{ "ast": { "items": [ { "use": { "tree": { "path": { "ident": "rrust_kontekst_base", "tree": { "group": [ { "ident": "get_mcp_tools_schema" }, { "ident": "invoke_mcp_tool" }, { "ident": "McpError" } ] } } } } }, { "use": { "tree": { "path": { "ident": "serde_json", "tree": { "ident": "json" } } } } }, { "use": { "tree": { "path": { "ident": "std", "tree": { "path": { "ident": "error", "tree": { "ident": "Error" } } } } } } }, { "mod": { "content": [ { "fn": { "async": true, "attrs": [ { "meta": { "list": { "delimiter": "paren", "path": { "segments": [ { "ident": "rrust_kontekst" }, { "ident": "mcp_component" } ] }, "tokens": [ { "ident": "menu" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"core\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "label" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Embedding Generator\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "emoji" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"🔤\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "description" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Generate embeddings for text input\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "order" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "1" } ] } }, "style": "outer" } ], "ident": "embedding_component", "inputs": [], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "path": { "segments": [ { "ident": "String" } ] } } }, { "type": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "trait_object": { "bounds": [ { "trait": { "path": { "segments": [ { "ident": "std" }, { "ident": "error" }, { "ident": "Error" } ] } } } ], "dyn": true } } } ] } }, "ident": "Box" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "expr": [ { "call": { "args": [ { "method_call": { "args": [], "method": "to_string", "receiver": { "lit": { "str": "\"Test component executed successfully\"" } } } } ], "func": { "path": { "segments": [ { "ident": "Ok" } ] } } } }, false ] } ], "vis": "pub" } } ], "ident": "Comp1" } }, { "mod": { "content": [ { "use": { "tree": { "path": { "ident": "rrust_kontekst", "tree": { "ident": "mcp_component" } } } } }, { "fn": { "async": true, "attrs": [ { "meta": { "list": { "delimiter": "paren", "path": { "segments": [ { "ident": "mcp_component" } ] }, "tokens": [ { "ident": "menu" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"ai_models\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "label" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"BERT Inference\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "emoji" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"🤖\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "description" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Run BERT model inference on input text\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "tool_name" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"bert_inference\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "visible" }, { "punct": { "op": "=", "spacing": "alone" } }, { "ident": "true" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "order" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "2" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "returns" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"BERT model predictions and confidence scores\"" } ] } }, "style": "outer" } ], "ident": "bert_test_component", "inputs": [], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "path": { "segments": [ { "ident": "String" } ] } } }, { "type": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "trait_object": { "bounds": [ { "trait": { "path": { "segments": [ { "ident": "std" }, { "ident": "error" }, { "ident": "Error" } ] } } } ], "dyn": true } } } ] } }, "ident": "Box" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "expr": [ { "call": { "args": [ { "method_call": { "args": [], "method": "to_string", "receiver": { "lit": { "str": "\"Test component executed successfully\"" } } } } ], "func": { "path": { "segments": [ { "ident": "Ok" } ] } } } }, false ] } ], "vis": "pub" } } ], "ident": "Comp2" } }, { "mod": { "content": [ { "use": { "tree": { "path": { "ident": "rrust_kontekst", "tree": { "ident": "mcp_component" } } } } }, { "fn": { "async": true, "attrs": [ { "meta": { "list": { "delimiter": "paren", "path": { "segments": [ { "ident": "mcp_component" } ] }, "tokens": [ { "ident": "menu" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"experimental\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "label" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Experimental Feature\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "emoji" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"⚗️\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "description" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Experimental feature under development\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "visible" }, { "punct": { "op": "=", "spacing": "alone" } }, { "ident": "false" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "mcp" }, { "punct": { "op": "=", "spacing": "alone" } }, { "ident": "false" } ] } }, "style": "outer" } ], "ident": "experimental_component", "inputs": [], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "path": { "segments": [ { "ident": "String" } ] } } }, { "type": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "trait_object": { "bounds": [ { "trait": { "path": { "segments": [ { "ident": "std" }, { "ident": "error" }, { "ident": "Error" } ] } } } ], "dyn": true } } } ] } }, "ident": "Box" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "expr": [ { "call": { "args": [ { "method_call": { "args": [], "method": "to_string", "receiver": { "lit": { "str": "\"Test component executed successfully\"" } } } } ], "func": { "path": { "segments": [ { "ident": "Ok" } ] } } } }, false ] } ], "vis": "pub" } } ], "ident": "Comp4" } }, { "mod": { "content": [ { "use": { "tree": { "path": { "ident": "rrust_kontekst", "tree": { "ident": "mcp_component" } } } } }, { "fn": { "async": true, "attrs": [ { "meta": { "list": { "delimiter": "paren", "path": { "segments": [ { "ident": "mcp_component" } ] }, "tokens": [ { "ident": "menu" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"core\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "label" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Text Processor\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "emoji" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"📝\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "description" }, { "punct": { "op": "=", "spacing": "alone" } }, { "lit": "\"Process and analyze text content\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "order" }, { "punct": { "op": "=", "spacing": "alone" } }, { "punct": { "op": "-", "spacing": "alone" } }, { "lit": "1" } ] } }, "style": "outer" } ], "ident": "text_processor_component", "inputs": [], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "path": { "segments": [ { "ident": "String" } ] } } }, { "type": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "trait_object": { "bounds": [ { "trait": { "path": { "segments": [ { "ident": "std" }, { "ident": "error" }, { "ident": "Error" } ] } } } ], "dyn": true } } } ] } }, "ident": "Box" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "expr": [ { "call": { "args": [ { "method_call": { "args": [], "method": "to_string", "receiver": { "lit": { "str": "\"Test component executed successfully\"" } } } } ], "func": { "path": { "segments": [ { "ident": "Ok" } ] } } } }, false ] } ], "vis": "pub" } } ], "ident": "Comp5" } }, { "fn": { "attrs": [ { "meta": { "name_value": { "path": { "segments": [ { "ident": "doc" } ] }, "value": { "lit": { "str": "\" Initialize all MCP components\"" } } } }, "style": "outer" } ], "ident": "initialize_mcp_system", "inputs": [], "output": null, "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Initializing MCP system...