layra
LAYRA—an enterprise-ready, out-of-the-box solution—unlocks next-generation intelligent systems powered by visual RAG and limitless visual multi-step agent workflow orchestration.
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Download Latest Version (.zip)- bug_report.md
- bug报告.md
- config.yml
- feature_request.md
- 新功能建议.md
- settings.json
- dialog.png
- dialog1.png
- homepage.png
- knowledgebase.png
- logo.png
- mcp.png
- mcp2.png
- query.png
- upload.png
- Wechat-group1.jpg
- WechatOfficialAccount.jpg
- workflow.png
- workflow1.png
- __init__.py
- auth.py
- base.py
- chat.py
- chatflow.py
- config.py
- health.py
- sse.py
- workflow.py
- __init__.py
- __init__.py
- config.py
- logging.py
- security.py
- __init__.py
- milvus.py
- miniodb.py
- mongo.py
- mysql_base.py
- mysql_session.py
- redis.py
- ultils.py
- __init__.py
- app_framework.py
- __init__.py
- chatflow.py
- conversation.py
- knowledge_base.py
- model_config.py
- user.py
- workflow.py
- convert_file.py
- get_embedding.py
- llm_service.py
- mesage.py
- utils.py
- __init__.py
- auth.py
- user.py
- __init__.py
- error_handlers.py
- kafka_consumer.py
- kafka_producer.py
- middlewares.py
- timezone.py
- types.py
- unoconverter.py
- validation.py
- code_scanner.py
- graph.py
- llm_service.py
- mcp_tools.py
- sandbox.py
- utils.py
- workflow_engine.py
- __init__.py
- main.py
- alembic.ini
- Dockerfile
- entrypoint.sh
- env.py
- gunicorn_config.py
- requirements.txt
- index.md
- authors.yml
- tags.yml
- chat-interface.png
- citation-example.png
- Create-Knowledge-Base.png
- Document-Management.png
- Document-Upload.png
- history-interface.png
- homepage.png
- Knowledge-Base-Config-Now.png
- Knowledge-Base-Configuration-Lower-Section.png
- Knowledge-Base-Configuration-Upper-Section.png
- Knowledge-Base-Selection.png
- response-example.png
- standard-chat.png
- global-variable.png
- hello-layra.png
- workflow-debug.png
- workflow-nodes.png
- workflow-operation.png
- basic-chatflow-example.png
- basic-chatflow.png
- code-node-interface.png
- code-node-test.png
- condition-loop-execution.png
- condition-loop-result.png
- condition-loop.png
- condition-node-1.png
- condition-node-2.png
- condition-node.png
- custom-images.png
- dependency-configuration.png
- email-global-variable.png
- email-input-node.png
- email-output-node.png
- email-pip-node.png
- email-scraping-node.png
- email-screenshot.png
- email-sending-node.png
- global-variable.png
- llm-chatflow.png
- llm-mcp-advanced.png
- llm-mcp.png
- llm-node.png
- llm-variable-replacement.png
- loop-execution.png
- loop-node-structure.png
- markdown.png
- nested-loops.png
- node-description.png
- node-output.png
- persist-environments.png
- recipient-email.png
- save-node.png
- send-email.png
- start-node-exist.png
- web-scraping-output.png
- web-scraping.png
- _category_.json
- code-node.md
- condition-node.md
- llm-node.md
- loop-node.md
- node-intro.md
- start-node.md
- _category_.json
- basic-concept.md
- template-gallery.md
- workflow.md
- intro.md
- knowledge-base.md
- RAG-Chat.md
- index.tsx
- styles.module.css
- custom.css
- index.module.css
- index.tsx
- markdown-page.md
- base.png
- favicon.ico
- logo.png
- logo.svg
- RAG.png
- workflow.png
- .nojekyll
- .gitignore
- docusaurus.config.ts
- package-lock.json
- package.json
- README.md
- sidebars.ts
- tsconfig.json
- en.json
- zh-CN.json
- logo.png
- page.tsx
- page.tsx
- page.tsx
- page.tsx
- layout.tsx
- page.tsx
- favicon.ico
- globals.css
- layout.tsx
- not-found.tsx
- AddLLMEngine.tsx
- ChatBox.tsx
- ChatMessage.tsx
- KnowledgeConfigModal.tsx
- LeftSidebar.tsx
- LoadingCircle.tsx
- MarkdownDisplay.tsx
- AddKnowledgeBase.tsx
- KnowledgeBaseDetails.tsx
- LeftSideBar.tsx
- ShowFiles.tsx
- TopBar.tsx
- About.tsx
- Navbar.tsx
- Support.tsx
- UserMenuExpand.tsx
- ConditionNode.tsx
- FunctionNode.tsx
- KnowledgeConfigModal.tsx
- LoopNode.tsx
- McpAdvancedSettings.tsx
- McpConfig.tsx
- StartNode.tsx
- VlmNode.tsx
- WorkflowOutput.tsx
- AddWorkflow.tsx
- ChatflowHistory.tsx
- ConnectionLine.tsx
- CustomEdge.tsx
- CustomNode.tsx
- FlowEditor.tsx
- LeftSideBar.tsx
- NodeTypeSelector.tsx
- PythonEditor.tsx
- SaveNode.tsx
- TopBar.tsx
- Alert.tsx
- ConfirmAlert.tsx
- ConfirmDialog.tsx
- LocaleSwitcher.tsx
- navigation.ts
- request.ts
- routing.ts
- chatApi.ts
- chatflowApi.ts
- configApi.tsx
- knowledgeBaseApi.ts
- workflowApi.ts
- auth.ts
- withAuth.tsx
- authStore.ts
- chatStore.ts
- configStore.ts
- flowStore.ts
- WorkflowVariableStore.ts
- types.ts
- convert.ts
- cookie.ts
- date.ts
- file.ts
- hook.ts
- imageLoader.ts
- message.ts
- middleware.ts
- .eslintrc.json
- .gitignore
- Dockerfile
- next.config.ts
- nginx.conf
- package-lock.json
- package.json
- postcss.config.mjs
- tailwind.config.ts
- tsconfig.json
- Dockerfile
- init_models.sh
- Dockerfile
- init-kafka.sh
- colbert_service.py
- config.py
- Dockerfile
- model_server.py
- requirements.txt
- Dockerfile
- Dockerfile
- start_unoservers.sh
- .env
- .gitignore
- docker-compose-no-local-embedding.yml
- docker-compose.yml
- LICENSE
- README.md
- README_zh.md
# Installation Guide
1. Get the code
git clone https://github.com/liweiphys/layra
Downloads the entire project code from GitHub to your computer.
cd layra
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker compose up -d --build
Builds and starts all defined containers (server, database, etc.) at once, in the background.
docker compose logs -f <container_name>
Runs the command against the services defined in the compose file.
docker compose -f docker-compose-no-local-embedding.yml up -d --build
Runs the command against the services defined in the compose file.
docker compose logs <container name>
Runs the command against the services defined in the compose file.
docker compose down && docker compose up --build # preserve data to rebuild
Builds and starts all defined containers (server, database, etc.) at once, in the background.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
Pulled directly from this repo's README.
3. Node.js
EasyPrerequisites
cd frontend
This project's files live in a subfolder, so move into it first.
npm install
Downloads and installs the libraries listed in package.json.
npm start
Starts the development/run server.
After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.
4. Python
EasyPrerequisites
pip install -r backend/requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요
Runs the Python script (or module).
If it runs without errors and prints output in the terminal, it worked.
// repository documentation
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