rgapi

rgapi is a Python API for ripgrep-style walking and search. It is meant for Python code that wants fd-style file discovery or rg-style searching without shelling out.

It uses the same ignore, grep-regex, and grep-searcher crates that ripgrep uses for walking, regex matching, and file scanning. Walking and searching run in parallel by default. Most expensive work stays in Rust.

Overview

For common file discovery and search:

from rgapi import fd, rg, rg_iter

fd(".", ext="py", exclude="test_*.py")
for row in rg_iter("TODO", ".", include="*.py", context=2): print(row.asdict())
rg("TODO", ".", ext="py", skip_dir=".venv", paths=True)

For cell-aware search of Jupyter notebooks (see Notebooks):

from rgapi import nbrg

nbrg("read_csv", ".", cell_context=1)

For direct access to the regex, search, and walk pieces:

from rgapi import compile, search_path, search_text, walk

matcher = compile("TODO")
matcher.is_match("TODO")
matcher.finditer("TODO TODO")

walk(".")
search_text(matcher, "alpha\nTODO\nomega\n", path="memory.txt", context=1)
search_path(matcher, "src/lib.rs", display_path="src/lib.rs")

Install

pip install rgapi

Semantics

fd and walk return slash-separated paths relative to root. They use the ignore crate, so .gitignore, .ignore, and the usual ripgrep filters apply by default. .rgignore files are also honored and take precedence over .gitignore. Hidden files are skipped unless hidden=True. Pass ignore=False to disable all ignore filtering (including .rgignore). Symlinks are not followed unless follow_links=True; same_file_system=True avoids crossing filesystem boundaries. Traversal is parallel, and result order is not guaranteed; use sorted(...) if order matters. root arguments accept str or pathlib.Path and expand ~; search_path also accepts path-like file paths. Display labels such as display_path are stringified without expansion.

fd adds fd-like filtering on top of walk: pattern is a substring match on the relative path, and include/exclude use glob syntax. glob= is accepted as an alias for include=. A basename glob such as *.py also matches recursively, so it finds src/app.py. Use ext="py" or ext=["py", "rs"] for extension filters, min_depth=/max_depth= to bound recursion, and max_filesize= to skip files above a byte limit.

path_re and skip_path_re are regex filters on slash-separated relative paths. They filter returned paths or searched files, but do not control traversal. skip_dir uses glob syntax to prune matching directory subtrees, and skip_dir_re does the same with regex.

rg and rg_iter return structured rows rather than raw CLI text. They accept the same include, exclude, glob, ext, path_re, skip_path_re, skip_dir, skip_dir_re, min_depth, max_depth, max_filesize, follow_links, and same_file_system filters as fd. Each row is a SearchLine with:

kind         'match', 'before', 'after', or 'context'
path         path relative to root
line_number  1-based line number
lnhash       exhash-style `lineno|hash|` address for the line
line         line text without the trailing newline
matches      list of (start, end) byte offsets for match rows

rg, search_text, and search_path return SearchResults by default, a list subclass whose str() and notebook pretty display are rg-style multiline text. rg_iter yields rows lazily.

SearchLine has a structured repr, an rg-style str (the line is truncated to 120 chars with a trailing … for display; repr and asdict() keep the full line), and SearchLine.asdict() returns row fields as a plain Python dict. Pass rg(..., lnhash=True) or rg_iter(..., lnhash=True) to show lnhash addresses instead of line numbers in row display while keeping line_number available. rg(..., paths=True) returns unique matched paths, and rg(..., count=True) returns the total number of match spans. paths and count cannot both be set.

before_context, after_context, and context are like rg -B, rg -A, and rg -C. Files containing NUL bytes or invalid UTF-8 are skipped.

Search is case-sensitive by default, matching rg. Use smart_case=True for rg --smart-case behavior, or case_sensitive=False to force case-insensitive matching.

Notebooks

nbrg searches Jupyter .ipynb files cell-by-cell, so results are cells rather than raw JSON lines, and each match is identified by its cell id (the nbformat cell/message id) rather than a line number. Searching a notebook with plain rg matches the escaped JSON text (including outputs and metadata) and reports meaningless JSON line numbers; nbrg instead searches each cell's reconstructed source and reports the cell id, which is stable across edits and points at the actual unit you work with.

from rgapi import nbrg

nbrg("read_csv", ".")                  # cells whose source matches, across all notebooks under "."
nbrg("read_csv", ".", cell_context=1)  # also include neighbouring cells as context

Notebooks are walked, parsed, and matched together in one parallel Rust pass, using the same regex engine as rg, so regex behaviour and the case_sensitive/smart_case flags match rg. Only cell source is searched, not outputs or metadata. nbrg accepts the same discovery filters as fd/rg (include, exclude, glob, hidden, max_depth, skip_dir, …).

nbrg returns NbResults, a list of NbCell. Each NbCell has:

path         notebook path relative to root
cell_index   0-based position of the cell in the notebook
cell_id      nbformat cell id (falls back to the cell index for notebooks without ids)
cell_type    'code', 'markdown', or 'raw'
kind         'match' or 'context'
source       full cell source
matches      list of SearchLine rows for the matched lines within the cell

NbCell.asdict() returns those fields as a plain dict (with matches as SearchLine dicts). str()/pretty display is one truncated, newline-escaped line per cell, keyed by cell_id rather than a line number: path:cell_id:source for matches and path:cell_id-source for context cells. A cell with several matches appears once, with every hit collected in matches.

cell_context=N includes the N cells before and after each matching cell as kind="context" rows (deduplicated per notebook).

Notebook walking, parsing, and matching all happen in parallel in Rust, in the same pass as the file walk. Parsing uses a lean model that reads only each cell's id, cell_type, and source and skips outputs and metadata, so large embedded outputs (images, plots) are never materialized. search_nb(pattern, path, ...) searches a single notebook file the same way.

Benchmarks

tools/bench.py compares the rg CLI with in-process rgapi. Run it against a release build. One run on this machine, using best time from seven repeats:

fixture	rg	rgapi
6 x 2 MB files, 2 matches	6.54 ms	1.44 ms
800 x 1.5 KB files, 2 matches	13.90 ms	10.94 ms
tiny dir, repeated 30x	5.92 ms	2.14 ms

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Source repository:
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Publication detail:
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- Runner Environment: github-hosted
- Publication workflow: ci.yml@6b2e265ce44e4a8db0b06a4a56456fa29d66b844
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Upload date: Jul 9, 2026
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Uploaded using Trusted Publishing? Yes
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The following attestation bundles were made for rgapi-0.1.12-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: ci.yml on AnswerDotAI/rgapi

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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- Owner: https://github.com/AnswerDotAI
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- Runner Environment: github-hosted
- Publication workflow: ci.yml@6b2e265ce44e4a8db0b06a4a56456fa29d66b844
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Release history Release notifications | RSS feed

0.1.19

Aug 10, 2026

0.1.18

Jul 31, 2026

0.1.17

Jul 22, 2026

0.1.16

Jul 20, 2026

0.1.15

Jul 14, 2026

0.1.14

Jul 13, 2026

0.1.13

Jul 9, 2026

This release

0.1.12

Jul 9, 2026

0.1.11

Jun 25, 2026

0.1.10

Jun 25, 2026

0.1.9

Jun 25, 2026

0.1.8

Jun 23, 2026

0.1.6

Jun 21, 2026

0.1.5

Jun 21, 2026

0.1.4

Jun 21, 2026

0.1.2

Jun 20, 2026

0.1.1

Jun 19, 2026

0.1.0

Jun 19, 2026

rgapi 0.1.12

rgapi

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