\"" } ] } } ], "vis": "pub" } }, { "fn": { "async": true, "attrs": [ { "meta": { "name_value": { "path": { "segments": [ { "ident": "doc" } ] }, "value": { "lit": { "str": "\" Get available tools for a specific menu\"" } } } }, "style": "outer" } ], "ident": "get_tools_for_menu", "inputs": [ { "typed": { "pat": { "ident": { "ident": "menu_type" } }, "ty": { "reference": { "elem": { "path": { "segments": [ { "ident": "str" } ] } } } } } } ], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "path": { "segments": [ { "ident": "serde_json" }, { "ident": "Value" } ] } } }, { "type": { "path": { "segments": [ { "ident": "McpError" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "expr": [ { "call": { "args": [ { "path": { "segments": [ { "ident": "menu_type" } ] } } ], "func": { "path": { "segments": [ { "ident": "get_mcp_tools_schema" } ] } } } }, false ] } ], "vis": "pub" } }, { "fn": { "async": true, "attrs": [ { "meta": { "name_value": { "path": { "segments": [ { "ident": "doc" } ] }, "value": { "lit": { "str": "\" Example of manual tool invocation\"" } } } }, "style": "outer" } ], "ident": "example_tool_usage", "inputs": [], "output": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "tuple": { "elems": [] } } }, { "type": { "path": { "segments": [ { "arguments": { "angle_bracketed": { "args": [ { "type": { "trait_object": { "bounds": [ { "trait": { "path": { "segments": [ { "ident": "Error" } ] } } } ], "dyn": true } } } ] } }, "ident": "Box" } ] } } } ] } }, "ident": "Result" } ] } }, "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"=== MCP System Demo ===\"" } ] } }, { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "initialize_mcp_system" } ] } } } }, true ] }, { "expr": [ { "match": { "arms": [ { "body": { "block": { "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Available core tools: {:?}\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "serde_json" }, { "punct": { "op": ":", "spacing": "joint" } }, { "punct": { "op": ":", "spacing": "alone" } }, { "ident": "to_string_pretty" }, { "group": { "delimiter": "parenthesis", "stream": [ { "punct": { "op": "&", "spacing": "alone" } }, { "ident": "schema" } ] } }, { "punct": { "op": "?", "spacing": "alone" } } ] } } ] } }, "pat": { "tuple_struct": { "elems": [ { "ident": { "ident": "schema" } } ], "path": { "segments": [ { "ident": "Ok" } ] } } } }, { "body": { "block": { "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Error getting tools: {}\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "e" } ] } } ] } }, "pat": { "tuple_struct": { "elems": [ { "ident": { "ident": "e" } } ], "path": { "segments": [ { "ident": "Err" } ] } } } } ], "expr": { "await": { "base": { "call": { "args": [ { "lit": { "str": "\"core\"" } } ], "func": { "path": { "segments": [ { "ident": "get_tools_for_menu" } ] } } } } } } } }, false ] }, { "expr": [ { "match": { "arms": [ { "body": { "block": { "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Tool result: {}\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "serde_json" }, { "punct": { "op": ":", "spacing": "joint" } }, { "punct": { "op": ":", "spacing": "alone" } }, { "ident": "to_string_pretty" }, { "group": { "delimiter": "parenthesis", "stream": [ { "punct": { "op": "&", "spacing": "alone" } }, { "ident": "result" } ] } }, { "punct": { "op": "?", "spacing": "alone" } } ] } } ] } }, "pat": { "tuple_struct": { "elems": [ { "ident": { "ident": "result" } } ], "path": { "segments": [ { "ident": "Ok" } ] } } } }, { "body": { "block": { "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Tool invocation failed: {}\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "e" } ] } } ] } }, "pat": { "tuple_struct": { "elems": [ { "ident": { "ident": "e" } } ], "path": { "segments": [ { "ident": "Err" } ] } } } } ], "expr": { "await": { "base": { "call": { "args": [ { "lit": { "str": "\"embedding\"" } }, { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "json" } ] }, "tokens": [ { "group": { "delimiter": "brace", "stream": [ { "lit": "\"text\"" }, { "punct": { "op": ":", "spacing": "alone" } }, { "lit": "\"Hello, world!