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2 commits

Author SHA1 Message Date
Bossiara13
8d3da4ea06 feat: LLM hot-swap voice command + Ollama backend (148 → 151 commands)
Closes the last functional parity gap with rust. Python now has voice-driven
Ollama↔Groq switching, persistent across restarts.

llm_backend.py (new, ~130 lines)
  Singleton module:
    current_client()     → active OpenAI client (or None)
    current_backend()    → 'groq' | 'ollama' | 'none'
    current_model()      → active model name
    swap_to(name)        → hot-swap + persist to <here>/llm_backend.txt
    parse_backend(name)  → ru/en alias normaliser ('облако'→groq, 'локальный'→ollama)

  Backends:
    - Groq:   config.GROQ_TOKEN + GROQ_BASE_URL + GROQ_MODEL (defaults)
    - Ollama: OLLAMA_BASE_URL (default http://localhost:11434/v1) +
              OLLAMA_MODEL (default qwen2.5:3b). api_key='ollama' (placeholder,
              openai lib insists on a non-empty string; Ollama ignores it).

  Init precedence (idempotent _ensure_init):
    1. Persisted choice from llm_backend.txt
    2. JARVIS_LLM env var
    3. Auto-detect: Groq if token present, else Ollama

Voice commands (commands.yaml, +3 entries → 151)
  llm_switch_local  → ollama
  llm_switch_cloud  → groq
  llm_status        → speaks current backend

extensions.py
  + do_llm_switch / do_llm_status handlers
  + llm_backend import
  do_interesting_fact migrated off direct OpenAI(...) to use llm_backend.current_*

dev_handlers.py
  + llm_backend import
  do_codebase_ask + do_github_summarize_pr migrated to llm_backend.current_*

vision_handler.py
  Vision call documented as Groq-specific (Ollama doesn't expose vision via
  OpenAI-compat in our stack), kept direct config.GROQ_TOKEN reading.

Tests: ast.parse passes for all 5 modules. yaml.safe_load = 151 entries.

PYTHON PARITY VS RUST IS NOW FUNCTIONALLY COMPLETE.
Only remaining rust-only feature: the Tauri GUI (python is console-only).
2026-05-16 00:44:42 +03:00
Bossiara13
31ff997782 feat: codebase_qa + github_pr in Python (142 → 148 commands)
Closes the Python parity gap with rust. All major imba features now mirrored
EXCEPT live LLM hot-swap (python LLM backend is still env-driven, not voice-
switchable like rust).

dev_handlers.py (new, ~250 lines)
  Codebase Q&A:
    do_codebase_set        "укажи проект C:\path" → memory_store.remember("codebase.root", ...)
    do_codebase_where      "какой проект сейчас"
    do_codebase_ask        "что делает функция X" / "найди в коде Y"
                           Walks the root with same caps as rust:
                             depth=3, files=30, file_bytes=4096, total=50000
                           Filters by extension (rs/py/ts/lua/go/...).
                           Skips .git/target/node_modules/__pycache__/.venv etc.
                           Feeds digest to Groq LLM with "senior reviewer" prompt.

  GitHub PR review (requires `gh` CLI authenticated):
    do_github_set_repo     "текущий репо owner/repo" → memory_store
    do_github_list_prs     "какие пиары" → `gh pr list --json number,title,author`,
                           speaks count + first 3 titles
    do_github_summarize_pr "разбери последний пиар" → gh pr view of latest open
                           PR, feeds title+body+diff stat to LLM, speaks 3-5
                           sentence review.

extensions.py — 6 new proxy handlers + import dev_handlers + set_speak wires it.

main.py — 6 new action_type dispatches in run_action.

commands.yaml (+6 entries, 142 → 148):
  codebase_set, codebase_where, codebase_ask,
  github_set_repo, github_list_prs, github_summarize_pr.

Tests: ast.parse passes for all .py files. yaml.safe_load = 148 entries.

PYTHON PARITY VS RUST IS NOW COMPLETE except:
  ✗ LLM hot-swap voice command (rust calls llm::swap_to + persists DB;
    python config.GROQ_TOKEN is read once at startup)
  ✗ GUI pages (rust has Tauri+Svelte, python is console-only)

Everything else has full parity: memory / profiles / vision / macros /
scheduler / codebase Q&A / GitHub PR review / 14 utility packs.
2026-05-16 00:40:08 +03:00