What AI says about pgvector
pgvector is an open-source PostgreSQL extension that adds native vector storage and similarity search to Postgres.
AI calls itopen-source,native,pgvector,simple,cheapest,postgresql extension
Since Jul 5Updated Nov 11, 2026Based on 24,081 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
5%
of AI answers about pgvector and its rivals · since Jul 5
Based on 24,081 AI answers
- ChatGPT6%
- Google AI Mode4%
How often AI mentions pgvector
of AI answers about pgvector and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions pgvector
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Developer Backend & Vector Search ServicesChatGPTGoogle AI Mode
- Vector Database PlatformsChatGPTGoogle AI Mode
- LLM Agent Frameworks and ToolingChatGPT
- RAG Platforms and Retrieval ToolsChatGPT
- Product Search and Discovery PlatformsOutside both engines’ top 25
- Embedding Model APIs and ServicesOutside both engines’ top 25
- Visual Search and Auto-Tagging APIsOutside both engines’ top 25
- AI Socratic Tutoring PlatformsOutside both engines’ top 25
- AI Knowledge Graph PlatformsOutside both engines’ top 25
- Managed Search Engine PlatformsOutside both engines’ top 25
- Enterprise MLOps Model Registry PlatformsOutside both engines’ top 25
- LLM Security and Governance PlatformsOutside both engines’ top 25
Topics where AI mentions pgvector
TopicMentioned in · on this topicRank
- Access-controlled semantic search
- Multimodal embedding storage and query
- Low-latency enterprise RAG
- Vector database live re-indexing
- Backend as a service with vector search
- RAG pipeline development platform
- Managed vector databases for production RAG
- Hosted embeddings with tenant isolation
- Hybrid vector and keyword search
- Vector-based recommendation AI for conversion
- Vector databases with metadata filtering
- Dynamic tool discovery
- Supervised AI tutoring
- Local development prototyping
- Self-hosted open-source RAG framework
- Agent memory integration
- Conversational AI chatbot development
- Zero-retention RAG platform for trade secrets
- Document parsing for LLM pipelines
- Managed embedding generation
- Web research agent frameworks
- In-warehouse generative AI
- Visual search API with custom embedding support
- Image similarity search APIs
- Managed search-as-a-service APIs
- Scalable unstructured data processing for legacy file servers
- Semantic product search
- LLM integration into existing applications
- Managed embedding APIs
- Multimodal vector search
- HIPAA-compliant LLM deployment
- Conversational AI agent framework
- AI-powered code style enforcement
- Open-source embedding models
- Embedding model management and deployment
- End-to-end RAG platform with ingestion and vectorization
- API-first AI customer support bot builder
- Graph database visualization tool for generative AI exploration
- Multi-agent orchestration
- RAG document reranking
- LLM knowledge graph databases
- Multi-step stateful task management
- Enterprise RAG and fine-tuning
- Self-hosted open-source LLM management platform
- Enterprise LLM fine-tuning and RAG
- Knowledge base chatbot
- PII redaction for LLM pipelines
- Most mentionedMentioned in
- For a startup adding embeddings search, which vector store is cheapest to run?on this questionpgvector shares the lead for mentions with 1 more98%
- Best vector database for document-heavy RAG?on this questionQdrant shares the lead for mentions with 3 more97%
- I am looking for a vector database that is open source and does not require a cloud subscription.on this questionQdrant shares the lead for mentions with 1 more85%
Excerpts where pgvector appeared in the AI's answer
Google AI ModeNov 1, 2026, Google AI Mode pgvector (PostgreSQL extension) — If you already use or prefer relational databases, turning PostgreSQL into a vector database via the pgvector extension is a robust choice.
Google AI ModeOct 22, 2026, Google AI Mode pgvector : A PostgreSQL extension that turns your existing relational database into a vector database.
pgvector in AI answers
1 of 8
I want to run a vector database on-premise for data privacy. What is the best open-source vector database that is easy to deploy and scale?
ChatGPTChatGPT· Nov 5, 2026
PostgreSQL + pgvector – Best if you already use PostgreSQL and want to minimize infrastructure complexity.
