My GitHub Sponsors profile is live! You can sponsor me to support my open source work 💖 I am developing a novel approach to vector spaces github.com/sponsors/Mec...
#vectordb #embeddings #LLMs #OpenSource #DataScience
#vectordb #embeddings #LLMs #OpenSource #DataScience
Sponsor @Mec-iS on GitHub Sponsors
Hi! I’m Lorenzo. I produce novel research and code leveraging LLMs. Ideas swift to prototype.
I like to escape stellar gravitational fields 🚀🚀🚀 at [www.tuned.org.uk](https://www.tuned.org.uk)
github.com
October 21, 2025 at 7:17 PM
My GitHub Sponsors profile is live! You can sponsor me to support my open source work 💖 I am developing a novel approach to vector spaces github.com/sponsors/Mec...
#vectordb #embeddings #LLMs #OpenSource #DataScience
#vectordb #embeddings #LLMs #OpenSource #DataScience
Show HN: Postgres as a VectorDB GUI
Posted by z-gort with a score of 42
github.com
December 19, 2024 at 5:00 AM
OpenWebUI and Docker 🤷♂️. It uses sqlite under the hood for vectordb
March 4, 2025 at 7:18 AM
OpenWebUI and Docker 🤷♂️. It uses sqlite under the hood for vectordb
July 24, 2025 at 12:01 PM
用聽的！企業當前要立刻導入【人工智慧系統 MVP系統 】Model(人工智慧模型LLM或SLM) + VectorDB(向量資料庫) + Prompt(自然語言對話)=MVP系統！ by 創造價值夥伴VCP李東昇
youtu.be/BJpfptpXfDY
youtu.be/BJpfptpXfDY
用聽的！企業當前要立刻導入【人工智慧系統 MVP系統 】Model(人工智慧模型LLM或SLM) + VectorDB(向量資料庫) + Prompt(自然語言對話)=MVP系統！ by 創造價值夥伴
YouTube video by 創造價值夥伴VCP李東昇AlexandrosLee
youtu.be
September 22, 2025 at 3:21 PM
用聽的！企業當前要立刻導入【人工智慧系統 MVP系統 】Model(人工智慧模型LLM或SLM) + VectorDB(向量資料庫) + Prompt(自然語言對話)=MVP系統！ by 創造價值夥伴VCP李東昇
youtu.be/BJpfptpXfDY
youtu.be/BJpfptpXfDY
Show HN: Postgres as a VectorDB GUI
Posted by z-gort with a score of 53
github.com
December 19, 2024 at 6:00 AM
txtai: 임베딩 생성 및 검색 등을 위한 All-in-one VectorDB
(by 9bow님)
https://d.ptln.kr/4781
#llm #opensource #rag #embedding #vector-db #apache-20-license #vector-search #txtai #llm-orchestration #semantic-search
(by 9bow님)
https://d.ptln.kr/4781
#llm #opensource #rag #embedding #vector-db #apache-20-license #vector-search #txtai #llm-orchestration #semantic-search
txtai: 임베딩 생성 및 검색 등을 위한 All-in-one VectorDB
txtai 소개 txtai는 벡터 검색, 주제 모델링, 검색 증강 생성(RAG) 등을 포함한 다양한 기능을 제공하는 임베딩을 위한 벡터 데이터베이스(Vector Database for embedding)입니다. 벡터 인덱스, 그래프 네트워크 및 관계형 데이터베이스의 결합으로 구성되어 있으며, SQL을 사용한 벡터 검색, 객체 저장소, 멀티모달 인덱싱 등을 지원합니다. Python, YAML을 통해 구축할 수 있으며, API 바인딩이 다양한 언어(JavaScript, Java, Rust, Go)로 제공됩니다. 또한, txtai는 Hugging Face Transformers, Sentence Transformers 및 FastAPI와 통합되어 있으며, 로컬 실행 또는 컨테이너 오케스트레이션을 통한 확장이 가능합니다. 유사한 기술로는 Milvus, Pinecone, FAISS 등이 있지만, txtai는 SQL과의 통합, 다양한 파이프라인 지원으로 차별화됩니다. txtai의 주요 ...
