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What is Weaviate?

Weaviate is an open-source vector database designed to help users efficiently manage data objects and vector embeddings generated from their preferred machine learning models, with the capability to scale seamlessly to handle billions of items. Users have the option to import their own vectors or make use of the provided vectorization modules, allowing for the indexing of extensive data sets that facilitate effective searching. By incorporating a variety of search techniques, including both keyword-focused and vector-based methods, Weaviate delivers an advanced search experience. Integrating large language models like GPT-3 can significantly improve search results, paving the way for next-generation search functionalities. In addition to its impressive search features, Weaviate's sophisticated vector database enables a wide range of innovative applications. Users can perform swift pure vector similarity searches across both raw vectors and data objects, even with filters in place to refine results. The ability to combine keyword searches with vector methods ensures optimal outcomes, while the integration of generative models with their data empowers users to undertake complex tasks such as engaging in Q&A sessions over their datasets. This capability not only enhances the user's search experience but also opens up new avenues for creativity in application development, making Weaviate a versatile tool in the realm of data management and search technology. Ultimately, Weaviate stands out as a platform that not only improves search functionalities but also fosters innovation in how applications are built and utilized.

What is Model Context Protocol (MCP)?

The Model Context Protocol (MCP) serves as a versatile and open-source framework designed to enhance the interaction between artificial intelligence models and various external data sources. By facilitating the creation of intricate workflows, it allows developers to connect large language models (LLMs) with databases, files, and web services, thereby providing a standardized methodology for AI application development. With its client-server architecture, MCP guarantees smooth integration, and its continually expanding array of integrations simplifies the process of linking to different LLM providers. This protocol is particularly advantageous for developers aiming to construct scalable AI agents while prioritizing robust data security measures. Additionally, MCP's flexibility caters to a wide range of use cases across different industries, making it a valuable tool in the evolving landscape of AI technologies.

Media

Media

Integrations Supported

OpenAI
Activepieces
Amazon Web Services (AWS)
Assembly
Axway Amplify
Azure AI Foundry
Azure Marketplace
Broxi AI
Claude Opus 4
Coral
GPT-3
GlassFlow
GoMarble
Haystack
Kong AI Gateway
Langtrace
OmniMind
Rube
ToolSDK.ai
xpander.ai

Integrations Supported

OpenAI
Activepieces
Amazon Web Services (AWS)
Assembly
Axway Amplify
Azure AI Foundry
Azure Marketplace
Broxi AI
Claude Opus 4
Coral
GPT-3
GlassFlow
GoMarble
Haystack
Kong AI Gateway
Langtrace
OmniMind
Rube
ToolSDK.ai
xpander.ai

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Weaviate

Date Founded

2019

Company Location

The Netherlands

Company Website

weaviate.io

Company Facts

Organization Name

Anthropic

Date Founded

2021

Company Location

United States

Company Website

modelcontextprotocol.io

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