A hybrid multi-agent Retrieval-Augmented Generation (RAG) system that routes queries across three specialised retrieval agents connected to three heterogeneous data stores — a vector database, a ...

Docker + Docker Compose (for Neo4j, Qdrant, Ollama) Python 3.11 or 3.12 — see the venv note below ~6 GB free disk for container images + at least one Ollama model ⚠️ Use Python 3.11 or 3.12. Some ...

In environments where M365 Copilot has been deployed company-wide, documents stored in SharePoint and Teams can already be searched and summarized by AI. The need to "feed internal knowledge to AI" ...

I want to use vector search without setting up an external server. There are surprisingly many requirements like that. When you don't want to bring in Docker at the PoC stage, want to embed search ...