Qdrant
Weaviate
Milvus
Vespa.ai
Pinecone
ElasticSearch
Zilliz
Algolia
Gumstack
Daily.co for Intercom
Qdrant is a leading open-source high-performance Vector Database written in Rust with extended metadata filtering support and advanced features. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications. Powering vector similarity search solutions of any scale due to a flexible architecture and low-level optimization. Qdrant is trusted and high-rated by Machine Learning and Data Science teams of top-tier companies worldwide.
Gumstack makes it easy to have Face-to-face conversations with customers on your website. No coding required, you can integrate Gumstack in under 5 minutes on any website or part of the website. It is built to seamlessly work across browsers and devices.
Thereโs more - you can invite your team members and route calls to them, or let your customers schedule calls when youโre not around. Office hours, team calendars, notifications - weโve got many aspects covered as we launch this.
We are live on our website, to help people see how easy it is to connect. We welcome people to come to http://gumstack.com/saas and click on "Talk to us", to see how easy it is to connect with people.
Qdrant GumstackQdrant's answer
Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.
Qdrant's answer
Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.
Qdrant's answer
Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.
Based on our record, Qdrant seems to be a lot more popular than Gumstack. While we know about 64 links to Qdrant, we've tracked only 1 mention of Gumstack. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
If you build on the JVM and want to use Qdrant, the official client is io.qdrant:client โ and it's built for Java. Every call returns a ListenableFuture, requests are assembled with protobuf builders, and it drags a gRPC/Netty stack onto your classpath. From Kotlin, that means fighting the language:. - Source: dev.to / 12 days ago
The stack runs on Qdrant for vector storage, Ollama for local embeddings, and optional Neo4j for a knowledge graph that I added later. I also set it up to route different operations to the best LLM for each task. It provides eleven tools for your Claude Code instance to manage long-term memory operations, and your memories data never leaves your machine. - Source: dev.to / 6 months ago
Qdrant: Open-source vector database optimized for hybrid search and easy integration with ML workflows. - Source: dev.to / 8 months ago
Yes, Java SDKs are critical. But you don't need to rebuild entire orchestration engines just to write agents in Java. The ecosystem already has platforms solving the hard problems: memory (Zep, Mem0, LangMem), tools (specialized platforms), vectors (Pinecone, Weaviate, Qdrant), observability (LangSmith, Helicone, Langfuse). Integrate, don't rebuild. - Source: dev.to / 9 months ago
James Allsopp adds, "LangChain or LlamaIndex for managing LLM workflows, especially if you're adding vector search or documents." These tools handle multi-step processes, essential for complex apps. - Source: dev.to / 12 months ago
Hey...I am posting regarding my startup Gumstack. Many a time, we have website visitors, even repeat visitors who come to our site, but drop off, since some of their questions are never answered. And in a world of digital overload, wouldn't it be great to have an easy face to face interaction, that can elevate the conversation and make it more authentic? Source: about 5 years ago
Weaviate - Welcome to Weaviate
Daily.co for Intercom - Free video calls & screen shares embedded in Intercom
Milvus - Vector database built for scalable similarity search Open-source, highly scalable, and blazing fast.
Vespa.ai - Store, search, rank and organize big data
Pinecone - Search through billions of items for similar matches to any object, in milliseconds. Itโs the next generation of search, an API call away.
ElasticSearch - Elasticsearch is an open source, distributed, RESTful search engine.