Vector databases, embeddings pipelines, retrieval infra (Pinecone, Weaviate, Qdrant, pgvector, Turbopuffer, Elasticsearch-for-RAG).
32 verified facts across 27 companies
Pinecone Streamlines sales knowledge storage and retrieval for RAG.
Receipts · 1
“By choosing Pinecone as its vector database, 1up improved its Knowledge Automation System, streamlining data storage and retrieval.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Handles vector storage and similarity search for recipe data.
Receipts · 1
“Pinecone handles vector storage and similarity search.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Powers semantic search and retrieval in its agentic platform.
Receipts · 1
“Pinecone is now an anchor of Aquant” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
turbopuffer Hosted vector store for codebase-index embeddings powering semantic code retrieval.
Receipts · 2
“turbopuffer is one of the few pieces of infrastructure we haven't had to worry about as we've scaled.” — turbopuffer.com, Jan 2026
“At our server, we chunk and embed the files, and store the embeddings in Turbopuffer” — simonwillison.net, May 11, 2025
Source last verified Jul 26, 2026
Indexes codebases with client-side change detection and server-side embeddings for search.
Receipts · 2
“features a cryptographic hash of every file, along with hashes of each folder” — cursor.com, Jan 27, 2026
“it improved response accuracy by 12.5% on average” — cursor.com, Jan 27, 2026
Source last verified Jul 26, 2026
Pinecone Provides production-grade vector retrieval for real-time RAG agents.
Receipts · 1
“We trust Pinecone to provide the foundational infrastructure we rely on for accurate, production-grade vector retrieval at scale.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Powers agentic retrieval for conversational Digital Minds.
Receipts · 1
“Delphi selected Pinecone to power agentic retrieval for every Digital Mind on their platform.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Powers semantic and hybrid search for customer queries.
Receipts · 1
“At query time, Weaviate powers semantic and hybrid search, returning the most relevant context” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Stores vector embeddings for Smart Trackers concept tracking.
Receipts · 1
“Gong selected Pinecone as the core database infrastructure” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Indexes and retrieves unstructured data for enterprise AI applications.
Receipts · 1
“teams across the organization worked together to bring Weaviate into production.” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Provides vector indexing and retrieval for agent memory and RAG.
Receipts · 1
“Pinecone handles vector indexing and retrieval.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Core vector database and embeddings layer for technical chatbots.
Receipts · 1
“maintaining Weaviate as their core vector database and embeddings layer solution.” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Receipts · 2
“we developed an internal tech stack, using Neo4j and other things, to start bringing data=knowledge together” — cxtoday.com, Mar 4, 2025
“Storing CRM data in an LLM would have its limitations.” — diginomica.com, Mar 7, 2025
Source last verified Jul 26, 2026
Weaviate Powers likeness detection and unauthorized-content removal at scale.
Receipts · 1
“Loti AI partnered with Weaviate to power their digital identity protection platform” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Foundation for claims-automation agents and multimodal search.
Receipts · 1
“MarvelX AI uses Weaviate as a foundation for their autonomous agent platform” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Indexes patent and academic datasets for semantic search.
Receipts · 1
“Our entire search operation relies on Pinecone as the first step in the process.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Provides semantic search over unified wellness data.
Receipts · 1
“MetaBuddy integrated a Weaviate vector database with Query Agent to deliver semantic search” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Powers the Intelligence Engine behind AI financial research.
Receipts · 1
“Through our Corpus API connected to Weaviate, users can build very powerful, low latency search engines in minutes” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Weaviate Serves company-specific knowledge with reliable, fast vector querying.
Receipts · 1
“Weaviate as their vector database of choice for reliable, accurate and fast querying” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
turbopuffer Primary vector database for Notion AI search and Q&A.
Receipts · 3
“we committed to migrating our entire multi billion object workload to turbopuffer in late 2024” — notion.com, Feb 19, 2026
“stores it in a vector database (e.g., Turbopuffer)” — notion.com, Jul 2026
“Vector database for storing embeddings” — registora.com, Jul 9, 2026
Source last verified Jul 26, 2026
OpenAI embeddings API
by OpenAI Embeds workspace pages for Q&A retrieval.
Receipts · 1
“we generate an embedding by using an OpenAI zero-retention embeddings API” — notion.com, Jul 2026
Source last verified Jul 26, 2026
Receipts · 1
“Real-time updates via Kafka consumers that process individual page edits as they happen” — notion.com, Feb 19, 2026
Source last verified Jul 26, 2026
Receipts · 1
“Service provider for providing web search results” — registora.com, Jul 9, 2026
Source last verified Jul 26, 2026
Pinecone Powers hybrid search for defense acquisition recommendations.
Receipts · 1
“Pinecone enables that by helping us cut through the noise, fast.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Receipts · 2
“Perplexity has been able to create their own search engine that delivers uncompromising quality” — blog.vespa.ai, Apr 15, 2025
“Perplexity has used Vespa.ai's managed platform to efficiently scale its RAG architecture” — vespa.ai, Apr 15, 2025
Source last verified Jul 26, 2026
Proprietary crawler and index feeding hybrid lexical and semantic retrieval.
Receipts · 1
“Our search index tracks over 200 billion unique URLs, with capacity to track many hundreds of billions more.” — research.perplexity.ai, Jul 17, 2026
Source last verified Jul 26, 2026
Weaviate Powers patent intelligence vector retrieval and RAG.
Receipts · 1
“chose Weaviate Cloud in 2021.” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Google Cloud Dataflow
by Google Cloud Streams real-time embedding pipelines feeding storefront semantic search.
Receipts · 1
“we use Google Cloud's streaming analytics service Dataflow to power these pipelines” — shopify.engineering, Oct 18, 2024
Source last verified Jul 26, 2026
Weaviate Vector database behind its enterprise agent platform.
Receipts · 1
“Stack AI chose Weaviate as the vector database to power their enterprise AI orchestration platform.” — weaviate.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Powers real-time retrieval across complex financial data.
Receipts · 1
“Terminal X rebuilt its retrieval architecture from the ground up with Pinecone at the core.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Powers hybrid retrieval for the Agent Assist support assistant.
Receipts · 1
“Vanguard chose Pinecone as their vector database to power hybrid retrieval for Agent Assist” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
Pinecone Powers real-time semantic search for personalized contact recommendations.
Receipts · 1
“ZoomInfo adopted Pinecone as the vector database powering the platform.” — pinecone.io, Jul 2026
Source last verified Jul 27, 2026
