Molecule.dev

Language-model OCR provider for molecule.dev — extracts text from images through any vision-capable @molecule/api-ai model

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LLM decisions provider for molecule.dev — typed choice/score/yes-no answers by composing the swappable ai chat bond

Local (offline) ai-embeddings provider for molecule.dev — runs a small sentence-embedding model in-process via Transformers.js (onnxruntime); no API key and no network at query time

Batteries-included Retrieval-Augmented Generation for molecule.dev — composes @molecule/api-semantic-search (retrieval) with the bonded @molecule/api-ai chat provider (generation) to answer questions grounded in your own documents

Language-model speech-to-text provider for molecule.dev — transcribes audio through any audio-capable @molecule/api-ai chat model

molecule.dev hosted embeddings provider — embeddings billed to your molecule project, no vendor account

Pinecone vector store provider for molecule.dev — serverless vector similarity search

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BullMQ distributed cron scheduling provider for molecule.dev

OpenAI embeddings provider for molecule.dev — text-embedding-3-small/large

RAG Q&A pipeline — chunk + embed + retrieve + ground answer with sources

vLLM-Omni image generation provider for molecule.dev — self-hosted Qwen-Image-2.1 and other diffusion models over the OpenAI-compatible Images API

Gemini API ai-embeddings provider for molecule.dev — hosted gemini-embedding-2: text, images, audio and video in one vector space (REST via fetch, zero dependencies)

OpenAI content classifier for molecule.dev — text and image moderation with omni-moderation

ChromaDB vector store provider for molecule.dev — open-source embedding database

Language-model translation provider for molecule.dev — translates through any @molecule/api-ai model, hosted or self-hosted

Default LLM-composed AI summarization provider for molecule.dev — summarizes over any bonded @molecule/api-ai chat provider

OpenAI speech provider for molecule.dev — Whisper STT + TTS

LLM-composed Retrieval-Augmented Generation provider for molecule.dev — the default ai-rag bond; composes @molecule/api-semantic-search (retrieval) with the bonded @molecule/api-ai chat provider (generation) to answer questions grounded in your own docume

Zero-shot LLM text classifier for molecule.dev — scores candidate labels by composing the swappable ai chat bond

OpenAI image generation provider for molecule.dev — DALL-E 3 and gpt-image-1

Notification center core interface for molecule.dev

TeleOCR provider for molecule.dev — extracts text from images with the open TeleOCR document-parsing model served by vLLM

Vertical notification feed: typed icon + title + body + relative time + unread indicator, with optional per-row link wrapping

Push notification provider interface for molecule.dev

Web Push provider for molecule.dev push notifications

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Per-user notification preferences (channel toggles per type) — single-row JSONB store with delivery-gate helpers.

Frontend logging interface for molecule.dev

Translations for @molecule/app-annotation-pin-react in 79 languages

Visual condition / rule builder — nested AND / OR groups of field-operator-value leaves, used for feature-flag targeting, automation triggers, segmentation, and IoT scenarios

Default in-process scheduler provider for molecule.dev

Internationalization interface for molecule.dev API

Internationalization interface for molecule.dev

External authentication provider using Supabase for molecule.dev — verifies Supabase user JWTs server-side with the public anon key

Default i18n bond setup with 80-language definitions, lazy-loading wrapper, and locale persistence via storage bond. Used by every flagship app — 113 lines of byte-identical wiring across the fleet.

Self-hosted translation provider for molecule.dev — Google MADLAD-400 (400+ languages) through a small CTranslate2 sidecar server, shipped with the package

MySQL database provider for molecule.dev

Elasticsearch search provider for molecule.dev

Stripe payment provider for molecule.dev.

Trigger / condition / action workflow runner with AI-assisted step suggestions

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LTX video generation provider for molecule.dev — Lightricks' hosted LTX-2.5/LTX-2.3 text/image-to-video-with-audio over the async V2 job API

End-to-end test core: Playwright's test, expect and page, with the browser supplied by a swappable bond — the live IDE preview inside a molecule sandbox, or real Playwright browsers on your machine and CI.

HTML5 audio player chrome — play/pause, scrub, time, volume, optional waveform slot

Drop-in /notifications page composing notification-feed/center primitives — header, filter chips, paginated list, mark-all-read action, empty state. Wires to api-resource-notification via the HTTP bond.

In-memory vector store provider for molecule.dev — brute-force cosine similarity, zero external dependencies

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Webhook capture provider for molecule.dev

Docker-based code sandbox container provider

Vonage SMS provider for molecule.dev

Abstract OCR (text extraction from images) interface — bond a vision model, Tesseract, or molecule.dev's hosted service

Database-backed notification center provider for molecule.dev

Default provider for @molecule/app-notification-center

Notification center core interface for molecule.dev — in-app notification bell with pagination, read tracking, realtime updates, and polling

Server-side QR code generation — SVG / PNG / data-URL output for emails, PDFs, and push-notification icons.

