diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/.env.example b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/.env.example new file mode 100644 index 00000000..369607b1 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/.env.example @@ -0,0 +1,5 @@ +# Backend (Python) +GOOGLE_API_KEY="your_google_api_key_here" + +# Frontend (Next.js) - optional, defaults to localhost:8000 +AGENT_URL=http://localhost:8000/ diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/README.md b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/README.md new file mode 100644 index 00000000..e48b5e4c --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/README.md @@ -0,0 +1,216 @@ +# ๐ŸŽฎ AI Negotiation Battle Simulator + +### A Real-Time Agent vs Agent Showdown with AG-UI! + +Watch two AI agents battle it out in an epic used car negotiation! Built with **Google ADK** for the backend agents and **AG-UI + CopilotKit** for a jaw-dropping reactive frontend. + +## โœจ Features + +- **๐Ÿค– Dual AI Agents**: Buyer vs Seller with distinct personalities and negotiation strategies +- **๐Ÿ”„ AG-UI Protocol**: Real-time streaming of agent actions, tool calls, and state changes +- **๐Ÿ’… Jaw-Dropping UI**: Animated battle arena with live negotiation timeline +- **๐ŸŽญ 8 Unique Personalities**: 4 buyers + 4 sellers with different negotiation styles +- **๐Ÿ“Š Generative UI**: Custom React components render tool calls in real-time +- **๐Ÿ”— Shared State**: Agent state syncs bidirectionally with the frontend + +## ๐Ÿ—๏ธ Architecture + +``` +โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +โ”‚ Next.js + CopilotKit Frontend โ”‚ +โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ +โ”‚ โ”‚ Battle Arenaโ”‚ โ”‚ VS Display โ”‚ โ”‚Chat Sidebar โ”‚ โ”‚ +โ”‚ โ”‚ Timeline โ”‚ โ”‚ Buyer/Seller โ”‚ โ”‚ (AG-UI) โ”‚ โ”‚ +โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ +โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + โ”‚ AG-UI Events โ”‚ + โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + โ”‚ + โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” + โ”‚ CopilotKit Runtime โ”‚ + โ”‚ (/api/copilotkit) โ”‚ + โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + โ”‚ HTTP/SSE + โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” + โ”‚ FastAPI + AG-UI โ”‚ + โ”‚ ADK Middleware โ”‚ + โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + โ”‚ + โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ–ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” + โ”‚ ADK Negotiation Agent โ”‚ + โ”‚ (Battle Master) โ”‚ + โ”‚ โ”‚ + โ”‚ Tools: โ”‚ + โ”‚ โ€ข configure_negotiationโ”‚ + โ”‚ โ€ข start_negotiation โ”‚ + โ”‚ โ€ข buyer_make_offer โ”‚ + โ”‚ โ€ข seller_respond โ”‚ + โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ +``` + +## ๐Ÿš€ Quick Start + +### Prerequisites + +- Python 3.11+ +- Node.js 18+ +- Google AI API Key ([Get one here](https://aistudio.google.com/)) + +### 1. Clone and Navigate + +```bash +git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git +cd advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator +``` + +### 2. Set Up Backend + +```bash +cd backend +pip install -r requirements.txt + +# Create .env file +echo "GOOGLE_API_KEY=your_api_key_here" > .env + +# Start the backend +python agent.py +``` + +The backend will start on `http://localhost:8000` + +### 3. Set Up Frontend + +```bash +cd frontend +npm install + +# Start the frontend +npm run dev +``` + +The frontend will start on `http://localhost:3000` + +### 4. Start Negotiating! ๐ŸŽฎ + +Open `http://localhost:3000` and tell the Battle Master: +- "Start a negotiation for a used car" +- "Show me available scenarios" +- "Use Desperate Dan as buyer and Shark Steve as seller" + +## ๐ŸŽญ Personalities + +### Buyers +| Personality | Emoji | Style | +|-------------|-------|-------| +| Desperate Dan | ๐Ÿ˜ฐ | Needs car TODAY, weak poker face | +| Analytical Alex | ๐Ÿงฎ | Cites every data point, very logical | +| Cool-Hand Casey | ๐Ÿ˜Ž | Master of the walkaway bluff | +| Fair-Deal Fran | ๐Ÿค | Just wants a win-win | + +### Sellers +| Personality | Emoji | Style | +|-------------|-------|-------| +| Shark Steve | ๐Ÿฆˆ | Never drops more than 5% | +| By-The-Book Beth | ๐Ÿ“Š | Goes strictly by KBB | +| Motivated Mike | ๐Ÿ˜… | Really needs to sell | +| Drama Queen Diana | ๐ŸŽญ | Everything is "final offer" | + +## ๐Ÿ“ Project Structure + +``` +ai_negotiation_battle_simulator/ +โ”œโ”€โ”€ README.md +โ”œโ”€โ”€ .env.example +โ”‚ +โ”œโ”€โ”€ backend/ # Python ADK + AG-UI +โ”‚ โ”œโ”€โ”€ agent.py # Main agent with tools +โ”‚ โ”œโ”€โ”€ requirements.txt +โ”‚ โ”œโ”€โ”€ config/ +โ”‚ โ”‚ โ”œโ”€โ”€ personalities.py # 8 unique personalities +โ”‚ โ”‚ โ””โ”€โ”€ scenarios.py # 3 negotiation scenarios +โ”‚ โ””โ”€โ”€ agents/ +โ”‚ โ”œโ”€โ”€ buyer_agent.py +โ”‚ โ”œโ”€โ”€ seller_agent.py +โ”‚ โ””โ”€โ”€ orchestrator.py +โ”‚ +โ””โ”€โ”€ frontend/ # Next.js + CopilotKit + โ”œโ”€โ”€ package.json + โ”œโ”€โ”€ src/ + โ”‚ โ””โ”€โ”€ app/ + โ”‚ โ”œโ”€โ”€ layout.tsx # CopilotKit provider + โ”‚ โ”œโ”€โ”€ page.tsx # Battle Arena UI + โ”‚ โ”œโ”€โ”€ globals.css # Battle animations + โ”‚ โ””โ”€โ”€ api/ + โ”‚ โ””โ”€โ”€ copilotkit/ + โ”‚ โ””โ”€โ”€ route.ts # CopilotKit runtime + โ””โ”€โ”€ tailwind.config.js +``` + +## ๐ŸŽฌ Sample Battle + +``` +๐Ÿ”” NEGOTIATION BEGINS: 2019 Honda Civic EX + +๐Ÿ“‹ ASKING PRICE: $15,500 + +โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” + +๐Ÿ˜Ž COOL-HAND CASEY (Round 1): +"I've seen similar Civics go for less. $11,500 seems fair +given the market. Cash in hand today." + +๐Ÿฆˆ SHARK STEVE (Round 1): +"$15,000. This car is pristine. I've got two other +interested buyers coming this weekend." + +๐Ÿ˜Ž COOL-HAND CASEY (Round 2): +"$12,500 is my limit. Take it or I walk." + +๐Ÿฆˆ SHARK STEVE (Round 2): +*considers* "$14,000. Final offer." + +๐Ÿ˜Ž COOL-HAND CASEY (Round 3): +"$13,000. Meet me in the middle." + +๐Ÿฆˆ SHARK STEVE (Round 3): +"...$13,500 and you've got a deal." + +๐Ÿ˜Ž COOL-HAND CASEY (Round 4): +"$13,250. Final answer." + +๐Ÿฆˆ SHARK STEVE (Round 4): +"Deal. ๐Ÿค" + +โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” + +โœ… DEAL CLOSED AT $13,250 ๐ŸŽ‰ + Buyer saved: $2,250 (14.5% off asking) +``` + +## ๐Ÿง  How It Works + +1. **User Request**: You tell the Battle Master what kind of negotiation to run +2. **Configuration**: The agent sets up the scenario and personalities +3. **Tool Calls**: The agent alternates between `buyer_make_offer` and `seller_respond` tools +4. **AG-UI Streaming**: Each tool call streams to the frontend via AG-UI protocol +5. **Generative UI**: Custom React components render each offer/response beautifully +6. **Shared State**: The negotiation timeline updates in real-time +7. **Outcome**: Deal or no-deal is celebrated with animations! + +## ๐Ÿ“š Learn More + +- [Google ADK Documentation](https://google.github.io/adk-docs/) +- [AG-UI Protocol Docs](https://docs.ag-ui.com/) +- [CopilotKit Documentation](https://docs.copilotkit.ai/) + +## ๐Ÿค Contributing + +Feel free to add: +- New negotiation scenarios (salary, apartment, contracts) +- Additional personality types +- More dramatic UI effects +- Cross-framework agents (LangChain, CrewAI via A2A) + +--- + +*May the best negotiator win!* ๐Ÿ† diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agent.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agent.py new file mode 100644 index 00000000..a0774534 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agent.py @@ -0,0 +1,443 @@ +""" +AI Negotiation Battle Simulator - Backend Agent + +This module creates an ADK agent wrapped with AG-UI middleware for +real-time negotiation between AI buyer and seller agents. +""" + +import os +from typing import Optional +from dotenv import load_dotenv + +from google.adk.agents import LlmAgent +from google.adk.tools import FunctionTool, ToolContext +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware +from ag_ui_adk import ADKAgent, add_adk_fastapi_endpoint + +from config.scenarios import SCENARIOS, get_scenario +from config.personalities import ( + BUYER_PERSONALITIES, + SELLER_PERSONALITIES, + get_personality_prompt +) + +# Load environment variables +load_dotenv() + + +# ============================================================================ +# NEGOTIATION STATE (shared between tools) +# ============================================================================ + +class NegotiationState: + """Tracks the state of the negotiation.""" + def __init__(self): + self.reset() + + def reset(self): + self.scenario_id = "craigslist_civic" + self.buyer_personality = "cool_hand_casey" + self.seller_personality = "by_the_book_beth" + self.rounds = [] + self.current_round = 0 + self.status = "setup" # setup, negotiating, deal, no_deal + self.final_price = None + self.buyer_budget = 13000 + self.seller_minimum = 12500 + self.asking_price = 15500 + +# Global state +negotiation_state = NegotiationState() + + +# ============================================================================ +# NEGOTIATION TOOLS +# ============================================================================ + +def configure_negotiation( + scenario_id: str = "craigslist_civic", + buyer_personality: str = "cool_hand_casey", + seller_personality: str = "by_the_book_beth", + tool_context: Optional[ToolContext] = None +) -> dict: + """ + Configure the negotiation scenario and personalities. + + Args: + scenario_id: The scenario to use (craigslist_civic, vintage_guitar, apartment_sublet) + buyer_personality: Buyer's personality (desperate_dan, analytical_alex, cool_hand_casey, fair_deal_fran) + seller_personality: Seller's personality (shark_steve, by_the_book_beth, motivated_mike, drama_queen_diana) + + Returns: + Configuration summary + """ + scenario = get_scenario(scenario_id) + + negotiation_state.reset() + negotiation_state.scenario_id = scenario_id + negotiation_state.buyer_personality = buyer_personality + negotiation_state.seller_personality = seller_personality + negotiation_state.asking_price = scenario["asking_price"] + negotiation_state.buyer_budget = scenario["buyer_budget"] + negotiation_state.seller_minimum = scenario["seller_minimum"] + negotiation_state.status = "ready" + + buyer_p = BUYER_PERSONALITIES[buyer_personality] + seller_p = SELLER_PERSONALITIES[seller_personality] + + return { + "status": "configured", + "scenario": { + "title": scenario["title"], + "item": scenario["item"]["name"], + "asking_price": scenario["asking_price"], + "fair_market_value": scenario["fair_market_value"] + }, + "buyer": { + "name": buyer_p["name"], + "emoji": buyer_p["emoji"], + "budget": scenario["buyer_budget"] + }, + "seller": { + "name": seller_p["name"], + "emoji": seller_p["emoji"], + "minimum": scenario["seller_minimum"] + } + } + + +def