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 @@
+
+
+
+
+
+
+
+
+
+
+
+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: "node",
+ testMatch: [
+ "**/__tests__/**/*.ts?(x)",
+ "**/__tests__/**/?(*.)+(spec|test).ts?(x)",
+ ],
+};
diff --git a/r2r-js/package-lock.json b/r2r-js/package-lock.json
new file mode 100644
index 000000000..da833f88e
--- /dev/null
+++ b/r2r-js/package-lock.json
@@ -0,0 +1,4074 @@
+{
+ "name": "r2r-js",
+ "version": "1.2.14",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "r2r-js",
+ "version": "1.2.9",
+ "license": "ISC",
+ "dependencies": {
+ "axios": "^1.7.2",
+ "form-data": "^4.0.0",
+ "posthog-js": "^1.148.0",
+ "posthog-node": "^4.0.1",
+ "uuid": "^10.0.0"
+ },
+ "devDependencies": {
+ "@types/jest": "^29.5.12",
+ "@types/node": "^20.14.11",
+ "@types/uuid": "^10.0.0",
+ "jest": "^29.7.0",
+ "prettier": "^3.3.3",
+ "ts-jest": "^29.2.3",
+ "ts-node": "^10.9.2",
+ "typescript": "^5.5.3"
+ }
+ },
+ "node_modules/@ampproject/remapping": {
+ "version": "2.3.0",
+ "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
+ "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
+ "dev": true,
+ "dependencies": {
+ "@jridgewell/gen-mapping": "^0.3.5",
+ "@jridgewell/trace-mapping": "^0.3.24"
+ },
+ "engines": {
+ "node": ">=6.0.0"
+ }
+ },
+ "node_modules/@ampproject/remapping/node_modules/@jridgewell/trace-mapping": {
+ "version": "0.3.25",
+ "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.25.tgz",
+ "integrity": "sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ==",
+ "dev": true,
+ "dependencies": {
+ "@jridgewell/resolve-uri": "^3.1.0",
+ "@jridgewell/sourcemap-codec": "^1.4.14"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.24.7",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.7.tgz",
+ "integrity": "sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==",
+ "dev": true,
+ "dependencies": {
+ "@babel/highlight": "^7.24.7",
+ "picocolors": "^1.0.0"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
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+ micromatch: 4.0.7
+ walker: 1.0.8
+ optionalDependencies:
+ fsevents: 2.3.3
+
+ jest-leak-detector@29.7.0:
+ dependencies:
+ jest-get-type: 29.6.3
+ pretty-format: 29.7.0
+
+ jest-matcher-utils@29.7.0:
+ dependencies:
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+ jest-diff: 29.7.0
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+ jest-message-util@29.7.0:
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+ micromatch: 4.0.7
+ pretty-format: 29.7.0
+ slash: 3.0.0
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+ jest-mock@29.7.0:
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+ "@types/node": 20.14.11
+ jest-util: 29.7.0
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+ jest-pnp-resolver@1.2.3(jest-resolve@29.7.0):
+ optionalDependencies:
+ jest-resolve: 29.7.0
+
+ jest-regex-util@29.6.3: {}
+
+ jest-resolve-dependencies@29.7.0:
+ dependencies:
+ jest-regex-util: 29.6.3
+ jest-snapshot: 29.7.0
+ transitivePeerDependencies:
+ - supports-color
+
+ jest-resolve@29.7.0:
+ dependencies:
+ chalk: 4.1.2
+ graceful-fs: 4.2.11
+ jest-haste-map: 29.7.0
+ jest-pnp-resolver: 1.2.3(jest-resolve@29.7.0)
+ jest-util: 29.7.0
+ jest-validate: 29.7.0
+ resolve: 1.22.8
+ resolve.exports: 2.0.2
+ slash: 3.0.0
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+ jest-runner@29.7.0:
+ dependencies:
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+ "@jest/environment": 29.7.0
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+ graceful-fs: 4.2.11
+ jest-docblock: 29.7.0
+ jest-environment-node: 29.7.0
+ jest-haste-map: 29.7.0
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+ jest-message-util: 29.7.0
+ jest-resolve: 29.7.0