d.ptln.kr
July 10, 2024 at 12:14 AM
txtai: 임베딩 생성 및 검색 등을 위한 All-in-one VectorDB
(by 9bow님)
https://d.ptln.kr/4781
#llm #opensource #rag #embedding #vector-db #apache-20-license #vector-search #txtai #llm-orchestration #semantic-search
(by 9bow님)
https://d.ptln.kr/4781
#llm #opensource #rag #embedding #vector-db #apache-20-license #vector-search #txtai #llm-orchestration #semantic-search
📊 #VectorDB #LanceDB v0.4.5 works with @pola.rs DataFrames & LazyFrames for faster vector data handling. Vectorize your CSV fast!
👉 Discuss in Discord: linktr.ee/qdrddr
#AI #LLM #DataFrames
👉 Discuss in Discord: linktr.ee/qdrddr
#AI #LLM #DataFrames
LanceDB + Polars
A (near) perfect match
A spiritual successor to pandas, Polars is a new blazing fast DataFrame library for Python written in Rust. At LanceDB, we hear from many of our users that they process data us...
blog.lancedb.com
August 14, 2025 at 9:13 PM
📊 #VectorDB #LanceDB v0.4.5 works with @pola.rs DataFrames & LazyFrames for faster vector data handling. Vectorize your CSV fast!
👉 Discuss in Discord: linktr.ee/qdrddr
#AI #LLM #DataFrames
👉 Discuss in Discord: linktr.ee/qdrddr
#AI #LLM #DataFrames
I'm excited to be speaking at #AIdev Open Source GenAI & ML Summit Europe next month! 🇪🇺
I'll give a talk about vector databases and #OpenSearch
👉 sched.co/25Tvu
@linuxfoundation.org @lfaidata.bsky.social @linuxfoundationeu.bsky.social #OSSummit
#opensource #GenAI #MachineLearning #vectorDB
I'll give a talk about vector databases and #OpenSearch
👉 sched.co/25Tvu
@linuxfoundation.org @lfaidata.bsky.social @linuxfoundationeu.bsky.social #OSSummit
#opensource #GenAI #MachineLearning #vectorDB
July 16, 2025 at 7:17 PM
I'm excited to be speaking at #AIdev Open Source GenAI & ML Summit Europe next month! 🇪🇺
I'll give a talk about vector databases and #OpenSearch
👉 sched.co/25Tvu
@linuxfoundation.org @lfaidata.bsky.social @linuxfoundationeu.bsky.social #OSSummit
#opensource #GenAI #MachineLearning #vectorDB
I'll give a talk about vector databases and #OpenSearch
👉 sched.co/25Tvu
@linuxfoundation.org @lfaidata.bsky.social @linuxfoundationeu.bsky.social #OSSummit
#opensource #GenAI #MachineLearning #vectorDB
A challenge for local AI is managing a knowledge layer, especially storing vast vector databases for RAG. Solutions like LEANN are promising, significantly reducing storage needs for efficient local indexing. This is key for offline retrieval. #VectorDB 4/6
August 9, 2025 at 7:00 AM
A challenge for local AI is managing a knowledge layer, especially storing vast vector databases for RAG. Solutions like LEANN are promising, significantly reducing storage needs for efficient local indexing. This is key for offline retrieval. #VectorDB 4/6
We (not me, but the people helping me) are working on an AI automation named:
Coolify Magic Support (name could change 😅)
It uses all the cool buzzwords: RAG, vectordb, agents, embedding, ollama, workflow, automation.
Coolify Magic Support (name could change 😅)
It uses all the cool buzzwords: RAG, vectordb, agents, embedding, ollama, workflow, automation.
June 18, 2025 at 8:13 PM
We (not me, but the people helping me) are working on an AI automation named:
Coolify Magic Support (name could change 😅)
It uses all the cool buzzwords: RAG, vectordb, agents, embedding, ollama, workflow, automation.
Coolify Magic Support (name could change 😅)
It uses all the cool buzzwords: RAG, vectordb, agents, embedding, ollama, workflow, automation.