start_negotiation(tool_context: Optional[ToolContext] = None) -> dict: + """ + Start the negotiation battle! + + Returns: + Initial negotiation state and instructions + """ + if negotiation_state.status != "ready": + return {"error": "Please configure the negotiation first using configure_negotiation"} + + scenario = get_scenario(negotiation_state.scenario_id) + negotiation_state.status = "negotiating" + negotiation_state.current_round = 1 + + return { + "status": "started", + "round": 1, + "scenario": scenario["title"], + "item": scenario["item"]["name"], + "asking_price": scenario["asking_price"], + "message": f"๐Ÿ”” NEGOTIATION BEGINS! The battle for the {scenario['item']['name']} is ON!" + } + + +def buyer_make_offer( + offer_amount: int, + message: str, + reasoning: str = "", + tool_context: Optional[ToolContext] = None +) -> dict: + """ + Buyer makes an offer to the seller. + + Args: + offer_amount: The dollar amount being offered + message: What the buyer says to the seller + reasoning: Internal reasoning for this offer + + Returns: + Offer details and status + """ + if negotiation_state.status != "negotiating": + return {"error": "Negotiation not in progress"} + + scenario = get_scenario(negotiation_state.scenario_id) + buyer_p = BUYER_PERSONALITIES[negotiation_state.buyer_personality] + + round_data = { + "round": negotiation_state.current_round, + "type": "buyer_offer", + "offer_amount": offer_amount, + "message": message, + "reasoning": reasoning, + "buyer_name": buyer_p["name"], + "buyer_emoji": buyer_p["emoji"] + } + + negotiation_state.rounds.append(round_data) + + return { + "status": "offer_made", + "round": negotiation_state.current_round, + "offer": offer_amount, + "message": message, + "buyer": f"{buyer_p['emoji']} {buyer_p['name']}", + "percent_of_asking": round(offer_amount / scenario["asking_price"] * 100, 1) + } + + +def seller_respond( + action: str, + counter_amount: Optional[int] = None, + message: str = "", + reasoning: str = "", + tool_context: Optional[ToolContext] = None +) -> dict: + """ + Seller responds to the buyer's offer. + + Args: + action: One of 'accept', 'counter', 'reject', 'walk' + counter_amount: If countering, the counter offer amount + message: What the seller says to the buyer + reasoning: Internal reasoning for this decision + + Returns: + Response details and updated negotiation status + """ + if negotiation_state.status != "negotiating": + return {"error": "Negotiation not in progress"} + + scenario = get_scenario(negotiation_state.scenario_id) + seller_p = SELLER_PERSONALITIES[negotiation_state.seller_personality] + + round_data = { + "round": negotiation_state.current_round, + "type": "seller_response", + "action": action, + "counter_amount": counter_amount, + "message": message, + "reasoning": reasoning, + "seller_name": seller_p["name"], + "seller_emoji": seller_p["emoji"] + } + + negotiation_state.rounds.append(round_data) + + result = { + "status": "response_given", + "round": negotiation_state.current_round, + "action": action, + "message": message, + "seller": f"{seller_p['emoji']} {seller_p['name']}" + } + + if action == "accept": + # Get the last buyer offer + last_offer = None + for r in reversed(negotiation_state.rounds): + if r["type"] == "buyer_offer": + last_offer = r["offer_amount"] + break + + negotiation_state.status = "deal" + negotiation_state.final_price = last_offer + + result["outcome"] = "DEAL" + result["final_price"] = last_offer + result["savings"] = scenario["asking_price"] - last_offer + result["percent_off"] = round((scenario["asking_price"] - last_offer) / scenario["asking_price"] * 100, 1) + + elif action == "walk": + negotiation_state.status = "no_deal" + result["outcome"] = "SELLER_WALKED" + + elif action == "counter": + result["counter_amount"] = counter_amount + negotiation_state.current_round += 1 + + else: # reject + negotiation_state.current_round += 1 + + return result + + +def get_negotiation_state(tool_context: Optional[ToolContext] = None) -> dict: + """ + Get the current state of the negotiation. + + Returns: + Full negotiation state including history + """ + scenario = get_scenario(negotiation_state.scenario_id) + buyer_p = BUYER_PERSONALITIES[negotiation_state.buyer_personality] + seller_p = SELLER_PERSONALITIES[negotiation_state.seller_personality] + + return { + "status": negotiation_state.status, + "scenario": scenario["title"], + "item": scenario["item"]["name"], + "asking_price": scenario["asking_price"], + "current_round": negotiation_state.current_round, + "buyer": { + "name": buyer_p["name"], + "emoji": buyer_p["emoji"], + "budget": negotiation_state.buyer_budget + }, + "seller": { + "name": seller_p["name"], + "emoji": seller_p["emoji"], + "minimum": negotiation_state.seller_minimum + }, + "rounds": negotiation_state.rounds, + "final_price": negotiation_state.final_price + } + + +def get_available_scenarios(tool_context: Optional[ToolContext] = None) -> dict: + """ + Get all available negotiation scenarios. + + Returns: + List of available scenarios with details + """ + scenarios = [] + for key, s in SCENARIOS.items(): + scenarios.append({ + "id": key, + "title": s["title"], + "emoji": s["emoji"], + "description": s["description"], + "item": s["item"]["name"], + "asking_price": s["asking_price"] + }) + return {"scenarios": scenarios} + + +def get_available_personalities(tool_context: Optional[ToolContext] = None) -> dict: + """ + Get all available buyer and seller personalities. + + Returns: + Available personalities for both buyer and seller + """ + buyers = [] + for key, p in BUYER_PERSONALITIES.items(): + buyers.append({ + "id": key, + "name": p["name"], + "emoji": p["emoji"], + "description": p["description"] + }) + + sellers = [] + for key, p in SELLER_PERSONALITIES.items(): + sellers.append({ + "id": key, + "name": p["name"], + "emoji": p["emoji"], + "description": p["description"] + }) + + return {"buyers": buyers, "sellers": sellers} + + +# ============================================================================ +# ADK AGENT DEFINITION +# ============================================================================ + +negotiation_agent = LlmAgent( + name="NegotiationBattleAgent", + model="gemini-3-flash-preview", + description="AI Negotiation Battle Simulator - orchestrates dramatic negotiations between buyer and seller agents", + instruction=""" +You are the NEGOTIATION BATTLE MASTER! ๐ŸŽฎ You orchestrate epic negotiations between AI buyer and seller agents. + +YOUR ROLE: +You manage a negotiation battle where a Buyer agent and a Seller agent negotiate over an item. +You play BOTH roles, switching between them to create a dramatic back-and-forth negotiation. + +AVAILABLE TOOLS: +- get_available_scenarios: See what scenarios are available +- get_available_personalities: See buyer/seller personality options +- configure_negotiation: Set up the scenario and personalities +- start_negotiation: Begin the battle! +- buyer_make_offer: Make an offer as the buyer +- seller_respond: Respond as the seller (accept/counter/reject/walk) +- get_negotiation_state: Check current negotiation status + +HOW TO RUN A NEGOTIATION: +1. First, use configure_negotiation to set up the scenario and personalities +2. Use start_negotiation to begin +3. Alternate between buyer_make_offer and seller_respond +4. Play each role authentically based on their personality! +5. Continue until a deal is reached or someone walks away + +PERSONALITY GUIDELINES: +- Each personality has distinct traits - embody them fully! +- Buyers have budgets they shouldn't exceed +- Sellers have minimums they won't go below +- Create DRAMA and tension in the negotiation +- Make the dialogue feel real and entertaining + +IMPORTANT: +- When the user asks to start a negotiation, first show them the options +- Let them pick scenario and personalities, or use defaults +- Once configured, run the full negotiation automatically +- Provide colorful commentary between rounds +- Celebrate deals and mourn walkways dramatically! + +Be entertaining, dramatic, and make this feel like a real negotiation showdown! ๐ŸŽญ +""", + tools=[ + FunctionTool(get_available_scenarios), + FunctionTool(get_available_personalities), + FunctionTool(configure_negotiation), + FunctionTool(start_negotiation), + FunctionTool(buyer_make_offer), + FunctionTool(seller_respond), + FunctionTool(get_negotiation_state), + ] +) + + +# ============================================================================ +# AG-UI + FASTAPI SETUP +# ============================================================================ + +# Create ADK middleware agent +adk_negotiation_agent = ADKAgent( + adk_agent=negotiation_agent, + app_name="negotiation_battle", + user_id="battle_user", + session_timeout_seconds=3600, + use_in_memory_services=True +) + +# Create FastAPI app +app = FastAPI( + title="AI Negotiation Battle Simulator", + description="Watch AI agents battle it out in epic negotiations!", + version="1.0.0" +) + +# Add CORS middleware for frontend +app.add_middleware( + CORSMiddleware, + allow_origins=["http://localhost:3000", "http://127.0.0.1:3000"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +# Add AG-UI endpoint +add_adk_fastapi_endpoint(app, adk_negotiation_agent, path="/") + + +# ============================================================================ +# MAIN +# ============================================================================ + +if __name__ == "__main__": + import uvicorn + + if not os.getenv("GOOGLE_API_KEY"): + print("โš ๏ธ Warning: GOOGLE_API_KEY not set!") + print(" Get your key from: https://aistudio.google.com/") + print() + + port = int(os.getenv("PORT", 8000)) + print(f"๐ŸŽฎ AI Negotiation Battle Simulator starting on port {port}") + print(f" AG-UI endpoint: http://localhost:{port}/") + + uvicorn.run(app, host="0.0.0.0", port=port) diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/__init__.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/__init__.py new file mode 100644 index 00000000..3c3b237c --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/__init__.py @@ -0,0 +1,11 @@ +"""Negotiation agents module.""" + +from .buyer_agent import create_buyer_agent +from .seller_agent import create_seller_agent +from .orchestrator import NegotiationOrchestrator + +__all__ = [ + "create_buyer_agent", + "create_seller_agent", + "NegotiationOrchestrator", +] diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/buyer_agent.