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+ jest-worker: 29.7.0
+ p-limit: 3.1.0
+ source-map-support: 0.5.13
+ transitivePeerDependencies:
+ - supports-color
+
+ jest-runtime@29.7.0:
+ dependencies:
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+ "@types/node": 20.14.11
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+ cjs-module-lexer: 1.3.1
+ collect-v8-coverage: 1.0.2
+ glob: 7.2.3
+ graceful-fs: 4.2.11
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+ jest-message-util: 29.7.0
+ jest-mock: 29.7.0
+ jest-regex-util: 29.6.3
+ jest-resolve: 29.7.0
+ jest-snapshot: 29.7.0
+ jest-util: 29.7.0
+ slash: 3.0.0
+ strip-bom: 4.0.0
+ transitivePeerDependencies:
+ - supports-color
+
+ jest-snapshot@29.7.0:
+ dependencies:
+ "@babel/core": 7.24.9
+ "@babel/generator": 7.24.10
+ "@babel/plugin-syntax-jsx": 7.24.7(@babel/core@7.24.9)
+ "@babel/plugin-syntax-typescript": 7.24.7(@babel/core@7.24.9)
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+ chalk: 4.1.2
+ expect: 29.7.0
+ graceful-fs: 4.2.11
+ jest-diff: 29.7.0
+ jest-get-type: 29.6.3
+ jest-matcher-utils: 29.7.0
+ jest-message-util: 29.7.0
+ jest-util: 29.7.0
+ natural-compare: 1.4.0
+ pretty-format: 29.7.0
+ semver: 7.6.3
+ transitivePeerDependencies:
+ - supports-color
+
+ jest-util@29.7.0:
+ dependencies:
+ "@jest/types": 29.6.3
+ "@types/node": 20.14.11
+ chalk: 4.1.2
+ ci-info: 3.9.0
+ graceful-fs: 4.2.11
+ picomatch: 2.3.1
+
+ jest-validate@29.7.0:
+ dependencies:
+ "@jest/types": 29.6.3
+ camelcase: 6.3.0
+ chalk: 4.1.2
+ jest-get-type: 29.6.3
+ leven: 3.1.0
+ pretty-format: 29.7.0
+
+ jest-watcher@29.7.0:
+ dependencies:
+ "@jest/test-result": 29.7.0
+ "@jest/types": 29.6.3
+ "@types/node": 20.14.11
+ ansi-escapes: 4.3.2
+ chalk: 4.1.2
+ emittery: 0.13.1
+ jest-util: 29.7.0
+ string-length: 4.0.2
+
+ jest-worker@29.7.0:
+ dependencies:
+ "@types/node": 20.14.11
+ jest-util: 29.7.0
+ merge-stream: 2.0.0
+ supports-color: 8.1.1
+
+ jest@29.7.0(@types/node@20.14.11)(ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3)):
+ dependencies:
+ "@jest/core": 29.7.0(ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3))
+ "@jest/types": 29.6.3
+ import-local: 3.1.0
+ jest-cli: 29.7.0(@types/node@20.14.11)(ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3))
+ transitivePeerDependencies:
+ - "@types/node"
+ - babel-plugin-macros
+ - supports-color
+ - ts-node
+
+ js-tokens@4.0.0: {}
+
+ js-yaml@3.14.1:
+ dependencies:
+ argparse: 1.0.10
+ esprima: 4.0.1
+
+ jsesc@2.5.2: {}
+
+ json-parse-even-better-errors@2.3.1: {}
+
+ json5@2.2.3: {}
+
+ kleur@3.0.3: {}
+
+ leven@3.1.0: {}
+
+ lines-and-columns@1.2.4: {}
+
+ locate-path@5.0.0:
+ dependencies:
+ p-locate: 4.1.0
+
+ lodash.memoize@4.1.2: {}
+
+ lru-cache@5.1.1:
+ dependencies:
+ yallist: 3.1.1
+
+ make-dir@4.0.0:
+ dependencies:
+ semver: 7.6.3
+
+ make-error@1.3.6: {}
+
+ makeerror@1.0.12:
+ dependencies:
+ tmpl: 1.0.5
+
+ merge-stream@2.0.0: {}
+
+ micromatch@4.0.7:
+ dependencies:
+ braces: 3.0.3
+ picomatch: 2.3.1
+
+ mime-db@1.52.0: {}
+
+ mime-types@2.1.35:
+ dependencies:
+ mime-db: 1.52.0
+
+ mimic-fn@2.1.0: {}
+
+ minimatch@3.1.2:
+ dependencies:
+ brace-expansion: 1.1.11
+
+ minimatch@5.1.6:
+ dependencies:
+ brace-expansion: 2.0.1
+
+ ms@2.1.2: {}
+
+ natural-compare@1.4.0: {}
+
+ node-int64@0.4.0: {}
+
+ node-releases@2.0.17: {}
+
+ normalize-path@3.0.0: {}
+
+ npm-run-path@4.0.1:
+ dependencies:
+ path-key: 3.1.1
+
+ once@1.4.0:
+ dependencies:
+ wrappy: 1.0.2
+
+ onetime@5.1.2:
+ dependencies:
+ mimic-fn: 2.1.0
+
+ p-limit@2.3.0:
+ dependencies:
+ p-try: 2.2.0
+
+ p-limit@3.1.0:
+ dependencies:
+ yocto-queue: 0.1.0
+
+ p-locate@4.1.0:
+ dependencies:
+ p-limit: 2.3.0
+
+ p-try@2.2.0: {}
+
+ parse-json@5.2.0:
+ dependencies:
+ "@babel/code-frame": 7.24.7
+ error-ex: 1.3.2
