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fix(17391): Lab17 -- le schema passe en Mermaid, l'attribution DS-STAR corrigee #19873

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myia-ai-01 merged 1 commit into from
Oct 8, 2026
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fix(17391): Lab17 -- le schema passe en Mermaid, l'attribution DS-STAR corrigee #19873

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15 changes: 12 additions & 3 deletions ...books/ML/DataScienceWithAgents/Track2-GoogleADK/Day7-Production/Lab17-Final-Project.ipynb
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"\n",
"## Architecture Complète\n",
"\n",
"```mermaid\n",
"flowchart TD\n",
" F[Fichiers CSV / JSON] --> A[FileAnalyzer déterministe]\n",
" A --> P[Planner Agent ADK]\n",
" P --> C[Coder Agent ADK]\n",
" C --> E[Executor Pandas local]\n",
" E --> V[Verifier Agent ADK]\n",
" V -->|SUCCESS| R[Reporter Agent ADK]\n",
" V -->|NEEDS_REFINEMENT ou FAILED| P\n",
"```\n",
"Fichiers CSV/JSON --> FileAnalyzer --> Planner --> Coder --> Executor --> Verifier --> Reporter\n",
"```"
"\n",
"Le Verifier renvoie `SUCCESS` (la boucle s'arrête), `NEEDS_REFINEMENT` (le contexte est enrichi de la sortie précédente et le Planner est rappelé) ou `FAILED` quand l'exécution a échoué. La boucle est bornée par `max_iterations`, et le Reporter clôt le pipeline."
]
},
{
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"## 3. Modules DS-STAR (agents ADK)\n",
"\n",
"Ce projet final integre le pipeline **DS-STAR** complet (FileAnalyzer -> Planner -> Coder ->\n",
"Executor -> Verifier -> Reporter) tel que défini par Guo et al. (2025) : un système multi-agent\n",
"Executor -> Verifier -> Reporter) tel que défini par Nam et al. (2025) : un système multi-agent\n",
"qui decompose un problème de data science, genere et execute du code en sandbox, puis valide les\n",
"résultats avant de produire un rapport. Ce lab orchestre l'**integration end-to-end** de tous les\n",
"composants, par opposition a l'étude d'un composant isole (cf. Lab 10 sur le FileAnalyzer).\n",
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