\"" } ] } } ] } } ], "func": { "path": { "segments": [ { "ident": "invoke_mcp_tool" } ] } } } } } } } }, false ] }, { "expr": [ { "call": { "args": [ { "tuple": { "elems": [] } } ], "func": { "path": { "segments": [ { "ident": "Ok" } ] } } } }, false ] } ], "vis": "pub" } }, { "mod": { "attrs": [ { "meta": { "list": { "delimiter": "paren", "path": { "segments": [ { "ident": "cfg" } ] }, "tokens": [ { "ident": "test" } ] } }, "style": "outer" } ], "content": [ { "use": { "tree": { "path": { "ident": "super", "tree": "*" } } } }, { "fn": { "async": true, "attrs": [ { "meta": { "path": { "segments": [ { "ident": "tokio" }, { "ident": "test" } ] } }, "style": "outer" } ], "ident": "test_component_execution", "inputs": [], "output": null, "stmts": [ { "let": { "init": { "expr": { "await": { "base": { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "embedding_component" } ] } } } } } } }, "pat": { "ident": { "ident": "result" } } } }, { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "assert" } ] }, "semi_token": true, "tokens": [ { "ident": "result" }, { "punct": { "op": ".", "spacing": "alone" } }, { "ident": "is_ok" }, { "group": { "delimiter": "parenthesis", "stream": [] } } ] } }, { "let": { "init": { "expr": { "await": { "base": { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "bert_test_component" } ] } } } } } } }, "pat": { "ident": { "ident": "result" } } } }, { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "assert" } ] }, "semi_token": true, "tokens": [ { "ident": "result" }, { "punct": { "op": ".", "spacing": "alone" } }, { "ident": "is_ok" }, { "group": { "delimiter": "parenthesis", "stream": [] } } ] } }, { "let": { "init": { "expr": { "method_call": { "args": [], "method": "unwrap", "receiver": { "path": { "segments": [ { "ident": "result" } ] } } } } }, "pat": { "ident": { "ident": "json_result" } } } }, { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "assert" } ] }, "semi_token": true, "tokens": [ { "ident": "json_result" }, { "punct": { "op": ".", "spacing": "alone" } }, { "ident": "get" }, { "group": { "delimiter": "parenthesis", "stream": [ { "lit": "\"predictions\"" } ] } }, { "punct": { "op": ".", "spacing": "alone" } }, { "ident": "is_some" }, { "group": { "delimiter": "parenthesis", "stream": [] } } ] } } ] } }, { "fn": { "async": true, "attrs": [ { "meta": { "path": { "segments": [ { "ident": "tokio" }, { "ident": "test" } ] } }, "style": "outer" } ], "ident": "test_mcp_system_integration", "inputs": [], "output": null, "stmts": [ { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "initialize_mcp_system" } ] } } } }, true ] }, { "let": { "init": { "expr": { "await": { "base": { "call": { "args": [ { "lit": { "str": "\"core\"" } } ], "func": { "path": { "segments": [ { "ident": "get_tools_for_menu" } ] } } } } } } }, "pat": { "ident": { "ident": "schema" } } } }, { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "assert" } ] }, "semi_token": true, "tokens": [ { "ident": "schema" }, { "punct": { "op": ".", "spacing": "alone" } }, { "ident": "is_ok" }, { "group": { "delimiter": "parenthesis", "stream": [] } } ] } }, { "let": { "init": { "expr": { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "list_all_tools" } ] } } } } }, "pat": { "ident": { "ident": "tools" } } } }, { "expr": [ { "if": { "cond": { "let": { "expr": { "path": { "segments": [ { "ident": "tools" } ] } }, "pat": { "tuple_struct": { "elems": [ { "ident": { "ident": "tool_list" } } ], "path": { "segments": [ { "ident": "Ok" } ] } } } } }, "then_branch": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "println" } ] }, "semi_token": true, "tokens": [ { "lit": "\"Registered tools: {:?