自然语言驱动的自动化 SQL 对账系统 — 基于 HelloAgents 多 Agent 框架 · ReAct 推理 · NL2SQL
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Updated
Jun 19, 2026 - Python
自然语言驱动的自动化 SQL 对账系统 — 基于 HelloAgents 多 Agent 框架 · ReAct 推理 · NL2SQL
Anti-entropy Merkle tree range reconciliation protocol for fast replica divergence detection and state synchronization.
Anti-entropy Merkle tree range reconciliation protocol for fast replica divergence detection and state synchronization.
[ARCHIVED] A story-driven AI system demonstrating data reconciliation through a cyberpunk animated universe. — SSL v3.0
Reconcile CSV, Excel, and SQL Server data with precise tolerances and readable HTML reports. Python CLI and Codex skill.
Explainable data reconciliation in Microsoft Fabric: matching rules, recorded review decisions, source links and the Data Saturday Sofia 2026 slides.
Offline CSV encoding, duplicate and formula-risk checkers, plus a $9 local cleanup tool and fixed-scope services.
Task-post consistency audit CLI for databases and lakehouse tables (Iceberg/Trino/JDBC) - pinpoints which rows differ and why
Local-first CSV/XLSX reconciliation with explainable matching, human review, and auditable exports.
Deterministic reconciliation engine with typed breaks, replayable decisions, and audit trail.
Local-first CLI for semantic data reconciliation with YAML rules and JSON reports.
Independent analytical products and Human-in-the-Loop leadership: consumer credit, merchant financing, survival modeling, data quality, reconciliation, remediation, and Power BI. Built with SAS, SQL/PostgreSQL, Python, AI-assisted development, and governed validation.
Quality Engineering portfolio focused on Data Quality, ETL testing, PostgreSQL, SQL, reconciliation, large-volume validation and CI/CD.
Operating room scheduling analysis: 48.1k cases across 418 procedures show $15.8M to $27.1M in yearly cost exposure, with 133 procedures driving 53.6%. Microsoft Fabric, PySpark, Power BI.
Digital Scriptorium OpenRefine documentation and JSON recipes for data reconciliation
A full-stack inventory management system for tracking purchase orders, GRNs, stock movements, discrepancies, and financial losses—built with Flask and PostgreSQL around a real operational workflow.
Pre-production. Deterministic evidence-domain core for California onsite nonpotable water reuse (OTNWS) programs under 22 CCR 60606: governed CSV normalization, cross-source reconciliation, frozen report drafts, unsigned receipts. Synthetic fixtures only. Shares its reconciliation layer with a private sibling repo; canonical copy undecided.
Reconcile company fundamentals from EODHD and FMP into one schema and see exactly where the two vendors disagree. Hand-curated 71-field mapping, configurable vendor priority, and a Streamlit dashboard.
Industrial data reconciliation platform using Lagrange Multipliers and statistical validation
🍺 End-to-end B2B EDI Supply Chain Transformation Portfolio in Python & SQL. Features ANSI X12 (850, 856, 810) payload reconciliation against SAP staging, real-time exception monitoring with SLA tracking, and partner migration ETL pipelines with Colab support.
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