graph TD
%% Start of Pipeline
%% Node 1: Question Generator
A1[Input: Raw Data]
A2[Question Generator]
A1 --> A2
A2 --> |Prompt:
"Analyze the following data: ${input_data}\n
Assess the context: ${context}\n
User intent: ${user_intent}\n
Generate synthetic and relevant questions.\n
Apply a fallback for insufficient inputs."| A3[Generated questions]
%% Intermediate Logic Supervision
A3 --> A4[Intermediate Logic Supervision]
A4 --> |Prompt:
"Verify the following questions: ${generated_questions}\n
Against the initial input: ${input_data}\n
Produces: Validated questions.\n
Ensure the questions align with the user's intent.\n
Apply automatic corrections if necessary."| A5[Validated questions]
%% Node 2: Responder
A5 --> A6[Responder]
A6 --> |Prompt:
"Question: ${question}\n
Context: ${context}\n
Available sources: ${data_sources}\n
Provide concise and semantically consistent answers.\n
Activate a fallback in case of data scarcity."| A7[Provided answers]
%% Logical and Semantic Supervision
A7 --> A8[Logical and Semantic Supervision]
A8 --> |Prompt:
"Verify the answers: ${provided_answers}\n
Context: ${context}\n
Initial input: ${initial_input}\n
Produces: Validated answers.\n
Ensure the answers are consistent with the context and report any discrepancies in a detailed report."| A9[Validated answers]
%% Node 3: Synthesis
A9 --> A10[Synthesis]
A10 --> |Prompt:
"Input: ${questions}, ${answers}\n
General context: ${global_context}\n
Synthesize the answers maintaining coherence and reducing redundancies.\n
Ensure the output is clear and concise."| A11[Synthesized answers]
%% Synthesis Optimization
A11 --> A12[Synthesis Optimization]
A12 --> |Prompt:
"Verify the synthesis: ${synthesis}\n
Identify and eliminate any redundancies.\n
Enhance clarity and coherence of the output.\n
Provide an optimized synthesis."| A13[Optimized synthesis]
%% Node 4: Continuous Logical Recognition
A13 --> A14[Continuous Logical Recognition]
A14 --> |Prompt:
"Monitor the flow performance.\n
Analyze: ${initial_input}, ${generated_questions}, ${provided_answers}, ${final_synthesis}\n
Identify bottlenecks or inefficiencies.\n
Provide continuous feedback for system optimization."| A15[Continuous feedback]
%% Node 5: Logical Supervisor
A15 --> A16[Logical Supervisor]
A16 --> |Prompt:
"Update logical rules in real-time based on received feedback.\n
Considers: ${process_feedback}\n
Guide the system according to defined rules.\n
Ensure the system maintains consistency and efficiency.\n
Initially, a human supervisor verifies the actions of the Logical Supervisor."| A17[Adaptation according to fundamental principles]
%% Final Output
A17 --> A18[Optimized final output]
%% End of Pipeline