diff --git a/JS/edgechains/arakoodev/src/vector-db/src/index.ts b/JS/edgechains/arakoodev/src/vector-db/src/index.ts
index 557104a1..41c807fb 100644
--- a/JS/edgechains/arakoodev/src/vector-db/src/index.ts
+++ b/JS/edgechains/arakoodev/src/vector-db/src/index.ts
@@ -1 +1,2 @@
 export { Supabase } from "./lib/supabase/supabase.js";
+export { QdrantClient } from "./lib/qdrant/QdrantClient.js";
diff --git a/JS/edgechains/arakoodev/src/vector-db/src/lib/qdrant/QdrantClient.ts b/JS/edgechains/arakoodev/src/vector-db/src/lib/qdrant/QdrantClient.ts
new file mode 100644
index 00000000..f8298fb1
--- /dev/null
+++ b/JS/edgechains/arakoodev/src/vector-db/src/lib/qdrant/QdrantClient.ts
@@ -0,0 +1,98 @@
+import retry from "retry";
+
+interface QdrantPoint {
+  id: string | number;
+  vector: number[];
+  payload?: Record<string, any>;
+}
+
+interface SearchResult {
+  id: string | number;
+  score: number;
+  payload?: Record<string, any>;
+}
+
+interface QdrantCollectionConfig {
+  vectorSize: number;
+  distance: "Cosine" | "Euclid" | "Dot";
+}
+
+export class QdrantClient {
+  private baseUrl: string;
+  private apiKey: string;
+
+  constructor(baseUrl?: string, apiKey?: string) {
+    this.baseUrl = baseUrl || process.env.QDRANT_URL || "http://localhost:6333";
+    this.apiKey = apiKey || process.env.QDRANT_API_KEY || "";
+  }
+
+  private headers(): Record<string, string> {
+    const h: Record<string, string> = { "Content-Type": "application/json" };
+    if (this.apiKey) h["api-key"] = this.apiKey;
+    return h;
+  }
+
+  private async request<T>(method: string, path: string, body?: any): Promise<T> {
+    const url = `${this.baseUrl}${path}`;
+    const opts: RequestInit = {
+      method,
+      headers: this.headers(),
+    };
+    if (body) opts.body = JSON.stringify(body);
+
+    const res = await fetch(url, opts);
+    const data = await res.json();
+    if (!res.ok) throw new Error(`Qdrant ${method} ${path}: ${data.status?.error || res.status}`);
+    return data as T;
+  }
+
+  async createCollection(name: string, config: QdrantCollectionConfig): Promise<void> {
+    await this.request("PUT", `/collections/${name}`, {
+      vectors: { size: config.vectorSize, distance: config.distance },
+    });
+  }
+
+  async deleteCollection(name: string): Promise<void> {
+    await this.request("DELETE", `/collections/${name}`);
+  }
+
+  async upsert(collection: string, points: QdrantPoint[]): Promise<void> {
+    return new Promise((resolve, reject) => {
+      const operation = retry.operation({ retries: 3, factor: 2, minTimeout: 1000, randomize: true });
+      operation.attempt(async () => {
+        try {
+          await this.request("PUT", `/collections/${collection}/points?wait=true`, { points });
+          resolve();
+        } catch (err: any) {
+          if (operation.retry(err)) return;
+          reject(err);
+        }
+      });
+    });
+  }
+
+  async search(
+    collection: string,
+    vector: number[],
+    topK: number = 10,
+    filter?: Record<string, any>,
+  ): Promise<SearchResult[]> {
+    const body: any = { vector, limit: topK, with_payload: true };
+    if (filter) body.filter = filter;
+    const res = await this.request<any>("POST", `/collections/${collection}/points/search`, body);
+    return (res.result || []).map((r: any) => ({
+      id: r.id,
+      score: r.score,
+      payload: r.payload,
+    }));
+  }
+
+  async deletePoints(collection: string, ids: (string | number)[]): Promise<void> {
