├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── Llama-3.2-Custom-Model-Import ├── Llama-3.2-vision-finetuning-for-Bedrock-with_SageMaker .ipynb ├── Llama3_finetuning_bedrock.png ├── Llama3_finetuning_sagemaker_pipeline.ipynb ├── __pycache__ │ ├── iam_role_helper.cpython-311.pyc │ └── utils.cpython-311.pyc ├── dataset │ ├── dummy_file.txt │ └── train.jsonl ├── iam_role_helper.py ├── scripts │ ├── evaluation │ │ ├── __init__.py │ │ ├── bootstrap.sh │ │ ├── evaluate.py │ │ └── requirements.txt │ ├── lambda │ │ ├── __init__ │ │ ├── bedrock_model_import.py │ │ └── requirements.txt │ ├── preprocessing │ │ ├── __init__.py │ │ └── preprocess.py │ ├── requirements.txt │ ├── train_fsdp_lora.py │ └── training │ │ ├── __init__.py │ │ ├── requirements.txt │ │ └── train_fsdp_lora.py └── utils.py ├── MCP └── financial-mcp-llama4-strands │ ├── README.md │ ├── config.py │ ├── finance_coordinator_agent.py │ ├── gradio_app.py │ ├── requirements.txt │ ├── s3_utils.py │ ├── server.py │ └── server_configs.py ├── NIM-samples └── llama3_70B_nim_NVIDIA (1).ipynb ├── RAG-recipes ├── RAG-on-neuron │ └── llama3-neuron-rag-langchain-application.ipynb ├── llama3-rag-langchain-application.ipynb ├── llama3-rag-langchain-smjs.ipynb └── requirements.txt ├── README.md ├── advanced_prompting ├── llama3-advanced-prompting │ ├── Amazon Bedrock │ │ ├── README.md │ │ └── advanced-prompting-llama-3.ipynb │ └── img │ │ └── bedrock-model-access.png └── llama4-advanced-prompting │ └── Amazon Bedrock │ └── advanced-prompting-llama-4.ipynb ├── agents └── strands │ ├── Bedrock │ ├── doc_processing │ │ ├── Doc_processer.ipynb │ │ ├── Receipt_images │ │ │ ├── Taxi1.pdfpage_0.png │ │ │ ├── hotel.pdfpage_0.png │ │ │ ├── meal1.pdfpage_0.png │ │ │ ├── meal2.pdfpage_0.png │ │ │ ├── taxi2.pdfpage_0.png │ │ │ └── ticket_invoice.pdfpage_0.png │ │ ├── images │ │ │ ├── Agent_workshop.png │ │ │ ├── configure.png │ │ │ ├── invoke.png │ │ │ ├── launch_1.png │ │ │ └── launch_2.png │ │ ├── requirements.txt │ │ └── src │ │ │ ├── __init__.py │ │ │ ├── cur_convert.py │ │ │ ├── main_AgentCore.py │ │ │ ├── main_local.py │ │ │ ├── ocr_agent.py │ │ │ ├── policy_checker.py │ │ │ ├── structured_out.py │ │ │ └── travel_policy.txt │ └── multi-agent-video-processing │ │ ├── README.md │ │ ├── agentic_video_processing_with_llama_4.ipynb │ │ ├── c_temporal_analysis_agent.py │ │ ├── gradio_app.py │ │ ├── llama4_coordinator_agent.py │ │ ├── requirements.txt │ │ ├── retrieve_json.py │ │ ├── s3_frame_extraction_agent.py │ │ ├── s_visual_analysis_agent.py │ │ └── summary_generation_agent.py │ ├── customer-support-assistant │ ├── .dockerignore │ ├── README.md │ ├── __init__.py │ ├── agent_config │ │ ├── __init__.py │ │ ├── access_token.py │ │ ├── agent.py │ │ ├── agent_task.py │ │ ├── context.py │ │ ├── memory_hook_provider.py │ │ ├── streaming_queue.