├── .devcontainer ├── Dockerfile ├── devcontainer.json └── docker-compose.devcontainer.yml ├── .dockerignore ├── .github ├── BRANCH_PROTECTION.md ├── BRANCH_PROTECTION_CHECKLIST.md ├── CODEOWNERS ├── instructions │ └── MSLearn.instructions.md └── workflows │ └── add-to-project.yml ├── .gitignore ├── .vscode ├── mcp.json └── settings.json ├── AGENTS.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── LICENSE-DOCS ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── Skilling-Challenges.md ├── Skilling-Plan-on-Learn.md ├── Skilling-Reactor.md ├── data ├── Place data for your session into this folder ├── database │ ├── README.md │ ├── README_query_by_description.md │ ├── RLS_USER_GUIDE.md │ ├── add_description_embeddings.py │ ├── add_image_embeddings.py │ ├── add_product.py │ ├── count_products.py │ ├── format_embeddings.py │ ├── generate_skus.py │ ├── generate_zava_postgres.py │ ├── image_generation.py │ ├── product_data.json │ ├── query_by_description.py │ ├── reference_data.json │ └── row_level_security_guide.md ├── requirements.txt ├── zava_products_catalog.json └── zava_retail_2025_07_21_postgres_rls.backup ├── docker-compose.yml ├── img ├── Banner-ignite-25.png ├── Learn-mcp-allow.png ├── add-tool.png ├── add_model.png ├── agent-basic-information.png ├── agent-builder.png ├── agent-variables.png ├── azure_login_popup.png ├── codespace_layout.png ├── confirm_opening_vscode.png ├── create_codespace.png ├── demo-living-room.png ├── deselect-all-tools.png ├── evaluation-table.png ├── expand_model_catalog_view.png ├── file_attachment_icon.png ├── filter_options.png ├── generate-agent-instruction.png ├── generate-data.png ├── ghcp-ask-mode.png ├── github_repo_banner.png ├── github_signup.png ├── image_attachment.png ├── image_file_path.png ├── import-dataset.png ├── installed_extensions.png ├── manual-evaluation.png ├── model_catalog.png ├── model_collection.png ├── model_comparison.png ├── model_playground.png ├── open_codespaces_vscode.png ├── open_in_vscode.png ├── redirect_back_to_vscode.png ├── run-eval.png ├── select_azure_model.png ├── select_project.png ├── select_this_model.png ├── set_default_project.png ├── set_up_copilot.png ├── start-mcp-server.png ├── start-zava-mcp-server.png ├── suggested_file_context.png ├── system_prompt.png ├── test_the_model.png ├── toggle-chat.png ├── token_usage.png ├── tool-call.png ├── try_in_playground.png ├── uploading_grounding_data_file.png ├── view-code.png ├── view_all.png ├── vm_login_credentials.png └── yes-run-tool.png ├── lab ├── instructions │ ├── 00_Introduction.md │ ├── 01_Get_Started.md │ ├── 02_Model_Selection.md │ ├── 03_Model_Augmentation.md │ ├── 04_Agent_Building.md │ ├── 05_Migrate_to_Code.md │ ├── 06_Bonus_Evaluations.md │ └── 07_Summary.md └── script │ └── Lab512-arm-template.json ├── mkdocs.yml ├── requirements-dev.txt ├── scripts └── init-db.sh └── src └── python ├── mcp_server ├── customer_sales │ ├── README.md │ ├── customer_sales.py │ ├── customer_sales_postgres.py │ ├── customer_sales_semantic_search.py │ └── customer_sales_semantic_search_text_embeddings.py └── sales_analysis │ ├── README.md │ ├── sales_analysis.py │ └── sales_analysis_postgres.py └── requirements.txt /.devcontainer/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.devcontainer/Dockerfile -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.devcontainer/docker-compose.devcontainer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.devcontainer/docker-compose.devcontainer.yml -------------------------------------------------------------------------------- /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.dockerignore -------------------------------------------------------------------------------- /.github/BRANCH_PROTECTION.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.github/BRANCH_PROTECTION.md -------------------------------------------------------------------------------- /.github/BRANCH_PROTECTION_CHECKLIST.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.github/BRANCH_PROTECTION_CHECKLIST.md -------------------------------------------------------------------------------- /.github/CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.github/CODEOWNERS -------------------------------------------------------------------------------- /.github/instructions/MSLearn.instructions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.github/instructions/MSLearn.instructions.md -------------------------------------------------------------------------------- /.github/workflows/add-to-project.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.github/workflows/add-to-project.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/mcp.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.vscode/mcp.json -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /AGENTS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/AGENTS.md -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/LICENSE -------------------------------------------------------------------------------- /LICENSE-DOCS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/LICENSE-DOCS -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/SECURITY.md -------------------------------------------------------------------------------- /SUPPORT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/SUPPORT.md -------------------------------------------------------------------------------- /Skilling-Challenges.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/Skilling-Challenges.md -------------------------------------------------------------------------------- /Skilling-Plan-on-Learn.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/Skilling-Plan-on-Learn.md -------------------------------------------------------------------------------- /Skilling-Reactor.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/Skilling-Reactor.md -------------------------------------------------------------------------------- /data/Place data for your session into this folder: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/database/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/README.md -------------------------------------------------------------------------------- /data/database/README_query_by_description.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/README_query_by_description.md -------------------------------------------------------------------------------- /data/database/RLS_USER_GUIDE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/RLS_USER_GUIDE.md -------------------------------------------------------------------------------- /data/database/add_description_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/add_description_embeddings.py -------------------------------------------------------------------------------- /data/database/add_image_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/add_image_embeddings.py -------------------------------------------------------------------------------- /data/database/add_product.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/add_product.py -------------------------------------------------------------------------------- /data/database/count_products.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/count_products.py -------------------------------------------------------------------------------- /data/database/format_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/format_embeddings.py -------------------------------------------------------------------------------- /data/database/generate_skus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/generate_skus.py -------------------------------------------------------------------------------- /data/database/generate_zava_postgres.