GitHub - chroma-core/context-1-data-gen Contribute to chroma-core/context-1-data-gen development by creating an account on GitHub.

#ChromaDB Context-1: Fast 20B model.
Small Specialized Language Model for fast #agentic search trained to retrieve supporting documents for complex, multi-hop queries. X10 faster than #LLM
#VectorDB #RAG #SLM #Agents
#OpenSource Apache 2.0 lic
github.com/chroma-core/...

OpenSearch Named a Leader in the GigaOm Radar™ for Vector Databases v3 Recognized for innovation in vector search, OpenSearch delivers flexible search capabilities, strong security, and high performance for enterprise-scale AI applications.

@opensearch.org was named a Leader and Fast Mover in the 2025 GigaOm Radar for Vector Databases 🏆

My #OpenSearch report highlights:
✅ Platform play
✅ Search variety
✅ Business criteria
✅ Security
And I'd add - it's OPEN SOURCE @linuxfoundation.org!!
opensearch.org/gigaom-radar...

#gigaom #vectorDB

ICYMI, #OpenSearch 3.5 is here! 🤩
I shared some of my personal highlights in this short clip.
Hope you enjoy the format 👍
#OpenSearchAmbassador @opensearch.org @linuxfoundation.org #observability #analytics #search #vectorDB #kubecon #kubeconEU #o11yDay

My talk from #NDCLondon is now available on YouTube! 🇬🇧
youtube.com/watch?v=N2kn4UybFBI&list=PLPFMHjhoDntsPHFHTN1d4H-U3G8zRlJ-p&index=1&t=9s

@ndcconferences.com @opensearch.org @linuxfoundation.org
#vectorDB #OpenSearch #opensource #search #GenAI #OpenSearchAmbassador

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

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-...

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

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

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...

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

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

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 :…

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 💬⤵️

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

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

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

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

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-...

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

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

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

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...

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

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

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

010_game_changer_unifying_vectors_and_features_graphs - AI Research Engineering

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

#LLM #vectorDB #opensource

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

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

⚡️ 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

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