PASAR API
Open-source vector database with REST + gRPC APIs for high-dimensional embedding search and RAG pipelines. Free starter cluster in cloud. Self-hostable under Apache 2.0.
View docs ↗ More Backend & devtools APIs# Qdrant Vector Database needs an API key. # No single public base URL ~ start from the docs: # https://qdrant.tech/documentation/cloud/
I'm integrating a Malaysia API into my app. API: Qdrant Vector Database Provider: Qdrant Auth: requires an API key (sign up: https://qdrant.tech/documentation/cloud/) Pricing: freemium Important note: Open-source vector database with REST + gRPC APIs for high-dimensional embedding search and RAG pipelines. Free starter cluster in cloud. Self-hostable under Apache 2.0. Source: Qdrant (https://qdrant.tech/documentation/cloud/) Source type: Curated source Endpoint type: Docs-first integration Integration difficulty: Needs API key Last checked: 2026-06-15 Production caveat: Keep credentials server-side and confirm current limits, pricing, and webhook/error behaviour in the provider docs. Help me set up the correct onboarding/authentication path and make the first valid request ~ explain exactly where credentials go and what must happen before production.