𝐘𝐨𝐮𝐫 𝐯𝐞𝐜𝐭𝐨𝐫 𝐝𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐝𝐨𝐞𝐬𝐧’𝐭 𝐧𝐞𝐞𝐝 𝐊𝐚𝐟𝐤𝐚 𝐚𝐧𝐝 𝐏𝐮𝐥𝐬𝐚𝐫 𝐚𝐧𝐲𝐦𝐨𝐫𝐞, 𝐖𝐨𝐨𝐝𝐩𝐞𝐜𝐤𝐞𝐫 𝐢𝐬 𝐭𝐡𝐞 𝐟𝐮𝐭𝐮𝐫𝐞

Building RAG or agent apps? Waiting hours for data to be searchable isn’t an option. Earlier, we used Kafka/Pulsar for fast ingestion & search with Milvus. It worked, but developers hated the operational overhead. 🛠️ So we built Woodpecker in Milvus 2.6—a cloud-native, Kafka/Pulsar-free write-ahead logging service. Enjoy low-latency ingestion without the heavy stack! 🙌 ▼ ▽ LINKS & RESOURCES 🎥 Watch the full podcast on YouTube: https://youtu.be/DuJmBesIGMw 🎧 Listen on Spotify: https://open.spotify.com/show/1yVTFF4yCkmrKS12gbGkYS Image Embeddings for Enhanced Image Search: https://zilliz.com/learn/image-embeddings-for-enhanced-image-search AI Models: https://zilliz.com/ai-models ▼ ▽ JOIN THE COMMUNITY - MILVUS Discord channel Join this active community of Milvus users to get help, learn tips and tricks on how to use Milvus, or just get to be part of a vibrant community of smart developers! https://discord.com/invite/8uyFbECzPX ▶ CONNECT WITH US X: https://twitter.com/zilliz_universe LINKEDIN: https://www.linkedin.com/company/zilliz/ WEBSITE: https://zilliz.com/ PODCAST: https://creators.spotify.com/pod/show/chloe-williams8/episodes/Inside-the-AI-Agent-Revolution-e2ug0dh/a-abp1mtd