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ └── google.py │ │ └── utils.py │ ├── app.py │ ├── app_modules │ │ ├── __init__.py │ │ ├── auth.py │ │ ├── chat.py │ │ ├── main.py │ │ ├── styles.py │ │ └── utils.py │ ├── dev-requirements.txt │ ├── images │ │ ├── code.png │ │ ├── customer_support_agent.png │ │ └── runtime_configure.png │ ├── main.py │ ├── prerequisite │ │ ├── cognito.yaml │ │ ├── google_oauth_setup.md │ │ ├── infrastructure.yaml │ │ ├── knowledge_base.py │ │ ├── lambda │ │ │ ├── __init__.py │ │ │ ├── api_spec.json │ │ │ └── python │ │ │ │ ├── __init__.py │ │ │ │ ├── check_warranty.py │ │ │ │ ├── get_customer_profile.py │ │ │ │ └── lambda_function.py │ │ ├── ollama-ec2.yaml │ │ ├── policies │ │ │ ├── customer_support_policies.txt │ │ │ ├── gaming_console_pro_manual.txt │ │ │ ├── laptop_ultra_15_6_manual.txt │ │ │ ├── smart_watch_series_x_manual.txt │ │ │ ├── smartphone_pro_max_128gb_manual.txt │ │ │ ├── warranty_support_guidelines.txt │ │ │ └── wireless_headphones_elite_manual.txt │ │ └── prereqs_config.yaml │ ├── requirements.txt │ ├── scripts │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── utils.cpython-313.pyc │ │ ├── agentcore_agent_runtime.py │ │ ├── agentcore_gateway.py │ │ ├── agentcore_memory.py │ │ ├── cleanup.sh │ │ ├── cleanup_agentcore.py │ │ ├── cognito_credentials_provider.py │ │ ├── find_subnets.py │ │ ├── google_credentials_provider.py │ │ ├── list_ssm_parameters.sh │ │ ├── prereq.sh │ │ └── utils.py │ └── test │ │ ├── __init__.py │ │ ├── test_agent.py │ │ ├── test_agent_local.py │ │ ├── test_gateway.py │ │ ├── test_google_tool.py │ │ ├── test_memory.py │ │ └── utils.py │ ├── text-to-python-ide │ ├── .env │ ├── .env.example │ ├── PROJECT_STRUCTURE.md │ ├── README.md │ ├── backend │ │ └── main.py │ ├── cleanup.sh │ ├── docs │ │ ├── ARCHITECTURE.md │ │ ├── EDITEDCODE_FIX_SUMMARY.md │ │ ├── ESLINT_FIXES.md │ │ ├── EXECUTION_RESULT_FIX_SUMMARY.md │ │ ├── FINAL_FIX_SUMMARY.md │ │ ├── IMPLEMENTATION_SUMMARY.md │ │ ├── INFERENCE_PROFILE_UPDATE.md │ │ ├── MODEL_UPDATE_SUMMARY.md │ │ ├── OVERVIEW.md │ │ ├── SETUP.md │ │ └── STARTUP_FIXES.md │ ├── frontend │ │ ├── .eslintrc.json │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── public │ │ │ └── index.html │ │ └── src │ │ │ ├── App.js │ │ │ ├── App.js.backup │ │ │ ├── components │ │ │ ├── CodeDisplay.js │ │ │ ├── CodeEditor.js │ │ │ ├── CsvUploadModal.js │ │ │ ├── ExecutionResults.js │ │ │ ├── ExecutionTimer.js │ │ │ ├── ImageDisplay.js │ │ │ ├── InteractiveExecutionModal.js │ │ │ └── SessionHistory.js │ │ │ ├── index.js │ │ │ └── services │ │ │ └── api.js │ ├── img │ │ └── text2pythonIDE.png │ ├── requirements.txt │ ├── setup.sh │ ├── start.sh │ ├── start_manual.sh │ ├── test_datasets │ │ └── test.csv │ └── tests │ │ ├── automated_e2e_test.py │ │ ├── run_all_tests.py │ │ ├── test_agentcore.py │ │ ├── test_agentcore_integration.py │ │ ├── test_aws_auth.py │ │ ├── test_model_fallback.py │ │ ├── test_strands.py │ │ └── verify_setup.py │ └── videos │ └── buglifeflik.mp4 ├── converse-api-samples └── OpenAI-Prompt-Migration.ipynb ├── distillation ├── .DS_Store ├── llama-3.1-405B │ ├── .DS_Store │ └── Amazon SageMaker │ │ ├── README.md │ │ ├── faq-synthetic-data-generation-llama3.1-405b.ipynb │ │ ├── imgs │ │ └── jumpstart-overview-img1.png │ │ ├── synthetic-data-generation-llama3.1-405b.ipynb │ │ └── template.json └── llama-3.2-90B │ ├── .DS_Store │ └── Amazon Bedrock │ ├── Llama-3.2-ocr-distillation.ipynb │ ├── fine-tune-llama-3.2.ipynb │ └── img │ ├── 401.png │ ├── clothing-1-large.jpg │ ├── clothing-1.jpg │ ├── geometry.png │ ├── interior-3.png │ ├── llama32vision.jpeg │ ├── screenshot.png │ ├── slide-1.png │ ├── slide-3.png │ ├── synth-data-1.png │ ├── synth-data-2.jpg │ └── synth-data-3.jpg ├── document-processing └── llama-4-scout │ └── Amazon-SageMaker │ ├── README.md │ ├── document_parsers.py │ ├── document_processor.py │ ├── intelligent_document_architecture.png │ ├── llama-4-document-processing.ipynb │ ├── llm_providers.py │ ├── main.py │ ├── models.py │ ├── requirements.txt │ ├── run_dev.py │ ├── simple_workflow.py │ └── templates │ └── index.html ├── fine-tuning ├── .DS_Store ├── GRPO │ └── llama-3.1-8B │ │ └── Amazon SageMaker │ │ ├── GRPO_Llama_3.1.ipynb │ │ └── src │ │ ├── config.yaml │ │ ├── grpo_train.py │ │ └── requirements.txt ├── llama-3-8B │ ├── .DS_Store │ └── Amazon SageMaker │ │ ├── .DS_Store │ │ └── llama-3-finetuning.ipynb ├── llama-3.2-11B │ ├── .DS_Store │ └── Amazon SageMaker │ │ ├── .DS_Store │ │ ├── sagemaker-jumpstart │ │ └── fine-tune-llama-3.2 (2).ipynb │ │ └── sagemaker-pipeline │ │ ├── Llama-3.2-vision-finetuning-for-Bedrock-with_SageMaker .ipynb │ │ ├── Llama3_finetuning_bedrock.png │ │ ├── Llama3_finetuning_sagemaker_pipeline.ipynb │ │ ├── dataset │ │ └── dummy_file.txt │ │ ├── iam_role_helper.py │ │ ├── scripts │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── bootstrap.sh │ │ │ ├── evaluate.py │ │ │ └── requirements.txt │ │ ├── lambda │ │ │ ├── __init__ │ │ │ ├── bedrock_model_import.py │ │ │ └── requirements.txt │ │ ├── preprocessing │ │ │ ├── __init__.py │ │ │ └── preprocess.py │ │ ├── requirements.txt │ │ ├── train_fsdp_lora.py │ │ └── training │ │ │ ├── __init__.py │ │ │ ├── requirements.txt │ │ │ └── train_fsdp_lora.py │ │ └── utils.py ├── llama-3.3-70B │ ├── Amazon EC2 │ │ ├── README.md │ │ ├── config.yaml │ │ ├── finetune_llama70b.py │ │ ├── prepare_dataset.py │ │ ├── requirements.txt │ │ └── run_tuning.sh │ └── Amazon SageMaker │ │ ├── fsdp_v2 │ │ ├── llama_3_70b_fsdp_qlora.yaml │ │ ├── requirements.txt │ │ └── run_fsdp_qlora.py │ │ └── llama-3.3-70b-finetuning.ipynb └── llama-4-scout │ ├── Amazon EC2 │ ├── 0_install_deps_download_hf_weghts.sh │ ├── 1_prepare_dataset.py │ ├── 2_inference_test_before.py │ ├── 3_run_l4_tune.sh │ ├── 4_inference_test_after.py │ ├── LICENSE │ ├── README.md │ ├── config.yaml │ ├── merge_weights.py │ └── requirements.txt │ └── Amazon SageMaker │ ├── llama-4-finetuning.ipynb │ └── src │ ├── __init.py__ │ ├── config.yaml │ ├── merge_weights.py │ ├── requirements.txt │ └── run_l4_lora.sh ├── getting-started ├── Llama_4 │ ├── Llama4_GettingStarted.ipynb │ ├── amazon_10k_2015.pdf │ ├── amazon_10k_2016.pdf │ ├── amazon_10k_2017.pdf │ ├── amazon_10k_2018.pdf │ ├── amazon_10k_2019.pdf │ ├── amazon_10k_2020.pdf │ ├── amazon_10k_2021.pdf │ ├── amazon_10k_2023.pdf │ ├── amazon_10k_2024.pdf │ ├── heatmap_semantic_similarity_search.png │ ├── llama4_gettingStarted_bedrock.ipynb │ └── repomix-output.md └── getting-started-with-llama3-on-aws.ipynb ├── inference ├── .DS_Store ├── llama-3-70B │ ├── .DS_Store │ ├── Amazon Bedrock │ │ ├── Llama3-Long-Document-summarization-LangChain.ipynb │ │ ├── data │ │ │ └── AWS-security-whitepaper.pdf │ │ ├── imgs │ │ │ ├── img │ │ │ ├── llama3mapreduce.png │ │ │ └── llamarefine.png │ │ └── requirements.txt │ └── Amazon SageMaker │ │ ├── llama3-70b-neuron-LMI.ipynb │ │ └── llama3_70B_nim_NVIDIA (1).ipynb ├── llama-3-8B │ ├── .DS_Store │ ├── Amazon Bedrock │ │ └── getting-started-with-llama3-on-aws.ipynb │ └── Amazon SageMaker │ │ ├── llama3-8b-instruct-neuron-TGI.ipynb │ │ └── llama3-8b-neuron-LMI.ipynb ├── llama-3.1-70B │ ├── .DS_Store │ └── Amazon Bedrock │ │ ├── Llama3-1-Long-Document-summarization-LangChain.ipynb │ │ ├── data │ │ └── AWS-security-whitepaper.pdf │ │ ├── imgs │ │ ├── img │ │ ├── llama3mapreduce.png │ │ └── llamarefine.png │ │ └── requirements.txt ├── llama-3.2-11B │ ├── .DS_Store │ └── Amazon SageMaker │ │ ├── README.md │ │ ├── code │ │ └── handler │ │ │ ├── __init__.py │ │ │ ├── custom_handler.py │ │ │ ├── data_types.py │ │ │ ├── inference_api.py │ │ │ ├── model-config.yaml │ │ │ └── utils.py │ │ ├── docker │ │ ├── Dockerfile │ │ ├── build_and_push.sh │ │ ├── config.properties │ │ └── sessions.py │ │ ├── docs │ │ └── images │ │ │ ├── 1_click_notebook.png │ │ │ ├── 2_open_notebook.png │ │ │ ├── 3_nb_settings.png │ │ │ ├── 4_git_repo.png │ │ │ ├── 5_open_jp.png │ │ │ └── 6_locate_notebook.png │ │ ├── llama32_vision_stateful_deploy_infer.ipynb │ │ └── sm_vision_stateful_role.yaml ├── llama-3.2-90B │ ├── .DS_Store │ └── Amazon Bedrock │ │ ├── img │ │ ├── 401.png │ │ ├── clothing-1-large.jpg │ │ ├── clothing-1.jpg │ │ ├── geometry.png │ │ ├── interior-3.png │ │ ├── llama32vision.jpeg │ │ ├── screenshot.png │ │ ├── slide-1.png │ │ ├── slide-3.png │ │ ├── synth-data-1.png │ │ ├── synth-data-2.jpg │ │ └── synth-data-3.jpg │ │ └── llama-32-vision-converse.ipynb └── llama-3.3-70B │ ├── .DS_Store │ └── Amazon SageMaker │ └── llama3-3-70b-inference-optimization-toolkit.ipynb ├── knowledge-distillation-bedrock-and-cmi ├── evaluation_help_functions.py ├── iam_role_helper.py ├── knowledge_distillation_workflow_simplified.jpg ├── llama-3-2-knowledge-distillation.ipynb ├── metrics_comparison.csv ├── metrics_comparison_table.png ├── model_comparison_radar.png ├── model_comparison_radar_plots.png ├── model_metrics_comparison.csv ├── sample_batch_job_output │ ├── bedrock_batch_dataset.jsonl │ ├── bedrock_batch_dataset.jsonl.out │ └── manifest.json.out └── utils.py ├── llama3-3-70b-inference-optimization-toolkit.ipynb ├── llama3-on-neuron └── inference │ ├── llama3-70b-neuron-LMI.ipynb │ ├── llama3-8b-instruct-neuron-TGI.ipynb │ └── llama3-8b-neuron-LMI.ipynb ├── llama3.3-finetuning-on-ec2 ├── README.md ├── config.yaml ├── finetune_llama70b.py ├── prepare_dataset.py ├── requirements.txt └── run_tuning.sh ├── long-text-summarization ├── Llama3-1-Long-Document-summarization-LangChain.ipynb ├── Llama3-Long-Document-summarization-LangChain.ipynb ├── data │ └── AWS-security-whitepaper.pdf ├── imgs │ ├── img │ ├── llama3mapreduce.png │ └── llamarefine.png └── requirements.txt ├── model-evaluation └── Amazon Bedrock │ └── Automatic_model_evaluation_v2.ipynb ├── multilingual-capabilities └── Llama_4 │ └── Bedrock │ └── Multi_lingual_Llama_4.ipynb ├── prompt-engineering ├── .DS_Store ├── llama-3-8B │ ├── .DS_Store │ ├── Amazon Bedrock │ │ ├── .DS_Store │ │ ├── advanced-prompting │ │ │ ├── README.md │ │ │ ├── advanced-prompting-llama-3.ipynb │ │ │ └── img │ │ │ │ └── bedrock-model-access.png │ │ └── text2sql │ │ │ ├── README.md │ │ │ ├── cloudformation │ │ │ ├── text2sql-v2.yaml │ │ │ └── text2sql.yaml │ │ │ ├── llama3-1-chromadb-text2sql-DB-Setup.ipynb │ │ │ ├── llama3-chromadb-text2sql.ipynb │ │ │ ├── sample_data │ │ │ ├── airplanes.json │ │ │ └── flights.json │ │ │ └── schemas │ │ │ ├── airplanes-flights-pg.yml │ │ │ ├── airplanes-flights.yml │ │ │ ├── airplanes-pg.yml │ │ │ ├── airplanes.yml │ │ │ ├── flights-pg.yml │ │ │ └── flights.yml │ └── Amazon SageMaker │ │ ├── README.md │ │ └── meta-textgeneration-llama-3-8b.ipynb ├── llama-3.1-70B │ ├── .DS_Store │ └── Amazon Bedrock │ │ ├── Llama3-1-Long-Document-summarization-LangChain.ipynb │ │ └── OpenAI-Prompt-Migration.ipynb ├── llama-3.1-8B │ ├── .DS_Store │ └── Amazon Bedrock │ │ ├── .DS_Store │ │ ├── Multi_lingual_Llama_3.1.ipynb │ │ └── text2sql │ │ ├── README.md │ │ ├── cloudformation │ │ ├── text2sql-v2.yaml │ │ └── text2sql.yaml │ │ ├── llama3-1-chromadb-text2sql-DB-Setup.ipynb │ │ ├── llama3-1-chromadb-text2sql.ipynb │ │ ├── sample_data │ │ ├── airplanes.json │ │ └── flights.json │ │ └── schemas │ │ ├── airplanes-flights-pg.yml │ │ ├── airplanes-flights.yml │ │ ├── airplanes-pg.yml │ │ ├── airplanes.yml │ │ ├── flights-pg.yml │ │ └── flights.yml └── llama-3.2-1B │ ├── .DS_Store │ └── Amazon Bedrock │ ├── .DS_Store │ └── text2sql │ ├── README.md │ ├── cloudformation │ └── text2sql-v3.yaml │ ├── llama3-2-chromadb-text2sql-DB-Setup.ipynb │ ├── llama3-2-chromadb-text2sql.ipynb │ ├── sample_data │ ├── airplanes.json │ └── flights.json │ └── schemas │ ├── airplanes-flights_ms.yml │ ├── airplanes_ms.yml │ └── flights_ms.yml ├── retrieval-augmented-generation ├── .DS_Store └── llama-3-8B │ ├── .DS_Store │ └── Amazon SageMaker │ ├── .DS_Store │ ├── RAG-on-neuron │ └── llama3-neuron-rag-langchain-application.ipynb │ ├── llama3-rag-langchain-application.ipynb │ ├── llama3-rag-langchain-smjs.ipynb │ └── requirements.txt ├── sagemaker-llama-stateful-inference └── llama32-11b-vision │ ├── .gitignore │ ├── README.md │ ├── code │ └── handler │ │ ├── __init__.py │ │ ├── custom_handler.py │ │ ├── data_types.py │ │ ├── inference_api.py │ │ ├── model-config.yaml │ │ └── utils.py │ ├── docker │ ├── Dockerfile │ ├── build_and_push.sh │ ├── config.properties │ └── sessions.py │ ├── docs │ └── images │ │ ├── 1_click_notebook.png │ │ ├── 2_open_notebook.png │ │ ├── 3_nb_settings.png │ │ ├── 4_git_repo.png │ │ ├── 5_open_jp.png │ │ └── 6_locate_notebook.png │ ├── llama32_vision_stateful_deploy_infer.ipynb │ └── sm_vision_stateful_role.yaml ├── sagemaker-llama3-prompting-best-practices ├── README.md └── meta-textgeneration-llama-3-8b.ipynb ├── synthetic-data-generation ├── README.md ├── faq-synthetic-data-generation-llama3.1-405b.ipynb ├── imgs │ └── jumpstart-overview-img1.png ├── synthetic-data-generation-llama3.1-405b.ipynb └── template.json ├── text2sql-recipes ├── Llama3.2 │ ├── README.md │ ├── cloudformation │ │ └── text2sql-v3.yaml │ ├── llama3-2-chromadb-text2sql-DB-Setup.ipynb │ ├── llama3-2-chromadb-text2sql.ipynb │ ├── sample_data │ │ ├── airplanes.json │ │ └── flights.json │ └── schemas │ │ ├── airplanes-flights_ms.yml │ │ ├── airplanes_ms.yml │ │ └── flights_ms.yml ├── Llama4 │ ├── README.md │ ├── llama4-chromadb-text2sql-DB-Setup.ipynb │ ├── llama4-chromadb-text2sql.ipynb │ ├── sample_data │ │ ├── patients.json │ │ ├── providers.json │ │ └── test.txt │ ├── schemas │ │ ├── patients-providers_ms.yml │ │ ├── patients_ms.yml │ │ └── providers_ms.yml │ └── text2sql.yaml ├── README.md ├── cloudformation │ ├── text2sql-v2.yaml │ └── text2sql.yaml ├── flights.db ├── json_to_sqlite.py ├── llama3-1-chromadb-text2sql-DB-Setup.ipynb ├── llama3-1-chromadb-text2sql.ipynb ├── llama3-chromadb-text2sql.ipynb ├── llama4-Bedrock-sqlitedb-text2sql.ipynb ├── sample_data │ ├── airplanes.json │ └── flights.json └── schemas │ ├── airplanes-flights-pg.yml │ ├── airplanes-flights.yml │ ├── airplanes-pg.yml │ ├── airplanes.yml │ ├── flights-pg.yml │ └── flights.yml ├── tool-use └── Amazon Bedrock │ ├── llama3 │ ├── imgs │ │ ├── bedrock-img.png │ │ ├── json-tool-calling-chat-playground.png │ │ ├── llama-pic.jpeg │ │ └── python-tool-calling-chat-playground.png │ ├── llama-3.1-70B │ │ ├── .DS_Store │ │ └── Amazon Bedrock │ │ │ ├── ToolCalling-Llama3_1-ConverseAPI.ipynb │ │ │ ├── imgs │ │ │ ├── bedrock-img.png │ │ │ ├── json-tool-calling-chat-playground.png │ │ │ ├── llama-pic.jpeg │ │ │ └── python-tool-calling-chat-playground.png │ │ │ ├── llama-3.1-brave-search.ipynb │ │ │ └── llama-3.1-wolfram-alpha.ipynb │ ├── llama-3.1-brave-search.ipynb │ └── llama-3.1-wolfram-alpha.ipynb │ └── llama4 │ ├── llama-4-brave-search.ipynb │ └── llama-4-langgraph.ipynb ├── vision-usecases └── Amazon Bedrock │ ├── llama-3.2 │ ├── Llama-3.2-ocr-distillation.ipynb │ ├── fine-tune-llama-3.2.ipynb │ ├── img │ │ ├── 401.png │ │ ├── clothing-1-large.jpg │ │ ├── clothing-1.jpg │ │ ├── geometry.png │ │ ├── interior-3.png │ │ ├── llama32vision.jpeg │ │ ├── screenshot.png │ │ ├── slide-1.png │ │ ├── slide-3.png │ │ ├── synth-data-1.png │ │ ├── synth-data-2.jpg │ │ └── synth-data-3.jpg │ └── llama-32-vision-converse.ipynb │ └── llama-4 │ ├── img │ ├── 401.png │ ├── clothing-1-large.jpg │ ├── clothing-1.jpg │ ├── geometry.png │ ├── interior-3.png │ ├── llama32vision.jpeg │ ├── screenshot.png │ ├── slide-1.png │ ├── slide-3.png │ ├── synth-data-1.png │ ├── synth-data-2.jpg │ └── synth-data-3.jpg │ └── llama-4-vision-converse.ipynb └── workshops ├── Llama-3.2-ocr-distillation.ipynb ├── Llama3-1-Long-Document-summarization-LangChain.ipynb ├── Multi_lingual_Llama_3.1.ipynb ├── README.md ├── ToolCalling-Llama3_1-ConverseAPI.ipynb ├── doc_processing ├── Doc_processer.ipynb ├── Receipt_images │ ├── Taxi1.pdfpage_0.png │ ├── hotel.pdfpage_0.png │ ├── meal1.pdfpage_0.png │ ├── meal2.pdfpage_0.png │ ├── taxi2.pdfpage_0.png │ └── ticket_invoice.pdfpage_0.png ├── images │ ├── Agent_workshop.png │ ├── configure.png │ ├── invoke.png │ ├── launch_1.png │ └── launch_2.png ├── requirements.txt └── src │ ├── __init__.py │ ├── cur_convert.py │ ├── main_AgentCore.py 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