Source: https://seerepo.com/compare/camel-ai/owl/vs/run-llama/llama_index
Markdown source: https://seerepo.com/compare/camel-ai/owl/vs/run-llama/llama_index.md
Description: owl and llama_index share 8 technologies: matplotlib, OpenAI, opencv-python, scikit-learn, beautifulsoup4, lxml, pypdf2, and Pydantic. Both are written in Python.

# owl vs llama_index

owl and llama_index share 8 technologies: matplotlib, OpenAI, opencv-python, scikit-learn, beautifulsoup4, lxml, pypdf2, and Pydantic. Both are written in Python.

- [camel-ai/owl](https://seerepo.com/r/camel-ai/owl): 🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
- [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: matplotlib, OpenAI, opencv-python, scikit-learn, beautifulsoup4, lxml, pypdf2, Pydantic
- Only in owl: Streamlit, Plotly, Gradio, camel-ai, spaCy, crawl4ai, xmltodict, loguru
- Only in llama_index: starlette, aiomysql, aiosqlite, async-lru, asyncpg, azure-search-documents, azure-storage-blob, ibm-db, pgvecto-rs, pgvector, psycopg, psycopg2-binary, pyzmq, Redis, 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, AIOHTTP, Ray, soupsieve, tinycss2, ipywidgets, matplotlib-inline, prompt-toolkit, Rich, SQLAlchemy, argon2-cffi, azure-identity, Google, google-auth-httplib2, google-auth-oauthlib, cryptography, pyjwt, msal, einops, firecrawl-py, guardrails-ai, llama-index-core, mem0ai, PaddlePaddle, tavily-python, torch, transformers, ibm-watsonx-ai, cohere, LangChain, tiktoken, MCP, sentence-transformers, dashscope, fastembed, flagembedding, nltk, sentencepiece, litellm, ModelScope, Ollama, openvino, tritonclient, vLLM, datasets, exa-py, flashrank, hnswlib, langfuse, mlx, mlx-lm, nomic, optimum, paddleocr, peft, presidio-analyzer, tokenizers, bleach, markupsafe, mistune, nbformat, newspaper3k, xlrd, pillow, bs4, html2text, unstructured, defusedxml, jinja2, pymupdf, filetype, docx2txt, markdownify, docling, lxml-html-clean, markitdown, nbconvert, pdf2image, pdfplumber, pypdf, tinytag, youtube-transcript-api, jsonschema-specifications, marshmallow, referencing, rfc3339-validator, docling-core, annotated-types, jsonschema, pydantic-core, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, psutil, python-json-logger, boto3, docker, Alibaba Cloud, OpenTelemetry

## Side by side

| | owl | llama_index |
|---|---|---|
| Size | 16,334 lines written, 53 code files | 473,236 lines written, 2,055 code files |
| Who writes it | 0% of its commits signed by AI | 0.2% of its commits signed by AI. With Claude Code, Cursor, and GitHub Copilot |
| Activity | Last push November 2, 2026, 500 commits, 20,173 stars | Last push November 5, 2026, 7,963 commits, 52,820 stars |
| Tests | 0 test files | 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, owl or llama_index?

llama_index, with 473,236 lines written; owl has 16,334.

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, owl or llama_index?

llama_index, with 52,820 stars; owl has 20,173.

The proof: [run-llama/llama_index on GitHub](https://github.com/run-llama/llama_index)

### Which has more tests, owl or llama_index?

llama_index, with 1,607 test files.

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, owl or llama_index?

llama_index: its last push was on November 5, 2026, and owl's on November 2, 2026.

The proof: [run-llama/llama_index's commits on GitHub](https://github.com/run-llama/llama_index/commits)

### Which has more commits signed by AI, owl or llama_index?

llama_index: an AI signed 0.2% of its commits, with Claude Code, Cursor, and GitHub Copilot.

## Sources

- camel-ai/owl: Read on November 5, 2026, at commit 2df367e (https://github.com/camel-ai/owl/tree/2df367e0bfd1d97b37e59f8997fdc8762d03b6a2)
- 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.