Qdrant
AI Data & RetrievalQdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.
Every tool in this category that has a published, evidence-checked JAVIS review.
Qdrant kept doing the boring thing well, and used the money it raised to expand where that engine can run.
Hugging Face spent a decade becoming the default home for open AI. Now it's about to become part of the world's most valuable chipmaker.
LlamaIndex didn't stay the librarian for your RAG stack. It became a document-parsing vendor with a free framework attached.
Weaviate kept its promise on the license. It quietly built the plumbing to change that later.
Pinecone spent 2025 answering "who's driving this thing," and 2026 answering "why does this still need to exist."
Chroma still wins the first hour. Whether it wins the first year depends on a question most people haven't asked yet: is it patched?