Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Engineering
Introducing DeepSearcher: A Local Open Source Deep Research
In contrast to OpenAI’s Deep Research, this example ran locally, using only open-source models and tools like Milvus and LangChain.
Product
Proactive Observability for Vector Database: Zilliz Cloud Integrates with Datadog
we're excited to announce Zilliz Cloud's integration with Datadog, enabling comprehensive monitoring and observability for your vector database deployments with your favorite monitoring tool.
Case Study
AI Integration in Video Surveillance Tools: Transforming the Industry with Vector Databases
Discover how AI and vector databases are revolutionizing video surveillance with real-time analysis, faster threat detection, and intelligent search capabilities for enhanced security.
Product
Zilliz Cloud BYOC Upgrades: Bring Enterprise-Grade Security, Networking Isolation, and More
Discover how Zilliz Cloud BYOC brings enterprise-grade security, networking isolation, and infrastructure automation to vector database deployments in AWS
Community
Unlocking Pre-trained Models: A Developer’s Guide to Audio AI Tasks
Learn how to implement pre-trained models for audio AI applications. Explore speech recognition, audio classification, and TTS with practical code examples.
Community
Top 10 Most Used Embedding Models for Audio Data
Explore the 10 most popular audio embedding models including Wav2Vec 2.0, VGGish, and OpenL3. Learn how they transform sound into vectors for AI applications
Community
Building RAG with Dify and Milvus
Learn how to build Retrieval Augmented Generation (RAG) applications using Dify for orchestration and Milvus for vector storage in this step-by-step guide.
Community
Knowledge Injection in LLMs: Fine-Tuning and RAG
Explore knowledge injection techniques like fine-tuning and RAG. Compare their effectiveness in improving accuracy, knowledge retention, and task performance.
Community
Why DeepSeek V3 is Taking the AI World by Storm: A Developer’s Perspective
Explore how DeepSeek V3 achieves GPT-4 level performance at fraction of the cost. Learn about MLA, MoE, and MTP innovations driving this open-source breakthrough.