#vector-databases tag

Commvault has a Ctrl+Z for rogue AI agents

Commvault's AI Protect monitors AI agents in cloud environments and can roll back actions to enhance AI resilience.

Vector Databases and Embeddings With ChromaDB - Real Python

Large language models can solve many problems but have limitations that can be addressed using vector databases like ChromaDB.

Python

fromPyImageSearch

2 months ago

TF-IDF vs. Embeddings: From Keywords to Semantic Search - PyImageSearch

Vector databases and embeddings enable semantic search and retrieval-augmented generation by mapping text meaning into geometric vectors for similarity-based retrieval.

Artificial intelligence

fromInfoWorld

3 months ago

Understanding AI-native cloud: from microservices to model-serving

Enterprises must adopt AI-native, design-first cloud architectures treating intelligence as a core utility to support high-throughput models, GPUs, vector data, and autonomous operations.

fromComputerWeekly.com

5 months ago

What are the storage requirements for AI training and inference? | Computer Weekly

Despite ongoing speculation around an investment bubble that may be set to burst, artificial intelligence (AI) technology is here to stay. And while an over-inflated market may exist at the level of the suppliers, AI is well-developed and has a firm foothold among organisations of all sizes. But AI workloads place specific demands on IT infrastructure and on storage in particular. Data volumes can start big and then balloon, in particular during training phases as data is vectorised and checkpoints are created.

Artificial intelligence

Tech industry

fromComputerWeekly.com

6 months ago

Forget training, find your killer apps during AI inference | Computer Weekly

Most organizations will not train AI models in-house; they will focus on production inference, fine-tuning, data curation using RAG, vector databases, prompts, and co-pilots.

Data science

fromInfoWorld

7 months ago

MongoDB adds vector search to self-managed editions to power generative AI apps

Specialty vector databases add user-friendly features while traditional providers add vector capabilities; companies prioritize flagship managed services and release vector search in public preview.

Artificial intelligence

fromTechCrunch

7 months ago

Edo Liberty explores the missing link in enterprise AI at Disrupt 2025 | TechCrunch

The next AI frontier prioritizes smarter search and retrieval-augmented generation, leveraging vector databases and high-performance infrastructure over bigger models.

#aws

fromInfoQ

8 months ago