Client-side push notifications interface for molecule.dev

Field-level encryption core interface for molecule.dev — encrypt, decrypt, hash, verify, and rotate keys

Default in-process monitoring provider for molecule.dev

Feature-flag list row: name + status + rollout% + environment toggles

Feature flag management core interface for molecule.dev — flag evaluation, targeting rules, and percentage rollouts

Cron scheduling core interface for molecule.dev — schedule, pause, resume, and manage recurring jobs

DeepSeek AI provider for molecule.dev

CoinGecko crypto-prices provider for molecule.dev

Google Cloud Translation provider for molecule.dev — text translation via the Google Translate API

Database provider for Cloudflare D1 — SQLite on Workers, reusing the SQLite dialect with a D1-backed pool instead of a native driver.

Self-hosted translation provider for molecule.dev — Mozilla's Firefox Translations (Bergamot) models on the CPU, in-process, no API key

EmbeddingGemma 2 ai-embeddings provider for molecule.dev — Google's open (Apache-2.0) multimodal embedding model run in-process via Transformers.js (ONNX): text, images and audio in one 768-d space, task prefixes applied for you, Matryoshka 512/256/128

Saved payment-method resource for Stripe SetupIntent flow (saved cards, default card, detach).

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Core wiring mechanism for molecule.dev providers

Drop-in /billing/* routes (checkout, cancel, portal) + defineTiers helper for molecule.dev

AI video-generation core interface — generate short video clips with audio from text prompts and first-frame images, job-based, via swappable providers

Puppeteer HTML-to-PDF provider for molecule.dev

AI content moderation pipeline — classify, policy-match, action, audit-log

Encrypting upload provider for molecule.dev — encrypts every file before another upload provider stores it, decrypts on read.

Generic HTTP analytics provider — POSTs track/identify/page events to a configured first-party endpoint. Built for CLIs and services (mlcl, molecule-mcp) that emit into molecule.dev's own analytics.

Config-driven OAuth provider button row composing @molecule/app-oauth-logos-react with layout variants (horizontal / vertical / grid) and brand-themed inline colors

PostHog analytics provider for molecule.dev.

Webhook core interface for molecule.dev

TanStack Virtual provider for @molecule/app-virtual-scroll

React bindings for @molecule/app-analytics (route listener, hooks)

Queue-backed reliable webhook provider for molecule.dev

OAuth 2.0 client core interface for molecule.dev — consume external OAuth APIs with authorization, token exchange, refresh, and revocation

React Native push notifications provider for molecule.dev (expo-notifications)

Sandbox UI for live-testing chatbots: bot picker, message thread, input area, error region. Extracted from ai-chatbot-builder TestChat.

Webhook delivery log row with request/response JSON panels, status, and retry

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Modal model hosting for molecule.dev — run a model server container on a T4/L4/A10 GPU or CPU with per-second billing, behind Modal proxy auth

Semantic search over any document corpus for molecule.dev — composes the ai-embeddings + ai-vector-store bonds (index + search)

Kev decisions provider for molecule.dev — typed choice/score/yes-no answers from the open-weights Kev models (Qwen-based, 0.8B–27B) on your own kev.serve host

Wrapper list above leaderboard rows with podium / top-N highlighting

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Generic ranked-aggregate engine: record metrics, compute leaderboards over daily/weekly/monthly/all-time windows with rank tie-breaking, scope isolation, and cron rollup.

Leaderboard row — rank, avatar, name, score, optional change indicator

molecule.dev hosted speech provider — text-to-speech and transcription billed to your molecule project, no vendor account

molecule.dev hosted content classifier — text and image moderation billed to your molecule project, no vendor account

Abstract content moderation interface with AI-powered checking and user report management

Whistle speech provider for molecule.dev — Cactus Compute's 16.9 MB seven-language speech-to-text running in-process on CPU via the needle WASM engine (no server, no key)

AI text summarization composed over any bonded LLM (@molecule/api-ai), with a swappable provider contract

Client storage interface for molecule.dev

Google Gemini AI provider for molecule.dev

Object-storage project archive provider for molecule.dev — standard tar.gz artifacts of generic ArchiveParts (source, database dumps, git bundles: nothing privileged) persisted through @molecule/api-uploads under the storage id the uploads bond mints, ver

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Framework-agnostic client + UI metadata for the AI model catalog

PostgreSQL database client for molecule.dev

NVIDIA NeMo-Speech.cpp speech provider for molecule.dev — self-hosted batch and streaming speech-to-text with speaker diarization (Nemotron-3-Diarization)

JWT interface and key management for molecule.dev

JSON Web Token provider using jsonwebtoken for molecule.dev

Twilio SMS provider for molecule.dev

molecule.dev hosted OCR provider — text extraction from images billed to your molecule project, no vendor account

Notification resource handlers for molecule.dev

Drag-and-drop core interface for molecule.dev — sortable lists, draggable items, and droppable zones

ElevenLabs text-to-speech provider for molecule.dev

GitHub OAuth provider for molecule.dev.

