RAG

const session = await RunAnywhere.rag.open({ id: 'all-minilm-l6-v2' }, { id: 'qwen3-0.6b' })

await session.ingest(RagDocument.text(contents))

const answer = await session.query('What is the refund window?')
console.log(answer.text)

await session.close()

rag.open(embeddingModel: ModelRef, llmModel?: ModelRef, config?: RagConfig): Promise<RagSession>

session.ingest(document: RagDocument): Promise<void>
session.ingest(documents: readonly RagDocument[]): Promise<void>
session.search(query: string, topK?: number): Promise<Match[]>
session.query(question: string, options?: RagQueryOptions): Promise<RagResult>
session.queryStream(question: string, options?: RagQueryOptions): AsyncIterable<RagEvent>
session.stats(): Promise<RagStats>
session.clear(): Promise<void>
session.close(): Promise<void>

dropZone.addEventListener('drop', async (event) => {
  event.preventDefault()

  for (const file of event.dataTransfer?.files ?? []) {
    const text = await file.text()
    await session.ingest(RagDocument.text(text, { sourceUri: file.name }))
  }
})

const matches = await session.search('refund policy', 5)

for await (const event of session.queryStream('What is the refund window?')) {
  if (event.type === 'token') answer += event.text
  if (event.type === 'sources') renderSources(event.matches)
}

const session = await RunAnywhere.rag.open(
  { id: 'all-minilm-l6-v2' },
  { id: 'qwen3-0.6b' },
  { retrievalTopK: 5, chunkSize: 512, chunkOverlap: 64 }
)

await session.close()

window.addEventListener('pagehide', () => {
  void session?.close()
})