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/buyer_agent.py new file mode 100644 index 00000000..c1db0969 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/buyer_agent.py @@ -0,0 +1,79 @@ +"""Buyer agent for the negotiation battle simulator.""" + +from google.adk.agents import LlmAgent + + +def create_buyer_agent( + scenario: dict, + personality_prompt: str = "", + model: str = "gemini-3-flash-preview" +) -> LlmAgent: + """Create a buyer agent configured for a specific negotiation scenario. + + Args: + scenario: The negotiation scenario configuration + personality_prompt: Optional personality traits to inject + model: The LLM model to use + + Returns: + Configured LlmAgent for the buyer role + """ + + item = scenario["item"] + + base_instruction = f"""You are a BUYER in a negotiation for a {item['name']}. + +=== THE SITUATION === +{scenario['buyer_context']} + +=== WHAT YOU'RE BUYING === +Item: {item['name']} +Asking Price: ${scenario['asking_price']:,} +Your Budget: ${scenario['buyer_budget']:,} +Fair Market Value: ~${scenario['fair_market_value']:,} + +Positive aspects: +{chr(10).join(f' + {p}' for p in item.get('positives', []))} + +Issues you can leverage: +{chr(10).join(f' - {i}' for i in item.get('issues', []))} + +=== YOUR STAKES === +{scenario['buyer_stakes']} + +=== YOUR SECRET (influences your behavior, but never state directly) === +{scenario['buyer_secret']} + +=== NEGOTIATION RULES === +1. NEVER exceed your budget of ${scenario['buyer_budget']:,} unless absolutely necessary +2. Start lower than you're willing to pay - leave room to negotiate +3. Use the item's issues to justify lower offers +4. Stay in character throughout +5. React authentically to the seller's counteroffers +6. Know when to walk away (you have other options) + +=== YOUR GOAL === +Get the {item['name']} for the best possible price, ideally under ${scenario['fair_market_value']:,}. +But you really want this item, so find the balance between value and closing the deal. + +{personality_prompt} + +=== RESPONSE FORMAT === +When making an offer, respond with a JSON object like this: +{{ + "offer_amount": 12000, + "message": "What you say to the seller - be in character, conversational!", + "reasoning": "Brief internal reasoning for this offer", + "confidence": 7, + "willing_to_walk": false +}} + +Always respond with valid JSON. Make your message sound natural and in-character! +""" + + return LlmAgent( + name="buyer_agent", + model=model, + description=f"Buyer negotiating for {item['name']}", + instruction=base_instruction, + ) diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/orchestrator.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/orchestrator.py new file mode 100644 index 00000000..c8c3a60e --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/orchestrator.py @@ -0,0 +1,425 @@ +"""Orchestrator for managing negotiation flow between buyer and seller agents.""" + +import asyncio +import json +from dataclasses import dataclass, field +from typing import Optional, Literal, Generator +from datetime import datetime + +from google.adk.agents import LlmAgent +from google.adk.runners import InMemoryRunner +from google.genai import types + +from .buyer_agent import create_buyer_agent +from .seller_agent import create_seller_agent + + +# ============================================================================ +# NEGOTIATION STATE +# ============================================================================ + +@dataclass +class NegotiationRound: + """A single round of negotiation.""" + round_number: int + buyer_offer: Optional[int] = None + buyer_message: str = "" + buyer_reasoning: str = "" + seller_action: Optional[str] = None # "counter", "accept", "reject", "walk" + seller_counter: Optional[int] = None + seller_message: str = "" + seller_reasoning: str = "" + timestamp: datetime = field(default_factory=datetime.now) + + +@dataclass +class NegotiationState: + """Full state of the negotiation.""" + scenario_id: str + status: Literal["ongoing", "deal", "buyer_walked", "seller_walked", "no_deal"] = "ongoing" + asking_price: int = 0 + current_offer: int = 0 + rounds: list[NegotiationRound] = field(default_factory=list) + final_price: Optional[int] = None + max_rounds: int = 10 + + @property + def round_count(self) -> int: + return len(self.rounds) + + @property + def is_complete(self) -> bool: + return self.status != "ongoing" + + def get_negotiation_history(self) -> str: + """Format the negotiation history for agent context.""" + if not self.rounds: + return "No offers yet. This is the opening round." + + lines = [] + for r in self.rounds: + lines.append(f"Round {r.round_number}:") + if r.buyer_offer: + lines.append(f" Buyer offered: ${r.buyer_offer:,}") + lines.append(f" Buyer said: \"{r.buyer_message}\"") + if r.seller_action: + if r.seller_action == "accept": + lines.append(f" Seller ACCEPTED!") + elif r.seller_action == "counter" and r.seller_counter: + lines.append(f" Seller countered: ${r.seller_counter:,}") + elif r.seller_action == "reject": + lines.append(f" Seller rejected the offer") + elif r.seller_action == "walk": + lines.append(f" Seller walked away!") + if r.seller_message: + lines.append(f" Seller said: \"{r.seller_message}\"") + lines.append("") + + return "\n".join(lines) + + +# ============================================================================ +# RESPONSE PARSERS +# ============================================================================ + +def parse_buyer_response(response_text: str) -> dict: + """Parse buyer agent response into structured data.""" + # Try to extract JSON from the response + try: + # Look for JSON in the response + if "{" in response_text and "}" in response_text: + start = response_text.find("{") + end = response_text.rfind("}") + 1 + json_str = response_text[start:end] + data = json.loads(json_str) + return { + "offer_amount": data.get("offer_amount", 0), + "message": data.get("message", ""), + "reasoning": data.get("reasoning", ""), + "confidence": data.get("confidence", 5), + "willing_to_walk": data.get("willing_to_walk", False) + } + except (json.JSONDecodeError, ValueError): + pass + + # Fallback: extract offer from text + import re + amount_match = re.search(r'\$?([\d,]+)', response_text) + offer = int(amount_match.group(1).replace(",", "")) if amount_match else 0 + + return { + "offer_amount": offer, + "message": response_text[:500], + "reasoning": "Extracted from response", + "confidence": 5, + "willing_to_walk": False + } + + +def parse_seller_response(response_text: str) -> dict: + """Parse seller agent response into structured data.""" + try: + if "{" in response_text and "}" in response_text: + start = response_text.find("{") + end = response_text.rfind("}") + 1 + json_str = response_text[start:end] + data = json.loads(json_str) + return { + "action": data.get("action", "counter").lower(), + "counter_amount": data.get("counter_amount"), + "message": data.get("message", ""), + "reasoning": data.get("reasoning", ""), + "firmness": data.get("firmness", 5) + } + except (json.JSONDecodeError, ValueError): + pass + + # Fallback parsing + response_lower = response_text.lower() + action = "counter" + if "accept" in response_lower or "deal" in response_lower: + action = "accept" + elif "walk" in response_lower or "goodbye" in response_lower: + action = "walk" + elif "reject" in response_lower: + action = "reject" + + import re + amount_match = re.search(r'\$?([\d,]+)', response_text) + counter = int(amount_match.group(1).replace(",", "")) if amount_match else None + + return { + "action": action, + "counter_amount": counter, + "message": response_text[:500], + "reasoning": "Extracted from response", + "firmness": 5 + } + + +# ============================================================================ +# NEGOTIATION ORCHESTRATOR +# ============================================================================ + +class NegotiationOrchestrator: + """Manages the negotiation between buyer and seller agents.""" + + def __init__( + self, + scenario: dict, + buyer_personality: str = "", + seller_personality: str = "", + max_rounds: int = 10, + model: str = "gemini-3-flash-preview" + ): + self.scenario = scenario + self.model = model + self.max_rounds = max_rounds + + # Create agents + self.buyer_agent = create_buyer_agent(scenario, buyer_personality, model) + self.seller_agent = create_seller_agent(scenario, seller_personality, model) + + # Create runners + self.buyer_runner = InMemoryRunner( + agent=self.buyer_agent, + app_name="negotiation_buyer" + ) + self.seller_runner = InMemoryRunner( + agent=self.seller_agent, + app_name="negotiation_seller" + ) + + # Session IDs + self.buyer_session_id = "buyer_session" + self.seller_session_id = "seller_session" + + # Initialize state + self.state = NegotiationState( + scenario_id=scenario["id"], + asking_price=scenario["asking_price"], + max_rounds=max_rounds + ) + + async def _run_agent(self, runner: InMemoryRunner, session_id: str, prompt: str) -> str: + """Run an agent and return its response.""" + user_content = types.Content( + role='user', + parts=[types.Part(text=prompt)] + ) + + response_text = "" + async for event in runner.run_async( + user_id="negotiation", + session_id=session_id, + new_message=user_content + ): + if event.is_final_response() and event.content: + response_text = event.content.parts[0].text.strip() + + return response_text + + async def _get_buyer_offer(self, context: str) -> dict: + """Get an offer from the buyer agent.""" + prompt = f""" +=== CURRENT NEGOTIATION STATUS === +Asking Price: ${self.state.asking_price:,} +Rounds so far: {self.state.round_count} +Max rounds before walkaway: {self.max_rounds} + +=== HISTORY === +{self.state.get_negotiation_history()} + +=== YOUR TURN === +{context} + +Respond with a JSON object containing: +- "offer_amount": your offer in dollars (integer) +- "message": what you say to the seller (be in character!) +- "reasoning": brief explanation of your strategy +- "confidence": how confident you are 1-10 +- "willing_to_walk": true/false if you'd walk away if rejected +""" + + response = await self._run_agent(self.buyer_runner, self.buyer_session_id, prompt) + return parse_buyer_response(response) + + async def _get_seller_response(self, offer: int, buyer_message: str) -> dict: + """Get a response from the seller agent.""" + prompt = f""" +=== CURRENT NEGOTIATION STATUS === +Your Asking Price: ${self.state.asking_price:,} +Rounds so far: {self.state.round_count} +Max rounds: {self.max_rounds} + +=== HISTORY === +{self.state.get_negotiation_history()} + +=== BUYER'S CURRENT OFFER === +Amount: ${offer:,} +What they said: "{buyer_message}" + +=== YOUR TURN === +Decide how to respond. You can ACCEPT, COUNTER, REJECT, or WALK. + +Respond with