refactor: replace sidebar LLM generate panel with inline field buttons
Removed the dropdown-based sidebar panel in favour of ✨ Generate buttons
placed directly below Career Summary, Voice & Personality, and each Mission
& Values row. Prompts now incorporate the live field value as a draft to
improve, plus resume experience bullets as context for Career Summary.
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1 changed files with 51 additions and 72 deletions
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@ -95,10 +95,9 @@ if _show_dev_tab:
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_all_tabs = st.tabs(_tab_names)
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tab_profile, tab_resume, tab_search, tab_system, tab_finetune, tab_license = _all_tabs[:6]
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# ── Sidebar LLM generate panel ────────────────────────────────────────────────
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# Paid-tier feature: generates content for any LLM-injectable profile field.
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# Writes directly into session state keyed to the target widget's `key=` param,
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# then reruns so the field picks up the new value automatically.
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# ── Inline LLM generate buttons ───────────────────────────────────────────────
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# Paid-tier feature: ✨ Generate buttons sit directly below each injectable field.
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# Writes into session state keyed to the widget's `key=` param, then reruns.
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from app.wizard.tiers import can_use as _cu
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_gen_panel_active = bool(_profile) and _cu(
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_profile.effective_tier if _profile else "free", "llm_career_summary"
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@ -113,73 +112,6 @@ for _fk, _fv in [
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if _fk not in st.session_state:
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st.session_state[_fk] = _fv
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if _gen_panel_active:
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@st.fragment
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def _generate_sidebar_panel():
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st.markdown("**✨ AI Generate**")
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st.caption("Select a field, add an optional hint, then click Generate. The result is injected directly into the field.")
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_GEN_FIELDS = {
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"Career Summary": "profile_career_summary",
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"Voice & Personality": "profile_candidate_voice",
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"Mission Note": "_mission_note_preview",
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}
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_tgt_label = st.selectbox(
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"Field", list(_GEN_FIELDS.keys()),
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key="gen_panel_target", label_visibility="collapsed",
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)
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_tgt_key = _GEN_FIELDS[_tgt_label]
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if _tgt_label == "Mission Note":
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_gen_domain = st.text_input("Domain", placeholder="e.g. animal welfare", key="gen_panel_domain")
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else:
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_gen_domain = None
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_gen_hint = st.text_input("Hint (optional)", placeholder="e.g. emphasise leadership", key="gen_panel_hint")
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if st.button("✨ Generate", type="primary", key="gen_panel_run", use_container_width=True):
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_p = _profile
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if _tgt_label == "Career Summary":
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_prompt = (
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f"Write a 3-4 sentence professional career summary for {_p.name} in first person, "
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f"suitable for use in cover letters and LLM prompts. "
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f"Current summary: {_p.career_summary}. "
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)
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elif _tgt_label == "Voice & Personality":
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_prompt = (
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f"Write a 2-4 sentence voice and personality descriptor for {_p.name} "
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f"to guide an LLM writing cover letters in their authentic style. "
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f"Describe personality traits, tone, and writing voice — not a bio. "
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f"Career context: {_p.career_summary}. "
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)
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else:
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_prompt = (
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f"Write a 2-3 sentence personal mission alignment note (first person, warm, authentic) "
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f"for {_p.name} in the '{_gen_domain or 'this'}' domain for use in cover letters. "
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f"Background: {_p.career_summary}. "
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f"Voice: {_p.candidate_voice}. "
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"Do not start with 'I'."
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)
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if _gen_hint:
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_prompt += f" Additional guidance: {_gen_hint}."
