- 1GB free cluster
- No credit card required
- Fully managed with central cluster management
- Multiple cloud providers and regions (AWS, GCP, Azure)
- Horizontal & vertical scaling
- Central monitoring, log management and alerting
- High availability, auto-healing
- Backup & disaster recovery
- Zero-downtime upgrades
- Unlimited users
- Standard support and uptime SLAs, can be upgraded to Premium
Qdrant
1
Qdrant is a high-performance vector search engine designed to facilitate AI-driven applications. It specializes in storing and searching through embeddings, making it essential for machine learning and AI applications that require fast, scalable, and efficient data handling.
AI Background Generator
AI Banner Generator
AI Album Cover Generator
AI Job Description Generator
#vector search engine
#AI application development
#similarity search
#high-dimensional data
#Recommendation Systems
#image search solutions
#Natural Language Processing
#data indexing
#RESTful API
#Machine Learning Integration
#scalable architecture
#Efficient Data Retrieval
#fast response times
#Complex Data Management
#AI performance enhancement
#embeddings querying
#large datasets support
#Workflow optimization
#data search technology
#AI solution efficiency
...
Promote this Tool
Update this Tool
Qdrant is a high-performance vector search engine designed to facilitate AI-driven applications. It specializes in storing and searching through embeddings, making it essential for machine learning and AI applications that require fast, scalable, and efficient data handling.
AI Background Generator
AI Banner Generator
AI Album Cover Generator
AI Job Description Generator
#vector search engine
#AI application development
#similarity search
#high-dimensional data
#Recommendation Systems
#image search solutions
#Natural Language Processing
#data indexing
#RESTful API
#Machine Learning Integration
#scalable architecture
#Efficient Data Retrieval
#fast response times
#Complex Data Management
#AI performance enhancement
#embeddings querying
#large datasets support
#Workflow optimization
#data search technology
#AI solution efficiency
...
Featured
- Nana Banana: Advanced AI Image EditorAI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- remio - Personal AI Assistantremio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
- ChatronixLLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
- ExpleeStart outreach RIGHT NOW with single-line description of your ICP
- Kling 3.0Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
- Van Gogh Free Video GeneratorAn AI-powered free video generator that creates stunning videos from text and images effortlessly.
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- PippitElevate your content creation with Pippit's powerful AI tools!
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- RebelgrowthGrow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- Wollo.aiWollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
- Img2.AIAI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
- codeflyingCodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
- Avoid.soAvoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
- PoYo APIPoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- EdensignEdensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- TattooAI AI Tattoo GeneratorAI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
- Vadu AIAll-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
- Camtasia onlineCamtasia Online is a free tool for screen recording and video editing, all from your web browser.
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- Seedance 1.5 ProSeedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
- NanoPicNanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Img2.AI
AI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
Nana Banana: Advanced AI Image Editor
AI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
Van Gogh Free Video Generator
An AI-powered free video generator that creates stunning videos from text and images effortlessly.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
Kling 3.0
Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
Rebelgrowth
Grow your revenue from organic traffic on autopilot:
Keyword research. SEO optimized articles and EVEN backlinks.
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
What is Qdrant?
Qdrant is an advanced vector search engine that enables developers to build and deploy AI applications with high efficiency. It excels in managing complex data types and offers capabilities for similarity searches on high-dimensional data. Ideal for applications in recommendation engines, image and video searches, and natural language processing tasks, Qdrant allows users to index and query embeddings quickly. With its scalable architecture and support for various integration methods, Qdrant streamlines the workflow for AI solutions, ensuring rapid response times even under heavy loads.
Who will use Qdrant?
- Developers
- Data Scientists
- AI Researchers
- Machine Learning Engineers
- Business Analysts
How to use the Qdrant?
- Step1: Sign up for an account on the Qdrant platform.
- Step2: Install the Qdrant client library for your programming language.
- Step3: Use API endpoints to create a collection for your data.
- Step4: Upload embeddings or data points to Qdrant.
- Step5: Execute search queries to retrieve similar items or recommendations from the dataset.
