@molecule/api-ai-summarization-llm

Auto-generated, AI-first package reference for the molecule.dev ecosystem. It is written to be read by coding agents as much as by people, and is generated from this package's source — edit src/index.ts JSDoc, not this file.

Default (llm) AI summarization provider for molecule.dev.

Turns a block of text into a concise summary over whatever LLM the app has bonded. It has no vendor of its own — it composes the swappable ai chat bond (@molecule/api-ai) with a summarizer system prompt built from the requested format / length / focus, so swapping the LLM swaps the summarizer.

Quick Start

import { provider as anthropic } from '@molecule/api-ai-anthropic'
import { requireProvider } from '@molecule/api-ai-summarization'
import { provider as summarization } from '@molecule/api-ai-summarization-llm'
import { bond } from '@molecule/api-bond'

// Wire the AI chat provider this composes, then bond the summarizer.
bond('ai', anthropic)
bond('ai-summarization', summarization)

// Use anywhere after startup.
const { summary, usage } = await requireProvider().summarize({
  text: longArticle,
  format: 'bullets',
  maxLength: 60,
  focus: 'the financial impact',
})

Type

provider

Installation

npm install @molecule/api-ai-summarization-llm @molecule/api-ai @molecule/api-ai-summarization @molecule/api-i18n

API

Constants

provider

Default AI summarization provider.

Composes the bonded ai chat provider (@molecule/api-ai) — an AI provider MUST be bonded first (bond('ai', <provider>)), or summarize() throws. Bond it with bond('ai-summarization', provider); swap in a custom AISummarizationProvider to replace it without touching call sites.

const provider: AISummarizationProvider

Core Interface

Implements @molecule/api-ai-summarization interface.

Bond Wiring

Setup function to register this provider with the core interface:

import { setProvider } from '@molecule/api-ai-summarization'
import { provider } from '@molecule/api-ai-summarization-llm'

export function setupAiSummarizationLlm(): void {
  setProvider(provider)
}

Injection Notes

Requirements

Peer dependencies:

• @molecule/api-ai ^1.0.1
• @molecule/api-ai-summarization ^1.0.1
• @molecule/api-i18n ^1.0.1

Runtime Dependencies

• @molecule/api-ai
• @molecule/api-ai-summarization
• @molecule/api-i18n

Composes the swappable ai bond: an ai provider MUST be bonded first (bond('ai', <provider>)) or summarize() throws (a missing AI provider throws at summarize() time, not at import). Pass provider on the input to target a specific named ai provider. Because it is just prompt orchestration over the bonded LLM, swapping the ai provider swaps the model behind every summary without touching call sites.

E2E Tests

Integration checklist — drive the real UI (live preview, no mocks), adapt each item to this app's actual screens/flows, and check every box off one by one. A box you can't check is an integration bug to fix — not a skip:

• [ ] Summarizing a real long document through the app's UI returns a summary that is clearly SHORTER than the input and captures its key points — not a truncation of the first N characters, not an echo of the input, not empty. The sandbox has a live AI provider, so this runs for real; the output is non-deterministic, so assert on behavior (it is shorter, the main ideas are present), never on an exact string.
• [ ] A second, different document yields a genuinely different summary — not the same cached/boilerplate text — confirming each summary reflects the actual input rather than a canned response.
• [ ] The shape/length controls actually change the output: a smaller maxLength (approx target words) produces a shorter summary than a larger one, and switching format between 'paragraph', 'bullets', and 'tldr' visibly changes the structure (bullets render as a list, tldr is terser). If the app exposes only some of these, verify the ones it exposes.
• [ ] Edge inputs are handled, not silently mangled: empty or whitespace-only input does not crash and gives a clear "nothing to summarize" response; very long input (beyond the model's limit) either summarizes or fails with a visible, clear message — never a silent truncation that drops half the meaning.
• [ ] A provider failure (the AI request errors, is rate-limited, or times out) surfaces gracefully in the UI — a readable error, no blank screen, no crash, no uncaught 500.
• [ ] The summarize call runs server-side only: no AI key or provider secret is ever exposed to the browser. Confirm the request goes to this app's own API and the key never appears in network traffic or the client bundle.