Crespo – Tree-sitter AST blueprints instead of raw code for LLMs
In plain words
Crespo is a developer tool that transforms code into tree-sitter abstract syntax tree (AST) blueprints for use with large language models. Rather than feeding raw code to LLMs, it converts source code into structured AST representations that capture the syntactic structure of programs. The tool is designed for developers working with code analysis, generation, or manipulation tasks that benefit from more precise code representations than plain text.
written from the facts on this page · September 2026
Does the same job
all alternatives →- ASA syntax highlighter for Git and diff output, written in Rust2020 · github.com · ▲261
- AIAnyone interested in a tool helps to explore C++ ASTsMay 2026 · uvic-aurora.github.io · ▲49
I built this software to help users who need to do static code analysis for C/C++ codebase. This can help you to explore the ASTs interactively. It can replace the Clang ast dump completely and also you can search the code/ASTs in a structual way. For example you can search a function which matches specific name or number of paremeters.
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- GAGingko, a tree-document editor2013 · gingkoapp.com · ▲140
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- ACAdvanced Code Search with Tree-sitter AST and Qdrant Vector DB2025 · app.repogram.com · ▲5
For the past couple of months, I’ve been building a tool that enables natural language search over large codebases using Tree-Sitter for syntax parsing and Qdrant for vector-based retrieval. https://app.repogram.com ### How It Works - Tree-Sitter is used to parse syntax trees and extract high-quality vector embeddings of code. - These embeddings are stored in Qdrant, enabling fast similarity search across your entire repo. - A combination of re-ranking processes refine search results, producing highly relevant answers to code-related questions. The results have been incredibly…
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