diff --git a/r2r-js/README.md b/r2r-js/README.md new file mode 100644 index 000000000..4cf1966fd --- /dev/null +++ b/r2r-js/README.md @@ -0,0 +1,148 @@ +

+ Docs + Discord + Github Stars + Commits-per-week + License: MIT + npm version +

+ +R2R JavaScript Client +

+The ultimate open source RAG answer engine - JavaScript Client +

+ +# About + +The official JavaScript client for R2R (Retrieval-Augmented Generation to Riches). R2R is designed to bridge the gap between local LLM experimentation and scalable, production-ready Retrieval-Augmented Generation (RAG). This JavaScript client provides a seamless interface to interact with the R2R RESTful API. + +For a more complete view of R2R, check out the [full documentation](https://r2r-docs.sciphi.ai/). + +## Key Features + +- **📁 Multimodal Support**: Ingest files ranging from `.txt`, `.pdf`, `.json` to `.png`, `.mp3`, and more. +- **🔍 Hybrid Search**: Combine semantic and keyword search with reciprocal rank fusion for enhanced relevancy. +- **🔗 Graph RAG**: Automatically extract relationships and build knowledge graphs. +- **🗂️ App Management**: Efficiently manage documents and users with rich observability and analytics. +- **🌐 Client-Server**: RESTful API support out of the box. +- **🧩 Configurable**: Provision your application using intuitive configuration files. +- **🔌 Extensible**: Develop your application further with easy builder + factory pattern. +- **🖥️ Dashboard**: Use the [R2R Dashboard](https://github.com/SciPhi-AI/R2R-Dashboard), an open-source React+Next.js app for a user-friendly interaction with R2R. + +## Table of Contents + +1. [Install](#install) +2. [R2R JavaScript Client Quickstart](#r2r-javascript-client-quickstart) +3. [Community and Support](#community-and-support) +4. [Contributing](#contributing) + +# Install + +```bash +npm install r2r-js +``` + +# R2R JavaScript Client Quickstart + +## Initialize the R2R client + +```javascript +const { r2rClient } = require("r2r-js"); + +const client = new r2rClient("http://localhost:8000"); +``` + +## Login + +```javascript +const EMAIL = "admin@example.com"; +const PASSWORD = "change_me_immediately"; +console.log("Logging in..."); +await client.login(EMAIL, PASSWORD); +``` + +## Ingest files + +```javascript +const files = [ + { path: "examples/data/raskolnikov.txt", name: "raskolnikov.txt" }, + { path: "examples/data/karamozov.txt", name: "karamozov.txt" }, +]; + +const ingestResult = await client.ingestFiles(files, { + metadatas: [{ title: "raskolnikov.txt" }, { title: "karamozov.txt" }], + user_ids: [ + "123e4567-e89b-12d3-a456-426614174000", + "123e4567-e89b-12d3-a456-426614174000", + ], + skip_document_info: false, +}); +console.log(ingestResult); +``` + +## Perform a search + +```javascript +const searchResult = await client.search("Who was Raskolnikov?"); +console.log(searchResult); +``` + +## Perform RAG + +```javascript +const ragResult = await client.rag({ + query: "Who was Raskolnikov?", + use_vector_search: true, + search_filters: {}, + search_limit: 10, + do_hybrid_search: false, + use_kg_search: false, + kg_generation_config: {}, + rag_generation_config: { + model: "gpt-4o", + temperature: 0.0, + stream: false, + }, +}); +console.log(ragResult); +``` + +## Stream a RAG Response + +```javascript +const streamingRagResult = await client.rag({ + query: "Who was Raskolnikov?", + rag_generation_config: { + stream: true, + }, +}); + +if (streamingRagResult instanceof ReadableStream) { + const reader = streamingRagResult.getReader(); + while (true) { + const { done, value } = await reader.read(); + if (done) break; + console.log(new TextDecoder().decode(value)); + } +} +``` + +# Community and Support + +- [Discord](https://discord.gg/p6KqD2kjtB): Chat live with maintainers and community members +- [Github Issues](https://github.com/SciPhi-AI/R2R-js/issues): Report bugs and request features + +**Explore our [R2R Docs](https://r2r-docs.sciphi.ai/) for tutorials and cookbooks on various R2R features and integrations.** + +# Contributing + +We welcome contributions of all sizes! Here's how you can help: + +- Open a PR for new features, improvements, or better documentation. +- Submit a [feature request](https://github.com/SciPhi-AI/R2R-js/issues/new?assignees=&labels=&projects=&template=feature_request.md&title=) or [bug report](https://github.com/SciPhi-AI/R2R-js/issues/new?assignees=&labels=&projects=&template=bug_report.md&title=) + +### Our Contributors + + + + diff --git a/r2r-js/__tests__/r2rClient.test.ts b/r2r-js/__tests__/r2rClient.test.ts new file mode 100644 index 000000000..38624504f --- /dev/null +++ b/r2r-js/__tests__/r2rClient.test.ts @@ -0,0 +1,43 @@ +import { r2rClient } from "../src/r2rClient"; +import axios from "axios"; + +jest.mock("axios"); + +describe("R2RClient", () => { + let client: r2rClient; + let mockAxiosInstance: any; + + beforeEach(() => { + mockAxiosInstance = { + post: jest.fn(), + request: jest.fn(), + defaults: { baseURL: "http://0.0.0.0:8000/v1" }, + }; + + (axios.create as jest.Mock).mockReturnValue(mockAxiosInstance); + + client = new r2rClient("http://0.0.0.0:8000"); + }); + + describe("Mocked Tests", () => { + test("should correctly set the baseURL with prefix", () => { + expect((client as any).axiosInstance.defaults.baseURL).toBe( + "http://0.0.0.0:8000/v1", + ); + }); + + test("health should return data from the /health endpoint", async () => { + const mockResponse = { response: "ok" }; + mockAxiosInstance.request.mockResolvedValue({ data: mockResponse }); + + const result = await client.health(); + expect(result).toEqual(mockResponse); + expect(mockAxiosInstance.request).toHaveBeenCalledWith({ + method: "GET", + url: "health", + headers: {}, + responseType: "json", + }); + }); + }); +}); diff --git a/r2r-js/__tests__/r2rClientIntegrationSuperUser.test.ts b/r2r-js/__tests__/r2rClientIntegrationSuperUser.test.ts new file mode 100644 index 000000000..125e7a6c8 --- /dev/null +++ b/r2r-js/__tests__/r2rClientIntegrationSuperUser.test.ts @@ -0,0 +1,168 @@ +import { r2rClient } from "../src/index"; +import { FilterCriteria, AnalysisTypes } from "../src/models"; +const fs = require("fs"); + +const baseUrl = "http://localhost:8000"; + +describe("r2rClient Integration Tests", () => { + let client: r2rClient; + + beforeAll(async () => { + client = new r2rClient(baseUrl); + }); + + test("Health check", async () => { + await expect(client.health()).resolves.not.toThrow(); + }); + + test("Login", async () => { + await expect( + client.login("admin@example.com", "change_me_immediately"), + ).resolves.not.toThrow(); + }); + + test("Server stats", async () => { + await expect(client.serverStats()).resolves.not.toThrow(); + }); + + test("Ingest file", async () => { + const files = [ + { path: "examples/data/raskolnikov.txt", name: "raskolnikov.txt" }, + ]; + + await expect( + client.ingestFiles(files, { + metadatas: [{ title: "raskolnikov.txt" }, { title: "karamozov.txt" }], + user_ids: ["123e4567-e89b-12d3-a456-426614174000"], + skip_document_info: false, + }), + ).resolves.not.toThrow(); + }); + + test("Ingest files in folder", async () => { + const files = ["examples/data/folder"]; + + await expect(client.ingestFiles(files)).resolves.not.toThrow(); + }); + + test("Update files", async () => { + const updated_file = [ + { path: "examples/data/folder/myshkin.txt", name: "super_myshkin.txt" }, + ]; + await expect( + client.updateFiles(updated_file, { + document_ids: ["f3c6afa5-fc58-58b7-b797-f7148e5253c3"], + metadatas: [{ title: "updated_karamozov.txt" }], + }), + ).resolves.not.toThrow(); + }); + + test("Search documents", async () => { + await expect(client.search("test")).resolves.not.toThrow(); + }); + + test("Generate RAG response", async () => { + await expect(client.rag({ query: "test" })).resolves.not.toThrow(); + }, 30000); + + test("Generate RAG Chat response", async () => { + const messages = [ + { role: "system", content: "You are a helpful assistant." }, + { role: "user", content: "Tell me about Raskolnikov." }, + ]; + + await expect(client.agent({ messages })).resolves.not.toThrow(); + }, 30000); + + test("Generate RAG Chat response with streaming", async () => { + const messages = [ + { role: "system", content: "You are a helpful assistant." }, + { role: "user", content: "Tell me about Raskolnikov." }, + ]; + + const streamingConfig = { + messages, + rag_generation_config: { stream: true }, + }; + + const stream = await client.agent(streamingConfig); + + expect(stream).toBeDefined(); + expect(stream instanceof ReadableStream).toBe(true); + + let fullResponse = ""; + const reader = stream.getReader(); + + while (true) { + const { done, value } = await reader.read(); + if (done) { + break; + } + + const chunk = new TextDecoder().decode(value); + fullResponse += chunk; + } + + expect(fullResponse.length).toBeGreaterThan(0); + }, 30000); + + test("Delete document", async () => { + await expect( + client.delete(["document_id"], ["cb6e55f3-cb3e-5646-ad52-42f06eb321f5"]), + ).resolves.not.toThrow(); + }); + + test("Get logs", async () => { + await expect(client.logs()).resolves.not.toThrow(); + }); + + test("App settings", async () => { + await expect(client.appSettings()).resolves.not.toThrow(); + }); + + test("Get analytics", async () => { + const filterCriteria: FilterCriteria = { + filters: { + search_latencies: "search_latency", + }, + }; + + const analysisTypes: AnalysisTypes = { + analysis_types: { + search_latencies: ["basic_statistics", "search_latency"], + }, + }; + + await expect( + client.analytics(filterCriteria, analysisTypes), + ).resolves.not.toThrow(); + }); + + test("Get users overview", async () => { + await expect(client.usersOverview()).resolves.not.toThrow(); + }); + + test("Get documents overview", async () => { + await expect(client.documentsOverview()).resolves.not.toThrow(); + }); + + test("Get document chunks", async () => { + await expect( + client.documentChunks("43eebf9c-c2b4-59e5-993a-054bf4a5c423"), + ).resolves.not.toThrow(); + }); + + test("Clean up remaining documents", async () => { + await expect( + client.delete(["document_id"], ["43eebf9c-c2b4-59e5-993a-054bf4a5c423"]), + ).resolves.not.toThrow(); + + await expect( + client.delete(["document_id"], ["f3c6afa5-fc58-58b7-b797-f7148e5253c3"]), + ).resolves.not.toThrow; + }); + + test("Logout", async () => { + await expect(client.logout()).resolves.not.toThrow(); + }); +}); diff --git a/r2r-js/__tests__/r2rClientIntegrationUser.test.ts b/r2r-js/__tests__/r2rClientIntegrationUser.test.ts new file mode 100644 index 000000000..51324a420 --- /dev/null +++ b/r2r-js/__tests__/r2rClientIntegrationUser.test.ts @@ -0,0 +1,120 @@ +import { r2rClient } from "../src/index"; +import { FilterCriteria, AnalysisTypes } from "../src/models"; +const fs = require("fs"); + +const baseUrl = "http://localhost:8000"; + +describe("r2rClient Integration