Technical Concepts

Understand the technological pillars that underpin Vectora and how it solves the fragmented context problem.

What to Explore?

• Connected RAG - Why traditional search isn’t enough for code.
• Embeddings & Vector DBs - HNSW, Quantization, and Qdrant.
• Reranker - Refining precision with relevance filters.
• Sub-Agents vs MCP - Governance vs Simple Tools.