data-agents

Deterministic ledger for agentic data work.

DeepEye: An Autonomous Data Agent System

Benchmark for data agents

Open-source text-to-SQL engine you tune and measure on your own database

Benchmarking data agents for verifiable analytics over heterogeneous workspaces.

Context provider for data agents (MCP + REST + CLI): metrics, golden queries, and interpretation knowledge. Google Cloud native (Cloud Run + Cloud SQL), secret-zero.

1st place (Phase 1) / 4th place + Merit Award (Phase 2 final) solution for the KDD Cup 2026 Data Agents Challenge

Grader and results tracker for text-to-SQL systems: exact-match and got-the-facts grading on BIRD, Spider 1.0 and Spider 2.0-lite, with per-question results behind every published mnemiq figure

Open source AI agent framework to build the future of data operations.

The Open Context Layer for Data Agents

Deterministic CI regression testing for policy drift across model-visible tools, semantic validation, SQL compilation, database containment, and result release.

DataFlow AI is an enterprise-grade data analysis and visualization platform that empowers businesses and data professionals to make data-driven decisions faster. Leverage the power of artificial intelligence to automatically generate insights, create stunning visualizations, and interact with your data through natural language.

Local RSS feed aggregator, NLP signal cleaning engine, and glassmorphic portal to track high-priority Inoreader signals

Local-first evaluation, regression testing, and reporting for data agents

The systems & practice map of ChatBI / text2SQL / 智能问数 — products, semantic layers, benchmarks & honest maintenance signals for 选型. 中英双语 · Daily arXiv radar 🤖

Shared vocabulary for measuring text-to-SQL and data-agent systems: grading rules, failure modes, refusal, stability, plus a published comparison dataset.

An open practitioner framework for governing AI agents that query enterprise data.

Standalone data agent platform with FastAPI backend, built-in agents, demo datasets, and Docker/HFS deployment.

One-command Microsoft Fabric Jumpstart for deploying ontologies and data agents across 12 industry templates.

Trace Integrity for LLM data agents: execution contracts, trace validation, CAIT evaluation, and reusable artifacts for auditable structured-data reasoning.