Notification dropdown panel with unread state, mark-all-read, item list, empty state

Self-hosted Tesseract OCR provider for molecule.dev — text extraction from images in your own process, no vendor account, no per-call cost

Unread count badge and positioned wrapper for attaching to any child

Zhipu GLM AI provider for molecule.dev

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Push notification capture provider for molecule.dev

Google OAuth provider for molecule.dev.

Confucius4-R2T2 speech provider for molecule.dev — self-hosted append-only streaming speech-to-text

Twitter OAuth provider for molecule.dev.

Image processing core interface for molecule.dev

Default HTTP/SSE copilot provider for inline AI suggestions

AES-256-GCM encryption provider for molecule.dev — authenticated encryption, SHA-256 hashing, and key rotation

Feature-flag CRUD with targeting rules, environments, and on/off/killed/scheduled states. Extracted from the feature-flag-manager flagship.

Health monitoring interface with composable checks for molecule.dev

GitLab OAuth provider for molecule.dev.

dnd-kit provider for @molecule/app-drag-drop

Audio8-ASR-Infinite speech provider for molecule.dev — self-hosted low-latency streaming speech-to-text for Chinese and English

Sign in with Apple OAuth provider for molecule.dev.

node-cron scheduling provider for molecule.dev

Pin/annotation marker overlay with click-to-place pins and label/note popups for 3d-model-viewer, image annotations, map pins, hotspot tours

Task scheduler interface for molecule.dev

Scheduler provider for Cloudflare Workers Cron Triggers — the platform owns the clock, so tasks run from the scheduled() handler instead of an in-process timer.

Canonical OAuth provider brand logos (GitHub, Google, GitLab, Twitter/X, Apple, Facebook, Microsoft, LinkedIn, Discord) as React SVG components — identical across every app regardless of icon bond

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HTTP client core interface for molecule.dev

molecule.dev hosted translation provider — translate through molecule.dev with a project API key, no translation-vendor account

Database core interface for molecule.dev

DeepL translation provider for molecule.dev — text translation via DeepL API

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SQLite database provider for molecule.dev

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Meilisearch search provider for molecule.dev

Stability AI image generation provider for molecule.dev — Stable Diffusion 3, Stable Image Core/Ultra

Payment resource with subscription plan management

Axios HTTP client provider for @molecule/app-http

Stripe Identity KYC bond for molecule.dev — document + selfie verification, normalized status, signed webhooks.

molecule.dev hosted image generation provider — images billed to your molecule project, no vendor account

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On-device Whistle ai-voice provider for molecule.dev — Cactus Compute's 16.9 MB seven-language speech-to-text in the browser (CPU-only WASM, no WebGPU)

Native fetch HTTP client provider for molecule.dev

React pricing page + checkout flow that consumes /api/billing/* (provided by @molecule/api-entitlements + @molecule/api-payments-stripe)

Default HTTP image generator provider implementation

Drop-in pricing page composing pricing-table + subscription-plan-card + Stripe checkout, with PlanUpdated success page

Image generation pipeline: prompt assembly, provider call, variations, AI prompt enhancement

Slack channel bond — implements @molecule/api-channel for sendMessage, webhook signature verification, and inbound event parsing.

Kandinsky 6.0 video generation provider for molecule.dev — self-hosted open-weight text/image-to-video-with-audio over a vLLM-Omni server's /v1/videos API

Shared Playwright `test` + `expect` with auto-attached browser console-error/pageerror guard. Every fleet app's e2e specs import from here so a runtime exception (React mount failure, ESM/CJS interop error, unhandled rejection) hard-fails the test instead

Upload document → extract text → AI extract structured fields

Mic permission + MediaRecorder wrapper that emits a Blob — voice notes, meeting capture, AI voice agents

Stylized SVG audio waveform with click-to-seek + region overlays — renders pre-computed peaks for music-daw / podcast / streaming

Default HTTP/SSE AI assistant panel provider

CoinMarketCap crypto-prices provider for molecule.dev

Analytics core interface for molecule.dev

Axios HTTP client provider for molecule.dev.

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Egress relay HTTP client for molecule.dev — outbound HTTP through the platform relay for runtimes that cannot dial out

Telegram channel bond.

HTTP webhook provider for molecule.dev

Axiom analytics provider for molecule.dev — batches tracked events into an Axiom dataset over the ingest API, never blocking the caller.

Virtual scroll core interface for molecule.dev — virtual/infinite scrolling for large lists and grids

Frontend analytics interface for molecule.dev

Webhook notifications provider for molecule.dev

PostHog analytics provider for molecule.dev frontend

PostgreSQL pgvector provider for molecule.dev — vector similarity search with pgvector

Owner-scoped journal entry resource with optional at-rest encryption, mood linkage, daily streaks, and JSON/CSV/TXT export. Extracted from mental-health-journal flagship.

Notifications interface with multi-channel support for molecule.dev

localStorage provider for @molecule/app-storage

SMS capture provider for molecule.dev

AsyncStorage provider for @molecule/app-storage (React Native)

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SMS core interface for molecule.dev