Tests", () => { + let client: r2rClient; + + beforeAll(async () => { + client = new r2rClient(baseUrl); + }); + + test("Health check", async () => { + await expect(client.health()).resolves.not.toThrow(); + }); + + test("Register user", async () => { + await expect( + client.register("test@gmail.com", "password"), + ).resolves.not.toThrow(); + }); + + test("Verify Email throws a 400 error", async () => { + await expect(client.verifyEmail("verification_code")).rejects.toThrow( + "Status 400: Email verification is not required", + ); + }); + + test("Login", async () => { + await expect( + client.login("test@gmail.com", "password"), + ).resolves.not.toThrow(); + }); + + test("Ingest file", async () => { + const files = [ + { path: "examples/data/raskolnikov.txt", name: "raskolnikov.txt" }, + ]; + + await expect( + client.ingestFiles(files, { + metadatas: [{ title: "myshkin.txt" }, { title: "karamozov.txt" }], + skip_document_info: false, + }), + ).resolves.not.toThrow(); + }); + + test("Ingest files in folder", async () => { + const files = ["examples/data/folder"]; + + await expect(client.ingestFiles(files)).resolves.not.toThrow(); + }); + + test("Update files", async () => { + const updated_file = [ + { path: "examples/data/folder/myshkin.txt", name: "myshkin.txt" }, + ]; + await expect( + client.updateFiles(updated_file, { + document_ids: ["06f6aab5-daa1-5b22-809c-d73a378600ed"], + metadatas: [{ title: "updated_karamozov.txt" }], + }), + ).resolves.not.toThrow(); + }); + + test("Search documents", async () => { + await expect(client.search("test")).resolves.not.toThrow(); + }); + + test("Generate RAG response", async () => { + await expect(client.rag({ query: "test" })).resolves.not.toThrow(); + }, 30000); + + test("Delete document", async () => { + await expect( + client.delete(["document_id"], ["c621c119-e21d-5d11-a099-bab1993f76d0"]), + ).resolves.not.toThrow(); + }); + + test("Only a superuser can call app settings", async () => { + await expect(client.appSettings()).rejects.toThrow( + "Status 403: Only a superuser can call the `app_settings` endpoint.", + ); + }); + + test("Get documents overview", async () => { + await expect(client.documentsOverview()).resolves.not.toThrow(); + }); + + test("Logout", async () => { + await expect(client.logout()).resolves.not.toThrow(); + }); + + test("Login after logout", async () => { + await expect( + client.login("test@gmail.com", "password"), + ).resolves.not.toThrow(); + }); + + test("Clean up remaining documents", async () => { + await expect( + client.delete(["document_id"], ["f58d4ec4-0274-56fa-b1ce-16aa3ba9ce3c"]), + ).resolves.not.toThrow(); + + await expect( + client.delete(["document_id"], ["06f6aab5-daa1-5b22-809c-d73a378600ed"]), + ).resolves.not.toThrow; + }); + + test("Change password", async () => { + await expect( + client.changePassword("password", "new_password"), + ).resolves.not.toThrow(); + }); + + test("Delete User", async () => { + await expect(client.deleteUser("new_password")).resolves.not.toThrow(); + }); +}); diff --git a/r2r-js/examples/data/folder/karamozov.txt b/r2r-js/examples/data/folder/karamozov.txt new file mode 100644 index 000000000..5348a5706 --- /dev/null +++ b/r2r-js/examples/data/folder/karamozov.txt @@ -0,0 +1,4 @@ +Alexius Fyodorovich Karamazov erat tertius filius Fyodoris Pavlovich Karamazov +possessoris terrarum in nostro districtu bene noti sua aetate, et adhuc apud nos +memoriae mandati ob mortem tragicam et obscuram, quae tredecim annos abhinc +accidit, quamque suo loco describam. diff --git a/r2r-js/examples/data/folder/myshkin.txt b/r2r-js/examples/data/folder/myshkin.txt new file mode 100644 index 000000000..0e367dc8d --- /dev/null +++ b/r2r-js/examples/data/folder/myshkin.txt @@ -0,0 +1,4 @@ +Sub finem Novembris, tempore liquationis, hora nona mane, tramen in via +ferrea Varsaviae et Petropoli plenis velocitatibus Petropolim +appropinquabat. Dies ita humidus et nebulosus erat ut magno cum labore +viatores invicem videre possent. diff --git a/r2r-js/examples/data/raskolnikov.txt b/r2r-js/examples/data/raskolnikov.txt new file mode 100644 index 000000000..dfb25d60f --- /dev/null +++ b/r2r-js/examples/data/raskolnikov.txt @@ -0,0 +1,8 @@ +In vespera praecipue calida ineunte Iulio iuvenis e cenaculo in quo hospitabatur in +S. loco exiit et lente, quasi dubitans, versus pontem K. ambulavit. Feliciter vitavit +ne domina sua eum in scala occurreret. Cenaculum suum sub tecto domus altae, quinque +tabulatorum, erat, et magis armario quam conclavi simile erat. Domina, quae ei cenaculum, +prandia et ministerium praebebat, in tabulato infra habitabat, et quotienscumque exibat, +praeterire culinam eius, cuius ianua semper aperta erat, cogebatur. Et quoties praeteribat, +iuvenis aegrotum et pavidum sensum habebat, quod eum corrugare frontem et pudere faciebat. +Desperanter apud dominam suam aere alieno obrutus erat, et eam convenire timebat. diff --git a/r2r-js/examples/hello_r2r.js b/r2r-js/examples/hello_r2r.js new file mode 100644 index 000000000..a1bb8b572 --- /dev/null +++ b/r2r-js/examples/hello_r2r.js @@ -0,0 +1,49 @@ +const { r2rClient } = require("r2r-js"); + +// http://localhost:8000 or the address that you are running the R2R server +const client = new r2rClient("http://localhost:8000"); + +async function main() { + const EMAIL = "admin@example.com"; + const PASSWORD = "change_me_immediately"; + console.log("Logging in..."); + await client.login(EMAIL, PASSWORD); + + const files = [ + { path: "examples/data/raskolnikov.txt", name: "raskolnikov.txt" }, + ]; + + console.log("Ingesting file..."); + const ingestResult = await client.ingestFiles(files, { + metadatas: [{ title: "raskolnikov.txt" }], + skip_document_info: false, + }); + console.log("Ingest result:", JSON.stringify(ingestResult, null, 2)); + + console.log("Performing RAG..."); + const ragResponse = await client.rag({ + query: "What does the file talk about?", + rag_generation_config: { + model: "gpt-4o", + temperature: 0.0, + stream: false, + }, + }); + + console.log("Search Results:"); + ragResponse.results.search_results.vector_search_results.forEach( + (result, index) => { + console.log(`\nResult ${index + 1}:`); + console.log(`Text: ${result.metadata.text.substring(0, 100)}...