Idea: a vector search consultancy called No RAGrets
January 25, 2025 at 12:34 AM
Idea: a vector search consultancy called No RAGrets
rule of thumb for RAG/vector search:
if you would consider it a bug if it returned less than 100% of the hits, then vector search is not for you, you’re looking for SQL
if you would consider it a bug if it returned less than 100% of the hits, then vector search is not for you, you’re looking for SQL
August 4, 2026 at 12:54 PM
rule of thumb for RAG/vector search:
if you would consider it a bug if it returned less than 100% of the hits, then vector search is not for you, you’re looking for SQL
if you would consider it a bug if it returned less than 100% of the hits, then vector search is not for you, you’re looking for SQL
Hiring Vector to search for a treasure, hopefully nothing will go wrong...
May 4, 2026 at 7:21 AM
Hiring Vector to search for a treasure, hopefully nothing will go wrong...
SQLite is such a powerhouse.
The State of Vector Search in SQLite
Making vector search fast, memory-efficient, and natural in SQLite.
marcobambini.substack.com
September 26, 2025 at 7:18 PM
SQLite is such a powerhouse.
Vector search using only Parquet and DataFusion – Xiangpeng’s blog
Just tune your existing stack
blog.xiangpeng.systems
February 11, 2026 at 11:57 PM
Threaded K-NN search with VSIM in vector sets. Vector size is 1024 here (mxbai embedding model).
December 10, 2024 at 10:45 PM
Threaded K-NN search with VSIM in vector sets. Vector size is 1024 here (mxbai embedding model).
1) legendarily bad name
2) Full text and vector search?
2) Full text and vector search?
July 5, 2026 at 2:37 PM
1) legendarily bad name
2) Full text and vector search?
2) Full text and vector search?
GraphMemory - GraphRAG Database
An embedded graph database for RAG and knowledge graph applications, powered by DuckDB. Vector similarity search, full-text search, hybrid search, merge/upsert, graph traversal, and a full GraphRAG retrieval pipeline — all in a single Python package.
An embedded graph database for RAG and knowledge graph applications, powered by DuckDB. Vector similarity search, full-text search, hybrid search, merge/upsert, graph traversal, and a full GraphRAG retrieval pipeline — all in a single Python package.
GitHub - bradAGI/GraphMemory: GraphRAG database - hybrid graph / vector db
GraphRAG database - hybrid graph / vector db. Contribute to bradAGI/GraphMemory development by creating an account on GitHub.
github.com
March 20, 2026 at 12:56 AM
GraphMemory - GraphRAG Database
An embedded graph database for RAG and knowledge graph applications, powered by DuckDB. Vector similarity search, full-text search, hybrid search, merge/upsert, graph traversal, and a full GraphRAG retrieval pipeline — all in a single Python package.
An embedded graph database for RAG and knowledge graph applications, powered by DuckDB. Vector similarity search, full-text search, hybrid search, merge/upsert, graph traversal, and a full GraphRAG retrieval pipeline — all in a single Python package.
Got access to the scanned digital copies of every single volume of statutory text for every state going back to colonial times. I used it to create a hybrid sqlite database with vector embedding allowing for semantic search. It's so cool and will be used for some amazing novel legal research.
August 29, 2026 at 3:25 AM
Got access to the scanned digital copies of every single volume of statutory text for every state going back to colonial times. I used it to create a hybrid sqlite database with vector embedding allowing for semantic search. It's so cool and will be used for some amazing novel legal research.
@niallmcp.bsky.social showing how to use vector_distance to do semantic search with #SQL
This enables you to compare vector embeddings to find rows related to your search
#DOAG2024
This enables you to compare vector embeddings to find rows related to your search
#DOAG2024
November 21, 2024 at 9:31 AM
@niallmcp.bsky.social showing how to use vector_distance to do semantic search with #SQL
This enables you to compare vector embeddings to find rows related to your search
#DOAG2024
This enables you to compare vector embeddings to find rows related to your search
#DOAG2024
Creating a vector database of nearly 10k LGBTQ related bills from 2004-present. This will allow for semantic search on bills as well as novel textual analysis. It'll include all bill meta data along with hand coded values by the legialerts team. I don't think anything like this has been done before.
July 21, 2026 at 3:27 AM
Creating a vector database of nearly 10k LGBTQ related bills from 2004-present. This will allow for semantic search on bills as well as novel textual analysis. It'll include all bill meta data along with hand coded values by the legialerts team. I don't think anything like this has been done before.
In other news, we think AI summaries pose an easy vector for powerful entities to manipulate and supplant unfavorable search results: www.youtube.com/watch?v=MrwJ...
Our Future of Subtle Corporate Manipulation: AI Overviews of Independent Content
YouTube video by GNCA - GamersNexus Consumer Advocacy
www.youtube.com
November 30, 2025 at 6:06 PM
In other news, we think AI summaries pose an easy vector for powerful entities to manipulate and supplant unfavorable search results: www.youtube.com/watch?v=MrwJ...
For MariaDB, LLMs are the new search engines to win over
For MariaDB, LLMs are the new search engines to win over
Its vector search is ready, but coding assistants keep pointing developers toward other databases, says the foundation's chairman
www.theregister.com
September 24, 2026 at 10:01 AM
For MariaDB, LLMs are the new search engines to win over
See everyone in 35 minutes :) maven.com/p/2acdeb/ten...
Tensors in the Search Engine (Why?)
RAG and Agentic search requires vector search. And increasingly multi-vector retrieval. Vespa's tensor feature implements vector search. "How are tensors better than vectors?" is a common follow-up q...
maven.com
September 23, 2026 at 4:22 PM
See everyone in 35 minutes :) maven.com/p/2acdeb/ten...
