├── .gitignore ├── Chapter-04-Azure-OpenAI-Environment-Setup └── Section-04-Playground │ ├── Text │ └── 「システムメッセージ」のプロンプト入力例.txt │ └── python │ ├── Playground_Copywriter.ipynb │ └── Playground_Copywriter.py ├── Chapter-05-Azure-OpenAI-Tools-and-Techniques ├── Section-03-Azure-AI-Search │ └── python │ │ ├── 5.3.5.Text-Search │ │ ├── CreateIndex.py │ │ ├── DocumentSearch.py │ │ └── UploadDocument.py │ │ ├── 5.3.6.Vector-Search │ │ ├── CreateIndex-Vector.py │ │ ├── DocumentSearch-Vector-Hybrid.py │ │ ├── DocumentSearch-Vector.py │ │ └── UploadDocument-Vector.py │ │ └── 5.3.7.Semantic-Search │ │ ├── CreateIndex-Semantic.py │ │ ├── DocumentSearch-Semantic-Hybrid.py │ │ ├── DocumentSearch-Semantic.py │ │ └── UploadDocument-Semantic.py ├── Section-04-Grounding-RAG │ └── python │ │ └── rag-demo.py ├── Section-06-LangChain │ ├── Text │ │ └── long_text.txt │ └── python │ │ ├── LangChainAzureOpenaiSample.py │ │ ├── LangChainCognitiveSearchSample.py │ │ ├── LangChainLLMChainSample.py │ │ ├── LangChainOutputParserSample.py │ │ ├── LangChainOutputParserSample2.py │ │ ├── LangChainPluginRunSample.py │ │ └── LangChainPromptTemplateSample.py ├── Section-07-Semantic-Kernel │ ├── CSharp │ │ ├── .gitignore │ │ └── cs_plugin_demo │ │ │ ├── Program.cs │ │ │ └── cs_plugin_demo.csproj │ └── python │ │ ├── NativeFunctionSample.py │ │ ├── PlannerSample.py │ │ └── SemanticFunctionSample.py ├── Section-08-Function-Calling │ └── python │ │ └── function_calling_sample.py ├── Section-09-Prompt-Flow │ ├── CSV │ │ └── kokoro_test_questions.csv │ └── Text │ │ └── コード5.9.4 Jinja2で書かれた置き換えるプロンプト.txt ├── Section-10-Plugin-Development │ ├── .well-known │ │ └── ai-plugin.json │ ├── app.py │ └── openapi.yaml ├── Section-11-Fine-Tuning │ ├── jsonl │ │ ├── training_set.jsonl │ │ └── validation_set.jsonl │ └── python │ │ ├── 5-11-1_check-jsonl.py │ │ ├── 5-11-2_check-token.py │ │ ├── 5-11-3_file-upload.py │ │ ├── 5-11-4_start-finetune.py │ │ ├── 5-11-5_grid-search.py │ │ ├── 5-11-6_random-search.py │ │ 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