`); + console.log(`Score: ${result.score}`); + }, + ); + + console.log("\nCompletion:"); + console.log(ragResponse.results.completion.choices[0].message.content); + + console.log("Logging out..."); + await client.logout(); +} + +main(); diff --git a/r2r-js/jest.config.js b/r2r-js/jest.config.js new file mode 100644 index 000000000..4499ebd11 --- /dev/null +++ b/r2r-js/jest.config.js @@ -0,0 +1,8 @@ +module.exports = { + preset: "ts-jest", + testEnvironment: 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create-require: 1.1.1 + diff: 4.0.2 + make-error: 1.3.6 + typescript: 5.5.3 + v8-compile-cache-lib: 3.0.1 + yn: 3.1.1 + + type-detect@4.0.8: {} + + type-fest@0.21.3: {} + + typescript@5.5.3: {} + + undici-types@5.26.5: {} + + update-browserslist-db@1.1.0(browserslist@4.23.2): + dependencies: + browserslist: 4.23.2 + escalade: 3.1.2 + picocolors: 1.0.1 + + uuid@10.0.0: {} + + v8-compile-cache-lib@3.0.1: {} + + v8-to-istanbul@9.3.0: + dependencies: + "@jridgewell/trace-mapping": 0.3.25 + "@types/istanbul-lib-coverage": 2.0.6 + convert-source-map: 2.0.0 + + walker@1.0.8: + dependencies: + makeerror: 1.0.12 + + web-vitals@4.2.2: {} + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + wrap-ansi@7.0.0: + dependencies: + ansi-styles: 4.3.0 + string-width: 4.2.3 + strip-ansi: 6.0.1 + + wrappy@1.0.2: {} + + write-file-atomic@4.0.2: + dependencies: + imurmurhash: 0.1.4 + signal-exit: 3.0.7 + + y18n@5.0.8: {} + + yallist@3.1.1: {} + + yargs-parser@21.1.1: {} + + yargs@17.7.2: + dependencies: + cliui: 8.0.1 + escalade: 3.1.2 + get-caller-file: 2.0.5 + require-directory: 2.1.1 + string-width: 4.2.3 + y18n: 5.0.8 + yargs-parser: 21.1.1 + + yn@3.1.1: {} + + yocto-queue@0.1.0: {} diff --git a/r2r-js/src/feature.ts b/r2r-js/src/feature.ts new file mode 100644 index 000000000..d559c4e3e --- /dev/null +++ b/r2r-js/src/feature.ts @@ -0,0 +1,102 @@ +import type * as PostHogJs from "posthog-js"; +import { PostHog as PostHogNodeClient } from "posthog-node"; +import { v4 as uuidv4 } from "uuid"; + +const posthogApiKey = "phc_OPBbibOIErCGc4NDLQsOrMuYFTKDmRwXX6qxnTr6zpU"; +const posthogHost = "https://us.i.posthog.com"; + +let posthog: PostHogJs.PostHog | PostHogNodeClient; +let isPostHogInitialized = false; +let distinctId: string = uuidv4(); + +function isBrowser( + client: PostHogJs.PostHog | PostHogNodeClient, +): client is PostHogJs.PostHog { + return typeof window !== "undefined"; +} + +export function initializeTelemetry() { + if (isPostHogInitialized) return; + + if (typeof window !== "undefined") { + // Browser environment + import("posthog-js").then((posthogJs) => { + posthog = posthogJs.default; + posthog.init(posthogApiKey, { + api_host: posthogHost, + }); + + window.addEventListener("beforeunload", () => { + (posthog as PostHogJs.PostHog).capture("PageUnload"); + }); + + isPostHogInitialized = true; + }); + } else { + // Node.js environment + posthog = new PostHogNodeClient(posthogApiKey, { host: posthogHost }); + isPostHogInitialized = true; + } + + if (process.env.R2R_JS_DISABLE_TELEMETRY === "true") { + if (isBrowser(posthog)) { + posthog.opt_out_capturing(); + } else { + posthog.disable(); + } + } +} + +type AsyncFunction = (...args: any[]) => Promise; + +function captureEvent(eventName: string, properties?: Record) { + if (isPostHogInitialized) { + const environment = typeof window !== "undefined" ? "browser" : "node"; + const eventProperties = { ...properties, environment }; + + if (isBrowser(posthog)) { + posthog.capture(eventName, eventProperties); + } else { + (posthog as PostHogNodeClient).capture({ + distinctId: distinctId, + event: eventName, + properties: eventProperties, + }); + } + } +} + +export function feature(operationName: string) { + return function ( + _target: any, + _propertyKey: string | symbol, + descriptor: TypedPropertyDescriptor, + ): TypedPropertyDescriptor { + const originalMethod = descriptor.value!; + + descriptor.value = async function ( + this: any, + ...args: any[] + ): Promise { + try { + const result = await originalMethod.apply(this, args); + captureEvent("TSClient", { operation: operationName }); + return result; + } catch (error: unknown) { + captureEvent("TSClient", { + operation: operationName, + errorMessage: + error instanceof Error ? error.message : "Unknown error", + }); + throw error; + } finally { + if (isPostHogInitialized && !isBrowser(posthog)) { + // Flush events in Node.js environment + await (posthog as PostHogNodeClient).shutdown(); + } + } + }; + + return descriptor; + }; +} diff --git a/r2r-js/src/index.ts b/r2r-js/src/index.ts new file mode 100644 index 000000000..0f4285074 --- /dev/null +++ b/r2r-js/src/index.ts @@ -0,0 +1,3 @@ +export { r2rClient } from "./r2rClient"; +export * from "./models"; +export { feature, initializeTelemetry } from "./feature"; diff --git a/r2r-js/src/models.tsx b/r2r-js/src/models.tsx new file mode 100644 index 000000000..62ab720e0 --- /dev/null +++ b/r2r-js/src/models.tsx @@ -0,0 +1,154 @@ +export interface UserCreate { + email: string; + password: string; +} + +export interface TokenInfo { + token: string; +} + +export interface LoginResponse { + results: { + access_token: TokenInfo; + refresh_token: TokenInfo; + }; +} + +export interface RefreshTokenResponse { + results: { + access_token: { token: string }; + refresh_token: { token: string }; + }; +} + +export interface GenerationConfig { + temperature?: number; + top_p?: number; + top_k?: number; + max_tokens_to_sample?: number; + model?: string; + stream?: boolean; + functions?: Array>; + skip_special_tokens?: boolean; + stop_token?: string; + num_beams?: number; + do_sample?: boolean; + generate_with_chat?: boolean; + add_generation_kwargs?: Record; + api_base?: string; +} + +export const DEFAULT_GENERATION_CONFIG: GenerationConfig = { + temperature: 0.1, + top_p: 1, + top_k: 100, + max_tokens_to_sample: 1024, + model: "gpt-4o", + stream: true, +}; + +export interface VectorSearchSettings { + use_vector_search: boolean; + search_filters?: Record; + search_limit: number; + do_hybrid_search: boolean; +} + +export interface KGSearchSettings { + use_kg_search: boolean; + agent_generation_config?: Record; +} + +export interface Message { + role: string; + content: string; +} + +export interface R2RUpdatePromptRequest { + name: string; + template?: string; + input_types?: Record; +} + +export interface R2RIngestFilesRequest { + metadatas?: Record[]; + document_ids?: string[]; + user_ids?: (string | null)[]; + versions?: string[]; + skip_document_info?: boolean; +} + +export interface R2RUpdateFilesRequest { + metadatas?: Record[]; + document_ids?: string[]; +} + +export interface R2RSearchRequest { + query: string; + vector_search_settings: VectorSearchSettings; + kg_search_settings: KGSearchSettings; +} + +export interface R2RRAGRequest { + query: string; + vector_search_settings: Record; + kg_search_settings: Record; + rag_generation_config?: Record; +} + +export interface R2RDeleteRequest { + keys: string[]; + values: (boolean | number | string)[]; +} + +export interface FilterCriteria { + filters?: { [key: string]: string }; +} + +export interface AnalysisTypes { + analysis_types?: { [key: string]: string[] }; +} + +export interface R2RAnalyticsRequest { + filter_criteria: FilterCriteria; + analysis_types: AnalysisTypes; +} + +export interface R2RUsersOverviewRequest { + user_ids?: string[]; +} + +export interface R2RDocumentsOverviewRequest { + document_ids?: string[]; + user_ids?: string[]; +} + +export interface R2RDocumentChunksRequest { + document_id: string; +} + +export interface R2RLogsRequest { + log_type_filter?: string | null; + max_runs_requested: number; +} + +export interface R2RAgentRequest { + messages: Message[]; + vector_search_settings?: { + use_vector_search: boolean; + search_filters?: Record; + search_limit: number; + do_hybrid_search: boolean; + }; + kg_search_settings?: { + use_kg_search: boolean; + kg_search_generation_config?: Record; + }; + rag_generation_config?: GenerationConfig; + task_prompt_override?: string; + include_title_if_available?: boolean; +} + +export interface R2RPrintRelationshipRequest { + limit: number; +} diff --git a/r2r-js/src/r2rClient.ts b/r2r-js/src/r2rClient.ts new file mode 100644 index 000000000..0624e228e --- /dev/null +++ b/r2r-js/src/r2rClient.ts @@ -0,0 +1,773 @@ +import axios, { + AxiosInstance, + Method, + AxiosResponse, + AxiosRequestConfig, +} from "axios"; +import FormData from "form-data"; +import { URLSearchParams } from "url"; + +let fs: any; +if (typeof window === "undefined") { + import("fs").then((module) => { + fs = module; + }); +} + +import { feature, initializeTelemetry } from "./feature"; +import { + LoginResponse, + UserCreate, + Message, + RefreshTokenResponse, + R2RUpdatePromptRequest, + R2RIngestFilesRequest, + R2RSearchRequest, + R2RAgentRequest, + R2RRAGRequest, + R2RDeleteRequest, + R2RAnalyticsRequest, + R2RUpdateFilesRequest, + R2RUsersOverviewRequest, + R2RDocumentsOverviewRequest, + R2RDocumentChunksRequest, + R2RLogsRequest, + R2RPrintRelationshipRequest, + FilterCriteria, + AnalysisTypes, + VectorSearchSettings, + KGSearchSettings, + GenerationConfig, + DEFAULT_GENERATION_CONFIG, +} from "./models"; + +function handleRequestError(response: AxiosResponse): void { + if (response.status < 400) { + return; + } + + let message: string; + const errorContent = response.data; + + if ( + typeof errorContent === "object" && + errorContent !== null && + "detail" in errorContent + ) { + const { detail } = errorContent; + if (typeof detail === "object" && detail !