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/generate_zava_postgres.py -------------------------------------------------------------------------------- /data/database/image_generation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/image_generation.py -------------------------------------------------------------------------------- /data/database/product_data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/product_data.json -------------------------------------------------------------------------------- /data/database/query_by_description.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/query_by_description.py -------------------------------------------------------------------------------- /data/database/reference_data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/reference_data.json -------------------------------------------------------------------------------- /data/database/row_level_security_guide.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/database/row_level_security_guide.md -------------------------------------------------------------------------------- /data/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/requirements.txt -------------------------------------------------------------------------------- /data/zava_products_catalog.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/zava_products_catalog.json -------------------------------------------------------------------------------- /data/zava_retail_2025_07_21_postgres_rls.backup: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/data/zava_retail_2025_07_21_postgres_rls.backup -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/docker-compose.yml -------------------------------------------------------------------------------- /img/Banner-ignite-25.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/Banner-ignite-25.png -------------------------------------------------------------------------------- /img/Learn-mcp-allow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/Learn-mcp-allow.png -------------------------------------------------------------------------------- /img/add-tool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/add-tool.png -------------------------------------------------------------------------------- /img/add_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/add_model.png -------------------------------------------------------------------------------- /img/agent-basic-information.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/agent-basic-information.png -------------------------------------------------------------------------------- /img/agent-builder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/agent-builder.png -------------------------------------------------------------------------------- /img/agent-variables.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/agent-variables.png -------------------------------------------------------------------------------- /img/azure_login_popup.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/azure_login_popup.png -------------------------------------------------------------------------------- /img/codespace_layout.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/codespace_layout.png -------------------------------------------------------------------------------- /img/confirm_opening_vscode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/confirm_opening_vscode.png -------------------------------------------------------------------------------- /img/create_codespace.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/create_codespace.png -------------------------------------------------------------------------------- /img/demo-living-room.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/demo-living-room.png -------------------------------------------------------------------------------- /img/deselect-all-tools.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/deselect-all-tools.png -------------------------------------------------------------------------------- /img/evaluation-table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/evaluation-table.png -------------------------------------------------------------------------------- /img/expand_model_catalog_view.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/expand_model_catalog_view.png -------------------------------------------------------------------------------- /img/file_attachment_icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/file_attachment_icon.png -------------------------------------------------------------------------------- /img/filter_options.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/filter_options.png -------------------------------------------------------------------------------- /img/generate-agent-instruction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/generate-agent-instruction.png -------------------------------------------------------------------------------- /img/generate-data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/generate-data.png -------------------------------------------------------------------------------- /img/ghcp-ask-mode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/ghcp-ask-mode.png -------------------------------------------------------------------------------- /img/github_repo_banner.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/github_repo_banner.png -------------------------------------------------------------------------------- /img/github_signup.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/github_signup.png -------------------------------------------------------------------------------- /img/image_attachment.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/image_attachment.png -------------------------------------------------------------------------------- /img/image_file_path.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/image_file_path.png -------------------------------------------------------------------------------- /img/import-dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/import-dataset.png -------------------------------------------------------------------------------- /img/installed_extensions.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/installed_extensions.png -------------------------------------------------------------------------------- /img/manual-evaluation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/manual-evaluation.png -------------------------------------------------------------------------------- /img/model_catalog.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/model_catalog.png -------------------------------------------------------------------------------- /img/model_collection.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/model_collection.png -------------------------------------------------------------------------------- /img/model_comparison.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/model_comparison.png -------------------------------------------------------------------------------- /img/model_playground.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/model_playground.png -------------------------------------------------------------------------------- /img/open_codespaces_vscode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/open_codespaces_vscode.png -------------------------------------------------------------------------------- /img/open_in_vscode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/open_in_vscode.png -------------------------------------------------------------------------------- /img/redirect_back_to_vscode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/redirect_back_to_vscode.png -------------------------------------------------------------------------------- /img/run-eval.