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Posts tagged #VectorDB on Bluesky
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310% throughput increase and 300% latency reduction!
Great work by the AWS #opensearch engineers with bulk SIMD brings these performance gains in @opensearch.org 's vector search 👏
And it's all #opensource under @linuxfoundation.org 🤩
opensearch.org/blog/acceler...
#vectorDB #OpenSearchAmbassador

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Google just open‑sourced its Always On Memory Agent—think SQLite powering LLM retrieval instead of a heavy vector DB. Curious how this lean stack changes AI memory? Dive in! #AlwaysOnMemoryAgent #SQLite #VectorDB

🔗 aidailypost.com/news/google-...

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Rust-powered vector database that handles billions of embeddings with millisecond search times - the

Rust-powered vector database that handles billions of embeddings with millisecond search times - the

Rust-powered vector database that handles billions of embeddings with millisecond search times - the infrastructure backbone for modern AI applications that actually need to scale

https://github.com/qdrant/qdrant

#VectorDB #Rust #AIInfrastructure

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How to create a local RAG-enabled LLM server that provides safe access to your documents This tutorial explains how to set up a headless RAG-enabled large language model (LLM) on an Ubuntu server. By the end, you will be able to…

🚀 Build a RAG server with ollama, Open WebUI and Chroma DB!

Learn to create a headless LLM server that handles document ingestion, vector storage, and intelligent retrieval.

medium.com/@chribonn/ho...

#RAG #ollama #AI #MachineLearning #Python #LLM #VectorDB #DeveloperTools #TTMO

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Can't wait to to have a great ride at #JavaLand! 🇩🇪
#OpenSearch sucht nicht mehr nach Wörtern, sondern nach Bedeutungen. 🔍
Join me to learn about #vectorDB search and about the @opensearch.org #opensource Project

See you 11 March @javaland.bsky.social 🎡
👉 meine.doag.org/events/javal...

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IBM Docling: turn complex docs into structured data for #RAG & #AI pipelines. Keep tables, lists & layout intact. Feed #LangChain & #LangGraph easily. ⚡📝
#AI #DocumentUnderstanding #OpenSource #VectorDB

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Lightning-fast search engine in Rust that makes Elasticsearch look bloated - typo tolerance, AI-powe

Lightning-fast search engine in Rust that makes Elasticsearch look bloated - typo tolerance, AI-powe

Lightning-fast search engine in Rust that makes Elasticsearch look bloated - typo tolerance, AI-powered hybrid search, and vector similarity out of the box with zero configuration.

https://github.com/meilisearch/meilisearch

#Rust #SearchEngine #VectorDB

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Pinecone Serverless : L’infrastructure RAG par défaut en 2026 Pinecone Serverless s'impose en 2026 comme la base vectorielle standard. Fini la gestion de Pods, place au RAG managé facturé à l'usage. Analyse et pricing.

🌲 Pinecone Serverless réinvente la mémoire IA.

Votre infrastructure vectorielle est-elle prête à passer à l'échelle sans vous ruiner ?

#KingLand #IA #Pinecone #Serverless #RAG #TechTrends #Cloud #Data #VectorDB #Innovation

✨ Fiche Impact :…

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MemMachine: long-term #Memory for #AI #Agents 🧠💾
#Graph + vector search → durable context across runs
🧩 Sessions 🗂️ History 👤 Profiles 🔌 APIs
📜 Apache 2.0 lic #OpenSource

#LLM #RAG #GraphRAG #VectorDB Repost 🔁
🔗 Link in first 💬⤵️

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I joined InstaBlinks podcast to talk about vector search, difference from lexical search, and how the #OpenSearch Project facilitates both in a hybrid model.
Thanks NetApp Instacluster for having me!
www.youtube.com/watch?v=buKX...

@opensearch.org #vectorSearch #vectorDB #opensource #search

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Getting ready to take the stage at @ndcconferences.com London. See you at room 6!
#NDCLondon #VectorDB #VectorSearch #OpenSearch #AI @opensearch.org #OpenSearchAmbassador

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2/8 🔍 Vector Databases Evolving: Scalability skyrockets, multimodal support added. Pinecone & Weaviate powering smarter AI apps like search & recs. The AI infra game-changer. #VectorDB

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See you in a few days at NDC Conferences London! 🇬🇧
I'll give a talk about Vector Search Made Simple and how the #OpenSearch Project can help you, a-la #OpenSource!

See you 30 January @ndcconferences.com 💂
ndclondon.com/agenda/vecto...

#NDClondon #vectorDB @opensearch.org #opensearchambassador

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Imagine NFL‑level AI and Olympic‑scale analytics running on rock‑solid data, not just slick prompts. The secret? A data‑quality creed. Dive into why vector DBs, streaming architecture, and defensive engineering matter. #DataQuality #VectorDB #SportsAnalytics

🔗 aidailypost.com/news/ai-nfl-...

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FlashLabs Releases Chroma 1.0: Open-Source Voice AI That Responds in 135ms Chroma 1.0 by FlashLabs delivers real-time voice AI in 135ms with voice cloning capabilities. Fully open-source alternative to OpenAI's Realtime API.

If you’re building AI apps and still sleeping on Chroma 1.0, you’re missing out on an open source vector DB that makes retrieval and semantic search feel effortless.
Learn concepts, use cases, and why devs love it on techglimmer.
🔗 techglimmer.io/what-is-chro...
#Chroma #VectorDB #AI #RAG #trychroma

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Not all vector databases are created equal.

