Code for the paper "Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching" (COLING 2025)
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Updated
May 27, 2026 - Python
Code for the paper "Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching" (COLING 2025)
The official implementation of [Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation] in AAAI2025.
Our project for the "Data Intelligence Applications" exam at Politecnico di Milano. The project was about Social Influence and Pricing techniques applied to networks.
Weather & climate intelligence for AI agents — current weather, forecast, historical, climate normals, alerts, agricultural & travel weather. MCP + x402.
Patent intelligence for AI agents — patent search, USPTO data, patent landscape & pgvector prior-art search. MCP + x402.
Django-based job-search analytics platform with funnel metrics, data quality checks, workbook exports, evidence documentation, and 133 passing tests.
Fact Verification MCP — verify claims with cross-referenced sources + MINT provenance. FoundryNet Data Network.
Open Source Intelligence MCP — repo health, dependency risk, trending, license checks. FoundryNet Data Network.
Production-ready Multi-Agent Data Intelligence Platform :- autonomous SQL generation, statistical analysis & visualization powered by LangGraph, Qdrant RAG, and E2B sandboxed execution.
Derived financial intelligence for AI agents — insider patterns, earnings, institutional moves, ratio screening with a proprietary value score. MCP + x402.
Official Python SDK for CrawlSnap — the data intelligence API platform
Domain & brand intelligence for AI agents — company enrichment, domain intelligence, tech stack detection, brand research. MCP + x402.
Social Trends Intelligence MCP — trending topics, sentiment, viral content, brand mentions. FoundryNet Data Network.
Cybersecurity threat intelligence for AI agents — CVE search, EPSS exploit prediction, CISA KEV, IP reputation, threat feed. MCP + x402.
Government contract search and federal procurement data for AI agents — SAM.gov opportunities + USASpending awards, via MCP (x402).
Academic research intelligence for AI agents — paper search, scientific literature, citation analysis, arXiv, author metrics, trending research & semantic related-work (pgvector). MCP + x402.
Regulatory & compliance intelligence for AI agents — FDA recalls, federal register, enforcement actions, comment deadlines, by industry + severity. MCP + x402.
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