Qdrant Description
Qdrant is a vector database and similarity engine. It is an API service that allows you to search for the closest high-dimensional vectors. Qdrant allows embeddings and neural network encoders to be transformed into full-fledged apps for matching, searching, recommending, etc.
This specification provides the OpenAPI version 3 specification to create a client library for almost any programming language. You can also use a ready-made client for Python, or other programming languages that has additional functionality.
For Approximate Nearest Neighbor Search, you can make a custom modification to the HNSW algorithm. Search at a State of the Art speed and use search filters to maximize results.
Additional payload can be associated with vectors. Allows you to store payload and filter results based upon payload values.
Qdrant Alternatives
Zilliz Cloud
Searching and analyzing structured data is easy; however, over 80% of generated data is unstructured, requiring a different approach. Machine learning converts unstructured data into high-dimensional vectors of numerical values, which makes it possible to find patterns or relationships within that data type. Unfortunately, traditional databases were never meant to store vectors or embeddings and can not meet unstructured data's scalability and performance requirements.
Zilliz Cloud is a cloud-native vector database that stores, indexes, and searches for billions of embedding vectors to power enterprise-grade similarity search, recommender systems, anomaly detection, and more.
Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale.
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Wizzy
Wizzy is an intelligent site search solution for eCommerce website owners. It offers comprehensive site search solutions, such as user-friendly search, user-friendly filter, merchandising, and personalisation.
Benefits of using Wizzy
-->Quickest Search results -Wizzy can help the end consumer find your products so quickly that they will never visit another site.
-->Contextual search results -Since Wizzy is AI-powered, it can understand even if the customer uses a different search term.
-->Improved sales - Wizzy helps customers find the right products faster, thus improving your overall sales.
-->Influencer search results -Wizzy allows you to influence search results based on the SKUs you wish to show up at the top, or you can personalise search results for customers.
Due to its ML-powered nature, Wizzy will continuously improve the customer experience. Try Wizzy now! 15-day Free trial!
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Algolia
Algolia is an API platform for dynamic experiences that helps businesses maximize the speed of search and discovery, while solving the pain of relevance tuning through AI. Accessing the right piece of content on websites and apps has never been faster or more intuitive.
Algolia Search is a powerful, fully hosted API that delivers content to users in milliseconds. Developers can customize the relevance of their user experience and get insights on how users interact with it.
Algolia Recommend is a robust API that allows you to build unique product recommendations into any digital e-commerce experience.
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Pinecone
The AI Knowledge Platform.
The Pinecone Database, Inference, and Assistant make building high-performance vector search apps easy. Fully managed and developer-friendly, the database is easily scalable without any infrastructure problems.
Once you have vector embeddings created, you can search and manage them in Pinecone to power semantic searches, recommenders, or other applications that rely upon relevant information retrieval.
Even with billions of items, ultra-low query latency Provide a great user experience. You can add, edit, and delete data via live index updates. Your data is available immediately. For more relevant and quicker results, combine vector search with metadata filters.
Our API makes it easy to launch, use, scale, and scale your vector searching service without worrying about infrastructure. It will run smoothly and securely.
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Integrations
Company Details
Company:
Qdrant
Year Founded:
2021
Headquarters:
Germany
Website:
qdrant.tech/
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Product Details
Platforms
SaaS
Type of Training
Documentation
Customer Support
Online
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