Engine Azure gpt-4o-mini ★ (~15-45s) Azure gpt-4o (best · ~60-180s) GPU (cuttlefish) (local · ~30-90s) 🇳🇴⚔️ DBN Legal Agent ★ (dbn-legal-agent-v3 fine-tune · ~20-60s)

Azure mini is the default and finishes fastest. Azure full is the most thorough. Norwegian specialist v3 is a Qwen2.5 fine-tune optimised for barnevernsloven, ECHR, and forvaltningsloven — best for cases involving § 4-25, Strand Lobben, or procedural challenges.

Corpus slices

Three core legal slices are on by default. Enable Hague Convention, Norwegian Courts, Bufdir guidance, or DBN Resources for more targeted research.

Advanced controls

Sub-questions 4 How many angles the agent expands the question into before retrieval.

Chunks / sub-Q 6 How many corpus chunks the hybrid retriever pulls per sub-question.

Similarity floor 0.30 Minimum cosine similarity for uploaded-doc chunks to count as a match.

Sources kept 12 Top sources kept after dedupe + rerank to feed synthesis.

Temperature 0.15 Synthesis creativity. Keep low for grounded legal briefs.

Drop up to 5 case files here, or browse

PDF, DOCX, TXT — chunked + embedded in memory only, never stored.

Branching from sub-question

Prior brief summary

Add your notes / context

Question or pasted text

Ready

Pick slices, drop a case file or paste a question, then run. The agent will expand the question, retrieve from the corpus + your upload, rerank, and synthesise a cited brief.