vector database

3 articles tagged with this topic

AI Uses a Database as Memory — Old Consistency Bugs Return Under AI Names

Stateless LLMs need external databases for memory. But semantic caching isn't simple — threshold jitter, write pollution, cross-user contamination ret

Aug 142 min read

LangChainOllama

Build a Local AI Knowledge Base: LangChain + Ollama Make PDF Q&A Simple

A hands-on guide using LangChain with Qwen2 and bge-m3 to build an offline RAG knowledge base that answers PDF questions on your own machine.

Aug 92 min read

Milvusvector database

Milvus 2.6 Completes the Storage-Compute Split — Vector Databases Get Serious About Engineering

Milvus 2.6 decouples compute from object storage, etcd, and message queues — a sign AI infra is maturing beyond Embedding model benchmarks.

Aug 82 min read