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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Dandan Huang

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Book Open access Aug 2026

TEFD: A Benchmark for Natural Language to Flux Query Generation in Time-Series Databases

This work introduces the Text-to-Flux task and proposes FluxEngine, a novel automated pipeline for dataset construction, and provides the essential infrastructure to foster future research in NLI for TSDBs.

Xuefeng Wu, Yuan-Feng Song, Jia-Wei Wen et al. · 1 citation
Book Open access Aug 2026

TEFD: A Benchmark for Natural Language to Flux Query Generation in Time-Series Databases

The proliferation of IoT and real-time monitoring has established Time-Series Databases (TSDBs) like InfluxDB as critical infrastructure. However, their functional query languages (e.g., Flux) present a steep learning curve, hindering data accessibility for non-experts. While Natural Language Interfaces (NLIs) offer a...

Xuefeng Wu, Yuanfeng Song, Jiawei Wen et al. · 0 citations

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