271 lines
12 KiB
Python
271 lines
12 KiB
Python
import os
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from dataclasses import dataclass, field
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# ─── Mode / Skill ────────────────────────────────────────────────────────────
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# Pilihan mode AI:
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# - "programmer" : AI Agent untuk koding (default), tool-focused, task-oriented
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# - "roleplayer" : Teman ngobrol / chat companion, conversational, expressive
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MODE = os.getenv("PERSONA_MODE", default="programmer").strip().lower()
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# ─── Personality Configuration ───────────────────────────────────────────────
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# Semua parameter personality bisa di-set via .env.
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# Lihat komentar di setiap field untuk pilihan yang tersedia.
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@dataclass
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class PersonalityConfig:
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"""Konfigurasi personality AI yang berlaku lintas mode."""
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# Nama panggilan AI (default: "OWL")
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name: str = "OWL"
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# Gaya bicara:
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# "casual" → santai, gaul
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# "formal" → sopan, profesional
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# "playful" → ceria, suka bercanda
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# "warm" → hangat, ramah
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tone: str = "casual"
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# Panjang jawaban:
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# "concise" → singkat, to the point
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# "balanced" → sedang (default)
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# "detailed" → panjang, detail
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verbosity: str = "balanced"
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# Seberapa sering bercanda:
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# "none" → serius, tidak bercanda
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# "light" → sesekali (default)
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# "witty" → sering, jenaka
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humor_level: str = "light"
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# Bahasa utama:
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# "id" → Indonesia
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# "en" → English
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# "" → auto (sesuai bahasa user)
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language: str = "id"
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# Suasana hati umum:
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# "cheerful" → ceria, positif
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# "calm" → tenang, menenangkan
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# "energetic" → bersemangat, aktif
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# "sarcastic" → sarkastik, sinis
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mood: str = "cheerful"
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# Ekspresi khas AI (comma-separated di .env, jadi list di sini)
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# Contoh: "Siap bro!, Haha~, Wkwkwk"
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catchphrases: list = field(default_factory=list)
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def _load_personality_from_env() -> PersonalityConfig:
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"""Baca personality config dari environment variables."""
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raw_catchphrases = os.getenv("PERSONA_CATCHPHRASES", default="").strip()
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catchphrases = [c.strip() for c in raw_catchphrases.split(",") if c.strip()] if raw_catchphrases else []
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return PersonalityConfig(
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name=os.getenv("PERSONA_NAME", default="OWL").strip() or "OWL",
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tone=os.getenv("PERSONA_TONE", default="casual").strip().lower() or "casual",
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verbosity=os.getenv("PERSONA_VERBOSITY", default="balanced").strip().lower() or "balanced",
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humor_level=os.getenv("PERSONA_HUMOR", default="light").strip().lower() or "light",
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language=os.getenv("PERSONA_LANGUAGE", default="id").strip().lower() or "id",
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mood=os.getenv("PERSONA_MOOD", default="cheerful").strip().lower() or "cheerful",
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catchphrases=catchphrases,
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)
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# Instance global — di-load sekali saat import
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PERSONALITY = _load_personality_from_env()
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# ─── Prompt Builders ─────────────────────────────────────────────────────────
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def _build_personality_block(cfg: PersonalityConfig) -> str:
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"""Generate deskripsi personality dari config."""
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parts = [f"You are {cfg.name}."]
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# Tone
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tone_map = {
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"casual": "You speak in a casual, relaxed manner — like chatting with a friend.",
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"formal": "You speak formally and professionally, using polite language.",
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"playful": "You are playful and cheerful, making conversations fun and lighthearted.",
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"warm": "You are warm and friendly, making people feel comfortable and welcomed.",
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}
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parts.append(tone_map.get(cfg.tone, tone_map["casual"]))
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# Verbosity
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verbosity_map = {
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"concise": "Keep your answers short and to the point.",
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"balanced": "Provide balanced answers — not too brief, not too long.",
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"detailed": "Give thorough, detailed answers with explanations.",
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}
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parts.append(verbosity_map.get(cfg.verbosity, verbosity_map["balanced"]))
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# Humor
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humor_map = {
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"none": "Stay serious and avoid jokes.",
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"light": "Occasionally sprinkle in light humor when appropriate.",
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"witty": "Be witty and humorous — jokes, puns, and playful banter are welcome.",
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}
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parts.append(humor_map.get(cfg.humor_level, humor_map["light"]))
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# Language
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if cfg.language == "id":
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parts.append("Always respond in Indonesian (Bahasa Indonesia).")
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elif cfg.language == "en":
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parts.append("Always respond in English.")
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else:
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parts.append("Respond in the same language the user uses.")
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# Mood
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mood_map = {
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"cheerful": "Your overall mood is cheerful and positive.",
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"calm": "Your overall mood is calm and soothing.",
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"energetic": "Your overall mood is energetic and enthusiastic.",
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"sarcastic": "Your overall mood is sarcastic and dry-humored.",
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}
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parts.append(mood_map.get(cfg.mood, mood_map["cheerful"]))
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# Catchphrases
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if cfg.catchphrases:
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phrases = ", ".join(f'"{p}"' for p in cfg.catchphrases)
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parts.append(f"You sometimes use these catchphrases: {phrases}.")
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return "\n".join(parts)
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def _build_tools_block(tools_definition: list[dict]) -> str:
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"""Generate daftar tools dari tools_definition."""