Building a local AI platform (local #LLM, #MCP, #VectorDB behind a #Tailscale network) has given me some strong opinions on the future of #PlatformEngineering
My pillars of Platform are Reliability, Security and DevEx.
AI becomes a necessary focus on PlatEng, as its the biggest risk & opportunity.
My pillars of Platform are Reliability, Security and DevEx.
AI becomes a necessary focus on PlatEng, as its the biggest risk & opportunity.
June 22, 2025 at 3:03 AM
Building a local AI platform (local #LLM, #MCP, #VectorDB behind a #Tailscale network) has given me some strong opinions on the future of #PlatformEngineering
My pillars of Platform are Reliability, Security and DevEx.
AI becomes a necessary focus on PlatEng, as its the biggest risk & opportunity.
My pillars of Platform are Reliability, Security and DevEx.
AI becomes a necessary focus on PlatEng, as its the biggest risk & opportunity.
Let #AIdev Europe— #OpenSource #GenAI & #ML Summit—begin!
I was here in Amsterdam a few months ago at OpenSearchCon Europe, and it's a nice circle to be back here with a talk about the #OpenSearch Project.
Join my talk 14:45 in the main auditorium:
👉 sched.co/25Tvu
@linuxfoundation.org #vectorDB
I was here in Amsterdam a few months ago at OpenSearchCon Europe, and it's a nice circle to be back here with a talk about the #OpenSearch Project.
Join my talk 14:45 in the main auditorium:
👉 sched.co/25Tvu
@linuxfoundation.org #vectorDB
August 28, 2025 at 7:13 AM
Let #AIdev Europe— #OpenSource #GenAI & #ML Summit—begin!
I was here in Amsterdam a few months ago at OpenSearchCon Europe, and it's a nice circle to be back here with a talk about the #OpenSearch Project.
Join my talk 14:45 in the main auditorium:
👉 sched.co/25Tvu
@linuxfoundation.org #vectorDB
I was here in Amsterdam a few months ago at OpenSearchCon Europe, and it's a nice circle to be back here with a talk about the #OpenSearch Project.
Join my talk 14:45 in the main auditorium:
👉 sched.co/25Tvu
@linuxfoundation.org #vectorDB
แต่วันนี้ จะลองใช้ opensearch เพราะถามคำถามใน chatbot แล้วได้โค้ดทำงานได้เลย แตกต่างจาก vectordb อื่นที่เคยลอง
January 11, 2025 at 4:00 AM
แต่วันนี้ จะลองใช้ opensearch เพราะถามคำถามใน chatbot แล้วได้โค้ดทำงานได้เลย แตกต่างจาก vectordb อื่นที่เคยลอง
What FOSS vectordb can I fork or extend to test spherical harmonics' viability as a retrieval heuristic comparable to Euclidean distance?
December 24, 2024 at 12:07 AM
What FOSS vectordb can I fork or extend to test spherical harmonics' viability as a retrieval heuristic comparable to Euclidean distance?
Not all vector databases are built the same.
OpenSearch brings:
🤝 Open source freedom
⚡ Memory-efficient ANN search
📈 Seamless scalability for real-world data
Smarter search, built by developers for developers.
👉 Dive in: opensearch.org/platform/vec...
#OpenSearch #VectorDB #Search
OpenSearch brings:
🤝 Open source freedom
⚡ Memory-efficient ANN search
📈 Seamless scalability for real-world data
Smarter search, built by developers for developers.
👉 Dive in: opensearch.org/platform/vec...
#OpenSearch #VectorDB #Search
October 3, 2025 at 1:24 PM
Not all vector databases are built the same.
OpenSearch brings:
🤝 Open source freedom
⚡ Memory-efficient ANN search
📈 Seamless scalability for real-world data
Smarter search, built by developers for developers.
👉 Dive in: opensearch.org/platform/vec...
#OpenSearch #VectorDB #Search
OpenSearch brings:
🤝 Open source freedom
⚡ Memory-efficient ANN search
📈 Seamless scalability for real-world data
Smarter search, built by developers for developers.
