Post by LlamaIndex

285,925 followers

šŸš€ The team at Google DeepMind just released Gemini Embedding 2, a frontier embeddings model with 3072 dimensions and state-of-the-art semantic quality. šŸ‘©ā€šŸ’» We built a demo showing how to integrate it across the LlamaIndex ecosystem, from LlamaParse to LlamaAgents: š—®š˜‚š—±š—¶š—¼-š—øš—Æ, a knowledge base for your audio notes. With audio-kb, you can: šŸ”¹ Upload an MP3 or record directly from your terminal šŸ”¹ LlamaParse extracts the transcript from the audio šŸ”¹ Gemini Embedding 2 generates embeddings šŸ”¹ Metadata + vectors are stored in SurrealDB and indexed with HNSW šŸ” Once ingested, you can search all your audio notes directly from the terminal. šŸŽ™ļø Perfect for turning voice memos, meetings, or lectures into a searchable knowledge base. šŸ“– Full blog: https://lnkd.in/e8hg-ivq šŸ’» GitHub: https://lnkd.in/eqhHZ9Pz ⚔ Try LlamaParse: cloud.llamaindex.ai/signup

Post content

Video Content