Legal Tools

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7-step reasoning panel showing query expansion, retrieval, and synthesis completing in sequence

Sub-question research trail showing retrieved ECHR cases and uploaded document sources

220K+passages indexed
8corpus slices
1,731tribunal decisions
23+ECHR judgments vs Norway
nomic-embedembedding model
HybridBM25 + vector search
family_core child_welfare echr hague_convention norwegian_courts bufdir_guidance broader_legal dbn_resources
Party role Recommended slices
Biological parentsfamily_core · child_welfare · echr · norwegian_courts
Foster carer / adoptive parentchild_welfare · echr · bufdir_guidance
Child (via representative)family_core · child_welfare · echr · dbn_resources
Extended familyfamily_core · echr · norwegian_courts
Barnevernetchild_welfare · bufdir_guidance · broader_legal
Cross-border / internationalhague_convention · echr · family_core

Fine-tuned model

dbn-legal-agent

QLoRA barnevernsloven barneloven ECHR Art. 8 child-welfare corpus gpt-4o co-pipeline
Query interpretationClassifies case type, identifies applicable statute sets
Query expansionGenerates adversarial sub-questions framed for the selected party
Slice resolutionMaps case facts to relevant corpus slices
Synthesis — argument structureShapes YOUR STRONGEST ARGUMENTS using child-welfare procedural vocabulary
Synthesis — brief textDrafts partisan advocate brief in grounded legal register
Synthesis — gaps + uncertaintiesIdentifies weaknesses in opposing position from same retrieval pass
Citation confidenceVerifies each § number against source passage; flags low-confidence citations