llama_index vs Fay
llama_index and Fay share 10 technologies: SQLite, chromadb, opencv-python, LangChain, MCP, sentence-transformers, pillow, bs4, pdfplumber, and psutil. Both are written in Python.
What they share and what sets them apart
run-llama
llama_index
LlamaIndex is the document processing platform for AI
Python52.9kRead on November 10, 2026, at commit fe107aaWhat is llama_index built with?Only in llama_index
starlette
- aiomysql
- aiosqlite
- async-lru
- asyncpg
- azure-cosmos
- azure-data-tables
- azure-search-documents
- azure-storage-blob
- ibm-db
- nebula3-python
- oss2
pgml
- pgvecto-rs
pgvector
pickleshare
psycopg
psycopg2-binary
pyathena
- pydrive
- pylance
- pymongo
python-arango
pyvespa
- pyzmq
- Redis
snowflake-sqlalchemy
- tantivy
weaviate-client
- Neo4j
- aioboto3
pyarrow
lancedb
oracledb
- DuckDB
- pymilvus
- pysolr
- tablestore
- aperturedb
- astrapy
- dashvector
falkordb
- jaguardb-http-client
- MySQL
pinecone
clickhouse-connect
- couchdb3
- gcsfs
opendal
- pyairtable
pyiceberg
pymochow
- pymysql
- pyobvector
- s3fs
- tcvectordb
typesense
- ElevenLabs
- anyio
- graphql-core
- jupyter-core
jupyterlab-server
tornado
- AIOHTTP
- Ray
jupyterlab-pygments
- soupsieve
- tinycss2
- ipywidgets
- jupyter-server-terminals
- jupyterlab-widgets
- matplotlib-inline
prompt-toolkit
- widgetsnbextension
matplotlib
- Rich
- SQLAlchemy
- argon2-cffi
- argon2-cffi-bindings
- azure-identity
google-auth-httplib2
google-auth-oauthlib
- cryptography
- pyjwt
- msal
- argilla
- azure-ai-agents
- azure-ai-inference
- azure-ai-projects
contextual-client
- diff-cover
- einops
firecrawl-py
friendli-client
- guardrails-ai
llama-cpp-python
llama-index-core
- llama-index-embeddings-dashscope
- llama-index-embeddings-huggingface
- llama-index-embeddings-openai
- llama-index-llms-anthropic
- llama-index-llms-azure-openai
- llama-index-llms-huggingface
- llama-index-llms-llama-cpp
- llama-index-llms-openai
- llama-index-llms-openai-like
- llama-index-node-parser-dashscope
- llama-index-program-guidance
- llama-index-readers-dashscope
- llama-index-readers-database
- llama-index-readers-remote
- llama-index-readers-upstage
- llama-index-readers-web
- llama-index-response-synthesizers-google
- llama-index-utils-azure
- llama-index-utils-huggingface
- llama-index-utils-qianfan
- llama-index-vector-stores-google
- llama-index-workflows
- mem0ai
- ms-swift
- open-clip-torch
OpenAI- openinference-instrumentation-llama-index
- openvino-tokenizers
- PaddlePaddle
portkey-ai
- reka-api
- tavily-python
- torch
llama-index-instrumentation
- transformers
- ibm-watsonx-ai
cohere
- tiktoken
dashscope
fastembed
- flagembedding
- llama-cloud
nltk
optimum-intel
- sentencepiece
- ai21
aleph-alpha-client
chonkie
- gigachat
- guidance
igptai
- konko
litellm
- mixedbread
- ModelScope
- octoai
- Ollama
- openvino
- openvino-genai
premai
- scikit-learn
- tritonclient
- vLLM
- voyageai
- zep-python
- zhipuai
- agent-search
- aimon
argilla-llama-index
assemblyai
- bm25s
browserbase
cleanlab-tlm
cognee
- colpali-engine
- datasets
- exa-py
flashrank
- hnswlib
honeyhive
- instructorembedding
isaacus
langfuse
llmlingua
- llmsherpa
- marvin
mlx
- mlx-lm
nomic
notdiamond
optimum
optimum-habana
- paddleocr
peft
presidio-analyzer
presidio-anonymizer
promptlayer
- psychicapi
- pydi-client
- rank-llm
- span-marker
- superlinked
tokenizers
uptrain
vectorize-client
videodb
- beautifulsoup4
- bleach
camelot-py
- ghostscript
- llama-index-readers-file
- llama-index-readers-youtube-transcript
- maincontentextractor
marker-pdf
markupsafe
mistune
- nbformat
- newspaper3k
nougat-ocr
- pandocfilters
webencodings
- xlrd
- html2text
unstructured
- defusedxml
- jinja2
lxml
pymupdf
- filetype
- bagel
- docx2txt
- markdownify
olefile
- pytesseract
dgml-utils
docling
- layoutir
- llama-parse
- lxml-html-clean
- markitdown
- nbconvert
- pdf2image
pypdf
pypdf2
- striprtf
- svglib
- tika
tinytag
- youtube-transcript-api
- fastjsonschema
- fqdn
- jsonschema-specifications
marshmallow
- referencing
- rfc3339-validator
- rfc3986-validator
- Pydantic
docling-core
- annotated-types
- jsonschema
- pydantic-core
- opentelemetry-api
- opentelemetry-semantic-conventions
prometheus-client
- python-json-logger
- boto3
- docker
- Alibaba Cloud
- oci
- OpenTelemetry
In common
xszyou
Fay
fay是一个帮助数字人(2.5d、3d、移动、pc、网页)或大语言模型(openai兼容、deepseek)连通业务系统的agent框架。
Python13.6kRead on November 9, 2026, at commit d49f476What is Fay built with?Only in Fay
- flask-cors
- FastAPI
- Flask
uvicorn
pygame
pyqt5
- LangGraph
langchain-openai
- azure-cognitiveservices-speech
- edge-tts
- openpyxl
- python-pptx
- python-docx
Side by side
llama_indexFay
SizeLines written by people and agents, without generated ones; code files, without tests.
llama_index473,236 lines written2,055 code files
Fay310,384 lines written88 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
Fay9.9% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
llama_indexLast push November 8, 20267,964 commits52,863 stars
FayLast push September 21, 2026304 commits13,611 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
Fay48 test files1.1% of its code files have a test that imports them
Frequently asked questions
Which is bigger, llama_index or Fay?
llama_index, with 473,236 lines written; Fay has 310,384.
Which has more GitHub stars, llama_index or Fay?
llama_index, with 52,863 stars; Fay has 13,611.
The proof: run-llama/llama_index on GitHub
Which has more tests, llama_index or Fay?
llama_index, with 1,607 test files; Fay has 48.
Which was updated more recently, llama_index or Fay?
llama_index: its last push was on November 8, 2026, and Fay's on September 21, 2026.
The proof: run-llama/llama_index's commits on GitHub
Which has more commits signed by AI, llama_index or Fay?
Fay: an AI signed 9.9% of its commits, with Claude Code; in llama_index, 0.2%.
The proof: the commits each tool signed in xszyou/Fay
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