+    await this.request("POST", `/collections/${collection}/points/delete`, { points: ids });
+  }
+
+  async collectionInfo(collection: string): Promise<any> {
+    const res = await this.request<any>("GET", `/collections/${collection}`);
+    return res.result;
+  }
+}
diff --git a/JS/edgechains/arakoodev/src/vector-db/src/tests/qdrant/qdrantClient.test.ts b/JS/edgechains/arakoodev/src/vector-db/src/tests/qdrant/qdrantClient.test.ts
new file mode 100644
index 00000000..ee0cc6f6
--- /dev/null
+++ b/JS/edgechains/arakoodev/src/vector-db/src/tests/qdrant/qdrantClient.test.ts
@@ -0,0 +1,74 @@
+import { describe, it, expect, vi, beforeEach } from "vitest";
+
+// Mock global fetch
+const mockFetch = vi.fn();
+global.fetch = mockFetch as any;
+
+const mockJson = (data: any, ok = true) =>
+  Promise.resolve({ json: () => Promise.resolve(data), ok, status: ok ? 200 : 400 } as any);
+
+describe("QdrantClient", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("should upsert points", async () => {
+    mockFetch.mockResolvedValue(mockJson({ result: true }));
+    const { QdrantClient } = await import("../../lib/qdrant/QdrantClient.js");
+    const client = new QdrantClient("http://qdrant:6333");
+    await client.upsert("test_collection", [{ id: 1, vector: [0.1, 0.2, 0.3], payload: { text: "hello" } }]);
+    expect(mockFetch).toHaveBeenCalledWith(
+      "http://qdrant:6333/collections/test_collection/points?wait=true",
+      expect.objectContaining({ method: "PUT" }),
+    );
+  });
+
+  it("should search points", async () => {
+    mockFetch.mockResolvedValue(mockJson({
+      result: [
+        { id: 1, score: 0.95, payload: { text: "result" } },
+      ],
+    }));
+    const { QdrantClient } = await import("../../lib/qdrant/QdrantClient.js");
+    const client = new QdrantClient("http://qdrant:6333");
+    const results = await client.search("test_collection", [0.1, 0.2, 0.3], 5);
+    expect(results).toHaveLength(1);
+    expect(results[0].score).toBeCloseTo(0.95);
+  });
+
+  it("should create collection", async () => {
+    mockFetch.mockResolvedValue(mockJson({ result: true }));
+    const { QdrantClient } = await import("../../lib/qdrant/QdrantClient.js");
+    const client = new QdrantClient("http://qdrant:6333");
+    await client.createCollection("vectors", { vectorSize: 128, distance: "Cosine" });
+    expect(mockFetch).toHaveBeenCalledWith(
+      "http://qdrant:6333/collections/vectors",
+      expect.objectContaining({
+        method: "PUT",
+        body: expect.stringContaining('"size":128'),
+      }),
+    );
+  });
+
+  it("should delete points", async () => {
+    mockFetch.mockResolvedValue(mockJson({ result: true }));
+    const { QdrantClient } = await import("../../lib/qdrant/QdrantClient.js");
+    const client = new QdrantClient("http://qdrant:6333");
+    await client.deletePoints("test", [1, 2, 3]);
+    expect(mockFetch).toHaveBeenCalledWith(
+      "http://qdrant:6333/collections/test/points/delete",
+      expect.objectContaining({ method: "POST" }),
+    );
+  });
+
+  it("should get collection info", async () => {
+    mockFetch.mockResolvedValue(mockJson({
+      result: { status: "green", vectors_count: 100 },
+    }));
+    const { QdrantClient } = await import("../../lib/qdrant/QdrantClient.js");
+    const client = new QdrantClient("http://qdrant:6333");
+    const info = await client.collectionInfo("test");
+    expect(info.status).toBe("green");
+    expect(info.vectors_count).toBe(100);
+  });
+});