| { |
| "agent_name": "luwa-01", |
| "agent_version": "1.0.0", |
| "developer": "ChatPBC", |
| "description": "Autonomous business intelligence agent with web research and tool-calling capabilities", |
| "reasoning_mode": "business_consultant", |
| "max_tool_calls_per_query": 5, |
| "confidence_threshold": 0.7, |
| "output_format": "structured_markdown", |
| "capabilities": { |
| "web_search": true, |
| "web_scraping": true, |
| "market_analysis": true, |
| "trend_forecasting": true, |
| "business_consultancy": true, |
| "competitive_intelligence": true, |
| "business_ideation": true, |
| "tool_calling": true, |
| "multi_step_reasoning": true, |
| "data_synthesis": true, |
| "strategic_planning": true |
| }, |
| "tools": [ |
| { |
| "name": "web_search", |
| "description": "Search the web for current, real-time information, news, and data", |
| "parameters": { |
| "query": {"type": "string", "required": true, "description": "Search query"}, |
| "num_results": {"type": "integer", "default": 5, "description": "Number of results"} |
| } |
| }, |
| { |
| "name": "web_scrape", |
| "description": "Extract full content from a specific webpage or report", |
| "parameters": { |
| "url": {"type": "string", "required": true, "description": "URL to scrape"}, |
| "max_chars": {"type": "integer", "default": 3000, "description": "Max characters to extract"} |
| } |
| }, |
| { |
| "name": "market_data", |
| "description": "Get market size, growth rate, TAM/SAM/SOM, and investment data for a sector", |
| "parameters": { |
| "sector": {"type": "string", "required": true, "description": "Industry sector"}, |
| "metric": {"type": "string", "default": "", "description": "Specific metric (revenue, growth, TAM)"}, |
| "region": {"type": "string", "default": "global", "description": "Geographic region"} |
| } |
| }, |
| { |
| "name": "news_analysis", |
| "description": "Analyze recent news, developments, and regulatory changes", |
| "parameters": { |
| "topic": {"type": "string", "required": true, "description": "Topic to analyze"}, |
| "timeframe": {"type": "string", "default": "30d", "description": "Time window (7d, 30d, 90d)"}, |
| "focus": {"type": "string", "default": "", "description": "Angle (regulatory, funding, launches)"} |
| } |
| }, |
| { |
| "name": "competitor_analysis", |
| "description": "Analyze competitors: positioning, pricing, features, market share", |
| "parameters": { |
| "market": {"type": "string", "required": true, "description": "Market/industry"}, |
| "focus": {"type": "string", "default": "", "description": "Focus area (pricing, features, positioning)"}, |
| "competitors": {"type": "array", "default": [], "description": "Specific competitors"} |
| } |
| }, |
| { |
| "name": "trend_forecast", |
| "description": "Forecast industry trends, emerging patterns, and future projections", |
| "parameters": { |
| "industry": {"type": "string", "required": true, "description": "Industry to forecast"}, |
| "horizon": {"type": "string", "default": "1 year", "description": "Forecast horizon"}, |
| "factors": {"type": "array", "default": [], "description": "Factors to consider"} |
| } |
| } |
| ], |
| "agent_loop": { |
| "steps": [ |
| "parse_query", |
| "determine_tools_needed", |
| "execute_tools_sequentially", |
| "analyze_results", |
| "synthesize_report", |
| "deliver_response" |
| ], |
| "description": "Autonomous reasoning loop that chains tool calls and synthesizes findings into actionable business intelligence" |
| }, |
| "model_architecture": "transformer", |
| "hidden_size": 896, |
| "num_hidden_layers": 24, |
| "num_attention_heads": 14, |
| "vocab_size": 152064, |
| "max_position_embeddings": 32768, |
| "inference_latency": "<100ms on GPU, <1s on CPU", |
| "cost_per_query": "$0.00001" |
| } |
|
|
