# Technical Document: Flowchart Analysis ## Diagram Overview The image contains three distinct flowcharts representing different algorithmic approaches: **Iterative**, **Recursive**, and **Adaptive**. Each flowchart outlines a process flow with decision points, feedback loops, and termination conditions. --- ### 1. Iterative Approach **Title**: ITERATIVE **Subtitle**: Provide more context information #### Key Components: - **Start**: `Query` (green box) - **Process**: - `Retrieve` (gray box) - `Generate` (gray box) - **Decision Point**: `Judge` (orange diamond) - **Termination Condition**: - `Max Times / Threshold` (dashed arrow feedback loop) - **End**: `Response` (green box) #### Flow Logic: ``` Query → Retrieve → Generate → Judge → (Terminate if condition met) → Response ``` --- ### 2. Recursive Approach **Title**: RECURSIVE **Subtitle**: Break down complex problems step by step #### Key Components: - **Start**: `Query` (green box) - **Process**: - `Retrieve` (gray box) - `Generate` (gray box) - **Decision Point**: `Judge` (orange diamond) - **Recursive Step**: - `Query Transformation / Decomposition` (dashed arrow feedback loop) - **Termination Condition**: - `Max Depth (Tree) / Threshold` (dashed arrow feedback loop) - **End**: `Response` (green box) #### Flow Logic: ``` Query → Retrieve → Generate → Judge → (Transform/Decompose Query) → Response ``` --- ### 3. Adaptive Approach **Title**: ADAPTIVE **Subtitle**: Flexible and active control of retrieval and generation #### Key Components: - **Start**: `Query` (green box) - **Process**: - `Retrieve On Demand` (dashed arrow feedback loop) - `Generate` (gray box) - **Decision Point**: `Judge` (orange diamond) - **Special Termination Condition**: - `Generate Special Token / Threshold` (dashed arrow feedback loop) - **End**: `Response` (green box) #### Flow Logic: ``` Query → Retrieve On Demand → Generate → Judge → (Generate Special Token if condition met) → Response ``` --- ### Common Elements Across All Diagrams: 1. **Color Coding**: - **Green Boxes**: Input/Output steps (`Query`, `Response`) - **Gray Boxes**: Core processing steps (`Retrieve`, `Generate`) - **Orange Diamonds**: Decision points (`Judge`) 2. **Feedback Loops**: - Dashed arrows indicate iterative/recursive/conditional repetition. 3. **Termination Conditions**: - Explicit thresholds or maximum iterations/depths govern process exit. --- ### Summary Table | Approach | Key Feature | Termination Condition | |-------------|--------------------------------------|-------------------------------------| | Iterative | Fixed iteration count | `Max Times / Threshold` | | Recursive | Query decomposition | `Max Depth (Tree) / Threshold` | | Adaptive | On-demand retrieval | `Generate Special Token / Threshold`| --- ### Notes: - All diagrams emphasize **contextual control** through feedback loops. - The **Adaptive** approach introduces dynamic token generation for specialized termination. - **Recursive** and **Iterative** share structural similarities but differ in decomposition vs. repetition logic.