With OpenSearch, you get:
🤝 Open source flexibility
⚡ Memory-efficient ANN search at scale
📈 Built-in scalability for real-world workloads

Search smarter with a platform designed for developers.
👉 opensearch.org/platform/vec...

#OpenSearch #VectorDB

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NDC London is taking place in 2 weeks! 🇬🇧

I'll give a talk about Vector Search Made Simple and how the #OpenSearch Project can help you, a-la open source!

See you end of January in London 💂

ndclondon.com/agenda/vecto...

#NDClondon #vectorDB @opensearch.org #opensource

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GitHub - YASSERRMD/nafs-4: Production neuromorphic AI with 4 cognitive systems (System1-Instinct→System2-LLM→System3-MetaCog→System4-Evolution). Production neuromorphic AI with 4 cognitive systems (System1-Instinct→System2-LLM→System3-MetaCog→System4-Evolution). - GitHub - YASSERRMD/nafs-4: Production neuromorphic AI with 4 cognitive syste...

NAGS-4: #GrapRAG with #KnowledgeGraph framework with build-in #VectorDB & #GraphDB implemented in Rust.
MIT lic
#OpenSource #RAG #AI #LLM

github.com/YASSERRMD/na...

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GitHub - orchata-ai/orchata-nextjs-starter: A boilerplate NextJS chabot built on the Vercel AI chatbot template with Orchata knowledge tools integrated A boilerplate NextJS chabot built on the Vercel AI chatbot template with Orchata knowledge tools integrated - orchata-ai/orchata-nextjs-starter

just pushed a new @nextjs.org starter that builds on the Vercel AI chatbot template with Orchata already integrated. If you're building on RAG, give it a whirl and lemme know what you think 🥛

github.com/orchata-ai/orchata-nextjs-starter

#ai #rag #vectordb #startup #nextjs #vercel #devtools

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One month to NDC London! 🇬🇧
I'll give a talk about Vector Search Made Simple and how the #OpenSearch Project can help you, a-la open source!
See you last week of January in London 💂‍♂️
ndclondon.com/agenda/vecto...

#ndclondon @opensearch.org #opensource #london #vectorDB #search #searchEngine

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How Different Databases Store and Retrieve Data A Simple Guide to Database Storage & Retrieval

How Different Databases Store and Retrieve Data
open.substack.com/pub/engineer...

#vectordb #dataengineering #databases

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010_game_changer_unifying_vectors_and_features_graphs - AI Research Engineering

www.tuned.org.uk/posts/010_ga...

#LLM #vectorDB #opensource

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Scaling Vector Search on GPUs with LightningAI KV Storage | Pliops LightningAI Learn about the data storage industry. Read more: Scaling Vector Search on GPUs with LightningAI KV Storage

Generating some serious signal at #SC25! Building Huge, Affordable Vector Databases -- pliops.com/achieving-hu...

#AI #LightningAI #VectorSearch #LLMinference #VectorDB #AIInfrastructure #Pliops

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Wondering how it performs in real-world scenarios? Explore how OpenSearch vector search efficiently handles large-scale queries with impressive speed and accuracy.

See it in action.
👉 opensearch.org/platform/vec...

#OpenSearch #VectorDB #Search

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⚡️ Power smarter search with OpenSearch Vector Engine, an open-source vector database for real-time apps.

From semantic search to predictive analytics, it delivers speed and scale.

👉 Use cases: opensearch.org/platform/vec...

🔧 Get started: docs.opensearch.org/latest/vecto...

#OpenSearch #VectorDB

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Search is moving towards semantic understanding.

With vector technology, OpenSearch is laying the foundation for AI-driven applications that truly ‘get’ user intent.

🚀 Be part of this journey: opensearch.org/platform/vec...

#OpenSearch #VectorDB #Search

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Snowflake just dropped an AI that goes beyond RAG—think instant querying & aggregation across thousands of docs, turning unstructured data into instant insights. Data warehouses meet vector DB power. Curious? Dive in. #SnowflakeAI #VectorDB #RAG

🔗 aidailypost.com/news/snowfla...

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GitHub - HelixDB/helix-db: HelixDB is an open-source graph-vector database built from scratch in Rust. HelixDB is an open-source graph-vector database built from scratch in Rust. - HelixDB/helix-db

HelixDB: Relational, #VectorDB + #GraphDB
Written in Rust for Ultra low latency
Build-in #MCP Server
AGPL 3.0 lic
github.com/HelixDB/heli...

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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)

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

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LLM Embeddings Explained Like I’m 5 - Cloudthrill Curious what LLM embeddings really are and how they power tools like RAG? This guide breaks it down simply - from text-to-vector magic to fast retrieval. Bonus: explore how KV cache speeds up inference in vLLM.

✍🏻#NewBlog 𝗟𝗟𝗠 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀 𝗘𝘅𝗽𝗹𝗮𝗶𝗻𝗲𝗱 (Like I’m 5)
You’ve heard of RAG, vector DBs, and embeddings... 🤔
But what are 𝐞𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 really, and why do they matter?
learn all about it and how it works in this 5 minute post
👇🏼 cloudthrill.ca/llm_embeddin...

#LLM #Embeddingmodels #AI #RAG #VectorDB

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