a JSON object containing: +- "action": one of "accept", "counter", "reject", "walk" +- "counter_amount": if countering, your counter price (integer) +- "message": what you say to the buyer (be in character!) +- "reasoning": brief explanation of your decision +- "firmness": how firm you are on this position 1-10 +""" + + response = await self._run_agent(self.seller_runner, self.seller_session_id, prompt) + return parse_seller_response(response) + + def run_negotiation_sync(self) -> Generator[dict, None, None]: + """Run the full negotiation synchronously, yielding events. + + Yields dicts with: + - type: "start", "buyer_offer", "seller_response", "deal", "no_deal", "walk" + - data: relevant data for the event + """ + + async def _run(): + events = [] + + events.append({ + "type": "start", + "data": { + "scenario": self.scenario["title"], + "item": self.scenario["item"]["name"], + "asking_price": self.state.asking_price, + "max_rounds": self.max_rounds + } + }) + + # Initial context for buyer + buyer_context = "Make your opening offer for this item. Start strong but leave room to negotiate." + + while not self.state.is_complete and self.state.round_count < self.max_rounds: + round_num = self.state.round_count + 1 + current_round = NegotiationRound(round_number=round_num) + + # Get buyer's offer + try: + buyer_data = await self._get_buyer_offer(buyer_context) + current_round.buyer_offer = buyer_data["offer_amount"] + current_round.buyer_message = buyer_data["message"] + current_round.buyer_reasoning = buyer_data["reasoning"] + self.state.current_offer = buyer_data["offer_amount"] + + events.append({ + "type": "buyer_offer", + "data": { + "round": round_num, + "offer": buyer_data["offer_amount"], + "message": buyer_data["message"], + "reasoning": buyer_data["reasoning"], + "confidence": buyer_data["confidence"], + "willing_to_walk": buyer_data["willing_to_walk"] + } + }) + + except Exception as e: + events.append({"type": "error", "data": {"agent": "buyer", "error": str(e)}}) + break + + # Get seller's response + try: + seller_data = await self._get_seller_response( + buyer_data["offer_amount"], + buyer_data["message"] + ) + + current_round.seller_action = seller_data["action"] + current_round.seller_message = seller_data["message"] + current_round.seller_reasoning = seller_data["reasoning"] + if seller_data["counter_amount"]: + current_round.seller_counter = seller_data["counter_amount"] + + events.append({ + "type": "seller_response", + "data": { + "round": round_num, + "action": seller_data["action"], + "counter": seller_data["counter_amount"], + "message": seller_data["message"], + "reasoning": seller_data["reasoning"], + "firmness": seller_data["firmness"] + } + }) + + # Handle seller's decision + if seller_data["action"] == "accept": + self.state.status = "deal" + self.state.final_price = buyer_data["offer_amount"] + self.state.rounds.append(current_round) + + events.append({ + "type": "deal", + "data": { + "final_price": buyer_data["offer_amount"], + "rounds": round_num, + "savings": self.state.asking_price - buyer_data["offer_amount"], + "percent_off": round((self.state.asking_price - buyer_data["offer_amount"]) / self.state.asking_price * 100, 1) + } + }) + break + + elif seller_data["action"] == "walk": + self.state.status = "seller_walked" + self.state.rounds.append(current_round) + + events.append({ + "type": "walk", + "data": { + "who": "seller", + "round": round_num, + "last_offer": buyer_data["offer_amount"] + } + }) + break + + elif seller_data["action"] == "reject": + buyer_context = f"Your offer of ${buyer_data['offer_amount']:,} was rejected. The seller said: \"{seller_data['message']}\". Make a new offer or walk away." + + else: # counter + buyer_context = f"The seller countered with ${seller_data['counter_amount']:,}. They said: \"{seller_data['message']}\". Make your next move." + + except Exception as e: + events.append({"type": "error", "data": {"agent": "seller", "error": str(e)}}) + break + + self.state.rounds.append(current_round) + + # Max rounds reached + if self.state.status == "ongoing": + self.state.status = "no_deal" + events.append({ + "type": "no_deal", + "data": { + "reason": "max_rounds", + "rounds": self.state.round_count, + "last_offer": self.state.current_offer + } + }) + + return events + + # Run the async function and yield events + events = asyncio.run(_run()) + for event in events: + yield event + + def get_summary(self) -> dict: + """Get a summary of the negotiation.""" + return { + "scenario": self.scenario["title"], + "item": self.scenario["item"]["name"], + "status": self.state.status, + "asking_price": self.state.asking_price, + "final_price": self.state.final_price, + "rounds": self.state.round_count, + "savings": (self.state.asking_price - self.state.final_price) if self.state.final_price else None + } diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/seller_agent.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/seller_agent.py new file mode 100644 index 00000000..3c884bf4 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/agents/seller_agent.py @@ -0,0 +1,86 @@ +"""Seller agent for the negotiation battle simulator.""" + +from google.adk.agents import LlmAgent + + +def create_seller_agent( + scenario: dict, + personality_prompt: str = "", + model: str = "gemini-3-flash-preview" +) -> LlmAgent: + """Create a seller agent configured for a specific negotiation scenario. + + Args: + scenario: The negotiation scenario configuration + personality_prompt: Optional personality traits to inject + model: The LLM model to use + + Returns: + Configured LlmAgent for the seller role + """ + + item = scenario["item"] + + base_instruction = f"""You are a SELLER in a negotiation for your {item['name']}. + +=== THE SITUATION === +{scenario['seller_context']} + +=== WHAT YOU'RE SELLING === +Item: {item['name']} +Your Asking Price: ${scenario['asking_price']:,} +Your Minimum (walk away below this): ${scenario['seller_minimum']:,} +Fair Market Value: ~${scenario['fair_market_value']:,} + +Why it's worth the price: +{chr(10).join(f' + {p}' for p in item.get('positives', []))} + +Issues you may need to address: +{chr(10).join(f' - {i}' for i in item.get('issues', []))} + +=== YOUR STAKES === +{scenario['seller_stakes']} + +=== YOUR SECRET (influences your behavior, but never state directly) === +{scenario['seller_secret']} + +=== NEGOTIATION RULES === +1. NEVER go below your minimum of ${scenario['seller_minimum']:,} +2. Start firm - you've priced it fairly +3. Counter lowball offers with smaller concessions +4. Highlight the positives to justify your price +5. Stay in character throughout +6. Create urgency when appropriate ("I have other interested buyers") +7. Know when to stand firm vs. when to close the deal + +=== YOUR GOAL === +Sell the {item['name']} for the best possible price, ideally at or above ${scenario['fair_market_value']:,}. +But you do need to sell, so find the balance between maximizing value and closing the deal. + +{personality_prompt} + +=== RESPONSE FORMAT === +When responding to an offer, respond with a JSON object like this: +{{ + "action": "counter", + "counter_amount": 14500, + "message": "What you say to the buyer - be in character, conversational!", + "reasoning": "Brief internal reasoning for this decision", + "firmness": 7 +}} + +For "action", use one of: +- "accept" - You accept the offer (no counter_amount needed) +- "counter" - You make a counteroffer (include counter_amount) +- "reject" - You reject outright but don't walk away +- "walk" - You're done negotiating + +Always respond with valid JSON. Make your message sound natural and in-character! +""" + + return LlmAgent( + name="seller_agent", + model=model, + description=f"Seller of {item['name']}", + instruction=base_instruction, + ) diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/__init__.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/__init__.py new file mode 100644 index 00000000..957cb486 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/__init__.py @@ -0,0 +1,9 @@ +from .personalities import BUYER_PERSONALITIES, SELLER_PERSONALITIES +from .scenarios import SCENARIOS, get_scenario + +__all__ = [ + "BUYER_PERSONALITIES", + "SELLER_PERSONALITIES", + "SCENARIOS", + "get_scenario", +] diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/personalities.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/personalities.py new file mode 100644 index 00000000..9a802dbb --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/personalities.py @@ -0,0 +1,193 @@ +"""Agent personality configurations for the negotiation simulator.""" + +from typing import TypedDict + + +class PersonalityConfig(TypedDict): + """Configuration for an agent personality.""" + name: str + emoji: str + description: str + traits: list[str] + opening_style: str + concession_rate: str # How quickly they give ground + walkaway_threshold: str # When they'll walk away + secret_motivation: str + + +# ============================================================================ +# BUYER PERSONALITIES +# ============================================================================ + +BUYER_PERSONALITIES: dict[str, PersonalityConfig] = { + "desperate_dan": { + "name": "Desperate Dan", + "emoji": "๐Ÿ˜ฐ", + "description": "Needs the car TODAY. Terrible poker face.", + "traits": [ + "Reveals too much about urgency", + "Makes emotional appeals", + "Caves quickly under pressure", + "Genuinely nice but easily manipulated" + ], + "opening_style": "Start at 75% of asking, mention time pressure early", + "concession_rate": "Fast - will increase offer by 5-8% each round", + "walkaway_threshold": "Very high - will go up to 95% of budget before walking", + "secret_motivation": "New job starts Monday, public transit is 2 hours each way" + }, + + "analytical_alex": { + "name": "Analytical Alex", + "emoji": "๐Ÿงฎ", + "description": "Cites every data point. Very logical, somewhat robotic.", + "traits": [ + "Quotes KBB, Edmunds, and market data constantly", + "Breaks down value into itemized components", + "Unemotional, focused on fair market value", + "Respects logic, immune to emotional manipulation" + ], + "opening_style": "Start at exactly market value minus depreciation factors", + "concession_rate": "Slow and calculated - only moves when given new data", + "walkaway_threshold": "Firm - walks if price exceeds data-backed value by 10%", + "secret_motivation": "Has analyzed 47 similar listings, knows exact fair price" + }, + + "cool_hand_casey": { + "name": "Cool-Hand Casey", + "emoji": "๐Ÿ˜Ž", + "description": "Master of the walkaway bluff. Ice in their veins.", + "traits": [ + "Never shows eagerness, always seems ready to leave", + "Uses strategic silence", + "Mentions other options constantly", + "Extremely patient, will wait out the seller" + ], + "opening_style": "Lowball at 65% of asking, seem indifferent", + "concession_rate": "Glacial - small moves only after long pauses", + "walkaway_threshold": "Will actually walk at fair value, not bluffing", + "secret_motivation": "Has two backup cars lined up, genuinely doesn't care" + }, + + "fair_deal_fran": { + "name": "Fair-Deal Fran", + "emoji": "๐Ÿค", + "description": "Just wants everyone to win. Seeks middle ground.", + "traits": [ + "Proposes split-the-difference solutions", + "Acknowledges seller's perspective", + "Builds rapport before negotiating", + "Values relationship over small dollar amounts" + ], + "opening_style": "Start at 85% of asking, explain reasoning kindly", + "concession_rate": "Moderate - moves to meet in the middle", + "walkaway_threshold": "Medium - walks if seller is unreasonable, not just expensive", + "secret_motivation": "Believes in karma, wants seller to feel good about deal" + } +} + + +# ============================================================================ +# SELLER PERSONALITIES +# ============================================================================ + +SELLER_PERSONALITIES: dict[str, PersonalityConfig] = { + "shark_steve": { + "name": "Shark Steve", + "emoji": "๐Ÿฆˆ", + "description": "Never drops more than 5%. Take it or leave it attitude.", + "traits": [ + "Creates artificial scarcity", + "Never makes the first concession", + "Uses high-pressure tactics", + "Dismissive of lowball offers" + ], + "opening_style": "Price is firm, mentions multiple interested buyers", + "concession_rate": "Minimal - 1-2% per round maximum", + "walkaway_threshold": "Will pretend to walk to create urgency", + "secret_motivation": "Actually has car payment due and needs to sell" + }, + + "by_the_book_beth": { + "name": "By-The-Book Beth", + "emoji": "๐Ÿ“Š", + "description": "Goes strictly by KBB. Reasonable but firm.", + "traits": [ + "References official valuations", + "Provides documentation for pricing", + "Fair but won't go below market value", + "Responds well to logical arguments" + ], + "opening_style": "Asks KBB private party value, shows service records", + "concession_rate": "Steady - will adjust based on condition factors", + "walkaway_threshold": "Won't go below KBB fair condition price", + "secret_motivation": "Has no rush, will wait for right buyer" + }, + + "motivated_mike": { + "name": "Motivated Mike", + "emoji": "๐Ÿ˜…", + "description": "Really needs to sell. More flexible than he wants to be.", + "traits": [ + "Mentions reasons for selling", + "Open to creative deals", + "Shows nervousness about timeline", + "Accepts reasonable offers quickly" + ], + "opening_style": "Prices competitively, emphasizes quick sale", + "concession_rate": "Fast - will drop 3-5% per round", + "walkaway_threshold": "Low - very reluctant to lose a serious buyer", + "secret_motivation": "Already bought the new car, paying two car payments" + }, + + "drama_queen_diana": { + "name": "Drama Queen Diana", + "emoji": "๐ŸŽญ", + "description": "Everything is 'my final offer' (it's never final).", + "traits": [ + "Theatrical reactions to offers", + "Claims emotional attachment to car", + "Uses guilt and stories", + "Actually negotiable despite protests" + ], + "opening_style": "Tells the car's 'story', prices emotionally", + "concession_rate": "Appears slow but actually moderate after drama", + "walkaway_threshold": "Threatens to walk constantly but never does", + "secret_motivation": "Car holds memories of ex, secretly wants it gone" + } +} + + +def get_personality_prompt(role: str, personality_key: str) -> str: + """Generate a personality-specific prompt addition for an agent. + + Args: + role: Either 'buyer' or 'seller' + personality_key: Key from the personality dictionary + + Returns: + A string to append to the agent's base instructions + """ + personalities = BUYER_PERSONALITIES if role == "buyer" else SELLER_PERSONALITIES + p = personalities.get(personality_key) + + if not p: + return "" + + return f""" +YOUR PERSONALITY: {p['emoji']} {p['name']} +{p['description']} + +YOUR TRAITS: +{chr(10).join(f'- {trait}' for trait in p['traits'])} + +NEGOTIATION STYLE: +- Opening Approach: {p['opening_style']} +- How You Concede: {p['concession_rate']} +- When You Walk Away: {p['walkaway_threshold']} + +SECRET (never reveal directly, but it influences your behavior): +{p['secret_motivation']} + +Stay in character! Your personality should come through in how you phrase offers, +react to counteroffers, and handle pressure. +""" diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/scenarios.py b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/scenarios.py new file mode 100644 index 00000000..f65c9776 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/config/scenarios.py @@ -0,0 +1,227 @@ +"""Negotiation scenario configurations.""" + +from typing import TypedDict + + +class ScenarioConfig(TypedDict): + """Configuration for a negotiation scenario.""" + id: str + title: str + emoji: str + description: str + + # The item being negotiated + item: dict # name, details, condition, etc. + + # Pricing + asking_price: int + fair_market_value: int + buyer_budget: int + seller_minimum: int + + # Context + buyer_context: str + seller_context: str + + # Stakes + buyer_stakes: str + seller_stakes: str + + # Drama elements + buyer_secret: str + seller_secret: str + twist: str # Something that could be revealed mid-negotiation + + +# ============================================================================ +# SCENARIOS +# ============================================================================ + +SCENARIOS: dict[str, ScenarioConfig] = { + "craigslist_civic": { + "id": "craigslist_civic", + "title": "The Craigslist Showdown", + "emoji": "๐Ÿš—", + "description": "A classic used car negotiation with secrets on both sides.", + + "item": { + "name": "2019 Honda Civic EX", + "year": 2019, + "make": "Honda", + "model": "Civic EX", + "mileage": 45000, + "color": "Lunar Silver Metallic", + "condition": "Excellent", + "issues": ["Minor scratch on rear bumper", "Small chip in windshield"], + "positives": [ + "Single owner", + "Full service records", + "New tires (6 months ago)", + "No accidents", + "Garage kept" + ] + }, + + "asking_price": 15500, + "fair_market_value": 14000, + "buyer_budget": 13000, + "seller_minimum": 12500, + + "buyer_context": """ +You're a recent college graduate who just landed your first real job. +The commute is 25 miles each way, and public transit would take 2 hours. +You've saved up $13,000 over the past year, with a secret $500 emergency buffer. +You've been looking for 3 weeks and this is the best car you've seen. +""", + + "seller_context": """ +You bought this Civic new for $24,000 and it's been your daily driver. +You're upgrading to an SUV because your family is growing. +KBB says private party value is $14,000-$15,000 for excellent condition. +You've already put a deposit on the new car and want to close this sale. +""", + + "buyer_stakes": "Job starts Monday. No car means either decline the job or brutal commute.", + "seller_stakes": "New SUV deposit is non-refundable. Need this money for the down payment.", + + "buyer_secret": "You could technically go up to $13,500 using your emergency fund, but you really don't want to.", + "seller_secret": "The 'other interested buyer' you might mention? They're very flaky and probably won't show.", + + "twist": "The seller's spouse mentioned at the test drive that they 'need this gone before the baby comes in 2 weeks.'" + }, + + "vintage_guitar": { + "id": "vintage_guitar", + "title": "The Vintage Axe", + "emoji": "๐ŸŽธ", + "description": "A musician hunts for their dream guitar at a local shop.", + + "item": { + "name": "1978 Fender Stratocaster", + "year": 1978, + "make": "Fender", + "model": "Stratocaster", + "condition": "Very Good", + "issues": ["Some fret wear", "Non-original tuning pegs", "Case shows age"], + "positives": [ + "All original electronics", + "Original pickups (legendary CBS-era)", + "Great neck feel", + "Authentic relic'd finish", + "Plays beautifully" + ] + }, + + "asking_price": 8500, + "fair_market_value": 7500, + "buyer_budget": 7000, + "seller_minimum": 6500, + + "buyer_context": """ +You're a professional session musician who's been searching for a late-70s Strat +with the right feel. You've played through dozens and this one just speaks to you. +Your budget is $7,000 but this is The One. +""", + + "seller_context": """ +You run a vintage guitar shop. This Strat came from an estate sale where you +paid $4,500. It's been in the shop for 3 months and floor space is money. +You need at least $6,500 to keep margins healthy. +""", + + "buyer_stakes": "You have a big studio session next week. The right guitar could define your sound.", + "seller_stakes": "Rent is due and you've got two more estate buys coming in that need funding.", + + "buyer_secret": "You could stretch to $7,500 by selling your backup amp, but you'd really rather not.", + "seller_secret": "You've had this for 90 days and need to move inventory. Might take $6,200.", + + "twist": "The buyer mentions they're recording with a famous producer who loves vintage gear." + }, + + "apartment_sublet": { + "id": "apartment_sublet", + "title": "The Sublet Standoff", + "emoji": "๐Ÿ ", + "description": "Negotiating rent for a 3-month summer sublet in a hot market.", + + "item": { + "name": "Studio Apartment Sublet", + "type": "Studio apartment", + "location": "Downtown, 5 min walk to transit", + "duration": "3 months (June-August)", + "condition": "Recently renovated", + "issues": ["Street noise", "No dishwasher", "Coin laundry"], + "positives": [ + "Great location", + "In-unit washer/dryer", + "Rooftop access", + "Utilities included", + "Furnished" + ] + }, + + "asking_price": 2200, # per month + "fair_market_value": 2000, + "buyer_budget": 1800, + "seller_minimum": 1700, + + "buyer_context": """ +You're a summer intern at a tech company. They're paying $5,000/month stipend. +Housing eats into that significantly. You need something walkable to the office. +""", + + "seller_context": """ +You're leaving for a 3-month work trip and need to cover rent while gone. +Your rent is $1,600/month. You're hoping to make a small profit or at least break even. +""", + + "buyer_stakes": "Your internship starts in 2 weeks. You need housing locked down.", + "seller_stakes": "You leave in 10 days. Empty apartment means paying double rent.", + + "buyer_secret": "Company