Syntax-aware Code Chunking
Turn source code in 306 languages into structure-aware chunks — ready to embed for code search, assistants, and RAG.
Feed code to an LLM as plain text and a naive splitter cuts on token count — handing the model half a function, an import torn from its body, a class split down the middle.
Xberg parses code with tree-sitter across 306 languages and splits on the syntax tree instead of token counts. Every chunk stays a coherent unit and carries its enclosing symbol — ready to embed for code search, assistants, and RAG.
More use cases
RAG Pipeline Ingestion
Turn a pile of PDFs, Office docs, and HTML into clean, chunked, embedded data for your vector database — in one call.
Document-Reading Agents
Give your AI agents one tool to read any document — 100+ formats, structured output, every framework.
Replace Legacy IDP
Swap brittle, template-based processing for one API that returns schema-mapped JSON — no templates to maintain.