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awx vs llama_index

awx and llama_index share 18 technologies: psycopg, Redis, AIOHTTP, azure-identity, msal, cryptography, pyjwt, markupsafe, jinja2, jsonschema-specifications, referencing, jsonschema, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, boto3, OpenTelemetry, and psutil. Both are written in Python.

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What they share and what sets them apart

ansible

awx

AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

Python15.6kRead on November 8, 2026, at commit fe6cd9dWhat is awx built with?

Only in awx

In common

run-llama

llama_index

LlamaIndex is the document processing platform for AI

Python52.8kRead on November 5, 2026, at commit 444fdf0What is llama_index built with?

Only in llama_index

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
awx159,435 lines written440 code files
llama_index473,236 lines written2,055 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
awx0.4% of its commits signed by AIWith Claude Code and Cursor
llama_index0.2% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
awxLast push November 6, 202625,518 commits15,621 stars
llama_indexLast push November 5, 20267,963 commits52,820 stars
TestsThe files that test the code, and the share of code files a test imports.
awx357 test files31.8% of its code files have a test that imports them
llama_index1,607 test files46.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, awx or llama_index?
llama_index, with 473,236 lines written; awx has 159,435.

The proof: run-llama/llama_index's code at commit 444fdf0

Which has more GitHub stars, awx or llama_index?
llama_index, with 52,820 stars; awx has 15,621.

The proof: run-llama/llama_index on GitHub

Which has more tests, awx or llama_index?
llama_index, with 1,607 test files; awx has 357.

The proof: run-llama/llama_index's code at commit 444fdf0

Which was updated more recently, awx or llama_index?
awx: its last push was on November 6, 2026, and llama_index's on November 5, 2026.

The proof: ansible/awx's commits on GitHub

Which has more commits signed by AI, awx or llama_index?
awx: an AI signed 0.4% of its commits, with Claude Code and Cursor; in llama_index, 0.2%.

The proof: the commits each tool signed in ansible/awx

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