Create a new Pixeltable project in one command
Project description
pixeltable-new
Create a new Pixeltable project in one command.
How to use
Install uv following their guide for your system.
Run:
uvx pixeltable-new myapp
This will create a new project myapp with a Pixeltable schema and declarative serving config.
Enter the directory:
cd myapp
Install dependencies and run:
uv add pixeltable
uv run pxt serve my-service
Open your browser and go to http://localhost:8000/docs to see your API docs.
Application Templates
Vertical apps that each build on a structural pattern — so you already know how to run and deploy them:
uvx pixeltable-new --template knowledge-base my-kb # web UI + API
uvx pixeltable-new --template chat-agent my-agent # web UI + API
uvx pixeltable-new --template audio-transcription my-podcast # web UI + API
uvx pixeltable-new --template full-stack-showcase my-sitewatch # web UI + API (complete reference app)
uvx pixeltable-new --template video-search my-video-app # API only
uvx pixeltable-new --template media-indexing my-pipe # API + batch
uvx pixeltable-new --template image-dataset my-dataset # API + batch
| Template | Pattern | What you get |
|---|---|---|
knowledge-base |
serving + backend | Unified search + RAG Q&A across docs, images, video, audio. schema.py + app.py + web UI |
chat-agent |
serving + backend | Persistent agent with durable memory, tools, MCP. schema.py + app.py + web UI |
audio-transcription |
serving + backend | Audio/podcast transcription, summarization, semantic search. schema.py + app.py + web UI |
full-stack-showcase |
serving + backend | Complete reference app: Gemini + DETR + Whisper, React UI, dashboard. schema.py + app.py + routers/ + frontend/ |
video-search |
serving | Declarative video pipeline: frames, transcription, detection, temporal search. Pure schema.py |
media-indexing |
batch | Ingest from S3, process all modalities, export to your DB. schema.py + pipeline.py |
image-dataset |
batch | Auto-annotate, curate, version, export to PyTorch. schema.py + export.py |
Structural Patterns
API/pipeline scaffolds for when you want to wire Pixeltable into your own architecture:
uvx pixeltable-new myapp --serving # Declarative API from TOML config (default)
uvx pixeltable-new myapp --backend # FastAPI API scaffold (headless)
uvx pixeltable-new myapp --batch # Batch processing script
| Pattern | What you get | Run with |
|---|---|---|
--serving (default) |
schema.py + pyproject.toml routes |
pxt serve <service-name> |
--backend |
FastAPI API scaffold + Pixeltable schema + routers | uvicorn main:app --reload |
--batch |
Ingest script + export_sql |
python pipeline.py |
Discovery
uvx pixeltable-new --list # show all patterns + templates
All content is fetched from the Pixeltable Starter Kit. For the full reference with Docker, Helm, Terraform, and cloud deploy configs, clone the starter kit directly.
Existing directory
If you want to create a new Pixeltable project in an existing directory, run the command without a project name:
uvx pixeltable-new
Learn more
License
This project is licensed under the terms of the Apache 2.0 license.
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