối thoại với AI, giảm thời gian triển khai sản phẩm từ tháng xuống chỉ còn vài ngày.
What do you remember?
Answer 3 short questions to earn reward points for this article. Only do it if you want the points.
up to +17 points
3 questions · under a minute · optional
Source: https://www.databricks.com/blog/data-dialogue-how-sp-global-energy-made-its-structured-data-estate-conversational-databricks. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
8 Sync ecosystem
One account, the whole ecosystem
Read the news here, practice coding, follow structured courses and train for IELTS on our sibling products — all connected through one 8 Sync account.
8syncdev.com
8syncdev.comThe ecosystem home: product overviews, blog and full pricing.
ExploreCourses
course.8syncdev.comLearn along a clear roadmap: videos, auto-graded quizzes, certificates and mentors who ship for a living.
View the roadmapCoding practice
coding.8syncdev.com1,000 DSA problems in Vietnamese, auto-graded across 7 languages — many FREE, right in your browser.
Practice for freeIELTS
ielts.8syncdev.comAI grading for all four IELTS skills with detailed rubric feedback.
Try it freeZUS — AI IDE
zus.8syncdev.comA 22 MB AI IDE for Vietnamese devs.
Download freemind0
mind0.8syncdev.comOrganizational memory for AI agents.
ExploreAcoLeads
home-acoleads.8syncdev.comAI that staffs your Fanpage and qualifies leads for you.
Try itRecommended for you
XDA Developers2 Hot3 min
I let an AI agent migrate my notes from three different apps into Obsidian, and nothing got lost
Codex migrated 1000 notes into Obsidian — and sorted them, too.
JetBrains15 Hot14 min
Building a RAG Pipeline for Semantic Code Search: A Developer Diary and Field Notes
Part 2: Storage, Search, and Agent Tooling In this blog series, we aim to share some of the lessons we learned over the past six months as we built and rolled out Air Context, a production-grade RA
Google Developers2 Hot4 min
Google Developers Blog
An empirical analysis of coding agent distraction from legacy inline TODOs, quantifying the overhead in tokens, execution steps, and developer wait time.
Currents2 Hot21 min
Agentic E2E Testing with Playwright: What Holds Up in CI
Agentic E2E testing with Playwright in CI: where each agent runs, a merge gate no model touches, repair from real failures, and token budgets.
Hacker News38 Hot2 min
MCP Explained
An interactive guide to the Model Context Protocol: every JSON-RPC message on the wire, step by step. Transports, OAuth, tools, resources, sampling, elicitation, tasks, tool search and codemode.
We Are .NET1 Hot18 min
Exposing ABP Application Services as MCP Tools for AI Agents
Expose ABP application services as MCP tools so AI agents can use your app, with ABP’s permissions, multi-tenancy and audit logging applied automatica...
Daily Dose of Data Science | Avi Chawla | Substack104 Hot7 min
Agent Framework vs. Agent Harness, clearly explained!
+ a technique for 23x faster attention!
Hacker News1 Hot5 min
Devvm.dev: One VM for every project
One VM for every project: an isolated sandbox with your project's toolchain, ready for you or an agent to start coding.
Comments
Loading comments…