Software Alternatives, Accelerators & Startups

Qdrant VS Intercom

Compare Qdrant VS Intercom and see what are their differences

Qdrant logo Qdrant

Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Intercom logo Intercom

Intercom is a customer relationship management and messaging tool for web businesses. Build relationships with users to create loyal customers.
  • Qdrant Landing page
    Landing page //
    2023-12-20

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.

  • Intercom Landing page
    Landing page //
    2023-07-05

Qdrant

$ Details
freemium
Platforms
Linux Windows Kubernetes Docker
Release Date
2021 May

Intercom

$ Details
-
Platforms
-
Release Date
2011 January
Startup details
Country
United States
State
California
Founder(s)
Ciaran Lee
Employees
500 - 999

Qdrant features and specs

  • Advanced Filtering: Yes
  • On-disc Storage: Yes
  • Scalar Quantization: Yes
  • Product Quantization: Yes
  • Binary Quantization: Yes
  • Sparse Vectors: Yes
  • Hybrid Search: Yes
  • Discovery API: Yes
  • Recommendation API: Yes

Intercom features and specs

No features have been listed yet.

Qdrant videos

No Qdrant videos yet. You could help us improve this page by suggesting one.

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Intercom videos

Intercom Review & Tutorial - How to Use Intercom for Websites

More videos:

  • Review - Intercom Software Review, Engage, Respond, Educate
  • Review - BTI V6 1200m Bluetooth & Intercom Review

Category Popularity

0-100% (relative to Qdrant and Intercom)
Search Engine
100 100%
0% 0
Customer Support
0 0%
100% 100
Databases
100 100%
0% 0
CRM
0 0%
100% 100

Questions and Answers

As answered by people managing Qdrant and Intercom.

Why should a person choose your product over its competitors?

Qdrant's answer

Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.

What makes your product unique?

Qdrant's answer

Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.

Which are the primary technologies used for building your product?

Qdrant's answer

Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Qdrant and Intercom

Qdrant Reviews

We have no reviews of Qdrant yet.
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Intercom Reviews

  1. An essential communication tool

    Intercom provides a lot of value to us. From live chat to email marketing and even helping us to create support documentation, Intercom handles a lot of key moving parts that are essential to keeping customers happy.


10 Best Freshdesk Alternatives for Businesses in 2024
Intercom is an alternative that excels in self-service support. It enables businesses to communicate and engage with their customers in real-time.
Top 11 Freshdesk Alternatives for 2024 (Ranked & Rated)
Intercom provides a useful suite of tools designed to improve your customer engagement. As a Freshdesk alternative, Intercom ticks several boxes when it comes to features:
9 Best ManyChat Alternatives & Competitors in 2024
Intercom’s main features are its helpdesk interfaces and chatbots. But it also includes lead qualification and nurturing functionalities. It offers product tours and resolution bots that can solve many customer concerns at once, freeing your reps’ time for the most complex queries. You can also make use of its Messenger integration and a provided chatbot to improve your...
Source: www.tidio.com
Top 13 Freshdesk alternatives and competitors for 2024
Intercom offers customer service software while also extending its platform to marketing and sales. Intercom is a newer platform to the CX market and has adopted AI and automation capabilities to keep up with business trends. Intercom features Intercom Messenger, a communication tool that provides customers with self-service or live support options.
Source: www.zendesk.com
15 best user onboarding software you need to try in 2023
With a focus on conversation, Intercom personalizes more of the user tour experience, including the use of mini-avatars of your employees and chatbot integration to deliver FAQs in a more interactive way. Intercom aim to bring more two-way dialogue back into onboarding, something that can be neglected in other systems.

Social recommendations and mentions

Based on our record, Qdrant should be more popular than Intercom. It has been mentiond 40 times since March 2021. 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.

Qdrant mentions (40)

  • WizSearch: 🏆 Winning My First AI Hackathon 🚀
    Vector Databases: Qdrant for efficient data storage and retrieval. - Source: dev.to / 5 days ago
  • How to Build a Chat App with Your Postgres Data using Agent Cloud
    AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector. - Source: dev.to / about 1 month ago
  • Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
    Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker. - Source: dev.to / about 1 month ago
  • Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
    I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours. - Source: dev.to / about 2 months ago
  • Ask HN: Has Anyone Trained a personal LLM using their personal notes?
    I'm currently looking to implement locally, using QDrant [1] for instance. I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2]. [1]. https://qdrant.tech/. - Source: Hacker News / 2 months ago
View more

Intercom mentions (6)

  • I started affiliate marketing, but with a twist
    Use chatbots to automate customer service: Chatbots use natural language processing to communicate with customers and answer their questions. By integrating chatbots into your affiliate marketing strategy, you can automate customer service and increase engagement with potential customers. This can lead to more sales and higher commissions. (Crisp, Intercom). Source: over 1 year ago
  • How to embed a web application into another website via API?
    I am trying to create an application that will work on a customer's website. Much like tawk.to or intercom.com. Source: about 2 years ago
  • Here's how I'd figure out the go-to-market for a Customer Support SaaS
    My way of doing marketing starts with figuring out what my overall project will (or will not) be. In this case, I looked at the vendors like Zendesk, Intercom, Freshdesk, or Help Scout. They all have whizbang features such as live-chat, collaboration stuffs, automations and workflows. They bill per contact and addons. I’d emphasize a straightforward, fuss-free angle instead. Source: about 2 years ago
  • Chat widget with react.js
    I wanted to know the best practices of developing a widget. So I went through the popular implementations of it. I liked Intercom's widget very much. It is written in React. I analyzed how it works. The minimal javascript is loaded async on the webpage. It is injecting an iframe with id intercom-frame. That iframe has a script in it's head with a source URl. Obviously it is React bundle. Source: about 2 years ago
  • What PRODUCT TOUR software do you like for an early SaaS?
    If you're looking at it to guide new users through onboarding, Intercom is pretty good. Source: about 2 years ago
View more

What are some alternatives?

When comparing Qdrant and Intercom, you can also consider the following products

Milvus - Vector database built for scalable similarity search Open-source, highly scalable, and blazing fast.

Zendesk - Zendesk is a beautiful, lightweight help-desk solution.

Weaviate - Welcome to Weaviate

Freshdesk - Freshdesk is a cloud-based customer support software that lets you support customers through traditional channels like phone and email, social channels like Facebook and Twitter, and your own branded community

pgvecto.rs - Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database. - tensorchord/pgvecto.rs

Drift - A messaging app that helps you grow your business.