will reimburse up to $2,000/month but you'd love to pocket the difference.", + "seller_secret": "You've had two other inquiries but they fell through. Getting nervous.", + + "twist": "The sublet includes your neighbor's cat-sitting duties (easy, cat is chill)." + } +} + + +def get_scenario(scenario_id: str) -> ScenarioConfig: + """Get a scenario by ID. + + Args: + scenario_id: The scenario identifier + + Returns: + The scenario configuration + + Raises: + KeyError: If scenario not found + """ + if scenario_id not in SCENARIOS: + raise KeyError(f"Unknown scenario: {scenario_id}. Available: {list(SCENARIOS.keys())}") + return SCENARIOS[scenario_id] + + +def format_item_description(scenario: ScenarioConfig) -> str: + """Format the item being negotiated into a readable description.""" + item = scenario["item"] + + lines = [ + f"**{item['name']}**", + "", + "Condition: " + item.get("condition", "Good"), + "", + "Positives:", + ] + + for positive in item.get("positives", []): + lines.append(f" โœ“ {positive}") + + lines.append("") + lines.append("Issues to Note:") + + for issue in item.get("issues", []): + lines.append(f" โ€ข {issue}") + + return "\n".join(lines) diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/requirements.txt b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/requirements.txt new file mode 100644 index 00000000..db557b23 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/backend/requirements.txt @@ -0,0 +1,7 @@ +google-adk>=1.5.0 +google-genai>=1.0.0 +ag-ui-adk>=0.1.0 +fastapi>=0.115.0 +uvicorn>=0.34.0 +python-dotenv>=1.0.0 +pydantic>=2.0.0 diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/.gitignore b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/.gitignore new file mode 100644 index 00000000..7e7ddd46 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/.gitignore @@ -0,0 +1,4 @@ +node_modules/ +.next/ +.env +.env.local diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next-env.d.ts b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next-env.d.ts new file mode 100644 index 00000000..830fb594 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next-env.d.ts @@ -0,0 +1,6 @@ +/// +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/app/api-reference/config/typescript for more information. diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next.config.js b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next.config.js new file mode 100644 index 00000000..a843cbee --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/next.config.js @@ -0,0 +1,6 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = { + reactStrictMode: true, +} + +module.exports = nextConfig diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/package-lock.json b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/package-lock.json new file mode 100644 index 00000000..b55c8a45 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/package-lock.json @@ -0,0 +1,12887 @@ +{ + "name": 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"negotiation-battle-frontend", + "version": "1.0.0", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint" + }, + "dependencies": { + "@ag-ui/client": "^0.0.43", + "@copilotkit/react-core": "^1.8.0", + "@copilotkit/react-ui": "^1.8.0", + "@copilotkit/runtime": "^1.8.0", + "next": "^15.0.0", + "react": "^19.0.0", + "react-dom": "^19.0.0", + "framer-motion": "^11.0.0", + "lucide-react": "^0.460.0" + }, + "devDependencies": { + "@types/node": "^22.0.0", + "@types/react": "^19.0.0", + "@types/react-dom": "^19.0.0", + "autoprefixer": "^10.4.0", + "postcss": "^8.4.0", + "tailwindcss": "^3.4.0", + "typescript": "^5.0.0" + } +} diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/postcss.config.js b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/postcss.config.js new file mode 100644 index 00000000..33ad091d --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/postcss.config.js @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/api/copilotkit/route.ts b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/api/copilotkit/route.ts new file mode 100644 index 00000000..042183a6 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/api/copilotkit/route.ts @@ -0,0 +1,30 @@ +import { + CopilotRuntime, + ExperimentalEmptyAdapter, + copilotRuntimeNextJSAppRouterEndpoint, +} from "@copilotkit/runtime"; +import { HttpAgent } from "@ag-ui/client"; +import { NextRequest } from "next/server"; + +// Service adapter for CopilotKit runtime +const serviceAdapter = new ExperimentalEmptyAdapter(); + +// Create the CopilotRuntime with our ADK agent +const runtime = new CopilotRuntime({ + agents: { + negotiation_agent: new HttpAgent({ + url: process.env.AGENT_URL || "http://localhost:8000/", + }), + }, +}); + +// Export POST handler for the API route +export const POST = async (req: NextRequest) => { + const { handleRequest } = copilotRuntimeNextJSAppRouterEndpoint({ + runtime, + serviceAdapter, + endpoint: "/api/copilotkit", + }); + + return handleRequest(req); +}; diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/globals.css b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/globals.css new file mode 100644 index 00000000..a7abc166 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/globals.css @@ -0,0 +1,102 @@ +@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=Playfair+Display:ital,wght@0,400;0,600;0,700;1,400&display=swap'); + +@tailwind base; +@tailwind components; +@tailwind utilities; + +/* Warm Editorial Palette - Stone & Paper */ +:root { + /* Core Colors */ + --bg-app: #FAF8F5; + /* Warm cream paper background */ + --bg-card: #FFFFFF; + /* Clean white card surface */ + --bg-subtle: #F3F0EB; + /* Subtle separation background */ + + --text-primary: #1C1917; + /* Warm black (Stone 900) */ + --text-secondary: #44403C; + /* Dark stone (Stone 700) */ + --text-tertiary: #78716C; + /* Medium stone (Stone 500) */ + + --border-light: #E7E5E4; + /* Light stone border */ + --border-medium: #D6D3D1; + /* Medium stone border */ + + /* Accents - Muted & Sophisticated */ + --accent-gold: #D97706; + /* Editorial Gold */ + --accent-emerald: #059669; + /* Editorial Green */ + --accent-rose: #E11D48; + /* Editorial Rose */ +} + +/* Base Styles */ +body { + background-color: var(--bg-app); + color: var(--text-primary); + font-family: 'Inter', sans-serif; + -webkit-font-smoothing: antialiased; + min-height: 100vh; +} + +/* Typography Utilities */ +.font-serif { + font-family: 'Playfair Display', serif; +} + +.font-sans { + font-family: 'Inter', sans-serif; +} + +/* Component Utilities */ +@layer components { + + /* Minimal Editorial Card */ + .editorial-card { + background-color: var(--bg-card); + border: 1px solid var(--border-light); + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.05); + @apply rounded-xl transition-all duration-300; + } + + .editorial-card:hover { + box-shadow: 0 4px 12px rgba(0, 0, 0, 0.08); + transform: translateY(-2px); + } + + /* Chat Bubble Base */ + .chat-bubble { + @apply flex items-start gap-4 max-w-2xl p-4 rounded-2xl relative mb-2; + } + + .chat-bubble.buyer { + @apply ml-auto bg-white border border-stone-200 text-stone-900 rounded-tr-sm; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.04); + } + + .chat-bubble.seller { + @apply mr-auto bg-stone-50 border border-stone-200 text-stone-900 rounded-tl-sm; + } +} + +/* Animations */ +@keyframes fadeIn { + from { + opacity: 0; + transform: translateY(10px); + } + + to { + opacity: 1; + transform: translateY(0); + } +} + +.animate-fade-in { + animation: fadeIn 0.5s ease-out forwards; +} \ No newline at end of file diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/layout.tsx b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/layout.tsx new file mode 100644 index 00000000..6fc8111d --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/layout.tsx @@ -0,0 +1,28 @@ +import type { Metadata } from "next"; +import { CopilotKit } from "@copilotkit/react-core"; +import "@copilotkit/react-ui/styles.css"; +import "./globals.css"; + +export const metadata: Metadata = { + title: "๐ŸŽฎ AI Negotiation Battle Simulator", + description: "Watch AI agents battle it out in epic negotiations!", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + + + {children} + + + + ); +} diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/page.tsx b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/page.tsx new file mode 100644 index 00000000..b8a5b651 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/src/app/page.tsx @@ -0,0 +1,719 @@ +"use client"; + +import { useState, useEffect } from "react"; +import { useCoAgent, useCopilotAction } from "@copilotkit/react-core"; +import { motion, AnimatePresence } from "framer-motion"; +import { + Swords, + DollarSign, + TrendingDown, + TrendingUp, + Handshake, + XCircle, + Trophy, + Play, + RotateCcw, + Sparkles, + Zap +} from "lucide-react"; + +// Types for agent state +type NegotiationRound = { + round: number; + type: "buyer_offer" | "seller_response"; + offer_amount?: number; + action?: string; + counter_amount?: number; + message: string; + buyer_name?: string; + buyer_emoji?: string; + seller_name?: string; + seller_emoji?: string; +}; + +type Scenario = { + id: string; + title: string; + emoji: string; + item: string; + asking_price: number; + description: string; +}; + +type Personality = { + id: string; + name: string; + emoji: string; + description: string; +}; + +type AgentState = { + status: "setup" | "ready" | "negotiating" | "deal" | "no_deal"; + scenario?: { + title: string; + item: string; + asking_price: number; + }; + buyer?: { + name: string; + emoji: string; + budget: number; + }; + seller?: { + name: string; + emoji: string; + minimum: number; + }; + rounds: NegotiationRound[]; + current_round: number; + final_price?: number; +}; + +// Offer Card Component - Editorial Style +function OfferCard({ round, isLatest }: { round: NegotiationRound; isLatest: boolean }) { + const isBuyer = round.type === "buyer_offer"; + + return ( + + {/* Round Indicator */} +
+ Round {round.round} +
+ + {/* Header */} +
+ + {isBuyer ? round.buyer_emoji : round.seller_emoji} + + + {isBuyer ? round.buyer_name : round.seller_name} + +
+ + {/* Offer Content */} +
+ {isBuyer && round.offer_amount && ( +
+ Offer + + ${round.offer_amount.toLocaleString()} + +
+ )} + + {!isBuyer && round.action && ( +
+ Response + {round.action === "accept" && ( + + Deal Accepted + + )} + {round.action === "counter" && ( + + ${round.counter_amount?.toLocaleString()} + + )} + {round.action === "reject" && ( + + Offer Rejected + + )} + {round.action === "walk" && ( + + Ended Negotiation + + )} +
+ )} + + {/* Message Body */} +