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/run-eval.png -------------------------------------------------------------------------------- /img/select_azure_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/select_azure_model.png -------------------------------------------------------------------------------- /img/select_project.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/select_project.png -------------------------------------------------------------------------------- /img/select_this_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/select_this_model.png -------------------------------------------------------------------------------- /img/set_default_project.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/set_default_project.png -------------------------------------------------------------------------------- /img/set_up_copilot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/set_up_copilot.png -------------------------------------------------------------------------------- /img/start-mcp-server.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/start-mcp-server.png -------------------------------------------------------------------------------- /img/start-zava-mcp-server.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/start-zava-mcp-server.png -------------------------------------------------------------------------------- /img/suggested_file_context.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/suggested_file_context.png -------------------------------------------------------------------------------- /img/system_prompt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/system_prompt.png -------------------------------------------------------------------------------- /img/test_the_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/test_the_model.png -------------------------------------------------------------------------------- /img/toggle-chat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/toggle-chat.png -------------------------------------------------------------------------------- /img/token_usage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/token_usage.png -------------------------------------------------------------------------------- /img/tool-call.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/tool-call.png -------------------------------------------------------------------------------- /img/try_in_playground.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/try_in_playground.png -------------------------------------------------------------------------------- /img/uploading_grounding_data_file.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/uploading_grounding_data_file.png -------------------------------------------------------------------------------- /img/view-code.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/view-code.png -------------------------------------------------------------------------------- /img/view_all.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/view_all.png -------------------------------------------------------------------------------- /img/vm_login_credentials.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/vm_login_credentials.png -------------------------------------------------------------------------------- /img/yes-run-tool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/img/yes-run-tool.png -------------------------------------------------------------------------------- /lab/instructions/00_Introduction.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/00_Introduction.md -------------------------------------------------------------------------------- /lab/instructions/01_Get_Started.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/01_Get_Started.md -------------------------------------------------------------------------------- /lab/instructions/02_Model_Selection.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/02_Model_Selection.md -------------------------------------------------------------------------------- /lab/instructions/03_Model_Augmentation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/03_Model_Augmentation.md -------------------------------------------------------------------------------- /lab/instructions/04_Agent_Building.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/04_Agent_Building.md -------------------------------------------------------------------------------- /lab/instructions/05_Migrate_to_Code.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/05_Migrate_to_Code.md -------------------------------------------------------------------------------- /lab/instructions/06_Bonus_Evaluations.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/06_Bonus_Evaluations.md -------------------------------------------------------------------------------- /lab/instructions/07_Summary.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/instructions/07_Summary.md -------------------------------------------------------------------------------- /lab/script/Lab512-arm-template.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/lab/script/Lab512-arm-template.json -------------------------------------------------------------------------------- /mkdocs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/mkdocs.yml -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- 1 | -r src/python/requirements.txt 2 | -------------------------------------------------------------------------------- /scripts/init-db.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/scripts/init-db.sh -------------------------------------------------------------------------------- /src/python/mcp_server/customer_sales/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/customer_sales/README.md -------------------------------------------------------------------------------- /src/python/mcp_server/customer_sales/customer_sales.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/customer_sales/customer_sales.py -------------------------------------------------------------------------------- /src/python/mcp_server/customer_sales/customer_sales_postgres.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/customer_sales/customer_sales_postgres.py -------------------------------------------------------------------------------- /src/python/mcp_server/customer_sales/customer_sales_semantic_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/customer_sales/customer_sales_semantic_search.py -------------------------------------------------------------------------------- /src/python/mcp_server/customer_sales/customer_sales_semantic_search_text_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/customer_sales/customer_sales_semantic_search_text_embeddings.py -------------------------------------------------------------------------------- /src/python/mcp_server/sales_analysis/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/sales_analysis/README.md -------------------------------------------------------------------------------- /src/python/mcp_server/sales_analysis/sales_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/sales_analysis/sales_analysis.py -------------------------------------------------------------------------------- /src/python/mcp_server/sales_analysis/sales_analysis_postgres.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/mcp_server/sales_analysis/sales_analysis_postgres.py -------------------------------------------------------------------------------- /src/python/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/ignite25-LAB512-prototyping-multimodal-agents-with-microsoft-foundry-and-the-ai-toolkit/HEAD/src/python/requirements.txt --------------------------------------------------------------------------------