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spice.ai• Jul 9, 2026• 1 min read
Show HN: Spice 2.0 – Real-Time Analytical Query on Operational Data, Without ETLHi HN, we’re Luke and Phillip, and we’re building Spice.ai OSS - a lightweight, portable data and AI engine and powered by Apache DataFusion & Ballista for SQL query, hybrid-search, and LLM-inference across disaggregated-storage used by enterprises like Barracuda Networks and Twilio.With v2.0, you can add a real-time analytics node to your operational database with high-throughput native CDC replication.We first introduced Spice [1] on HN in 2021 and re-launched it on HN [2] in 2024 re-built from the ground up in Rust. In 2025 we launched Spice Cayenne [5], our acceleration and query engine built on the LF+AI Vortex columnar format.Spice includes the concept of a Data Accelerator [3], which is a way to materialize data from disparate sources, such as other databases, in embedded databases like SQLite, DuckDB, and Spice Cayenne.Today we're excited to announce Spice 2.0! Our answer to analytics in the era of AI agents: analytical query on operational data - real-time, sandboxed, without
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