}\"" }, { "punct": { "op": ",", "spacing": "alone" } }, { "ident": "tool_list" } ] } } ] } }, false ] } ] } }, { "fn": { "attrs": [ { "meta": { "path": { "segments": [ { "ident": "test" } ] } }, "style": "outer" } ], "ident": "test_configuration_parsing", "inputs": [], "output": null, "stmts": [ { "macro": { "delimiter": "paren", "path": { "segments": [ { "ident": "assert" } ] }, "semi_token": true, "tokens": [ { "ident": "true" } ] } } ] } } ], "ident": "tests" } }, { "use": { "tree": { "path": { "ident": "crate", "tree": { "path": { "ident": "extractor", "tree": { "path": { "ident": "components", "tree": { "path": { "ident": "example", "tree": { "group": [ { "path": { "ident": "Comp1", "tree": { "ident": "register_embedding_component" } } }, { "path": { "ident": "Comp2", "tree": { "ident": "register_bert_test_component" } } }, { "path": { "ident": "Comp4", "tree": { "ident": "register_experimental_component" } } }, { "path": { "ident": "Comp5", "tree": { "ident": "register_text_processor_component" } } } ] } } } } } } } } } } }, { "fn": { "ident": "register_all_components", "inputs": [], "output": null, "stmts": [ { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "register_embedding_component" } ] } } } }, true ] }, { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "register_bert_test_component" } ] } } } }, true ] }, { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "register_experimental_component" } ] } } } }, true ] }, { "expr": [ { "call": { "args": [], "func": { "path": { "segments": [ { "ident": "register_text_processor_component" } ] } } } }, true ] } ], "vis": "pub" } } ] }, "file_path": "src\\extractor\\components\\example.rs", "summary": { "emoji_counts_in_strings": { "⚗": 1, "️": 1, "📝": 1, "🔤": 1, "🤖": 1 }, "string_literals": [ "\"core\"", "\"Embedding Generator\"", "\"🔤\"", "\"Generate embeddings for text input\"", "1", "\"Test component executed successfully\"", "\"ai_models\"", "\"BERT Inference\"", "\"🤖\"", "\"Run BERT model inference on input text\"", "\"bert_inference\"", "2", "\"BERT model predictions and confidence scores\"", "\"Test component executed successfully\"", "\"experimental\"", "\"Experimental Feature\"", "\"⚗️\"", "\"Experimental feature under development\"", "\"Test component executed successfully\"", "\"core\"", "\"Text Processor\"", "\"📝\"", "\"Process and analyze text content\"", "1", "\"Test component executed successfully\"", "\" Initialize all MCP components\"", "\"Initializing MCP system...\"", "\" Get available tools for a specific menu\"", "\" Example of manual tool invocation\"", "\"=== MCP System Demo ===\"", "\"Available core tools: {:?}\"", "\"Error getting tools: {}\"", "\"core\"", "\"Tool result: {}\"", "\"Tool invocation failed: {}\"", "\"embedding\"", "\"text\"", "\"Hello, world!\"", "\"predictions\"", "\"core\"", "\"Registered tools: {:?}\"" ], "top_level_nodes": 1, "total_nodes": 795, "type_counts": { "angle_bracketed": 11, "args": 34, "arguments": 11, "arms": 2, "async": 8, "attrs": 11, "await": 5, "base": 5, "block": 4, "body": 4, "bounds": 5, "call": 18, "cond": 1, "content": 5, "delimiter": 26, "dyn": 5, "elem": 1, "elems": 7, "expr": 23, "fn": 11, "func": 18, "group": 10, "ident": 198, "if": 1, "init": 5, "inputs": 11, "items": 1, "let": 6, "list": 5, "lit": 41, "macro": 13, "match": 2, "meta": 11, "method": 5, "method_call": 5, "mod": 5, "name_value": 3, "op": 64, "output": 11, "pat": 11, "path": 89, "punct": 64, "receiver": 5, "reference": 1, "segments": 73, "semi_token": 12, "spacing": 64, "stmts": 15, "str": 10, "stream": 8, "style": 11, "then_branch": 1, "tokens": 18, "trait": 5, "trait_object": 5, "tree": 24, "tuple": 2, "tuple_struct": 5, "ty": 1, "type": 17, "typed": 1, "use": 8, "value": 3, "vis": 8 }, "word_counts": { "1": 2, "2": 1, "a": 1, "ai_models": 1, "all": 1, "analyze": 1, "and": 2, "available": 2, "bert": 3, "bert_inference": 1, "component": 4, "components": 1, "confidence": 1, "content": 1, "core": 5, "demo": 1, "development": 1, "embedding": 2, "embeddings": 1, "error": 1, "example": 1, "executed": 4, "experimental": 3, "failed": 1, "feature": 2, "for": 2, "generate": 1, "generator": 1, "get": 1, "getting": 1, "hello": 1, "inference": 2, "initialize": 1, "initializing": 1, "input": 2, "invocation": 2, "manual": 1, "mcp": 3, "menu": 1, "model": 2, "of": 1, "on": 1, "predictions": 2, "process": 1, "processor": 1, "registered": 1, "result": 1, "run": 1, "scores": 1, "specific": 1, "successfully": 4, "system": 2, "test": 4, "text": 5, "tool": 3, "tools": 4, "under": 1, "world": 1 }, "word_emoji_counts": { "1️⃣": 2, "2️⃣": 1, "📦": 1, "🔬": 1 } }, "timestamp": 1751588254 }