+ {round.message} +

+
+ + ); +} + +// Deal Banner Component - Editorial Style +function DealBanner({ finalPrice, askingPrice }: { finalPrice: number; askingPrice: number }) { + const savings = askingPrice - finalPrice; + const percentOff = ((savings / askingPrice) * 100).toFixed(1); + + return ( + +
+ +
+

Agreement Reached

+

+ ${finalPrice.toLocaleString()} +

+
+
+

Savings

+

${savings.toLocaleString()}

+
+
+

Discount

+

{percentOff}%

+
+
+ + ); +} + +// ==================== CHAT UI COMPONENTS ==================== + +// Chat Bubble Component +const ChatBubble = ({ round, type }: { round: NegotiationRound; type: "buyer" | "seller" }) => { + const name = type === "buyer" ? round.buyer_name : round.seller_name; + const emoji = type === "buyer" ? round.buyer_emoji : round.seller_emoji; + + return ( + +
{emoji}
+
+
{name}
+
{round.message}
+ {round.offer_amount && ( +
${round.offer_amount.toLocaleString()}
+ )} +
+ + ); +}; + +// Typing Indicator Component +const TypingIndicator = ({ emoji, name }: { emoji: string; name: string }) => ( + + {emoji} +
+ + + +
+ {name} is thinking... + +); + +// Price Tracker Component +const PriceTracker = ({ + currentOffer, + askingPrice, + minimum, + budget +}: { + currentOffer: number; + askingPrice: number; + minimum: number; + budget: number; +}) => { + const range = budget - minimum; + const position = ((currentOffer - minimum) / range) * 100; + + return ( +
+