👉 Dive in: opensearch.org/platform/vec...
#OpenSearch #VectorDB #Search
In today's digest: Vector quantization tutorials from MongoDB, Couchbase's writeup of KubeCon North America 2024, and Data Science jobs at Gloo, Tencent, and Cognizant.
#KubeCon #VectorDB
data-science-digest.beehiiv.com/p/data-scien...
#KubeCon #VectorDB
data-science-digest.beehiiv.com/p/data-scien...
Data Science Digest - 17th January 2025
Vector quantization tutorials from MongoDB, Couchbase's writeup of KubeCon North America 2024, and Data Science jobs at Gloo, Tencent, and Cognizant.
data-science-digest.beehiiv.com
January 17, 2025 at 10:41 AM
In today's digest: Vector quantization tutorials from MongoDB, Couchbase's writeup of KubeCon North America 2024, and Data Science jobs at Gloo, Tencent, and Cognizant.
#KubeCon #VectorDB
data-science-digest.beehiiv.com/p/data-scien...
#KubeCon #VectorDB
data-science-digest.beehiiv.com/p/data-scien...
Every time you meet someone new, you run a #RAG: extract facial features of the new person, and do a vector search of the #embeddings vs your #vectordb of past interactions, and take the top n (usually 1) and based on the associated reward of the last interaction generate a prob. dist.->
November 21, 2024 at 3:28 AM
Every time you meet someone new, you run a #RAG: extract facial features of the new person, and do a vector search of the #embeddings vs your #vectordb of past interactions, and take the top n (usually 1) and based on the associated reward of the last interaction generate a prob. dist.->
A good #VectorDB is a must-have for AI-powered solutions on top of massive datasets.
But that doesn’t mean this is an experts-only territory. With the right tools and guidance, even newcomers can use #RAG and add genuinely useful #AI to their projects.
www.youtube.com/watch?v=OSB0...
But that doesn’t mean this is an experts-only territory. With the right tools and guidance, even newcomers can use #RAG and add genuinely useful #AI to their projects.
www.youtube.com/watch?v=OSB0...
School of Code students about Pinecone
YouTube video by Pinecone
www.youtube.com
May 28, 2025 at 10:18 AM
A good #VectorDB is a must-have for AI-powered solutions on top of massive datasets.
But that doesn’t mean this is an experts-only territory. With the right tools and guidance, even newcomers can use #RAG and add genuinely useful #AI to their projects.
www.youtube.com/watch?v=OSB0...
But that doesn’t mean this is an experts-only territory. With the right tools and guidance, even newcomers can use #RAG and add genuinely useful #AI to their projects.
www.youtube.com/watch?v=OSB0...
Great news! 🤖 Oracle ACE Rich Niemiec will be presenting at the ODTUG event "Oracle GenAI, VectorDB & Agents" on October 22. Don’t miss this opportunity to gain valuable insights into the latest in AI and database technology!
🔗 odtug.com/events/oracle-genai-vectordb-and-agents
#OracleACE
🔗 odtug.com/events/oracle-genai-vectordb-and-agents
#OracleACE
October 21, 2025 at 9:27 AM
Great news! 🤖 Oracle ACE Rich Niemiec will be presenting at the ODTUG event "Oracle GenAI, VectorDB & Agents" on October 22. Don’t miss this opportunity to gain valuable insights into the latest in AI and database technology!
🔗 odtug.com/events/oracle-genai-vectordb-and-agents
#OracleACE
🔗 odtug.com/events/oracle-genai-vectordb-and-agents
#OracleACE
🔍 Choisir une base de données vectorielle en 2024? Le sondage révèle: Milvus et Pinecone en tête, mais PostgreSQL + pgvector monte en force! Pour débuter: commencez simple, évoluez au besoin. La meilleure DB? Celle qui s'intègre à votre stack! 💡 #VectorDB #DevOps
patb.ca
February 10, 2025 at 6:05 PM
vectordb-bench 0.0.25 VectorDBBench is not just an offering of benchmark results for mainstream v...
