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JP Hwang

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GenAI Beyond Prototyping: The Path to Production with AI-Native DatabasesBig Data & RPA Conference Europe 20242024-11-19
Demo shows an AI‑native database called W8 powering a Streamlit RAG prototype that runs on a local model or API and returns searches in ~300 ms and claims a…
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Tutorial: Build AI-Supercharged RAG Apps with a Vector DatabaseOpen Source Summit Europe 20242024-09-16
Hands-on build of a RAG app using an open source stack: a Weaviate vector database plus local Ollama for embeddings and a small Gemma LLM, ingesting 100,000…
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What's in a Vector Database?AI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Walks through building a usable vector database from an object store to indexes to sharding and replication, demonstrating that a working prototype is possible…
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Bring AI based Search to Your WebsiteDevReach 20232023-10-25
Builds a working React app that swaps keyword search for vector search using Weaviate and a few lines of code, ingesting about 10,000 Jeopardy items into a…
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