Memories & RAG
AI that remembers what matters — RAG & persistent memory
Upload documents, connect knowledge bases, and let Synaplan find the right context for every answer. Your AI stops hallucinating — and starts knowing.
- Document Upload & Indexing
- Upload PDFs, Word files, HTML, or plain text. Synaplan chunks, embeds, and indexes them for semantic retrieval.
- Vector Search via Qdrant
- Powered by Qdrant — fast, open-source vector database. Finds relevant context even when keywords do not match.
- Cross-Session Memory
- Remember user preferences, past decisions, and key facts across conversations without manual summarisation.
- Per-Workspace Knowledge Bases
- Each workspace can have its own documents. Marketing uses brand guidelines; support uses product documentation.
- Reduces Hallucinations
- Grounding AI responses in your actual documents significantly reduces hallucinations and improves accuracy.
- Open Source & Self-Hosted
- Your documents never leave your server. Synaplan + Qdrant run entirely on your infrastructure via Docker Compose.