Engineering AI | RAG systems and AI agents

RAG systems and AI agents

Retrieval pipelines and agents you can trust with corporate documents.

  • Indexing and hybrid search (BM25 + vectors), reranking, retrieval completeness evaluation;
  • Protection against prompt injection in documents and agent tool calls;
  • Answer traceability and reproducibility (citations, retrieval tracing);
  • Stack: Qdrant/Weaviate, vLLM, custom orchestrator or LangGraph.