Home / Trends / Vector Search

Vector Search

Vector databases and similarity search

Tracked keywords: vector search, vector database, vector db, embedding, embeddings, vector similarity

Mentions Over Time

2,553
Total Mentions
1,816
Posts mentioning Trend
140
Companies Mentioning
151
Most mentions in a month
Month Mentions Posts Companies MoM Change
Aug 2026 103 75 30 +4.0%
Jul 2026 99 72 31 +65.0%
Jun 2026 60 49 22 -37.5%
May 2026 96 74 23 -10.3%
Apr 2026 107 73 29 -24.1%
Mar 2026 141 98 31 +45.4%
Feb 2026 97 72 30 +18.3%
Jan 2026 82 51 20 -3.5%
Dec 2025 85 58 21 -13.3%
Nov 2025 98 77 27 -3.9%
Oct 2025 102 78 26 +9.7%
Sep 2025 93 67 32 -15.5%
Aug 2025 110 80 30 -26.7%
Jul 2025 150 102 26 +42.9%
Jun 2025 105 76 29 +1.0%
May 2025 104 73 33 +2.0%
Apr 2025 102 74 28 -3.8%
Mar 2025 106 73 31 -2.8%
Feb 2025 109 69 27 0%
Jan 2025 109 73 31 -1.8%
Dec 2024 111 77 26 -6.7%
Nov 2024 119 88 32 +4.4%
Oct 2024 114 86 27 -24.5%
Sep 2024 151 101 31 +23.8%

