├── .github └── workflows │ └── docs.yml ├── .gitignore ├── Blogs └── Customer-Support │ ├── Customer_Support_Automation_with_Bedrock_and_LangGraph.ipynb │ ├── cs_bedrock.py │ ├── cs_cust_support_flow.py │ ├── cs_db.py │ ├── cs_jira_sm.py │ ├── cs_util.py │ ├── data │ ├── AS-10-before.png │ ├── AS-10-updated.png │ ├── AS-11-before.png │ ├── AS-11-updated.png │ ├── AS-4-before.png │ ├── AS-4-updated.png │ ├── AS-5-before.png │ ├── AS-5-updated.png │ ├── AS-6-before.png │ ├── AS-6-updated.png │ ├── AS-7-before.png │ ├── AS-7-updated.png │ ├── AS-8-before.png │ ├── AS-8-updated.png │ ├── AS-9-before.png │ ├── AS-9-updated.png │ ├── customer-support-tech-stack.png │ ├── customers.json │ ├── listed-bottle.jpg │ ├── listed_product.jpg │ ├── orders.json │ ├── refunds.json │ └── transactions.json │ ├── main.py │ └── requirements.txt ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Converse API └── Tool-Use │ ├── HCLS_Tool_Use_HealthAgent.ipynb │ ├── Mistral_Large_2_JSON_Mode.ipynb │ ├── Payments_Tool_Use_with_Mistral.ipynb │ └── Tool_Use_with_Mistral.ipynb ├── Deployment ├── Bedrock Marketplace │ ├── Deploy-Mistral-NeMo-from-Bedrock-Marketplace-and-its-Capabilities.ipynb │ └── Deploy-Pixtral12B-from-Bedrock-Marketplace.ipynb ├── Bedrock │ └── mistral-bedrock-guardrails.ipynb ├── CMI │ └── Import_Mistral_NeMo_to_Bedrock_CMI.ipynb ├── EC2 │ ├── Pixtral-ec2-deploy+inf .ipynb │ ├── devstral-nxdi-guide.ipynb │ └── mistral-small-3-0-nxdi-guide.ipynb └── SageMaker │ ├── Magistral-Small-2506-LMI.ipynb │ ├── Mistral-Nemo-Instruct-2407_deploy_sample.ipynb │ ├── Pixtral-12b-LMI-SageMaker-realtime-inference.ipynb │ ├── imgs │ ├── image-mistral.webp │ ├── img │ └── mistral-instruct-knowledge.webp │ └── mistral-small-3-1-LMI.ipynb ├── LICENSE ├── MCP ├── AirbnbFinder.ipynb ├── Location_based_recommendations.ipynb ├── MCP_Mistral_app_demo │ ├── .gradio │ │ └── certificate.pem │ ├── README.md │ ├── gradio_app.py │ ├── requirements.txt │ └── src │ │ ├── README.md │ │ ├── agent.py │ │ ├── chat.py │ │ ├── config.py │ │ ├── mcpclient.py │ │ ├── server_configs.py │ │ └── utility.py └── MCP_Mistral_app_demo_with_Strands │ ├── README.md │ ├── chat.py │ ├── config.py │ ├── gradio_app.py │ ├── requirements.txt │ └── server_configs.py ├── Ministral ├── Ministral_Capabilities.ipynb └── Strands_Agents_Mistral.ipynb ├── Mistral Large 2 ├── Abstract Document Summarization with Langchain using Mistral Large on Bedrock.ipynb ├── Introduction_to_prompt_chaining_Mistral_Large.ipynb ├── Language_Comparison_Large_1_2.ipynb ├── Large_2_Release_Highlights.ipynb ├── Mistral_Large_2_Capabilities.ipynb ├── ReAct_LlamaIndex_Large 2.py └── mistral_large_getting_started_101.ipynb ├── Mistral Large 3 └── Mistral_Large_3_Capabilities.ipynb ├── Mistral NeMo └── NeMo_comparative_analysis.ipynb ├── Mistral OCR └── Mistral-OCR-SageMaker-Deployment-example.ipynb ├── Mistral Small 3 └── Mistral_small_3.ipynb ├── Mistral Voxtral ├── VOA_News_Headlines_(May_5,_2009).ogg ├── Voxtral-mini-transformers │ ├── code │ │ ├── inference.py │ │ └── requirements.txt │ └── voxtral-mini-final.ipynb ├── Voxtral-vllm-byoc │ ├── Dockerfile │ ├── README.md │ ├── Voxtral-vLLM-BYOC-SageMaker.ipynb │ ├── build_and_push.sh │ ├── code │ │ ├── model.py │ │ ├── requirements.txt │ │ └── serving.properties │ ├── requirements.txt │ └── winning_call.mp3 ├── Voxtral_Bedrock.ipynb ├── bcn_weather.mp3 ├── jfk.wav └── librispeech_1.wav ├── Pixtral-samples ├── Pixtral Large (25.02) │ ├── .gitignore │ ├── README.md │ ├── app.py │ └── requirements.txt ├── Pixtral-12b-Performance-Benchmarking.ipynb ├── Pixtral-v1-notebook.ipynb ├── Pixtral_Large_Capabilities.ipynb ├── Pixtral_benchmarking_data │ └── .gitignore ├── Pixtral_capabilities.ipynb ├── Pixtral_comparative_analysis.ipynb ├── Pixtral_data │ ├── 29IYUhRytF5g4wGBCxFm7A.jpg │ ├── 3a1SR_oZI0-dCEvLG7US5g.jpg │ ├── 3agipTLldLEBe7JIvhnv9g.jpg │ ├── 40_Year_Net_Present_Value_of_4-Year_Colleges_by_Tuition_in_the_United_States.png │ ├── AMZN-Q2-2024-Earning-High-Quality.png │ ├── AMZN-Q2-2024-Earnings-Release.jpg │ ├── Amazon_Chart.png │ ├── Amazon_Chart_resize.png │ ├── Crosstab_of_Cola_Preference_by_Age_and_Gender.png │ ├── DNNIYVEp62blavqxGKLX5A.jpg │ ├── Iconographic_navigation_comparison.png │ ├── Map_Motorcycles_vs_cars_by_population_millions_2002.png │ ├── Stevens_Field_VFR_Map_(2022).jpeg │ ├── a01-000u-02.png │ ├── a01-000u-03.png │ ├── a01-000u-04.png │ ├── a01-082u-00.png │ ├── a01-082u-01.png │ ├── a01-082u-02.png │ ├── a01-082u-03.png │ ├── a01-082u-04.png │ ├── airport_lanes.jpeg │ ├── amazon_gloves.jpg │ ├── amazon_s1.jpg │ ├── amazon_s1_2.jpg │ ├── br_marketplace_delete_endpoint.jpg │ ├── br_marketplace_deploy.jpg │ ├── br_marketplace_model_card.jpg │ ├── br_marketplace_model_endpoint.jpg │ ├── br_model_catalog.jpg │ ├── cap.png │ ├── car_image_after.png │ ├── car_image_before.png │ ├── chair.jpeg │ ├── cleaner.jpeg │ ├── coffee.jpeg │ ├── database-schema.png │ ├── dog_bag.jpg │ ├── dresser.jpg │ ├── er-diagram.jpeg │ ├── gdp.png │ ├── handwriting_low_res_2_resize.jpg │ ├── hindi_teaser.jpeg │ ├── insurance_90degree.pdf │ ├── jxOrwCQTTDt9Uvu_c3br5w.jpg │ ├── logical_reasoning.jpg │ ├── luggage.jpg │ ├── org_hierarchy.jpeg │ ├── portfolio-website.png │ ├── restaurant-receipt-brazil.jpeg │ ├── scene.jpg │ ├── texas_noaa_image.jpeg │ ├── trig-equations-from-context.png │ ├── trimmed_green_beans.jpg │ ├── whiteboard.png │ ├── xQdHJOV6XXIRRuFpNVIojw.jpg │ └── xqHNkPl7rohq7_R7f1nAUA.jpg └── Vision_QA_Agent_with_Pixtral_and_LlamaIndex.ipynb ├── README.md ├── Use Cases ├── Agents │ ├── Advanced_Multi-Chain_Routing_With_LangChain.ipynb │ ├── LangChainToolUse_Mistral_Bedrock.ipynb │ └── Mistral_Large2_agentic_rag_with_llamaindex.ipynb ├── Code Generation │ └── Text-2-SQL-Mistral-Nemo-12B-SageMaker.ipynb ├── Fine-tuning │ ├── finetune-mistral-7b-with-dolly-and-qlora.ipynb │ └── mixtral-8x7b-qlora-finetune.ipynb ├── RAG │ └── Mistral_model_RAG_pipeline_evaluation.ipynb └── mistral_usecases.ipynb ├── Workshops ├── London-enablement-workshop │ ├── 1. Mistral_prompting_capabilities.ipynb │ ├── 2 Mistral_small_3.ipynb │ ├── 3. Mistral_Pixtral12B.ipynb │ ├── 4. Mistral_Large2_agentic_rag_with_llamaindex.ipynb │ ├── README.md │ ├── docs │ │ ├── genai_on_aws.pdf │ │ └── ml_on_aws.pdf │ ├── images │ │ ├── a01-000u-04.png │ │ ├── br_marketplace_delete_endpoint.jpg │ │ ├── br_marketplace_deploy.jpg │ │ ├── br_marketplace_model_card.jpg │ │ ├── br_marketplace_model_endpoint.jpg │ │ ├── br_model_catalog.jpg │ │ ├── cap.png │ │ ├── car_image_after.png │ │ ├── car_image_before.png │ │ ├── endpoint-delete.png │ │ ├── gdp.png │ │ ├── llamaindex-agentic-rag-mistral-large2-arch.png │ │ ├── logical_reasoning.jpg │ │ ├── model-configuration.png │ │ ├── model-endpoint.png │ │ ├── model-information.png │ │ └── search-model.png │ └── requirements.txt ├── NY_Bedrock_Workshop │ ├── AWS-security-whitepaper.pdf │ ├── Data_Gen_Large_2.ipynb │ ├── long_context_mistral_large_2.ipynb │ └── requirements.txt ├── Open_Models_In_Action_EU_Roadshow │ ├── 1. Mistral_model_deployment_AWS.ipynb │ ├── 2. MCP_applicaiton_Mistral_Bedrock.ipynb │ ├── 3. Mistral_small3_fine_tune.ipynb │ ├── README.md │ ├── cleanup.ipynb │ ├── images │ │ ├── Arabic.png │ │ ├── Map_Motorcycles_vs_cars_by_population_millions_2002.png │ │ ├── QLoRA_process.png │ │ ├── architecture.png │ │ ├── food-1.webp │ │ ├── food-2.jpeg │ │ ├── french.png │ │ └── org_hierarchy.jpeg │ ├── requirements.txt │ └── sagemaker-studio-template.yaml ├── Singapore-enablement │ ├── 01a-intro-to-mistral-ocr-workshop.ipynb │ ├── 01b-intro-to-mistral-ocr-own-account.ipynb │ ├── 02-agentic-use-cases-mistral.ipynb │ ├── 03-mistral-models-on-bedrock.ipynb │ ├── 04-mistral-finetuning-sagemaker-own-account.ipynb │ ├── images │ │ ├── Invoice_3.jpg │ │ ├── french.png │ │ ├── handwriting_low_res_2_resize.jpg │ │ ├── invoice_1.jpg │ │ ├── invoice_2.jpg │ │ ├── math_formula.png │ │ ├── national_youth_service_corps.jpg │ │ └── whiteboarding.jpg │ ├── install_dependencies.sh │ ├── readme.md │ └── requirements.txt └── aws-summit-paris-2025-agentic │ ├── .gitignore │ ├── README.md │ ├── assets │ ├── event_venue.jpeg │ └── velib_stations.json │ ├── aws_llm.py │ ├── notebook.ipynb │ ├── pyproject.toml │ ├── tools_demo.json │ ├── tools_utils.py │ ├── utils.py │ └── uv.lock ├── docs ├── index.md └── notebooks.md ├── mkdocs.yml └── notebooks ├── Codestral-samples ├── Codestral-TGI-deployment.ipynb ├── Codestral-vLLM-SageMaker.ipynb ├── codestral_chat_ui │ └── codestral_chat.py └── imgs │ ├── codestral.png │ └── img ├── Mathstral-samples ├── Mathstral-TGI-deployment-nb.ipynb ├── Mathstral_chat_ui │ └── Mathstral_chat.py └── imgs │ ├── img │ └── mathstral-benchmarks.png ├── Mistral-7B-Insurance-Neuron ├── Fine-tuned Mistral Models - thumbnail.png ├── app-config.json ├── app.py ├── deploy-mistral-7B-insurance.ipynb └── streamlit-chatbot-video.gif ├── Mistral-on-AWS-Neuron └── Mathstral │ ├── Compile-Deploy-Benchmark-Mathstral-on-Neuron.ipynb │ └── gradio_neuron │ └── mathstral_chat.py ├── NIM-inference-samples └── mixtral_8x7b_Nvidia_nim.ipynb ├── distributed-inference-deployment ├── Mixtral-8x7b-TensorRT-LLM-SageMaker.ipynb └── Mixtral-8x7b-vLLM-SageMaker.ipynb ├── finetune-mistral-7b-scripts ├── requirements.txt └── run_clm.py ├── imgs ├── imgs ├── llamaindex-agentic-rag-mistral-large2-arch.png ├── mapreduce.png ├── mistral-aws-partnership-img.jpeg ├── mistral-large-2407-code-generation.png ├── mistral-large-2407-language-diversity.webp ├── mistral-large-2407-multiple.webp ├── mistral-large-2407-tool-use.png ├── mistralaws.png ├── multilingual-mmlu.png ├── nemo-base-performance.png ├── nemo-instruct-performance.png └── refine.png ├── mistral-aws-llm-router-ReAct-agent └── Mistral-AWS-llm-router.ipynb ├── mistral-langgraph ├── Multi_Agent_LangGraph_Mistral.ipynb └── data │ ├── eventsDB_data.json │ └── restaurant_data.json ├── mistral-llamaindex-agentic-rag ├── README.md ├── architecture.png ├── docs │ ├── genai_on_aws.pdf │ └── ml_on_aws.pdf ├── mistral_agentic_rag_with_llamaindex.ipynb ├── requirements.txt └── utils.py ├── mixtral_finetune_qlora_sft ├── 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