+ ๐Ÿ’ฐ Price Convergence +

+
+
+
+
+
Min: ${minimum.toLocaleString()}
+
Max: ${budget.toLocaleString()}
+
+
+ ); +}; + +// Main Page Component +export default function NegotiationBattle() { + const [selectedScenario, setSelectedScenario] = useState(null); + const [selectedBuyer, setSelectedBuyer] = useState(null); + const [selectedSeller, setSelectedSeller] = useState(null); + const [scenarios, setScenarios] = useState([]); + const [buyers, setBuyers] = useState([]); + const [sellers, setSellers] = useState([]); + + // Connect to agent state + const { state, setState } = useCoAgent({ + name: "negotiation_agent", + initialState: { + status: "setup", + rounds: [], + current_round: 0, + }, + }); + + // Fetch available scenarios and personalities on mount + useEffect(() => { + const fetchData = async () => { + try { + console.log('[DEBUG] Fetching scenarios and personalities...'); + // Fetch scenarios + const scenariosRes = await fetch('http://localhost:8000/get_available_scenarios'); + const scenariosData = await scenariosRes.json(); + console.log('[DEBUG] Scenarios fetched:', scenariosData); + if (scenariosData.scenarios) { + setScenarios(scenariosData.scenarios); + console.log('[DEBUG] Scenarios state updated:', scenariosData.scenarios.length, 'scenarios'); + } + + // Fetch personalities + const personalitiesRes = await fetch('http://localhost:8000/get_available_personalities'); + const personalitiesData = await personalitiesRes.json(); + console.log('[DEBUG] Personalities fetched:', personalitiesData); + if (personalitiesData.buyers && personalitiesData.sellers) { + setBuyers(personalitiesData.buyers); + setSellers(personalitiesData.sellers); + console.log('[DEBUG] Personalities state updated:', personalitiesData.buyers.length, 'buyers,', personalitiesData.sellers.length, 'sellers'); + } + } catch (error) { + console.error('[DEBUG] Error fetching data:', error); + } + }; + fetchData(); + }, []); + + // Debug logging for state changes + useEffect(() => { + console.log('[DEBUG] Current agent state:', state); + console.log('[DEBUG] Scenarios count:', scenarios.length); + console.log('[DEBUG] Buyers count:', buyers.length); + console.log('[DEBUG] Sellers count:', sellers.length); + }, [state, scenarios, buyers, sellers]); + + const handleStartBattle = async () => { + if (!selectedScenario || !selectedBuyer || !selectedSeller) return; + + try { + // Configure the negotiation + const configRes = await fetch('http://localhost:8000/configure_negotiation', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ + scenario_id: selectedScenario, + buyer_personality: selectedBuyer, + seller_personality: selectedSeller, + }), + }); + const configData = await configRes.json(); + + // Update state with configuration + setState({ + ...state, + status: "ready", + scenario: configData.scenario, + buyer: configData.buyer, + seller: configData.seller, + }); + + // Start the negotiation + const startRes = await fetch('http://localhost:8000/start_negotiation', { + method: 'POST', + }); + const startData = await startRes.json(); + + if (startData.status === "started") { + setState({ + ...state, + status: "negotiating", + scenario: configData.scenario, + buyer: configData.buyer, + seller: configData.seller, + }); + + // Start the automated negotiation + runNegotiation(); + } + } catch (error) { + console.error('Error starting battle:', error); + } + }; + + const runNegotiation = async () => { + // This will be handled by the agent automatically + // Just need to poll for state updates + const pollInterval = setInterval(async () => { + try { + const stateRes = await fetch('http://localhost:8000/get_negotiation_state'); + const stateData = await stateRes.json(); + + setState({ + status: stateData.status, + scenario: { + title: stateData.scenario, + item: stateData.item, + asking_price: stateData.asking_price, + }, + buyer: stateData.buyer, + seller: stateData.seller, + rounds: stateData.rounds, + current_round: stateData.current_round, + final_price: stateData.final_price, + }); + + if (stateData.status === "deal" || stateData.status === "no_deal") { + clearInterval(pollInterval); + } + } catch (error) { + console.error('Error polling state:', error); + } + }, 1000); + }; + + const handleReset = () => { + setSelectedScenario(null); + setSelectedBuyer(null); + setSelectedSeller(null); + setState({ + status: "setup", + rounds: [], + current_round: 0, + }); + }; + + return ( +
+ {/* Header - Editorial Style */} +
+
+ +

+ The Negotiation +

+

+ Autonomous Agent Simulation +

+ +
+
+ +
+ {/* Setup Phase - Editorial Style */} + {(state.status === "setup" || (!state.status && scenarios.length > 0)) && ( + + {/* Scenario Selection */} +
+
+ Step 1 +

+ Select Context +

+
+
+ {scenarios.map((scenario) => ( + setSelectedScenario(scenario.id)} + className={` + cursor-pointer p-8 rounded-xl border transition-all duration-200 + ${selectedScenario === scenario.id + ? 'bg-bg-card border-text-primary shadow-md ring-1 ring-text-primary' + : 'bg-bg-subtle border-transparent hover:border-border-medium hover:bg-bg-card' + } + `} + > +
{scenario.emoji}
+

{scenario.title}

+

{scenario.item}

+

+ ${scenario.asking_price.toLocaleString()} +

+ + ))} +
+
+ + {/* Character Selection */} + {selectedScenario && ( + +
+ {/* Buyer Selection */} +
+
+ Step 2 +

+ Choose Buyer +

+
+
+ {buyers.map((buyer) => ( + setSelectedBuyer(buyer.id)} + className={` + cursor-pointer p-5 rounded-lg border transition-all + ${selectedBuyer === buyer.id + ? 'bg-bg-card border-text-primary shadow-sm' + : 'bg-bg-subtle border-transparent hover:border-border-medium' + } + `} + > +
{buyer.emoji}
+

{buyer.name}

+ + ))} +
+
+ + {/* Seller Selection */} +
+
+ Step 3 +

+ Choose Seller +

+
+
+ {sellers.map((seller) => ( + setSelectedSeller(seller.id)} + className={` + cursor-pointer p-5 rounded-lg border transition-all + ${selectedSeller === seller.id + ? 'bg-bg-card border-text-primary shadow-sm' + : 'bg-bg-subtle border-transparent hover:border-border-medium' + } + `} + > +
{seller.emoji}
+

{seller.name}

+ + ))} +
+
+
+ + {/* Start Button */} + {selectedBuyer && selectedSeller && ( + + + + Begin Negotiation + + + )} + + )} + + )} + + {/* Battle Phase */} + {(state.status === "ready" || state.status === "negotiating" || state.status === "deal" || state.status === "no_deal") && ( +
+ {/* Scenario Header - Editorial Style */} + {state.scenario && ( + +
+ Negotiation Item +
+

+ {state.scenario.title} +

+

{state.scenario.item}

+
+ Asking Price + + ${state.scenario.asking_price?.toLocaleString()} + +
+ + )} + + {/* Comparison Display - Editorial Two-Column */} + {state.buyer && state.seller && ( +
+ + {/* Buyer Column */} + + Buyer +
{state.buyer.emoji}
+

{state.buyer.name}

+

Budget: ${state.buyer.budget?.toLocaleString()}

+ + + {/* Seller Column */} + + Seller +
{state.seller.emoji}
+

{state.seller.name}

+

Minimum: ${state.seller.minimum?.toLocaleString()}

+ + +
+ )} + + {/* Negotiation Chat */} + {state.rounds && state.rounds.length > 0 && ( +
+
+ + Live Transcript + +
+ + {/* Price Tracker */} + {state.buyer && state.seller && state.rounds.length > 0 && state.rounds[state.rounds.length - 1].offer_amount && ( +
+ +
+ )} + + {/* Chat Bubbles */} +
+ + {state.rounds.map((round, index) => { + const isBuyer = round.type === "buyer_offer" || round.buyer_name; + return ( + + ); + })} + + + {/* Typing Indicator */} + {(state.status === "negotiating" || state.status === "ready") && ( +
+ +
+ )} +
+
+ )} + + {/* Deal Banner */} + {state.status === "deal" && state.final_price && state.scenario && ( +
+ +
+ )} + + {/* No Deal Banner */} + {state.status === "no_deal" && ( + +
+
+ +
+
+

Negotiation Ended

+

No agreement could be reached between the parties.

+ + )} + + {/* Reset Button */} + {(state.status === "deal" || state.status === "no_deal") && ( + + + + Start New Negotiation + + + )} +
+ )} +
+
+ ); +} diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tailwind.config.js b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tailwind.config.js new file mode 100644 index 00000000..7d390501 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tailwind.config.js @@ -0,0 +1,22 @@ +/** @type {import('tailwindcss').Config} */ +module.exports = { + content: [ + './src/pages/**/*.{js,ts,jsx,tsx,mdx}', + './src/components/**/*.{js,ts,jsx,tsx,mdx}', + './src/app/**/*.{js,ts,jsx,tsx,mdx}', + ], + theme: { + extend: { + colors: { + 'battle-blue': '#1e3a5f', + 'battle-red': '#5a1e1e', + 'battle-gold': '#ffd700', + }, + animation: { + 'pulse-slow': 'pulse 3s cubic-bezier(0.4, 0, 0.6, 1) infinite', + 'bounce-slow': 'bounce 2s infinite', + }, + }, + }, + plugins: [], +} diff --git a/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tsconfig.json b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tsconfig.json new file mode 100644 index 00000000..f48e7ee6 --- /dev/null +++ b/advanced_ai_agents/multi_agent_apps/ai_negotiation_battle_simulator/frontend/tsconfig.json @@ -0,0 +1,40 @@ +{ + "compilerOptions": { + "lib": [ + "dom", + "dom.iterable", + "esnext" + ], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": [ + "./src/*" + ] + }, + "target": "ES2017" + }, + "include": [ + "next-env.d.ts", + "**/*.ts", + "**/*.tsx", + ".next/types/**/*.ts" + ], + "exclude": [ + "node_modules" + ] +}