| 1 | import type * as kendra from "@distilled.cloud/aws/kendra"; |
| 2 | import type * as Effect from "effect/Effect"; |
| 3 | import * as Binding from "../../Binding.ts"; |
| 4 | import type { Index } from "./SearchIndex.ts"; |
| 5 | |
| 6 | /** |
| 7 | * `Retrieve` request with `IndexId` injected from the bound index. |
| 8 | */ |
| 9 | export interface RetrieveRequest extends Omit< |
| 10 | kendra.RetrieveRequest, |
| 11 | "IndexId" |
| 12 | > {} |
| 13 | |
| 14 | /** |
| 15 | * Runtime binding for the `Retrieve` operation (IAM action |
| 16 | * `kendra:Retrieve`), scoped to one {@link Index}. |
| 17 | * |
| 18 | * Retrieves up to 100 semantically-relevant passages (200-token excerpts) |
| 19 | * from the index — the building block for retrieval-augmented generation |
| 20 | * (RAG) over documents synced into Kendra. |
| 21 | * Provide the implementation with |
| 22 | * `Effect.provide(AWS.Kendra.RetrieveHttp)`. |
| 23 | * |
| 24 | * ### Querying an Index |
| 25 | * **Example:** Retrieve Passages for RAG |
| 26 | * ```typescript |
| 27 | * const retrieve = yield* AWS.Kendra.Retrieve(index); |
| 28 | * |
| 29 | * const passages = yield* retrieve({ QueryText: "vacation policy" }); |
| 30 | * const context = (passages.ResultItems ?? []) |
| 31 | * .map((item) => item.Content) |
| 32 | * .join("\n"); |
| 33 | * ``` |
| 34 | * |
| 35 | * @binding |
| 36 | */ |
| 37 | export interface Retrieve extends Binding.Service< |
| 38 | Retrieve, |
| 39 | "AWS.Kendra.Retrieve", |
| 40 | ( |
| 41 | index: Index, |
| 42 | ) => Effect.Effect< |
| 43 | ( |
| 44 | request: RetrieveRequest, |
| 45 | ) => Effect.Effect<kendra.RetrieveResult, kendra.RetrieveError> |
| 46 | > |
| 47 | > {} |
| 48 | export const Retrieve = Binding.Service<Retrieve>("AWS.Kendra.Retrieve"); |