DEPLOYABLE ASSET HUB
Deploy what works.
A Hugging Face–style catalog for Star Native assets: starters, tutorials, evaluation boards, and edge-ready systems that can move from hackathon proof to production.
240K+ builders
4,700+ shipped apps
edge-ready systems
community signal → deployable system
Ranked submissions, hardened assets, and edge pilots from the same builder loop.
Assets ready to harden and deploy.
08
Models
Datasets
Spaces
Evaluations
model
SmartBandit Router
RL router for routing prompts across models with cost-aware inference.
AMD winner · ~93% cost cut
space
SOAP Copilot
Clinical scribe prototype for transcript intake and structured notes.
healthcare · trending
agent
ResearchOS
Multi-agent literature workspace for papers, citations, and synthesis.
agents · academic
repo
Starter Pack
Boilerplates for agents, speech, RAG, image, and app launches.
1,000+ GitHub stars
starter
Whisper diarization
Transcription, speaker separation, and searchable conversation memory.
speech · repo
workflow
Challenge engine
Submission intake, scoring, shortlist flows, and sponsor reporting.
events · evaluation
dataset
RAG workspace
Embeddings, retrieval checks, answer evaluation, and dataset loops.
retrieval · evals
system
Program OS
Mentors, cohorts, milestones, demo day, and ranked outcomes.
enterprise · cohorts
From prototype to production edge.
01 Evaluate
Rank winners by quality, traction, speed, technical risk, and deployability.
02 Harden
Turn the prototype into an auditable package with datasets, prompts, tests, and runbooks.
03 Deploy
Move selected assets toward edge inference, internal tools, or partner pilots.
Most-used starters from lablab-ai.
whisper-diarization
Transcription + speaker identification — the org’s most-starred repo.
speech · ★ 377 · 47 forks
whisper-api-flask
Dockerized speech-to-text JSON API in a minimal Flask service.
speech · ★ 102 · 42 forks
vertexai-fastapi
Google generative models behind FastAPI — Docker + Swagger included.
backend · ★ 61
redis-langchain-chatbot
RAG chatbot over product embeddings — 40 forks of real reuse.
RAG · ★ 45 · 40 forks
gpt-researcher-boilerplate
Autonomous online-research agent — FastAPI + LangChain.
agents · ★ 17
crewai-boilerplate
Multi-agent crews, ready to configure and run.
agents · ★ 11
webgpu-llm-extension
An LLM inside a Chrome extension — no server, pure WebGPU.
edge · ★ 12
sd-vercel-nextjs
Text-to-image webapp deployed on Vercel in one afternoon.
image · ★ 22 · 30 forks
chat-endpoint-boilerplate
The minimal chat starter — swap in any model provider.
LLM · ★ 20
Popular tutorials from lablab.ai.
How to build AI agents
The foundational agents guide: tools, memory, orchestration.
agents
Build an AI auto-dubbing service
Voice-clone and translate video audio with ElevenLabs.
speech
Your first Grok API integration
From API key to first completion with xAI.
LLM
Search-powered assistant with Claude
A personal assistant app with Claude and LangChain.
LLM
AI art with working QR codes
Scannable QR-code art with ControlNet.
image
Evaluate chatbots with TruLens
Instrument and improve LLM apps with feedback functions.
evals
75+ public repos across two orgs · 1,000+ GitHub stars · community-content has 2,598 commits and paid bounties.
Free hackathons, real prizes.
Every event is free to enter and open worldwide. Teams form on the platform — you don’t need one to join.
Aug 3–10 · Online
AI Factory
Build without limits with native.builder. NEXT UP
Sep 10–17 · Santa Clara + online
AI Infra Summit Hackathon
Hybrid build week with Kisaco Research. HYBRID
Oct 16–20 · Amsterdam
TechEx Amsterdam
AI & Big Data Expo Europe hackathon. IN-PERSON
Oct 26 – Nov 3 · Dubai + online
AI GENESIS
Flagship hybrid hackathon at /function1. FLAGSHIP
ENTERPRISE & INSTITUTIONS
Point 240,000 builders at your problem.
We design and operate innovation competitions and accelerator programs — and return ranked, working solutions.
Sponsored Hackathon
Put your API, platform or problem in front of thousands of qualified AI builders.
100+ events · agent-ranked submissions
Private Platform
The lablab.ai engine, white-labeled and private: your people, your data, your IP terms.
your brand · 4 years of playbook
Operated Programs
Accelerators and incubation programs run end-to-end: selection, curriculum, mentors, demo day.
~100 companies launched in 8 months
Frame it. We run it. You get ranked solutions: problem framed, community mobilized, submissions screened, shortlist judged, working solutions delivered.