Source: https://seerepo.com/compare/ansible/awx/vs/run-llama/llama_index
Markdown source: https://seerepo.com/compare/ansible/awx/vs/run-llama/llama_index.md
Description: 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.

# 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.

- [ansible/awx](https://seerepo.com/r/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.
- [run-llama/llama_index](https://seerepo.com/r/run-llama/llama_index): LlamaIndex is the document processing platform for AI

## What they share and what sets them apart

- In common: psycopg, Redis, AIOHTTP, azure-identity, msal, cryptography, pyjwt, markupsafe, jinja2, jsonschema-specifications, referencing, jsonschema, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, boto3, OpenTelemetry, psutil
- Only in awx: Django, hiredis, s3transfer, Postgres, channels-redis, gitdb, asgiref, twisted, djangorestframework, adal, azure-keyvault-secrets, msal-extensions, oauthlib, requests-oauthlib, markdown, nh3, openapi-spec-validator, azure-core, msrestazure, opentelemetry-instrumentation, opentelemetry-instrumentation-logging, python-daemon, ansible-runner, botocore, kubernetes, opentelemetry-exporter-otlp-proto-grpc, opentelemetry-sdk
- Only in llama_index: starlette, aiomysql, aiosqlite, async-lru, asyncpg, azure-search-documents, azure-storage-blob, ibm-db, pgvecto-rs, pgvector, psycopg2-binary, pyzmq, weaviate-client, pyarrow, lancedb, oracledb, DuckDB, pymilvus, SQLite, tablestore, chromadb, falkordb, MySQL, pinecone, clickhouse-connect, gcsfs, pyiceberg, pymochow, pymysql, pyobvector, s3fs, tcvectordb, typesense, ElevenLabs, anyio, graphql-core, tornado, Ray, soupsieve, tinycss2, ipywidgets, matplotlib-inline, prompt-toolkit, matplotlib, Rich, SQLAlchemy, argon2-cffi, Google, google-auth-httplib2, google-auth-oauthlib, einops, firecrawl-py, guardrails-ai, llama-index-core, mem0ai, OpenAI, opencv-python, PaddlePaddle, tavily-python, torch, transformers, ibm-watsonx-ai, cohere, LangChain, tiktoken, MCP, sentence-transformers, dashscope, fastembed, flagembedding, nltk, sentencepiece, litellm, ModelScope, Ollama, openvino, scikit-learn, tritonclient, vLLM, datasets, exa-py, flashrank, hnswlib, langfuse, mlx, mlx-lm, nomic, optimum, paddleocr, peft, presidio-analyzer, tokenizers, beautifulsoup4, bleach, mistune, nbformat, newspaper3k, xlrd, pillow, bs4, html2text, unstructured, defusedxml, lxml, pymupdf, filetype, docx2txt, markdownify, docling, lxml-html-clean, markitdown, nbconvert, pdf2image, pdfplumber, pypdf, pypdf2, tinytag, youtube-transcript-api, marshmallow, rfc3339-validator, Pydantic, docling-core, annotated-types, pydantic-core, python-json-logger, docker, Alibaba Cloud

## Side by side

| | awx | llama_index |
|---|---|---|
| Size | 159,435 lines written, 440 code files | 473,236 lines written, 2,055 code files |
| Who writes it | 0.4% of its commits signed by AI. With Claude Code and Cursor | 0.2% of its commits signed by AI. With Claude Code, Cursor, and GitHub Copilot |
| Activity | Last push November 6, 2026, 25,518 commits, 15,621 stars | Last push November 5, 2026, 7,963 commits, 52,820 stars |
| Tests | 357 test files. 31.8% of its code files have a test that imports them | 1,607 test files. 46.5% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## 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](https://github.com/run-llama/llama_index/tree/444fdf0684707de62ebb447d658dba137dd9cb99)

### 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](https://github.com/run-llama/llama_index)

### 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](https://github.com/run-llama/llama_index/tree/444fdf0684707de62ebb447d658dba137dd9cb99)

### 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](https://github.com/ansible/awx/commits)

### 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](https://seerepo.com/r/ansible/awx/ai)

## Sources

- ansible/awx: Read on November 8, 2026, at commit fe6cd9d (https://github.com/ansible/awx/tree/fe6cd9d45a7e977e2b78c8e8e5e69cc24d7eeaaa)
- run-llama/llama_index: Read on November 5, 2026, at commit 444fdf0 (https://github.com/run-llama/llama_index/tree/444fdf0684707de62ebb447d658dba137dd9cb99)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.