== null) { + message = (detail as { message?: string }).message || response.statusText; + } else { + message = String(detail); + } + } else { + message = String(errorContent); + } + + throw new Error(`Status ${response.status}: ${message}`); +} + +export class r2rClient { + private axiosInstance: AxiosInstance; + private baseUrl: string; + private accessToken: string | null; + private refreshToken: string | null; + + constructor(baseURL: string, prefix: string = "/v1") { + this.baseUrl = `${baseURL}${prefix}`; + this.accessToken = null; + this.refreshToken = null; + + this.axiosInstance = axios.create({ + baseURL: this.baseUrl, + headers: { + "Content-Type": "application/json", + }, + transformRequest: [ + (data) => { + if (typeof data === "string") { + return data; + } + return JSON.stringify(data); + }, + ], + }); + + initializeTelemetry(); + } + + private async _makeRequest( + method: Method, + endpoint: string, + options: any = {}, + ): Promise { + const url = `${endpoint}`; + const config: AxiosRequestConfig = { + method, + url, + headers: { ...options.headers }, + ...options, + responseType: options.responseType || "json", + }; + + config.headers = config.headers || {}; + + if (options.data) { + if (typeof FormData !== "undefined" && options.data instanceof FormData) { + config.data = options.data; + delete config.headers["Content-Type"]; + } else if ( + typeof URLSearchParams !== "undefined" && + options.data instanceof URLSearchParams + ) { + config.data = options.data.toString(); + config.headers["Content-Type"] = "application/x-www-form-urlencoded"; + } else if (typeof options.data === "object") { + config.data = JSON.stringify(options.data); + config.headers["Content-Type"] = "application/json"; + } else { + config.data = options.data; + } + } + + if ( + this.accessToken && + !["register", "login", "verify_email", "health"].includes(endpoint) + ) { + config.headers.Authorization = `Bearer ${this.accessToken}`; + } + + if (options.responseType === "stream") { + const fetchHeaders: Record = {}; + Object.entries(config.headers).forEach(([key, value]) => { + if (typeof value === "string") { + fetchHeaders[key] = value; + } + }); + const response = await fetch(`${this.baseUrl}/${endpoint}`, { + method, + headers: fetchHeaders, + body: config.data, + }); + + if (!response.ok) { + throw new Error(`HTTP error! status: ${response.status}`); + } + + return response.body as unknown as T; + } + + try { + const response = await this.axiosInstance.request(config); + return options.returnFullResponse + ? (response as any as T) + : response.data; + } catch (error) { + if (axios.isAxiosError(error) && error.response) { + handleRequestError(error.response); + } + throw error; + } + } + + @feature("register") + async register(email: string, password: string): Promise { + const user: UserCreate = { email, password }; + return await this._makeRequest("POST", "register", { data: user }); + } + + @feature("verifyEmail") + async verifyEmail(verification_code: string): Promise { + return await this._makeRequest("POST", `verify_email/${verification_code}`); + } + + @feature("login") + async login(email: string, password: string): Promise { + let formData; + if (typeof URLSearchParams !== "undefined") { + formData = new URLSearchParams(); + formData.append("username", email); + formData.append("password", password); + } else { + formData = `username=${encodeURIComponent(email)}&password=${encodeURIComponent(password)}`; + } + + const response = await this._makeRequest("POST", "login", { + data: formData, + headers: { + "Content-Type": "application/x-www-form-urlencoded", + }, + }); + + if (response && response.results) { + this.accessToken = response.results.access_token.token; + this.refreshToken = response.results.refresh_token.token; + } else { + throw new Error("Invalid response structure"); + } + + return response; + } + + async refreshAccessToken(): Promise { + if (!this.refreshToken) { + throw new Error("No refresh token available. Please login again."); + } + + const response = await this._makeRequest( + "POST", + "refresh_access_token", + { data: { refresh_token: this.refreshToken } }, + ); + + if (response && response.results) { + this.accessToken = response.results.access_token.token; + this.refreshToken = response.results.refresh_token.token; + } else { + throw new Error("Invalid response structure"); + } + + return response; + } + + private _ensureAuthenticated(): void { + // if (!this.accessToken) { + // throw new Error("Not authenticated. Please login first."); + // } + } + + async health(): Promise { + return await this._makeRequest("GET", "health"); + } + + async serverStats(): Promise { + this._ensureAuthenticated(); + return await this._makeRequest("GET", "server_stats"); + } + + @feature("updatePrompt") + async updatePrompt( + name: string = "default_system", + template?: string, + input_types?: Record, + ): Promise> { + this._ensureAuthenticated(); + + const request: R2RUpdatePromptRequest = { + name: name, + }; + + if (template !== undefined) { + request.template = template; + } + + if (input_types !== undefined) { + request.input_types = input_types; + } + + return await this._makeRequest("POST", "update_prompt", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("ingestFiles") + async ingestFiles( + files: (string | File | { path: string; name: string })[], + options: { + metadatas?: Record[]; + document_ids?: string[]; + user_ids?: (string | null)[]; + versions?: string[]; + skip_document_info?: boolean; + } = {}, + ): Promise { + this._ensureAuthenticated(); + + const formData = new FormData(); + + const processPath = async ( + path: string | File | { path: string; name: string }, + index: number, + ) => { + if (typeof path === "string") { + if (typeof window === "undefined") { + const stat = await fs.promises.stat(path); + if (stat.isDirectory()) { + const files = await fs.promises.readdir(path, { + withFileTypes: true, + }); + for (const file of files) { + await processPath(`${path}/${file.name}`, index); + } + } else { + formData.append( + "files", + fs.createReadStream(path), + path.split("/").pop(), + ); + } + } else { + console.warn( + "File or folder path provided in browser environment. This is not supported.", + ); + } + } else if (path instanceof File) { + formData.append("files", path); + } else if ("path" in path) { + if (typeof window === "undefined") { + formData.append("files", fs.createReadStream(path.path), path.name); + } else { + console.warn( + "File path provided in browser environment. This is not supported.", + ); + } + } + }; + + for (let i = 0; i < files.length; i++) { + await processPath(files[i], i); + } + + const request: R2RIngestFilesRequest = { + metadatas: options.metadatas, + document_ids: options.document_ids, + user_ids: options.user_ids, + versions: options.versions, + skip_document_info: options.skip_document_info ?? false, + }; + + Object.entries(request).forEach(([key, value]) => { + if (value !== undefined) { + formData.append(key, JSON.stringify(value)); + } + }); + + return await this._makeRequest("POST", "ingest_files", { + data: formData, + headers: formData.getHeaders?.() ?? { + "Content-Type": "multipart/form-data", + }, + transformRequest: [ + (data: any, headers: Record) => { + delete headers["Content-Type"]; + return data; + }, + ], + }); + } + + @feature("updateFiles") + async updateFiles( + files: (File | { path: string; name: string })[], + options: { + document_ids: string[]; + metadatas?: Record[]; + }, + ): Promise { + this._ensureAuthenticated(); + + const formData = new FormData(); + + if (files.length !== options.document_ids.length) { + throw new Error("Each file must have a corresponding document ID."); + } + + files.forEach((file, index) => { + if ("path" in file) { + if (typeof window === "undefined") { + formData.append(`files`, fs.createReadStream(file.path), file.name); + } else { + console.warn( + "File path provided in browser environment. This is not supported.", + ); + } + } else { + formData.append(`files`, file); + } + }); + + const request: R2RUpdateFilesRequest = { + metadatas: options.metadatas, + document_ids: options.document_ids, + }; + + Object.entries(request).forEach(([key, value]) => { + if (value !== undefined) { + formData.append(key, JSON.stringify(value)); + } + }); + + return await this._makeRequest("POST", "update_files", { + data: formData, + headers: formData.getHeaders?.() ?? { + "Content-Type": "multipart/form-data", + }, + transformRequest: [ + (data: any, headers: Record) => { + delete headers["Content-Type"]; + return data; + }, + ], + }); + } + + @feature("search") + async search( + query: string, + use_vector_search?: boolean, + search_filters?: Record, + search_limit?: number, + do_hybrid_search?: boolean, + use_kg_search?: boolean, + kg_agent_generation_config?: GenerationConfig, + ): Promise { + this._ensureAuthenticated(); + + const vector_search_settings: VectorSearchSettings = { + use_vector_search: use_vector_search || true, + search_filters: search_filters || {}, + search_limit: search_limit || 10, + do_hybrid_search: do_hybrid_search || false, + }; + + const kg_search_settings: KGSearchSettings = { + use_kg_search: use_kg_search !== undefined ? use_kg_search : false, + agent_generation_config: kg_agent_generation_config + ? { ...DEFAULT_GENERATION_CONFIG, ...kg_agent_generation_config } + : undefined, + }; + + const request: R2RSearchRequest = { + query, + vector_search_settings, + kg_search_settings, + }; + + return await this._makeRequest("POST", "search", { data: request }); + } + + @feature("rag") + async rag(params: { + query: string; + use_vector_search?: boolean; + search_filters?: Record; + search_limit?: number; + do_hybrid_search?: boolean; + use_kg_search?: boolean; + kg_generation_config?: Record; + rag_generation_config?: Record; + }): Promise { + this._ensureAuthenticated(); + + const { + query, + use_vector_search = true, + search_filters = {}, + search_limit = 10, + do_hybrid_search = false, + use_kg_search = false, + kg_generation_config = {}, + rag_generation_config = {}, + } = params; + + const vector_search_settings: Record = { + use_vector_search, + search_filters, + search_limit, + do_hybrid_search, + }; + + const kg_search_settings: Record = { + use_kg_search, + agent_generation_config: { + ...DEFAULT_GENERATION_CONFIG, + ...kg_generation_config, + }, + }; + + const request: R2RRAGRequest = { + query, + vector_search_settings, + kg_search_settings, + rag_generation_config: { + ...DEFAULT_GENERATION_CONFIG, + ...rag_generation_config, + }, + }; + + if (rag_generation_config && rag_generation_config.stream) { + return this.streamRag(request); + } else { + return await this._makeRequest("POST", "rag", { data: request }); + } + } + + @feature("streamingRag") + private async streamRag( + request: R2RRAGRequest, + ): Promise> { + this._ensureAuthenticated(); + + return this._makeRequest>("POST", "rag", { + data: request, + headers: { + "Content-Type": "application/json", + }, + responseType: "stream", + }); + } + + @feature("delete") + async delete(keys: string[], values: any[]): Promise { + this._ensureAuthenticated(); + + const request: R2RDeleteRequest = { + keys, + values, + }; + + return this._makeRequest("DELETE", "delete", { + data: request, + headers: { "Content-Type": "application/json" }, + }); + } + + @feature("logs") + async