Vector search

OpenAI API

AI models and APIs for text generation, embeddings, and assistants.

Qdrant

Open-source vector database for semantic search and retrieval.

Pinecone

Managed vector database for semantic search and AI retrieval.

Open-source customer support workflow

Combine an open-source inbox, AI generation, vector search, and automation.

Strong fit: Covers the core capabilities for this workflow.

1. Collect the input
2. Process and route
3. Measure and improve

AI research assistant stack

Store sources, retrieve relevant context, and generate grounded research briefs.

Strong fit: Covers the core capabilities for this workflow.

1. Collect the input
2. Process and route
3. Measure and improve