Recent X Evidence

50 items
DateCompanyTitleAccountMentions
Sept. 19, 2026 ScyllaDB For a large class of RAG applications, the vector database is the slowest part of the pip… Company 2
Sept. 19, 2026 FalkorDB Standard RAG can't follow relationships — GraphRAG traverses the graph instead of embeddi… Company 1
Sept. 19, 2026 RunPod Which GPU should you use for embedding workloads? We benchmarked seven models across 24… Company 1
Sept. 18, 2026 Qdrant And that’s a wrap of Vector Space Stream! 🎉 We spent 4+ hours going deep into vector sea… Company 2
Sept. 18, 2026 Neo4j The workshop you were looking for: 2 hours, virtual, and for free. If you are building w… Company 1
Sept. 18, 2026 MongoDB Retrieving 20 chunks "to be safe" burns ~10K tokens a call on mostly noise, and it often … Company 1
Sept. 17, 2026 PostHog Usually we'd share blog posts from our team members as X articles for optimal reach yada … Company 1
Sept. 17, 2026 Vectorize Claude Code Now Builds and Reads Its Own Knowledge Base. Your coding agent is brilliant … Company 1
Sept. 17, 2026 Pinecone A database knows where your data is. A vector database understands what your data means. … Company 1
Sept. 16, 2026 Elastic Cross-project search is GA on Elastic Cloud Serverless. Search across serverless project… Company 1
Sept. 16, 2026 Voyage AI RT @n0riskn0r3ward: A few people understandably asked for the receipts here/how I would f… Company 1
Sept. 15, 2026 Neo4j Your agent forgets? A graph can help. @ neo4j-labs/nams-ai-provider: One changed line of… Company 1
Sept. 15, 2026 Onehouse AI agents don’t run one daily query. They ingest context continuously—low latency, high c… Company 1
Sept. 15, 2026 Zilliz Most AI memories are rarely accessed. But when a user needs one, it has to be available i… Company 1
Sept. 15, 2026 Carto A retailer’s top stores may look completely different, but their neighborhoods often shar… Company 1
Sept. 15, 2026 LanceDB Your coding agent forgets everything the moment a session ends. Ask it what it decided la… Company 1
Sept. 15, 2026 Qdrant When financial search needs both meaning and precision, hybrid search becomes interesting… Company 1
Sept. 14, 2026 Better Stack Postgres is the 30 year old tech that can handle half your web stack. Caching, Vector Sea… Company 1
Sept. 14, 2026 MongoDB Regulatory and standards content can be difficult to search when requirements are revised… Company 1
Sept. 14, 2026 Astronomer Most AI coding assistants know how to write code, but they don't know how *your* team wri… Company 1
Sept. 14, 2026 Metabase Turns out you can put your dashboards inside your own product, and there are lots of ways… Company 1
Sept. 14, 2026 Neo4j Have you read "Essential GraphRAG" by Tomaz Bratanic and Oskar Hane? Test your knowledge … Company 1
Sept. 13, 2026 Vectorize Cross-Encoder Reranking: The Last Stage of Agent Memory Recall. Retrieval is the part ev… Company 1
Sept. 11, 2026 Qdrant A reminder that we’ve got an amazing series of events lined up for you all next week We’… Company 2
Sept. 11, 2026 Temporal Soooooo what happens after PII is redacted in a RAG pipeline? Houman Kargaran shows how … Company 1
Sept. 11, 2026 ClickHouse Your SQL can call an LLM now. 🧠 ClickHouse AI Functions are in beta: classify text, gene… Company 1
Sept. 11, 2026 MongoDB The shopping agent in your favorite app understands what you want, checks what's actually… Company 1
Sept. 10, 2026 Reducto 🔖 Cookbook Highlight: Build a Citation-Ready Knowledge Base with r-1 A useful knowledge … Company 2
Sept. 10, 2026 ClickHouse Pune, our next meetup filled up fast — 116 in and a waitlist growing. Here's why. Data m… Company 1
Sept. 9, 2026 Elastic The hard parts of hybrid retrieval, already done. Elasticsearch Vector Database is a new… Company 4
Sept. 9, 2026 Qdrant We’ve just launched the Qdrant Beginner Course, built for people who want to understand v… Company 3
Sept. 9, 2026 Upstash Agent memory on Upstash Redis, in 5 lines: defineMemory({ provider: redisMemory({ topK… Company 2
Sept. 9, 2026 Zilliz Running vector search in production requires more than fast queries. Teams also need prec… Company 2
Sept. 9, 2026 Qdrant RT @itsclelia: Big news: @qdrant_engine has a new beginners course! If you're new to vec… Company 1
Sept. 9, 2026 Redis Vector search is one piece of a production RAG system. Most standalone vector databases o… Company 1
Sept. 8, 2026 SurrealDB Conversation memory, workflow snapshots, evaluation scores, observability spans, and vect… Company 1
Sept. 8, 2026 Qdrant Your search can be working perfectly and still be badly tuned. Vector search has a lot o… Company 1
Sept. 8, 2026 Metabase We turned the embedding decision into a choose-your-own-adventure, and Metabot dressed fo… Company 1
Sept. 8, 2026 Qdrant RT @andre_z: @ActianCorp launched a vector DB. Their comparison post says it's 22x faster… Company 1
Sept. 7, 2026 Qdrant Next week is packed at Qdrant. We’ve got 3 community events happening across Sept 16-17,… Company 3
Sept. 7, 2026 Zilliz Vector search can look fine in Elasticsearch or OpenSearch—until scale turns tuning probl… Company 2
Sept. 6, 2026 Vectorize Best Open-Source Agent Memory Systems (Self-Hosted, 2026). "Open source" and "self-hosta… Company 1
Sept. 5, 2026 Vectorize Knowledge Graphs vs. Vector Search for Agent Memory. Almost every "add memory to your ag… Company 4
Sept. 5, 2026 ScyllaDB By using a hybrid memory pattern, #ScyllaDB is able to manage short-term context, long-te… Company 1
Sept. 4, 2026 Elastic Do you know why BM25 is still useful when we have vector search? BM25 stops rewarding th… Company 1
Sept. 4, 2026 Reducto 🔖 Cookbook Highlight: Turn a Complex 10-K into Grounded RAG with r-1 We built an end-to-… Company 1
Sept. 3, 2026 Vectorize How to Move Your Agent's Memory Off a Vector Database. If you built agent memory the way… Company 3
Sept. 3, 2026 Redis Add a filter to a vector search, and results can get worse, not better. It sounds backwar… Company 1
Sept. 2, 2026 Zilliz Can vector search stay fast when the filter itself is more than 512 KB of JSON? During o… Company 1
Sept. 2, 2026 MongoDB How do you keep search instant and logistics unbreakable, across millions of SKUs? ⚡ At … Company 1
Plushcap, by Matt Makai. 2021-2026.