Post by LlamaIndex
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š The team at Google DeepMind just released Gemini Embedding 2, a frontier embeddings model with 3072 dimensions and state-of-the-art semantic quality. š©āš» We built a demo showing how to integrate it across the LlamaIndex ecosystem, from LlamaParse to LlamaAgents: š®šš±š¶š¼-šøšÆ, a knowledge base for your audio notes. With audio-kb, you can: š¹ Upload an MP3 or record directly from your terminal š¹ LlamaParse extracts the transcript from the audio š¹ Gemini Embedding 2 generates embeddings š¹ Metadata + vectors are stored in SurrealDB and indexed with HNSW š Once ingested, you can search all your audio notes directly from the terminal. šļø Perfect for turning voice memos, meetings, or lectures into a searchable knowledge base. š Full blog: https://lnkd.in/e8hg-ivq š» GitHub: https://lnkd.in/eqhHZ9Pz ā” Try LlamaParse: cloud.llamaindex.ai/signup
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