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11 results for Embed

Companies & Tools

Chroma

An open-source vector database designed for embedding-based applications, optimised for developer ergonomics and increasingly for large-scale serverless retrieval through a 2025 Rust-core rewrite.

4 min readUpdated May 2026
Companies & Tools

Cohere

Cohere is a Canadian AI company specialising in enterprise large language models, offering Command, Embed, and Rerank model families alongside secure deployment infrastructure designed for regulated industries.

6 min readUpdated May 2026
Infrastructure

Edge AI

Edge AI is the deployment of artificial intelligence algorithms and inference workloads directly on local devices or edge computing nodes rather than in centralised cloud data centres, enabling low-latency, privacy-preserving, and bandwidth-efficient AI applications.

7 min readUpdated May 2026
Foundations

Embedding

An embedding is a dense numerical vector representation of data — such as text, images, or audio — that encodes semantic meaning in a continuous high-dimensional space, enabling machine learning models to measure similarity and relationships.

6 min readUpdated May 2026
Companies & Tools

Pinecone

Pinecone is a managed, cloud-native vector database designed for storing high-dimensional embeddings and serving low-latency similarity search for retrieval-augmented AI applications.

5 min readUpdated May 2026
Companies & Tools

Qdrant

An open-source, Rust-based vector database and similarity search engine designed for high-performance storage and retrieval of high-dimensional embeddings, with support for hybrid search and multitenant deployments.

5 min readUpdated May 2026
Companies & Tools

Salesforce Einstein

Salesforce Einstein is an integrated artificial intelligence platform embedded across the Salesforce CRM ecosystem, providing predictive analytics, generative AI, and autonomous agents for sales, service, marketing, and commerce workflows.

6 min readUpdated June 2026
Applications

Semantic Search

Semantic search is a search paradigm that retrieves results based on the meaning and intent of a query rather than exact keyword matches, using vector embeddings to measure conceptual similarity between text.

6 min readUpdated May 2026
Companies & Tools

ServiceNow AI

ServiceNow AI is the artificial intelligence layer embedded in the ServiceNow platform, providing predictive analytics, generative AI, and autonomous agents for IT service management, enterprise workflow automation, and cross-functional business operations.

6 min readUpdated June 2026
Foundations

TinyML

TinyML is a field of machine learning focused on running machine learning models on microcontrollers and other resource-constrained edge devices that typically operate with milliwatts of power and kilobytes of memory.

6 min readUpdated May 2026
Infrastructure

Vector Database

A specialised database system that stores data as high-dimensional numerical vectors and enables fast approximate nearest-neighbour search, forming the retrieval backbone of semantic search and RAG systems.

7 min readUpdated May 2026