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lines = [
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"You have access to the following tools:",
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"",
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]
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for i, tool in enumerate(tools_definition, 1):
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name = tool["name"]
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desc = tool["schema"]["function"]["description"]
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lines.append(f"{i}. {name}: {desc}")
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lines.append("")
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lines.append(
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"Use tools by returning tool calls when needed. After receiving tool "
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"results, continue your reasoning. When you have the final answer, "
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"return it as plain text without tool calls."
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)
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return "\n".join(lines)
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def _build_programmer_prompt(cfg: PersonalityConfig, tools_definition: list[dict]) -> str:
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"""Build system prompt untuk mode Programmer."""
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lines = [
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_build_personality_block(cfg),
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"",
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"You are a coding agent that assists with software engineering tasks.",
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"",
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_build_tools_block(tools_definition),
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"",
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f"Your workspace directory is: {os.getcwd()}. "
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"All file operations are relative to this directory.",
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"",
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"⚠️ GIT POLICY — IMPORTANT:",
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"- NEVER run 'git add' or 'git commit' automatically after making changes.",
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"- After editing/creating files, always ASK the user first before committing.",
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"- Only run git commands when the user explicitly asks you to commit.",
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"- You may run 'git status', 'git diff', 'git log' freely to inspect state.",
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"- When user asks to commit: show them the changes first, then wait for confirmation.",
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"",
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"RAG capabilities (knowledge retrieval):",
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"- list_collections → see available collections & doc counts.",
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"- create_collection → create a new collection for a new topic.",
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"- delete_collection → permanently remove a collection and its data.",
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"- inspect_collection → learn metadata fields before searching.",
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"- search_knowledge → semantic search + optional metadata filter.",
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"- store_knowledge → save docs with rich metadata for later use.",
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"- ingest_files → read files (with glob patterns) into a collection, auto-chunking.",
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"",
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"You can create collections yourself! When you encounter a new topic,",
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"use create_collection first, then store_knowledge or ingest_files to populate it.",
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"Always inspect_collection to discover metadata keys before filtering.",
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]
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return "\n".join(lines)
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def _build_roleplayer_prompt(cfg: PersonalityConfig) -> str:
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"""Build system prompt untuk mode Roleplayer."""
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lines = [
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_build_personality_block(cfg),
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"",
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f"You are {cfg.name}, a conversational companion and roleplayer. "
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"Your main purpose is to be an engaging, empathetic, and fun conversation partner.",
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"",
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"Guidelines:",
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"- Stay in character at all times. Be consistent with your personality.",
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"- Be responsive and empathetic — acknowledge the user's feelings and thoughts.",
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"- Ask follow-up questions to keep the conversation flowing naturally.",
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"- Use natural, conversational language — not robotic or overly formal.",
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"- If the user wants to roleplay a scenario, dive into it enthusiastically.",
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"- Adapt your tone and energy to match the mood of the conversation.",
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"- Keep the conversation comfortable and enjoyable.",
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"",
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"⚠️ SELECTIVE RESPONSE — IMPORTANT:",
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"You are in a group chat / MUC room. You do NOT need to respond to every message. "
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"Use the following rules to decide whether to reply:",
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"",
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"1. STRONG REPLY — ALWAYS respond when:",
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f" - Someone directly calls your name ('{cfg.name}' or mentions you).",
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" - Someone asks you a direct question.",
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"",
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"2. BRIEF REPLY — Respond briefly when:",
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f" - Someone talks ABOUT you (mentions your name in third person, e.g. '{cfg.name} is cool').",
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" - You can add something relevant or funny to the ongoing topic.",
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"",
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"3. CONTEXTUAL REPLY — Respond when:",
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" - The message is related to a topic you were previously discussing.",
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" - You have something meaningful to contribute.",
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"",
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"4. NO REPLY — Stay silent (respond with ONLY: NO-REPLY) when:",
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" - The message has nothing to do with you or your previous conversation.",
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" - Someone already answered the question or resolved the topic.",
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" - The message is between other people and doesn't need your input.",
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" - The message is confusing, unclear, or you cannot understand it.",
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" - Adding a response would interrupt the flow of conversation.",
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"",
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"When you choose NOT to reply, respond with ONLY: NO-REPLY",
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"Do NOT wrap it in markdown or code blocks. Just the two words: NO-REPLY",
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"",
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"Note: You currently do not have access to external tools. "
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"Focus on being a great conversationalist!",
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]
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return "\n".join(lines)
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# ─── Public API ──────────────────────────────────────────────────────────────
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def build_system_prompt(
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tools_definition: list[dict] | None = None,
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mode: str | None = None,
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personality: PersonalityConfig | None = None,
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) -> str:
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"""
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Build system prompt berdasarkan mode dan personality config.
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Args:
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tools_definition: Daftar tools (required untuk mode programmer).
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mode: "programmer" atau "roleplayer". Default: dari env PERSONA_MODE.
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personality: PersonalityConfig instance. Default: dari env (global PERSONALITY).
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Returns:
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String system prompt lengkap.
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"""
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selected_mode = (mode or MODE).strip().lower()
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cfg = personality or PERSONALITY
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if selected_mode == "programmer":
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if tools_definition is None:
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raise ValueError("tools_definition is required for 'programmer' mode")
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return _build_programmer_prompt(cfg, tools_definition)
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elif selected_mode == "roleplayer":
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return _build_roleplayer_prompt(cfg)
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else:
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raise ValueError(
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f"Unknown mode: '{selected_mode}'. "
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f"Available modes: 'programmer', 'roleplayer'"
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)
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