37 Things I Learned About Information Retrieval in Two Years at a Vector Database Company by Leonie Monigatti
"BM25 is a strong baseline for search. Ha! You thought I would start with something about vector search,
"BM25 is a strong baseline for search. Ha! You thought I would start with something about vector search,
July 3, 2025 at 4:37 PM
37 Things I Learned About Information Retrieval in Two Years at a Vector Database Company by Leonie Monigatti
"BM25 is a strong baseline for search. Ha! You thought I would start with something about vector search,
"BM25 is a strong baseline for search. Ha! You thought I would start with something about vector search,
Hello. Can anyone recommend a search engine that's a search engine not a shitty advertising vector / AI pimp?
July 28, 2025 at 4:47 PM
Hello. Can anyone recommend a search engine that's a search engine not a shitty advertising vector / AI pimp?
Built a quick Expo website to search through expo/vector-icons 🚀
◆ Framework — Expo Router
◆ Hosting — eas deploy 💕
◆ UI — shadcn
◆ Virtual list — tanstack/react-virtual
Try it here icons.expo.app
◆ Framework — Expo Router
◆ Hosting — eas deploy 💕
◆ UI — shadcn
◆ Virtual list — tanstack/react-virtual
Try it here icons.expo.app
January 25, 2025 at 10:09 PM
Built a quick Expo website to search through expo/vector-icons 🚀
◆ Framework — Expo Router
◆ Hosting — eas deploy 💕
◆ UI — shadcn
◆ Virtual list — tanstack/react-virtual
Try it here icons.expo.app
◆ Framework — Expo Router
◆ Hosting — eas deploy 💕
◆ UI — shadcn
◆ Virtual list — tanstack/react-virtual
Try it here icons.expo.app
Got my American statutory database up and running with multiple layers. It has vector embedding for semantic search, 8gram shingles for statutory diffusion, and FTS5 for exact searches. 20k+ volumes over 400 years of state and local statutes.
This is one of the coolest things I've ever done.
This is one of the coolest things I've ever done.
September 5, 2026 at 3:58 PM
Got my American statutory database up and running with multiple layers. It has vector embedding for semantic search, 8gram shingles for statutory diffusion, and FTS5 for exact searches. 20k+ volumes over 400 years of state and local statutes.
This is one of the coolest things I've ever done.
This is one of the coolest things I've ever done.
Luxir is a new high-performance search engine from the creator of Apache #Solr. It's #OpenSource, written in C++, and features full-text search, vector search, faceting, and analytics. yonik.com/blog/introdu...
Introducing Luxir
Luxir is a new open source, native-code search engine from the creator of Apache Solr: full-text search, vector search, faceting, and analytics in one engine.
yonik.com
September 22, 2026 at 3:17 PM
Luxir is a new high-performance search engine from the creator of Apache #Solr. It's #OpenSource, written in C++, and features full-text search, vector search, faceting, and analytics. yonik.com/blog/introdu...
So many basic tools are replacing perfectly functional keyword search with vector-embedding matching that returns huge numbers of false positives
February 14, 2026 at 9:11 PM
So many basic tools are replacing perfectly functional keyword search with vector-embedding matching that returns huge numbers of false positives
Check out the new "Sample Vector Search" application from the APEX Gallery, and learn how to leverage Vector Search on Oracle Database 23ai in APEX applications.
#orclapex #oracledatabase #vector #ai
#orclapex #oracledatabase #vector #ai
January 31, 2025 at 10:47 AM
Check out the new "Sample Vector Search" application from the APEX Gallery, and learn how to leverage Vector Search on Oracle Database 23ai in APEX applications.
#orclapex #oracledatabase #vector #ai
#orclapex #oracledatabase #vector #ai
Suporte a Vector Search no Oracle.
Sensacional! Vector Search é algo para se estudar… anota ai…
#OracleCloudWorld
Sensacional! Vector Search é algo para se estudar… anota ai…
#OracleCloudWorld
September 9, 2024 at 10:05 PM
Suporte a Vector Search no Oracle.
Sensacional! Vector Search é algo para se estudar… anota ai…
#OracleCloudWorld
Sensacional! Vector Search é algo para se estudar… anota ai…
#OracleCloudWorld
Alibaba's Zvec
An open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Built on Proxima (Alibaba's battle-tested vector search engine), it delivers production-grade, low-latency, scalable similarity search with minimal setup.
An open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Built on Proxima (Alibaba's battle-tested vector search engine), it delivers production-grade, low-latency, scalable similarity search with minimal setup.
January 30, 2026 at 1:07 PM
Alibaba's Zvec
An open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Built on Proxima (Alibaba's battle-tested vector search engine), it delivers production-grade, low-latency, scalable similarity search with minimal setup.
An open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Built on Proxima (Alibaba's battle-tested vector search engine), it delivers production-grade, low-latency, scalable similarity search with minimal setup.
🚀 Claude SEO Skill: Seo Vector Search
Equip your Claude coding agent with specialized SEO capabilities to analyze, audit, and optimize web applications automatically....
Read full playbook: https://seoskillsai.com/claude/seo-vector-search #AISEO #GEO
Equip your Claude coding agent with specialized SEO capabilities to analyze, audit, and optimize web applications automatically....
Read full playbook: https://seoskillsai.com/claude/seo-vector-search #AISEO #GEO
September 24, 2026 at 1:49 AM
🚀 Claude SEO Skill: Seo Vector Search
Equip your Claude coding agent with specialized SEO capabilities to analyze, audit, and optimize web applications automatically....
Read full playbook: https://seoskillsai.com/claude/seo-vector-search #AISEO #GEO
Equip your Claude coding agent with specialized SEO capabilities to analyze, audit, and optimize web applications automatically....
Read full playbook: https://seoskillsai.com/claude/seo-vector-search #AISEO #GEO