+ json-parse-even-better-errors: 2.3.1
+ lines-and-columns: 1.2.4
+
+ path-exists@4.0.0: {}
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+ path-is-absolute@1.0.1: {}
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+ path-key@3.1.1: {}
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+ path-parse@1.0.7: {}
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+ picocolors@1.0.1: {}
+
+ picomatch@2.3.1: {}
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+ pirates@4.0.6: {}
+
+ pkg-dir@4.2.0:
+ dependencies:
+ find-up: 4.1.0
+
+ posthog-js@1.148.0:
+ dependencies:
+ fflate: 0.4.8
+ preact: 10.22.1
+ web-vitals: 4.2.2
+
+ posthog-node@4.0.1:
+ dependencies:
+ axios: 1.7.2
+ rusha: 0.8.14
+ transitivePeerDependencies:
+ - debug
+
+ preact@10.22.1: {}
+
+ prettier@3.3.3: {}
+
+ pretty-format@29.7.0:
+ dependencies:
+ "@jest/schemas": 29.6.3
+ ansi-styles: 5.2.0
+ react-is: 18.3.1
+
+ prompts@2.4.2:
+ dependencies:
+ kleur: 3.0.3
+ sisteransi: 1.0.5
+
+ proxy-from-env@1.1.0: {}
+
+ pure-rand@6.1.0: {}
+
+ react-is@18.3.1: {}
+
+ require-directory@2.1.1: {}
+
+ resolve-cwd@3.0.0:
+ dependencies:
+ resolve-from: 5.0.0
+
+ resolve-from@5.0.0: {}
+
+ resolve.exports@2.0.2: {}
+
+ resolve@1.22.8:
+ dependencies:
+ is-core-module: 2.15.0
+ path-parse: 1.0.7
+ supports-preserve-symlinks-flag: 1.0.0
+
+ rusha@0.8.14: {}
+
+ semver@6.3.1: {}
+
+ semver@7.6.3: {}
+
+ shebang-command@2.0.0:
+ dependencies:
+ shebang-regex: 3.0.0
+
+ shebang-regex@3.0.0: {}
+
+ signal-exit@3.0.7: {}
+
+ sisteransi@1.0.5: {}
+
+ slash@3.0.0: {}
+
+ source-map-support@0.5.13:
+ dependencies:
+ buffer-from: 1.1.2
+ source-map: 0.6.1
+
+ source-map@0.6.1: {}
+
+ sprintf-js@1.0.3: {}
+
+ stack-utils@2.0.6:
+ dependencies:
+ escape-string-regexp: 2.0.0
+
+ string-length@4.0.2:
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+ char-regex: 1.0.2
+ strip-ansi: 6.0.1
+
+ string-width@4.2.3:
+ dependencies:
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+ is-fullwidth-code-point: 3.0.0
+ strip-ansi: 6.0.1
+
+ strip-ansi@6.0.1:
+ dependencies:
+ ansi-regex: 5.0.1
+
+ strip-bom@4.0.0: {}
+
+ strip-final-newline@2.0.0: {}
+
+ strip-json-comments@3.1.1: {}
+
+ supports-color@5.5.0:
+ dependencies:
+ has-flag: 3.0.0
+
+ supports-color@7.2.0:
+ dependencies:
+ has-flag: 4.0.0
+
+ supports-color@8.1.1:
+ dependencies:
+ has-flag: 4.0.0
+
+ supports-preserve-symlinks-flag@1.0.0: {}
+
+ test-exclude@6.0.0:
+ dependencies:
+ "@istanbuljs/schema": 0.1.3
+ glob: 7.2.3
+ minimatch: 3.1.2
+
+ tmpl@1.0.5: {}
+
+ to-fast-properties@2.0.0: {}
+
+ to-regex-range@5.0.1:
+ dependencies:
+ is-number: 7.0.0
+
+ ts-jest@29.2.3(@babel/core@7.24.9)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.24.9))(jest@29.7.0(@types/node@20.14.11)(ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3)))(typescript@5.5.3):
+ dependencies:
+ bs-logger: 0.2.6
+ ejs: 3.1.10
+ fast-json-stable-stringify: 2.1.0
+ jest: 29.7.0(@types/node@20.14.11)(ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3))
+ jest-util: 29.7.0
+ json5: 2.2.3
+ lodash.memoize: 4.1.2
+ make-error: 1.3.6
+ semver: 7.6.3
+ typescript: 5.5.3
+ yargs-parser: 21.1.1
+ optionalDependencies:
+ "@babel/core": 7.24.9
+ "@jest/transform": 29.7.0
+ "@jest/types": 29.6.3
+ babel-jest: 29.7.0(@babel/core@7.24.9)
+
+ ts-node@10.9.2(@types/node@20.14.11)(typescript@5.5.3):
+ dependencies:
+ "@cspotcode/source-map-support": 0.8.1
+ "@tsconfig/node10": 1.0.11
+ "@tsconfig/node12": 1.0.11
+ "@tsconfig/node14": 1.0.3
+ "@tsconfig/node16": 1.0.4
+ "@types/node": 20.14.11
+ acorn: 8.12.1
+ acorn-walk: 8.3.3
+ arg: 4.1.3
+ 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:
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+ "@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__/*"]
+}