https://pypi.org/project/vectordb-bench/0.0.25/
Event Attributes
https://pypi.org/project/vectordb-bench/0.0.25/
Event Attributes
Client Challenge
pypi.org
April 17, 2025 at 10:12 AM
vectordb-bench 0.0.25 VectorDBBench is not just an offering of benchmark results for mainstream v...
https://pypi.org/project/vectordb-bench/0.0.25/
Event Attributes
https://pypi.org/project/vectordb-bench/0.0.25/
Event Attributes
Roo-VectorDB: революция в векторном поиске на базе PostgreSQL
https://kripta.biz/posts/D5CFBA56-1BF5-4228-97F5-0AB1AACE74A8
https://kripta.biz/posts/D5CFBA56-1BF5-4228-97F5-0AB1AACE74A8
October 22, 2025 at 5:17 PM
Roo-VectorDB: революция в векторном поиске на базе PostgreSQL
https://kripta.biz/posts/D5CFBA56-1BF5-4228-97F5-0AB1AACE74A8
https://kripta.biz/posts/D5CFBA56-1BF5-4228-97F5-0AB1AACE74A8
📢 #OpenSearch 3.0 is out! 🍾 🥳
After 3 years of 2.x, it's time for the next leap, which brings major upgrades to performance, data management, vector functionality, and much more.
Check out our blog:
opensearch.org/blog/unveili...
@linuxfoundation.org #search #observability #opensource #vectorDB
After 3 years of 2.x, it's time for the next leap, which brings major upgrades to performance, data management, vector functionality, and much more.
Check out our blog:
opensearch.org/blog/unveili...
@linuxfoundation.org #search #observability #opensource #vectorDB
Announcing OpenSearch 3.0
The OpenSearch Project's first major version since 2022 propels OpenSearch forward with significant advancements in performance, data management, vector database functionality, and much more.
opensearch.org
May 7, 2025 at 10:54 AM
📢 #OpenSearch 3.0 is out! 🍾 🥳
After 3 years of 2.x, it's time for the next leap, which brings major upgrades to performance, data management, vector functionality, and much more.
Check out our blog:
opensearch.org/blog/unveili...
@linuxfoundation.org #search #observability #opensource #vectorDB
After 3 years of 2.x, it's time for the next leap, which brings major upgrades to performance, data management, vector functionality, and much more.
Check out our blog:
opensearch.org/blog/unveili...
@linuxfoundation.org #search #observability #opensource #vectorDB
Want a custom GPT-4o or Claude AI app?
This Fiverr dev builds:
💬 Bots & tools using Langchain, Python, JS
📊 SaaS apps w/ Streamlit, VectorDB
🤖 GPT-4o, O1, Claude, Gemini supported
🔗 go.fiverr.com/visit/?bta=2...
#AIAppDev #LangchainBuilder #GPT4oApps #FiverrPro #LLMApps #ChainlitDev
This Fiverr dev builds:
💬 Bots & tools using Langchain, Python, JS
📊 SaaS apps w/ Streamlit, VectorDB
🤖 GPT-4o, O1, Claude, Gemini supported
🔗 go.fiverr.com/visit/?bta=2...
#AIAppDev #LangchainBuilder #GPT4oApps #FiverrPro #LLMApps #ChainlitDev
July 3, 2025 at 12:39 PM
Want a custom GPT-4o or Claude AI app?
This Fiverr dev builds:
💬 Bots & tools using Langchain, Python, JS
📊 SaaS apps w/ Streamlit, VectorDB
🤖 GPT-4o, O1, Claude, Gemini supported
🔗 go.fiverr.com/visit/?bta=2...
#AIAppDev #LangchainBuilder #GPT4oApps #FiverrPro #LLMApps #ChainlitDev
This Fiverr dev builds:
💬 Bots & tools using Langchain, Python, JS
📊 SaaS apps w/ Streamlit, VectorDB
🤖 GPT-4o, O1, Claude, Gemini supported
🔗 go.fiverr.com/visit/?bta=2...
#AIAppDev #LangchainBuilder #GPT4oApps #FiverrPro #LLMApps #ChainlitDev