example-rag-app
Open-Source RAG app with LLM Observability (Langfuse), support for 100+ providers (LiteLLM), Dockerized, Full Type-checking, 100% Test coverage, and more...
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Download Latest Version (.zip)- create_collection.py
- vite.svg
- react.svg
- artifact.tsx
- canvas.tsx
- chain-of-thought.tsx
- checkpoint.tsx
- code-block.tsx
- confirmation.tsx
- connection.tsx
- context.tsx
- controls.tsx
- conversation.tsx
- edge.tsx
- image.tsx
- inline-citation.tsx
- loader.tsx
- message.tsx
- model-selector.tsx
- node.tsx
- open-in-chat.tsx
- panel.tsx
- plan.tsx
- prompt-input.tsx
- queue.tsx
- reasoning.tsx
- shimmer.tsx
- sources.tsx
- suggestion.tsx
- task.tsx
- tool.tsx
- toolbar.tsx
- web-preview.tsx
- alert.tsx
- badge.tsx
- button-group.tsx
- button.tsx
- card.tsx
- carousel.tsx
- collapsible.tsx
- command.tsx
- dialog.tsx
- dropdown-menu.tsx
- hover-card.tsx
- input-group.tsx
- input.tsx
- progress.tsx
- scroll-area.tsx
- select.tsx
- separator.tsx
- textarea.tsx
- tooltip.tsx
- ChatBot.tsx
- App.tsx
- index.css
- main.tsx
- .gitignore
- components.json
- eslint.config.js
- index.html
- package-lock.json
- package.json
- README.md
- tsconfig.app.json
- tsconfig.json
- tsconfig.node.json
- vite.config.ts
- __init__.py
- system_prompt.txt
- tools.json
- __init__.py
- openai_chat.py
- __init__.py
- openai_embed.py
- __init__.py
- qdrant_search.py
- __init__.py
- __init__.py
- tui.py
- __init__.py
- models.py
- __init__.py
- __init__.py
- agent.py
- chat.py
- embed.py
- messages.py
- search.py
- __init__.py
- config.py
- conftest.py
- test_api.py
- test_cli.py
- test_agent.py
- test_openai_chat.py
- test_openai_embed.py
- test_qdrant.py
- conftest.py
- test_agent_methods.py
- test_openai_chat_methods.py
- test_config.py
- test_openai_embed_methods.py
- test_qdrant_methods.py
- conftest.py
- .env.example
- .gitignore
- .python-version
- compose.yml
- demo.gif
- dependency-graph.svg
- Dockerfile
- Justfile
- LICENSE
- litellm-config.yml
- pyproject.toml
- README.md
- uv.lock
# Installation Guide
1. Get the code
git clone https://github.com/ajac-zero/example-rag-app
Downloads the entire project code from GitHub to your computer.
cd example-rag-app
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.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
3. Node.js
EasyPrerequisites
cd rag-ui
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 .
Installs the package published on PyPI directly โ no need to clone the source.
python <์คํํ ํ์ผ๋ช
>.py # README์์ ์ ํํ ์คํ ํ์ผ๋ช
์ ํ์ธํ์ธ์
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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