| <svg viewBox="0 0 720 360" xmlns="http://www.w3.org/2000/svg" role="img" aria-label="The agentic loop: call the LLM, parse code, execute via tools, observe, repeat until final_answer()."> |
| <defs> |
| <style> |
| text { font-family: 'JetBrains Mono', 'Fira Code', 'SF Mono', Consolas, monospace; } |
| .title { font-size: 14px; fill: #c9d1d9; font-weight: 700; } |
| .step { font-size: 12px; fill: #c9d1d9; font-weight: 700; } |
| .dim { font-size: 10px; fill: #8b949e; } |
| .out { font-size: 10px; fill: #c9d1d9; } |
| .panel { fill: #161b22; stroke: #30363d; stroke-width: 1; } |
| .center { fill: #1f2937; stroke: #58a6ff; stroke-width: 1.5; } |
| .flow { stroke: #30363d; stroke-width: 1.5; fill: none; } |
| .exit { stroke: #3fb950; stroke-width: 1.5; fill: none; stroke-dasharray: 4 3; } |
| </style> |
| <marker id="a" markerWidth="9" markerHeight="9" refX="7" refY="4" orient="auto"> |
| <path d="M0,0 L8,4 L0,8 z" fill="#30363d"/> |
| </marker> |
| <marker id="ag" markerWidth="9" markerHeight="9" refX="7" refY="4" orient="auto"> |
| <path d="M0,0 L8,4 L0,8 z" fill="#3fb950"/> |
| </marker> |
| </defs> |
|
|
| <rect width="720" height="360" fill="#0d1117"/> |
|
|
| <text x="30" y="32" class="title">The agentic loop</text> |
| <text x="30" y="50" class="dim">Up to MAX_STEPS iterations. Errors become observations; the agent adapts.</text> |
|
|
| |
| <rect class="center" x="290" y="150" width="140" height="60" rx="30"/> |
| <text x="320" y="178" class="step">Call LLM</text> |
| <text x="304" y="195" class="dim">history → next code</text> |
|
|
| |
| <rect class="panel" x="280" y="60" width="160" height="50" rx="6"/> |
| <text x="312" y="84" class="step">User prompt</text> |
| <text x="298" y="100" class="dim">+ system + history</text> |
| <path d="M 360 110 L 360 148" class="flow" marker-end="url(#a)"/> |
|
|
| |
| <rect class="panel" x="490" y="150" width="170" height="60" rx="6"/> |
| <text x="518" y="174" class="step">Parse output</text> |
| <text x="502" y="190" class="dim">extract Python block</text> |
| <text x="502" y="202" class="dim">restricted globals</text> |
| <path d="M 432 180 L 488 180" class="flow" marker-end="url(#a)"/> |
|
|
| |
| <rect class="panel" x="290" y="245" width="140" height="80" rx="6"/> |
| <text x="316" y="266" class="step">Execute</text> |
| <text x="304" y="282" class="dim">list_dir · read_file</text> |
| <text x="304" y="296" class="dim">exec_cmd · write_file</text> |
| <text x="304" y="312" class="dim">+ safe_path / allowlist</text> |
| <path d="M 575 212 C 575 250 470 250 432 282" class="flow" marker-end="url(#a)"/> |
|
|
| |
| <rect class="panel" x="60" y="150" width="170" height="60" rx="6"/> |
| <text x="86" y="174" class="step">Observation</text> |
| <text x="74" y="190" class="dim">stdout / stderr / error</text> |
| <text x="74" y="202" class="dim">appended to history</text> |
| <path d="M 290 282 C 220 282 150 250 150 212" class="flow" marker-end="url(#a)"/> |
| <path d="M 230 180 L 288 180" class="flow" marker-end="url(#a)"/> |
|
|
| |
| <text x="546" y="276" class="dim">if final_answer()</text> |
| <path d="M 430 285 C 540 285 600 285 660 285" class="exit" marker-end="url(#ag)"/> |
| <text x="630" y="305" class="step" fill="#3fb950">return</text> |
| </svg> |
|
|
