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Wayfinder Restart Notes (2026-02-15)

Completed

  • Updated all azure_config.json under C:\Temp to use the Azure AI Services endpoint and deployment:
    • endpoint: https://wayfinder-catagorizer.cognitiveservices.azure.com
    • deployment: text-embedding-3-small
    • api_version set if missing
  • Added Azure validation URL visibility so failures show the exact final validation URL:
    • Backend validate_azure_config now includes final_url in error + fallback cases.
    • Frontend shows final_url in the validation failure UI and the validation results drawer.
  • Implemented provider config to support free local embeddings by default:
    • Added EmbeddingProvider enum (local/azure) + ProviderConfig.
    • Added helpers: read_provider_config, write_provider_config, resolve_provider_config.
    • Added Tauri commands: load_provider_config, save_provider_config.
    • save_azure_config now also sets provider = azure.
    • generate_embeddings now branches:
      • Local: uses fastembed with model (default BAAI/bge-small-en-v1.5).
      • Azure: uses existing Azure flow.
  • UI changes for provider selection:
    • Provider dropdown: Local (default) vs Azure.
    • Local model field (suggested BAAI/bge-small-en-v1.5 or all-MiniLM-L6-v2).
    • Azure config form only shown when provider = Azure.
    • Save flow writes provider config for local; Azure save writes both.
    • Updated copy to reflect local or cloud options.
  • Added fastembed = "5.9.0" to src-tauri/Cargo.toml.

Modified Files

  • src-tauri/src/commands.rs
  • src-tauri/src/main.rs
  • src-tauri/Cargo.toml
  • src/App.tsx
  • src/services/tauri.ts
  • src/types.ts
  • .cargo/config.toml (temporarily set to MSVC 14.29)
  • run_tests.bat (temporarily set to MSVC 14.29)

Open Issues / Blockers

  • Windows build toolchain mismatch when linking fastembed/ort-sys:
    • MSVC 14.29 has immintrin.h but fails linking (LNK2001: __std_find_trivial_2, etc.).
    • MSVC 14.44/14.50 previously lacked immintrin.h on this machine.
    • Need a proper VS Build Tools 2022 install/repair so 14.44+ includes headers and new STL.

Next Steps (Recommended Order)

  1. Fix toolchain:
    • Install/repair VS Build Tools 2022 so 14.44+ is complete (includes immintrin.h).
    • Switch .cargo/config.toml and run_tests.bat back to 14.44+.
  2. Production build:
    • Run npm run tauri build.
    • Launch src-tauri\target\release\wayfinder-tauri.exe and verify GUI.
  3. Validate provider flows:
    • Local embeddings default: index + search works.
    • Azure provider: validation shows final_url and embeddings succeed.
  4. File watcher wiring (optional, requested):
    • Backend watcher exists (start_file_watcher, get_watcher_status, etc.).
    • UI currently only polls events; start/stop isn’t wired to app lifecycle.
    • Add toggle + auto-start when index is set.
  5. Clippy suggestions roadmap (optional):
    • Add cleanliness score + back-off tiers (SQLite already in project).
    • Heuristic naming first, then optional LLM providers (Ollama/Gemini/Groq/Mixedbread).

Notes

  • Azure deployment verified: text-embedding-3-small.
  • Current endpoint format is Cognitive Services style (not openai.azure.com).
  • Local embeddings download model on first use (requires internet).