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\n\n\"Qdrant\n\n# Qdrant DB Workbench\n\n### The AI-Native Vector Database Workbench — one `npx` away\n\n**Manage collections · Inspect points · Run vector search · Debug REST payloads — straight from your terminal.**\n\n
\n\n[![npm version](https://badge.fury.io/js/qdrant-db-workbench.svg)](https://www.npmjs.com/package/qdrant-db-workbench) [![npm downloads](https://img.shields.io/npm/dm/qdrant-db-workbench)](https://www.npmjs.com/package/qdrant-db-workbench) [![Node.js CI](https://img.shields.io/badge/node-%3E%3D20-green.svg)](https://nodejs.org/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n
\n\n---\n\n## Overview\n\n**Qdrant DB Workbench** is a zero-config GUI workbench for [Qdrant](https://qdrant.tech/) — the high-performance vector database. Connect to local Docker, Qdrant Cloud, or any Qdrant-compatible REST endpoint and inspect collections, points, vectors, payloads, and search responses from your browser.\n\nIt is built for developers testing embeddings, RAG pipelines, semantic search, and production vector search APIs.\n\n\"No \"No \"No \"Just\n\n```bash\nnpx qdrant-db-workbench\n```\n\n---\n\n## Features\n\n| | Capability | Description |\n|---|---|---|\n| 🔌 | **Universal Connect** | Connect to local Qdrant, Qdrant Cloud, or a custom REST endpoint |\n| 🗂️ | **Collection Explorer** | Browse collections with vector config, distance metric, and point counts |\n| � | **Point Inspector** | Retrieve and inspect point IDs, payloads, and vectors |\n| � | **Similarity Search** | Run vector search with top K, filters, payload, and vector options |\n| 🧰 | **Raw REST Console** | Send custom requests to any Qdrant REST path |\n| �️ | **API Key Ready** | Use optional API keys for secured cloud or private deployments |\n| ⚡ | **No Config Files** | Enter the endpoint and connect directly from the workbench |\n\n---\n\n## Quick Start\n\n**Step 1 — Start Qdrant locally** *(skip if already running or using Cloud)*\n\n```bash\ndocker run --rm -p 6333:6333 -p 6334:6334 qdrant/qdrant:latest\n```\n\nCheck the service:\n\n```bash\ncurl http://localhost:6333/\n```\n\n**Step 2 — Launch the Workbench**\n\n```bash\nnpx qdrant-db-workbench\n```\n\nYour browser opens automatically at a local URL, pre-connected to `http://localhost:6333`. Your collections, points, and query interface load instantly. ✅\n\n**Step 3 — Connect**\n\n| Mode | What to enter |\n|---|---|\n| **Local** | `http://localhost:6333` |\n| **Cloud** | Qdrant Cloud URL plus API key |\n\n---\n\n## Usage\n\n```text\nnpx qdrant-db-workbench [options]\n\nOptions:\n -u, --url Default Qdrant endpoint shown in the UI\n (default: http://localhost:6333)\n --api-key Prefill API key for authenticated connections\n -p, --port Port to serve the UI on (default: first free from 7070)\n --host Host to bind to (default: 127.0.0.1)\n --no-open Do not open the browser automatically\n -h, --help Show this help\n -v, --version Show version\n```\n\n### Examples\n\n| Goal | Command |\n|---|---|\n| 🚀 **Default launch** | `npx qdrant-db-workbench` |\n| 💻 **Local endpoint** | `npx qdrant-db-workbench --url http://localhost:6333` |\n| ☁️ **Cloud cluster** | `npx qdrant-db-workbench --url https://my-cluster.qdrant.io --api-key my-secret-key --port 9000` |\n| 🖥️ **Headless / remote** | `npx qdrant-db-workbench --host 0.0.0.0 --no-open` |\n\n---\n\n## Connection Modes\n\n### Local\n\nUse a local Qdrant REST endpoint:\n\n```text\nhttp://localhost:6333\n```\n\nWorks with Docker, local binaries, or a private proxy.\n\n### Cloud\n\nUse your Qdrant Cloud cluster URL and API key:\n\n```text\nhttps://..cloud.qdrant.io\n```\n\nCredentials are entered in the workbench UI and should not be written into source files.\n\n---\n\n## Workbench Tabs\n\n| Tab | Use it for |\n|---|---|\n| **Overview** | Service status, selected collection, and high-level metrics |\n| **Collections** | Browse collections, vector configuration, and collection details |\n| **Points** | Fetch and inspect points, payloads, and vectors |\n| **Query** | Run vector similarity searches with filter payloads |\n| **Raw** | Send direct REST requests to advanced Qdrant endpoints |\n\n---\n\n## 🧩 Also Available as a VS Code Extension\n\nPrefer working inside your editor? Get the same workbench as a full sidebar panel in VS Code.\n\nInstall from Marketplace: https://marketplace.visualstudio.com/items?itemName=HarishKaparwan.qdrant-db\n\nFull sidebar workbench natively inside your editor. Browse collections, run queries, inspect records, and send raw HTTP commands — zero setup required.\n\nAlso on Open VSX: https://open-vsx.org/extension/harishkaparwan/qdrant-db\n\n**Works with VS Code-compatible editors:**\n- VS Code (Desktop & Web)\n- Cursor\n- Windsurf\n- VSCodium\n- Gitpod\n- GitHub Codespaces\n- Eclipse Theia\n\n---\n\n## How It Works\n\nThis package ships a **pre-built static UI** and a tiny **zero-dependency Node web server**. When you run it, the server serves the workbench locally and opens it in your browser. Passing `--url` injects that endpoint as the default before the page loads.\n\n> **Privacy:** Nothing is sent anywhere except the requests your browser makes directly to your Qdrant endpoint.\n>\n> **CORS:** Your Qdrant instance must allow browser requests from the UI origin (`http://localhost:`). Local Qdrant setups typically allow this by default.\n\n---\n\n## Requirements\n\n- Node.js `>=20`\n- A running [Qdrant](https://qdrant.tech/) instance (local or cloud)\n- No additional dependencies or configuration files needed\n\n---\n\n## Support & Feedback\n\n| | |\n|---|---|\n| Website | [Visit the public product page](https://harishkaparwan.github.io/qdrant-db-web/) |\n| Privacy Policy | [View policy](https://harishkaparwan.github.io/qdrant-db-web/policy/privacy.html) |\n\n---\n\n
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