

SurrealDB
2.3K posts

@SurrealDB
The ultimate multi-model database 🌐 https://t.co/mlo6fmMAgm ⭐️ https://t.co/RRdQmJRZBj 🎥 https://t.co/hfk64V1z73 💬 https://t.co/4Fjjp2nXLe






















SurrealDB Cloud is now on the AWS Marketplace! Deploy our fully managed multi-model database service with consolidated billing, faster procurement, and production-ready from day one. If you build on AWS, adoption just got a lot easier. Learn more. 👉 sdb.li/40pl8EG @AWS_Partners


🚀 The team at @GoogleDeepMind just released Gemini Embedding 2, a frontier embeddings model with 3072 dimensions and state-of-the-art semantic quality. 👩💻 We built a demo showing how to integrate it across the LlamaIndex ecosystem, from LlamaParse to LlamaAgents: 𝗮𝘂𝗱𝗶𝗼-𝗸𝗯, a knowledge base for your audio notes. With audio-kb, you can: 🔹 Upload an MP3 or record directly from your terminal 🔹 LlamaParse extracts the transcript from the audio 🔹 Gemini Embedding 2 generates embeddings 🔹 Metadata + vectors are stored in @SurrealDB and indexed with HNSW 🔍 Once ingested, you can search all your audio notes directly from the terminal. 🎙️ Perfect for turning voice memos, meetings, or lectures into a searchable knowledge base. 📖 Full blog: llamaindex.ai/blog/build-a-s… 💻 GitHub: github.com/run-llama/audi… ⚡ Try LlamaParse: cloud.llamaindex.ai/signup

🚀 The team at @GoogleDeepMind just released Gemini Embedding 2, a frontier embeddings model with 3072 dimensions and state-of-the-art semantic quality. 👩💻 We built a demo showing how to integrate it across the LlamaIndex ecosystem, from LlamaParse to LlamaAgents: 𝗮𝘂𝗱𝗶𝗼-𝗸𝗯, a knowledge base for your audio notes. With audio-kb, you can: 🔹 Upload an MP3 or record directly from your terminal 🔹 LlamaParse extracts the transcript from the audio 🔹 Gemini Embedding 2 generates embeddings 🔹 Metadata + vectors are stored in @SurrealDB and indexed with HNSW 🔍 Once ingested, you can search all your audio notes directly from the terminal. 🎙️ Perfect for turning voice memos, meetings, or lectures into a searchable knowledge base. 📖 Full blog: llamaindex.ai/blog/build-a-s… 💻 GitHub: github.com/run-llama/audi… ⚡ Try LlamaParse: cloud.llamaindex.ai/signup