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with st.spinner("Generating…"):
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from scripts.llm_router import LLMRouter as _LR
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_result = _LR().complete(_prompt).strip()
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st.session_state[_tgt_key] = _result
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if _tgt_label != "Mission Note":
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st.rerun()
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if st.session_state.get("_mission_note_preview"):
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st.caption("Copy into a Mission & Values domain row:")
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st.text_area("", st.session_state["_mission_note_preview"],
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height=80, key="gen_mission_display")
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if st.button("✓ Clear", key="gen_mission_clear", use_container_width=True):
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del st.session_state["_mission_note_preview"]
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st.rerun()
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with st.sidebar:
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_generate_sidebar_panel()
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with tab_profile:
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from scripts.user_profile import UserProfile as _UP, _DEFAULTS as _UP_DEFAULTS
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import yaml as _yaml_up
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@ -197,12 +129,55 @@ with tab_profile:
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u_linkedin = c2.text_input("LinkedIn URL", _u.get("linkedin", ""))
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u_summary = st.text_area("Career Summary (used in LLM prompts)",
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key="profile_career_summary", height=100)
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if _gen_panel_active:
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if st.button("✨ Generate", key="gen_career_summary", help="Generate career summary with AI"):
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_cs_draft = st.session_state.get("profile_career_summary", "").strip()
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_cs_resume_ctx = ""
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if RESUME_PATH.exists():
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_rdata = load_yaml(RESUME_PATH)
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_exps = (_rdata.get("experience_details") or [])[:3]
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_exp_lines = []
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for _e in _exps:
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_t = _e.get("position", "")
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_c = _e.get("company", "")
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_b = "; ".join((_e.get("key_responsibilities") or [])[:2])
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_exp_lines.append(f"- {_t} at {_c}: {_b}")
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_cs_resume_ctx = "\n".join(_exp_lines)
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_cs_prompt = (
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f"Write a 3-4 sentence professional career summary for {_profile.name} in first person, "
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f"suitable for use in cover letters and LLM prompts. "
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f"Return only the summary, no preamble.\n"
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)
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if _cs_draft:
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_cs_prompt += f"\nExisting draft to improve or replace:\n{_cs_draft}\n"
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if _cs_resume_ctx:
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_cs_prompt += f"\nRecent experience for context:\n{_cs_resume_ctx}\n"
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with st.spinner("Generating…"):
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from scripts.llm_router import LLMRouter as _LLMRouter
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st.session_state["profile_career_summary"] = _LLMRouter().complete(_cs_prompt).strip()
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st.rerun()
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u_voice = st.text_area(
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"Voice & Personality (shapes cover letter tone)",
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key="profile_candidate_voice",
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height=80,
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help="Personality traits and writing voice that the LLM uses to write authentically in your style. Never disclosed in applications.",
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)
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if _gen_panel_active:
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if st.button("✨ Generate", key="gen_candidate_voice", help="Generate voice descriptor with AI"):
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_vc_draft = st.session_state.get("profile_candidate_voice", "").strip()
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_vc_prompt = (
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f"Write a 2-4 sentence voice and personality descriptor for {_profile.name} "
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f"to guide an LLM writing cover letters in their authentic style. "
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f"Describe personality traits, tone, and writing voice — not a bio. "
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f"Career context: {_profile.career_summary}. "
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f"Return only the descriptor, no preamble.\n"
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)
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if _vc_draft:
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_vc_prompt += f"\nExisting descriptor to improve:\n{_vc_draft}\n"
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with st.spinner("Generating…"):
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from scripts.llm_router import LLMRouter as _LLMRouter
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st.session_state["profile_candidate_voice"] = _LLMRouter().complete(_vc_prompt).strip()
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st.rerun()
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with st.expander("🎯 Mission & Values"):
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st.caption("Industry passions and causes you care about. Used to inject authentic Para 3 alignment when a company matches. Never disclosed in applications.")
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@ -242,6 +217,7 @@ with tab_profile:
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if _can_generate:
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if st.button("✨", key=f"mgen_{_idx}", help="Generate alignment note with AI"):
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_domain = _row["key"].replace("_", " ")
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_m_draft = st.session_state.get(f"mval_{_idx}", _row["value"]).strip()
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_gen_prompt = (
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f"Write a 2–3 sentence personal mission alignment note "
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f"(first person, warm, authentic) for {_profile.name if _profile else 'the candidate'} "
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@ -250,7 +226,10 @@ with tab_profile:
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f"Voice: {_profile.candidate_voice if _profile else ''}. "
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f"The note should explain their genuine personal connection and why they'd "
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f"be motivated working in this space. Do not start with 'I'. "
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f"Return only the note, no preamble.\n"
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)
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if _m_draft:
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_gen_prompt += f"\nExisting note to improve:\n{_m_draft}\n"
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with st.spinner(f"Generating note for {_domain}…"):
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from scripts.llm_router import LLMRouter as _LLMRouter
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_row["value"] = _LLMRouter().complete(_gen_prompt).strip()
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