├── .gitignore ├── .vscode └── settings.json ├── README.md ├── SECURITY.md └── sample_gallery ├── .DS_Store ├── database_querying ├── cosmosdb_postgresql │ ├── Tutorial.md │ ├── media │ │ ├── Create an Azure Cosmos DB account.png │ │ ├── conn_input_secrests.png │ │ ├── conn_str.png │ │ ├── conn_str_sample.png │ │ ├── flow.png │ │ ├── flow_run.png │ │ ├── flow_ui.png │ │ ├── query_sample.png │ │ ├── ui_ci.png │ │ ├── ui_custom_conn.png │ │ ├── ui_flow_conn.png │ │ ├── ui_flow_cosmos_conn.png │ │ ├── ui_output.png │ │ ├── ui_run.png │ │ ├── ui_runtime.png │ │ └── ui_view_output.png │ ├── personal_finance_recommender │ │ ├── .promptflow │ │ │ ├── flow.detail.json │ │ │ ├── flow.layout.json │ │ │ ├── flow.log │ │ │ ├── flow.tools.json │ │ │ └── flow.uihint.json │ │ ├── __pycache__ │ │ │ ├── prompt_context.cpython-39.pyc │ │ │ └── query_cosmos.cpython-39.pyc │ │ ├── advise_generator.jinja2 │ │ ├── flow.dag.yaml │ │ ├── prompt_context.py │ │ ├── query_cosmos.py │ │ └── requirements.txt │ └── source_file │ │ ├── aoai_conn.yaml │ │ ├── cosmosdb_setup.ipynb │ │ ├── custom_conn.yaml │ │ ├── data.csv │ │ └── image_build │ │ ├── Dockerfile │ │ ├── environment.yaml │ │ └── requirements.txt └── index.md ├── evaluate_semantic_kernel_planner ├── Tutorial.md ├── eval_fulfillment_ratio │ ├── .promptflow │ │ ├── flow.detail.json │ │ ├── flow.layout.json │ │ ├── flow.log │ │ ├── flow.metrics.json │ │ ├── flow.output.json │ │ ├── flow.tools.json │ │ └── flow.uihint.json │ ├── If_standard_answer.py │ ├── __pycache__ │ │ ├── If_standard_answer.cpython-39.pyc │ │ ├── aggregate.cpython-39.pyc │ │ ├── calculate_standard_answer.cpython-39.pyc │ │ ├── final_result.cpython-39.pyc │ │ └── line_process.cpython-39.pyc │ ├── aggregate.py │ ├── calculate.jinja2 │ ├── calculate_standard_answer.py │ ├── calculate_variant_1.jinja2 │ ├── final_result.py │ ├── flow.dag.yaml │ ├── flow.meta.yaml │ ├── line_process.py │ ├── requirements.txt │ └── samples.json ├── media │ ├── eval_flow_authoring.png │ ├── pf_runs_visualization.png │ ├── sk_planner_pf.png │ ├── skplanner_flow_authoring.png │ ├── skplanner_flow_runs_visualization.png │ ├── skplanner_flow_test_output.png │ ├── vsc_flow_yaml.png │ ├── vsc_flow_yaml_run.png │ ├── vsc_flow_yaml_run_batch.png │ └── vsc_run_list.png ├── sk_planner_flow │ ├── .promptflow │ │ ├── flow.detail.json │ │ ├── flow.layout.json │ │ ├── flow.log │ │ ├── flow.output.json │ │ ├── flow.tools.json │ │ └── flow.uihint.json │ ├── __pycache__ │ │ └── planner.cpython-39.pyc │ ├── flow.dag.yaml │ ├── planner.py │ ├── requirements.txt │ └── skills │ │ ├── SummarizeSkill │ │ ├── MakeAbstractReadable │ │ │ ├── config.json │ │ │ └── skprompt.txt │ │ ├── Notegen │ │ │ ├── config.json │ │ │ └── skprompt.txt │ │ ├── Summarize │ │ │ ├── config.json │ │ │ └── skprompt.txt │ │ └── Topics │ │ │ ├── config.json │ │ │ └── skprompt.txt │ │ └── WriterSkill │ │ ├── Acronym │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── AcronymGenerator │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── AcronymReverse │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── Brainstorm │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── EmailGen │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── EmailTo │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── EnglishImprover │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── NovelChapter │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── NovelChapterWithNotes │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── NovelOutline │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── Rewrite │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── ShortPoem │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── StoryGen │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── TellMeMore │ │ ├── config.json │ │ └── skprompt.txt │ │ ├── Translate │ │ ├── config.json │ │ └── skprompt.txt │ │ └── TwoSentenceSummary │ │ ├── config.json │ │ └── skprompt.txt └── source_file │ ├── .env │ ├── batch_run.yaml │ ├── data.jsonl │ ├── eval_run.yaml │ ├── requirements.txt │ └── sk_planner.py ├── golden_dataset ├── copilot-golden-dataset-creation-guidance.md └── media │ └── excel-template.png ├── local_to_cloud ├── langchain_local │ ├── chroma_db │ │ ├── chroma.sqlite3 │ │ └── e17cd960-fa1a-4572-b4fb-60c666fd15f7 │ │ │ ├── data_level0.bin │ │ │ ├── header.bin │ │ │ ├── length.bin │ │ │ └── link_lists.bin │ ├── langchain.ipynb │ ├── rag_langchain.py │ ├── testset_clean.csv │ └── testset_question_answer.csv ├── local_to_azure │ ├── .promptflow │ │ ├── groundedness │ │ │ └── flow.tools.json │ │ └── similarity │ │ │ └── flow.tools.json │ ├── __pycache__ │ │ ├── eval_paths.cpython-39.pyc │ │ ├── rag_flexflow.cpython-39.pyc │ │ └── rag_paths.cpython-39.pyc │ ├── chat_ui.png │ ├── config.json │ ├── eval │ │ ├── .promptflow │ │ │ └── groundedness │ │ │ │ └── flow.tools.json │ │ ├── __pycache__ │ │ │ ├── eval.cpython-39.pyc │ │ │ ├── evaluate.cpython-39.pyc │ │ │ └── rag_paths.cpython-39.pyc │ │ ├── evaluate.py │ │ ├── flow.flex.yaml │ │ ├── groundedness.prompty │ │ ├── init.json │ │ ├── rag_paths.py │ │ ├── requirements.txt │ │ └── similarity.prompty │ ├── eval_paths.py │ ├── rag │ │ ├── .promptflow │ │ │ └── flow.log │ │ ├── README.md │ │ ├── __pycache__ │ │ │ ├── paths.cpython-39.pyc │ │ │ └── rag_flexflow.cpython-39.pyc │ │ ├── chroma_db │ │ │ ├── a2d49070-88e6-4933-8b77-7a1f8f15aa2b │ │ │ │ ├── data_level0.bin │ │ │ │ ├── header.bin │ │ │ │ ├── length.bin │ │ │ │ └── link_lists.bin │ │ │ └── chroma.sqlite3 │ │ ├── flow.flex.yaml │ │ ├── prompt.json │ │ ├── rag_flexflow.py │ │ └── requirements.txt │ ├── rag_paths.py │ ├── sdk_azure.py │ ├── sdk_local.py │ └── testset_clean.csv ├── readme.md └── requirements.txt ├── nl2sql ├── README.MD ├── development │ ├── .gitignore │ ├── README.MD │ ├── flow.dag.yaml │ ├── generate_sql_query.jinja2 │ ├── get_table_names.py │ ├── get_table_schema.py │ ├── identify_table_llm.jinja2 │ ├── media │ │ └── flow_run_sample.png │ ├── requirements.txt │ ├── test-inputs.jsonl │ └── validate_sql_query.jinja2 └── evaluation │ ├── .gitignore │ ├── Extract_score.py │ ├── Query.py │ ├── README.md │ ├── Similarity_score.py │ ├── Vector_similarity.py │ ├── aggregate.py │ ├── data │ └── batch-samples.jsonl │ ├── evaluate_by_llms.jinja2 │ ├── exact_string_match.py │ ├── execution_accuracy.py │ ├── flow.dag.yaml │ ├── media │ └── evaluation_flow_run_sample.png │ ├── requirements.txt │ ├── sample-groundtruth-and-generated-sql.jsonl │ └── sample-groundtruth-sql.jsonl └── query_existing_vector_index ├── .DS_Store ├── Tutorial.md ├── media ├── vectordb_lookup_tool_chatflow_graph.png └── vectordb_lookup_tool_query_module.png ├── source_file ├── ACS_conn.yaml └── aoai_ozguler_02.yaml └── vectordb-lookup-simplified ├── .DS_Store ├── .promptflow ├── flow.layout.json ├── flow.tools.json ├── flow.uihint.json └── lkg_sources │ ├── Prompt_variants__Variant_0.jinja2 │ ├── Prompt_variants__Variant_1.jinja2 │ ├── Prompt_variants__Variant_2.jinja2 │ ├── answer_the_question_with_context.jinja2 │ ├── generate_prompt_context.py │ ├── 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