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chunktuner

shantanu-deshmukh/chunktuner

Benchmark and optimize chunking strategies for RAG corpus

GraphCanon updated 3w · GitHub synced 3w

2 stars0 forksLast push 2mo Python MIT

Decision brief

A specialized benchmarking suite for optimizing chunking strategies in RAG corpora, offering a comprehensive toolkit inclusive of CLI and server components.

Good fit when

  • - You are working specifically with retrieval-augmented generation (RAG) systems which require tailored optimization and evaluation.
  • - The need arises to evaluate different chunk sizes and configurations for your RAG corpus using an automated recommendation system.

Avoid when

  • - If you do not deal with RAG systems or if the nature of your workflow does not benefit from specific optimizations in text chunking strategies across a corpus.
  • - You are working on projects that don't necessitate evaluation and optimization at the level provided by 'chunktuner', such as simpler tasks that can be managed without extensive configuration tools.
Pricing:
freemium - Open source with an MIT license, offering free use for both personal and commercial projects. No costs beyond typical computing resources are implied by its usage.

Observed Jul 12, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Steady (41d since push)
As of 3w
Provenance
Not a fork · Personal account
As of 3w
Security (OSV)
2 low (2 low)
As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install chunktuner
PyPI

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Provides a benchmarking suite to evaluate different chunking strategies on a retrieval-augmented generation (RAG) corpus. Includes tools for recommendation, evaluation, and optimization of configurations.

Capability facts

CLI
CLI entrypoint

Source: pyproject.toml:[project.scripts] · Aug 1, 2026

Languages
python

Source: github.language+pyproject.toml · Aug 1, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 1, 2026)

pip install chunktuner
Source link

Tags

README

Install (pick one)

uv tool install chunktuner pip install chunktuner


See cost estimate before running anything

chunk-tune estimate ./my_docs --use-case rag_qa


Installation options

pip install chunktuner                 # CLI + library
uv add chunktuner                      # library
uv tool install chunktuner             # global CLI
uvx --from chunktuner chunk-tune …     # ephemeral CLI (no install)

For agents

This page has a .md twin and JSON over the API.

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