Refactor/streamlit

[BehRoooz]

Summary

Refactors the ProSeqGO Streamlit UI into a scientist-facing predict-only interface and enriches prediction results with GO term names, OBO namespaces, and definitions — without changing embedding or GO prediction APIs.

Streamlit UX

• Removes ops/platform content (MLflow / Prometheus / Grafana links, workflow diagram) so users land directly on prediction.
• Updates product description copy for ProSeqGO.
• Keeps sequence and FASTA input modes with top_k control.

Gateway configuration (env-injected)

• Removes gateway URL, username, password, and TLS fields from the predict form.
• Loads gateway settings from service environment via load_gateway_config():
  • GATEWAY_BASE_URL
  • GATEWAY_USER
  • GATEWAY_USER_PASSWORD
  • optional GATEWAY_VERIFY_TLS
• Sets GATEWAY_VERIFY_TLS=false for streamlit-ui in Compose (internal http://nginx).

GO term enrichment

• Adds scripts/build_go_term_metadata.py to build a vocabulary lookup from:
  • outputs/label_matrix_top500/term_names.npy
  • go-basic.obo
• Commits services/streamlit-ui/metadata/go_term_metadata.csv (~500 rows).
• Adds services/streamlit-ui/go_metadata.py with cached CSV load + left-join helpers.
• Enriches UI tables with:
  • GO Term
  • GO Name
  • Namespace (OBO: biological_process, molecular_function, cellular_component)
  • Definition
  • Score
• Falls back gracefully to GO IDs only if metadata is missing/invalid.