Google AI ModeGoogle AI Mode· Sep 15, 2026
Instead of spinning up a brand new dedicated database, you add pgvector to your existing, trusted PostgreSQL instance.
Sites AI cites
- Lists pgvector on 2 of 2 pages9%
- Lists pgvector on 2 of 2 pages9%
- Medium (opens in a new tab) · 3%
- Vector Databases for Search: When to Use Them (2025 Guide) | by QuarkAndCode | Medium (opens in a new tab) · 1%
- Vector Databases for Generative AI and beyond | by Steel Perlot | Medium (opens in a new tab) · 1%
- Medium (opens in a new tab) · 1%
- Medium (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Lists pgvector
- The New Retrieval Architecture: Why Vector Search Is Quietly Replacing the Way We Find Information (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Lists pgvector
- PGVector: Transforming PostgreSQL into a Powerful Vector Database for AI Applications | by Amit Dhiman | Medium (opens in a new tab) · <1%
- A Beginner’s Guide to Reranking in RAG Systems with Llamaindex & Qdrant (opens in a new tab) · <1%
- Lists pgvector on 2 of 2 pages6%
- 6 Vector Databases Compared: Which One Should You Use? (opens in a new tab) · 2%
- 09: Top 10 Open-Source Vector Databases for AI Applications (opens in a new tab) · <1%
- 09: Top 10 Open-Source Vector Databases for AI Applications (opens in a new tab) · <1%
- Vector Databases: From First Principles to Production (2026 ... (opens in a new tab) · <1%
- Top 15 Vector Databases for AI Builders in 2026 | Pinecone, Milvus, Qdrant, Chroma & More (opens in a new tab) · <1%Lists pgvector
- Vector Database Will Finally Makes Sense After This (opens in a new tab) · <1%
- Vector Databases Explained: The Complete Guide for 2026 (opens in a new tab) · <1%
- Zvec: The Simplest Vector Database You'll Ever Use (opens in a new tab) · <1%
- 09: Top 10 Open-Source Vector Databases for AI Applications (opens in a new tab) · <1%
- Which Vector Database Should You Use? (opens in a new tab) · <1%Lists pgvector
- Leaves pgvector out6%
- We Tried and Tested 10 Best Vector Databases for RAG Pipelines - ZenML Blog (opens in a new tab) · 6%Leaves pgvector out
- 6%
- Best Vector DB for production ready RAG ? (opens in a new tab) · 2%
- What's the best Vector DB? What's new in vector db and how is one better than other? [D] (opens in a new tab) · <1%
- Which VectorDB should I go for in a RAG pipeline ? (opens in a new tab) · <1%
- Choosing a standalone vector database or an integrated SQL/vector solution: a few thoughts. (opens in a new tab) · <1%
- Open source vector databases? (opens in a new tab) · <1%
- Vector db comparison (opens in a new tab) · <1%
- RAG Without a Vector DB, PostgreSQL and Faiss for AI-Powered Docs (opens in a new tab) · <1%
- Want to talk to someone who's building RAG on public data - like 10K / 10Q finance records or wikipedia content : r/Rag (opens in a new tab) · <1%
- Which Vector DB should I use for production? (opens in a new tab) · <1%
- Which vector database do we like for local/selfhosted? : r/Rag (opens in a new tab) · <1%
- Lists pgvector on 1 of 1 page6%
- Lists pgvector on 1 of 1 page3%
- Lists pgvector on 3 of 4 pages3%
- Best open source vector database solutions: Top 8 in 2026 (opens in a new tab) · 1%Leaves pgvector out
- Best open source vector database software: Top 10 in 2026 (opens in a new tab) · 1%Lists pgvector
- pgvector Hybrid Search: Benefits, Use Cases & Quick Tutorial (opens in a new tab) · <1%Lists pgvector
- pgvector vs OpenSearch for vector databases: 5 differences and how ... (opens in a new tab) · <1%
- What Is a Vector Database? Top 10 Open Source Options (opens in a new tab) · <1%Lists pgvector
- Getting started with pgvector-python with 7 supported libraries (opens in a new tab) · <1%
- Lists pgvector on 1 of 1 page2%
