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Chalk is the data platform for inference, providing critical infrastructure that empowers teams to rapidly operationalize machine learning and AI. The developer-friendly platform consists of a Compute Engine that automatically compiles features into high-performance Rust pipelines without complex ETL, and an LLM Toolchain that seamlessly unifies structured and unstructured data.
"Chalk powers our LLM pipeline, turning complex inputs—HTML, URLs, screenshots—into structured, auditable features. It lets us serve lightweight heuristics up front and rich LLM reasoning deeper in the stack, so …
"By moving our feature pipelines to Chalk, Data Science and Engineering now work side-by-side throughout model development. What used to be lengthy, error-prone handoffs are gone. Our entire search ranking …
"Chalk helps us manage a rapidly growing set of Python features computed over our large-scale, fast-growing lakehouse. Chalk brings structure and observability to what would otherwise be a complex, hard-to-maintain …
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