类库
› llm-graph-builder
neo4j-labs/llm-graph-builder
该仓库用于通过大型语言模型（LLMs）将非结构化数据（如PDF、DOC、TXT等）转化为Neo4j知识图谱，支持文件上传和图谱可视化。
标签
技术栈
backend python
框架
FastAPI
查看全部依赖 (63)
依赖
PyMuPDF
PyPDF2
Pydantic
Secweb
accelerate
asyncio
boto3
botocore
certifi
chardet
fastapi-health
fireworks-ai
google-api-core
google-auth
google-cloud-core
google-cloud-logging
google_auth_oauthlib
graphdatascience
gunicorn
json-repair
langchain
langchain-anthropic
langchain-aws
langchain-classic
langchain-community
langchain-core
langchain-experimental
langchain-fireworks
langchain-google-vertexai
langchain-groq
langchain-huggingface
langchain-neo4j
langchain-openai
langchain-text-splitters
langdetect
langserve
langsmith
neo4j-rust-ext
nltk
openai
pip-install
psutil
pypandoc
pypandoc-binary
python-dotenv
python-magic
ragas
rouge_score
sentence-transformers
sse-starlette
starlette
starlette-session
tqdm
unstructured
unstructured-client
unstructured-inference
urllib3
uvicorn
wikipedia
wrapt
yarl
youtube-transcript-api
zipp
cronjob/reset_daily_tokens python
查看全部依赖 (2)
依赖
langchain-neo4j
neo4j
cronjob/reset_monthly_tokens python
查看全部依赖 (2)
依赖
langchain-neo4j
neo4j
frontend javascript
框架
React
^18.3.1
构建工具
Vite
^4.5.3
网络
Axios
^1.13.2
CSS 框架
Tailwind CSS
^4.1.5
代码规范
ESLint
^8.45.0
Prettier
^3.7.4
查看全部依赖 (38)
依赖
@auth0/auth0-react
^2.2.4
@emotion/styled
^11.14.0
@mui/material
^5.15.10
@mui/styled-engine
^7.3.6
@neo4j-devtools/word-color
^0.0.8
@neo4j-ndl/base
^3.2.9
@neo4j-ndl/react
^3.2.18
@neo4j-nvl/base
^0.3.6
@neo4j-nvl/react
^0.3.8
@react-oauth/google
^0.13.4
@tanstack/react-table
^8.20.5
@types/uuid
^10.0.0
clsx
^2.1.1
eslint-plugin-react
^7.37.4
re-resizable
^6.11.2
react-dom
^18.3.1
react-icons
^5.5.0
react-markdown
^10.1.0
react-router
^6.23.1
react-router-dom
^6.23.1
rehype-raw
^7.0.0
remark-gfm
^4.0.1
uuid
^11.1.0
开发依赖
@tailwindcss/postcss
^4.0.12
@types/node
^22.13.10
@types/react
^18.2.15
@types/react-dom
^18.2.7
@typescript-eslint/eslint-plugin
^7.0.0
@typescript-eslint/parser
^6.0.0
@vitejs/plugin-react
^5.1.2
eslint-config-prettier
^10.1.1
eslint-plugin-react-hooks
^5.1.0
eslint-plugin-react-refresh
^0.4.20
husky
^9.1.7
lint-staged
^15.5.0
postcss
^8.5.3
react-dropzone
^14.3.8
typescript
^5.7.3