Platform
- web
- mac
- windows
- linux
Qdrant's Core Features & Benefits
The Core Features
- High-dimensional vector storage
- Fast similarity search
- Scalable architecture
- Integration with machine learning frameworks
- RESTful API support
The Benefits
- Efficient data retrieval
- Improved performance for AI applications
- Scalability for large datasets
- Easy integration with existing systems
Qdrant's Main Use Cases & Applications
- Recommendation systems
- Image and video retrieval
- Natural language processing applications
- Anomaly detection
- Clustering and classification tasks
Qdrant's Pros & Cons
The Pros
Open-source with a large GitHub community and active development
Highly scalable and performance-optimized for large-scale AI applications
Supports multiple use cases including advanced search, recommendation, and anomaly detection
Cloud-native with managed options and zero-downtime upgrades
Built with Rust, ensuring speed and reliability
Integrates easily with popular embedding models and AI frameworks
Offers cost-efficient data storage with compression and quantization
The Cons
Primarily focused on vector search infrastructure, not a full AI agent platform by itself
Requires technical knowledge to deploy and integrate effectively
No direct mobile app or browser extension support
Qdrant's Pricing
| Has free plan | YES |
|---|---|
| Free trial details | 1GB free forever cluster, no credit card required |
| Pricing model | Freemium |
| Is credit card required | No |
| Paid from | 0.014 USD |
| Has lifetime plan | No |
| Billing frequency | Hourly |
Details of Pricing Plan
Managed Cloud
0 USDHybrid Cloud
0.014 USD- Bring your own cluster from any cloud provider, on-premise infrastructure, or edge locations
- All the benefits of Qdrant Cloud
- Security, data isolation, optimal latency
- Managed Cloud Central Cluster Management
- Standard support and uptime SLAs, can be upgraded to Premium
Private Cloud
Custom USD- Deploy Qdrant fully on premise
- All the benefits of Hybrid Cloud
- Security, data isolation, optimal latency
- Manage clusters on your infrastructure, in the cloud, on-premise, or fully air-gapped
- Premium Support Plan
FAQs of Qdrant
Qdrant Company Information
Analytic of Qdrant
Visit Over Time
Monthly Visits
319.2k
Avg Visit Duration
00:01:35
Page Per Visit
1.89
Bounce Rate
49.32%
Oct 2025 - Dec 2025 All Traffic
Geography
Top 5 Regions
United States
11.88%
India
10.58%
Germany
8.05%
Italy
6.22%
Indonesia
5.17%
Oct 2025 - Dec 2025 Worldwide Desktop Only
Traffic Sources
Search
52.20%
Direct
36.34%
Referrals
8.10%
Social
2.28%
Paid Referrals
0.99%
Mail
0.08%
Oct 2025 - Dec 2025 Desktop Only
Top Keywords
| Keyword | Traffic | Cost Per Click |
|---|---|---|
| qdrant | 75.7k | $ 1.08 |
| qdrant vector database | 2.8k | $ 1.89 |
| qdrant cloud | 2.9k | $ 8.66 |
| pinecone | 126.6k | $ 1.42 |
| qdrant docker | 1.9k | $ 2.85 |
Qdrant Reviews
5/5
Qdrant's Main Competitors and alternatives?
- Pinecone
- Elasticsearch
- Weaviate
- Milvus
You may also like:
Nano Banana is an AI-powered image editing tool offering precise, high-quality transformations via natural language prompts.
Nano Banana is an AI image editing platform with advanced character consistency and scene preservation.
AI Banana offers instant natural language based image editing with high identity preservation.
Nana Banana is an AI-powered image editor using Google's Gemini 2.5 Flash model for advanced image generation.
Nano Banana AI generates and edits images using Google’s Gemini 2.5 Flash with high character consistency.
nano banana google offers advanced AI image processing with deep learning technology.
Nano Banana AI is a fast, professional AI image editor with breakthrough character consistency technology.
Nano Banana AI is a next-generation AI image generator and editor delivering stunning visuals from simple text prompts.
Nano Banana AI offers lightning-fast, professional image editing and generation using advanced AI technology.
Create stunning and realistic backgrounds effortlessly with AI technology.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Black Forest Labs offers advanced AI agents for seamless workflow automation.
Generate images with CloudflareAI effortlessly using selected text or images.
Secure your Green Card with the GreenCard Photo Maker app.
Customize ChatGPT themes, manage tasks, and use Pomodoro timer directly within ChatGPT.
Analyze and enhance Bluesky posts with AI-powered insights from Professor Blue.
AI-powered ideogram image generator for designers and marketers.
AI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Nano Banana generates high-quality AI images from text prompts, edits photos, and preserves character consistency quickly.
Create realistic and fun videos with human characters using AI-powered Viggle.
Create stunning images effortlessly with Freepik's AI Image Generator.
The world's first AI QR code generator, QR Blend, creates unique QR codes in seconds.
Imagix provides tools for reverse engineering and analyzing source code.
Create stunning AI-generated QR codes with Barcode.so, captivating your audience.
AI-driven image generation from text prompts for easy, high-quality visuals.
AI-powered video ad creation for optimized, high-converting campaigns.
AI-powered image generation with 95% character consistency, 4K output, and rapid 5-8 second creations.
Nano Banana Pro is a cutting-edge AI image generation model offering high-quality 4K visuals and precise composition.
Banana Pro is a powerful AI image and video generator with advanced prompt optimization technology.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
Amazing CV provides an AI-powered resume builder to transform CVs into professional masterpieces within minutes.
AI-driven CV screening platform to make unbiased hiring decisions quickly.
Hoop automatically captures and organizes tasks from your meetings, Slack, and emails.
Explore your ideal career with AI-powered insights and personalized recommendations.
Govret offers integrated digital solutions for government and public sector institutions.
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Access a rich library of AI prompts to enhance your job performance and efficiency.
AI-powered platform for instant, personalized cover letters.
Worgit.ai is an AI-driven platform for creating business tools and marketing content.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
AI-powered PRD generator for efficient product management.
Interview preparation programs designed by former leaders from top companies.