logs( + log_type_filter?: string, + max_runs_requested: number = 100, + ): Promise { + this._ensureAuthenticated(); + + const request: R2RLogsRequest = { + log_type_filter: log_type_filter || null, + max_runs_requested: max_runs_requested, + }; + + return this._makeRequest("POST", "logs", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("appSettings") + async appSettings(): Promise { + this._ensureAuthenticated(); + + return this._makeRequest("GET", "app_settings"); + } + + @feature("analytics") + async analytics( + filter_criteria: FilterCriteria, + analysis_types: AnalysisTypes, + ): Promise { + this._ensureAuthenticated(); + + const request: R2RAnalyticsRequest = { + filter_criteria, + analysis_types, + }; + + return this._makeRequest("POST", "analytics", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("usersOverview") + async usersOverview(user_ids?: string[]): Promise { + this._ensureAuthenticated(); + + const request: R2RUsersOverviewRequest = { + user_ids: user_ids || [], + }; + + return this._makeRequest("POST", "users_overview", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("documentsOverview") + async documentsOverview( + document_ids?: string[], + user_ids?: string[], + ): Promise { + this._ensureAuthenticated(); + + const request: R2RDocumentsOverviewRequest = { + document_ids: document_ids || [], + user_ids: user_ids || [], + }; + + return this._makeRequest("POST", "documents_overview", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("documentChunks") + async documentChunks(document_id: string): Promise { + this._ensureAuthenticated(); + + const request: R2RDocumentChunksRequest = { + document_id, + }; + + return this._makeRequest("POST", "document_chunks", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("inspectKnowledgeGraph") + async inspectKnowledgeGraph(limit: number = 100): Promise { + this._ensureAuthenticated(); + + const request: R2RPrintRelationshipRequest = { + limit, + }; + + return this._makeRequest("POST", "inspect_knowledge_graph", { + data: request, + headers: { + "Content-Type": "application/json", + }, + }); + } + + @feature("changePassword") + async changePassword( + current_password: string, + new_password: string, + ): Promise { + this._ensureAuthenticated(); + + return this._makeRequest("POST", "change_password", { + data: { + current_password, + new_password, + }, + }); + } + + @feature("requestPasswordReset") + async requestPasswordReset(email: string): Promise { + return this._makeRequest("POST", "request_password_reset", { + data: { email }, + }); + } + + @feature("confirmPasswordReset") + async confirmPasswordReset( + resetToken: string, + newPassword: string, + ): Promise { + return this._makeRequest("POST", `reset_password/${resetToken}`, { + data: { new_password: newPassword }, + }); + } + + @feature("logout") + async logout(): Promise { + this._ensureAuthenticated(); + + const response = await this._makeRequest("POST", "logout"); + this.accessToken = null; + this.refreshToken = null; + return response; + } + + @feature("deleteUser") + async deleteUser(password: string): Promise { + this._ensureAuthenticated(); + const response = await this._makeRequest("DELETE", "user", { + data: { password }, + }); + this.accessToken = null; + this.refreshToken = null; + return response; + } + + @feature("agent") + async agent(params: { + messages: Message[]; + use_vector_search?: boolean; + search_filters?: Record; + search_limit?: number; + do_hybrid_search?: boolean; + use_kg_search?: boolean; + kg_search_generation_config?: Record; + rag_generation_config?: GenerationConfig; + task_prompt_override?: string; + include_title_if_available?: boolean; + }): Promise { + this._ensureAuthenticated(); + + const { + messages, + use_vector_search = true, + search_filters = {}, + search_limit = 10, + do_hybrid_search = false, + use_kg_search = false, + kg_search_generation_config, + rag_generation_config, + task_prompt_override, + include_title_if_available = true, + } = params; + + const request: R2RAgentRequest = { + messages, + vector_search_settings: { + use_vector_search, + search_filters, + search_limit, + do_hybrid_search, + }, + kg_search_settings: { + use_kg_search, + kg_search_generation_config, + }, + rag_generation_config, + task_prompt_override, + include_title_if_available, + }; + + if (rag_generation_config && rag_generation_config.stream) { + return this.streamAgent(request); + } else { + return await this._makeRequest("POST", "agent", { data: request }); + } + } + + private async streamAgent( + request: R2RAgentRequest, + ): Promise> { + this._ensureAuthenticated(); + + return this._makeRequest>("POST", "agent", { + data: request, + headers: { + "Content-Type": "application/json", + }, + responseType: "stream", + }); + } +} + +export default r2rClient; diff --git a/r2r-js/tsconfig.json b/r2r-js/tsconfig.json new file mode 100644 index 000000000..df060141f --- /dev/null +++ b/r2r-js/tsconfig.json @@ -0,0 +1,20 @@ +{ + "compilerOptions": { + "target": "es2017", + "module": "commonjs", + "outDir": "./dist", + "rootDir": "./src", + "declaration": true, + "moduleResolution": "node", + "strict": true, + "esModuleInterop": true, + "experimentalDecorators": true, + "emitDecoratorMetadata": true, + "forceConsistentCasingInFileNames": true, + "jsx": "react", + "lib": ["es2017", "dom"], + "sourceMap": true + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "**/__tests__/*"] +}