Issues

• Resolve or remove unused Data/cases.json and Data/legal_cases.json

  m5-hygiene
  AarDG10/LegalisAI-Test#20 · Filter by author AarDG10 opened on Aug 29, 2026

• Make backend URL configurable via env var in app.py

  bugm5-hygiene
  AarDG10/LegalisAI-Test#18 · Filter by author AarDG10 opened on Aug 29, 2026

• Fix blocking embed calls inside async FastAPI endpoints

  bugm5-hygiene
  AarDG10/LegalisAI-Test#17 · Filter by author AarDG10 opened on Aug 29, 2026

• Require explicit disclaimer acknowledgment before showing results

  m4-ux
  AarDG10/LegalisAI-Test#16 · Filter by author AarDG10 opened on Aug 29, 2026

• Add relevance feedback control ('was this helpful?') to the UI

  enhancementm4-ux
  AarDG10/LegalisAI-Test#15 · Filter by author AarDG10 opened on Aug 29, 2026

• Redesign output to lead with the plain-language takeaway

  enhancementm4-ux
  AarDG10/LegalisAI-Test#14 · Filter by author AarDG10 opened on Aug 29, 2026

• Explore fine-tuning the embedding model on domain data

  m3-retrievalquestion
  AarDG10/LegalisAI-Test#13 · Filter by author AarDG10 opened on Aug 29, 2026

• Add a cross-encoder reranker on top of e5 retrieval

  enhancementm3-retrieval
  AarDG10/LegalisAI-Test#12 · Filter by author AarDG10 opened on Aug 29, 2026

• Grow the retrieval eval set beyond 30 labeled queries

  m3-retrieval
  AarDG10/LegalisAI-Test#11 · Filter by author AarDG10 opened on Aug 29, 2026

• Surface outcome statistics in generated answers

  enhancementm2-outcomes
  AarDG10/LegalisAI-Test#10 · Filter by author AarDG10 opened on Aug 29, 2026

• Add structured 'outcome' field to case data

  enhancementm2-outcomes
  AarDG10/LegalisAI-Test#9 · Filter by author AarDG10 opened on Aug 29, 2026

• Add generation quality eval (citation grounding / hallucination check)

  enhancementm1-generation
  AarDG10/LegalisAI-Test#8 · Filter by author AarDG10 opened on Aug 29, 2026

• Update Streamlit UI to surface synthesized answer as primary output

  enhancementm1-generation
  AarDG10/LegalisAI-Test#7 · Filter by author AarDG10 opened on Aug 29, 2026

• Add generation step to backend (retrieve -> LLM synthesis)

  enhancementm1-generation
  AarDG10/LegalisAI-Test#6 · Filter by author AarDG10 opened on Aug 29, 2026

• Design generation prompt & response contract for synthesized answers

  enhancementm1-generation
  AarDG10/LegalisAI-Test#5 · Filter by author AarDG10 opened on Aug 29, 2026