llama_index vs unstructured
llama_index and unstructured share 4 technologies: beautifulsoup4, lxml, filetype, and psutil. llama_index is written in Python and unstructured in HTML.
LinkedInWhat they share and what sets them apart
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
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
matplotlib
- Rich
- SQLAlchemy
- argon2-cffi
- azure-identity
google-auth-httplib2
- cryptography
- pyjwt
- msal
- einops
firecrawl-py
- guardrails-ai
llama-index-core
- mem0ai
OpenAIopencv-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
- bleach
markupsafe
mistune
- nbformat
- newspaper3k
- xlrd
pillow
- bs4
- html2text
unstructured
- defusedxml
- jinja2
pymupdf
- docx2txt
- markdownify
docling
- lxml-html-clean
- markitdown
- nbconvert
- pdf2image
- pdfplumber
pypdf
pypdf2
tinytag
- youtube-transcript-api
- jsonschema-specifications
marshmallow
- referencing
- rfc3339-validator
- Pydantic
docling-core
- annotated-types
- jsonschema
- pydantic-core
- opentelemetry-api
opentelemetry-semantic-conventions
prometheus-client
- python-json-logger
- boto3
- docker
- Alibaba Cloud
- OpenTelemetry
In common
Unstructured-IO
unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
HTML15.7kRead on November 7, 2026, at commit 293d235What is unstructured built with?Only in unstructured
Side by side
llama_indexunstructured
SizeLines written by people and agents, without generated ones; code files, without tests.
llama_index473,236 lines written2,055 code files
unstructured285,496 lines written315 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.
llama_index0.2% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
unstructured2.4% of its commits signed by AIWith Claude Code and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
llama_indexLast push November 5, 20267,963 commits52,820 stars
unstructuredLast push November 6, 20262,032 commits15,696 stars
TestsThe files that test the code, and the share of code files a test imports.
llama_index1,607 test files46.5% of its code files have a test that imports them
unstructured131 test files34.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, llama_index or unstructured?
llama_index, with 473,236 lines written; unstructured has 285,496.
Which has more GitHub stars, llama_index or unstructured?
llama_index, with 52,820 stars; unstructured has 15,696.
The proof: run-llama/llama_index on GitHub
Which has more tests, llama_index or unstructured?
llama_index, with 1,607 test files; unstructured has 131.
Which was updated more recently, llama_index or unstructured?
unstructured: its last push was on November 6, 2026, and llama_index's on November 5, 2026.
Which has more commits signed by AI, llama_index or unstructured?
unstructured: an AI signed 2.4% of its commits, with Claude Code and GitHub Copilot; in llama_index, 0.2%.
The proof: the commits each tool signed in Unstructured-IO/unstructured
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