# Build your own Full Stack LLM Service on AWS

## Build your own Full Stack LLM Service on AWS

- [Introduction](https://llm-aws.course.gspivey.com/readme.md)
- [Introduction to Python](https://llm-aws.course.gspivey.com/foundations/introduction-to-python.md)
- [Setup Your IDE](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/setup-your-ide.md): Setting up your Integrated Development Environment
- [Python Install & Virtual Environment](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/python-install.md)
- [Python Basics](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/python-basics.md)
- [Python Modules](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/python-modules.md)
- [Python Package](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/python-package.md)
- [Additional Resources](https://llm-aws.course.gspivey.com/foundations/introduction-to-python/additional-resources.md)
- [Project: SEC CIK Lookup Module](https://llm-aws.course.gspivey.com/foundations/project-sec-cik-lookup.md)
- [Building a CIK Lookup Module](https://llm-aws.course.gspivey.com/foundations/project-sec-cik-lookup/building-a-cik-lookup-module.md)
- [Introduction to Git and GitHub](https://llm-aws.course.gspivey.com/foundations/introduction-to-git-and-github.md)
- [Getting Started with Git](https://llm-aws.course.gspivey.com/foundations/introduction-to-git-and-github/getting-started-with-git.md)
- [Project: GitHub Setup](https://llm-aws.course.gspivey.com/foundations/introduction-to-git-and-github/project-github-setup.md)
- [Introduction to APIs](https://llm-aws.course.gspivey.com/foundations/introduction-to-apis.md)
- [Types of APIs](https://llm-aws.course.gspivey.com/foundations/introduction-to-apis/types-of-apis.md)
- [REST APIs](https://llm-aws.course.gspivey.com/foundations/introduction-to-apis/rest-apis.md)
- [What is cURL?](https://llm-aws.course.gspivey.com/foundations/introduction-to-apis/what-is-curl.md)
- [Data Formats](https://llm-aws.course.gspivey.com/foundations/introduction-to-apis/data-formats.md)
- [Project: SEC EDGAR API Library](https://llm-aws.course.gspivey.com/foundations/project-sec-edgar-api-library.md)
- [Find Company Submissions](https://llm-aws.course.gspivey.com/foundations/project-sec-edgar-api-library/find-company-submissions.md)
- [Filter Submissions and Retrieve Doc](https://llm-aws.course.gspivey.com/foundations/project-sec-edgar-api-library/filter-submissions-and-retrieve-doc.md)
- [Expanding Your CIK Module](https://llm-aws.course.gspivey.com/foundations/project-sec-edgar-api-library/expanding-your-cik-module.md)
- [Introduction to AWS](https://llm-aws.course.gspivey.com/cloud-deployment-sam/introduction-to-aws.md)
- [AWS Services](https://llm-aws.course.gspivey.com/cloud-deployment-sam/introduction-to-aws/aws-services.md)
- [Key Reading](https://llm-aws.course.gspivey.com/cloud-deployment-sam/introduction-to-aws/key-reading.md)
- [Project: SEC Lambda (SAM)](https://llm-aws.course.gspivey.com/cloud-deployment-sam/project-sec-lambda.md)
- [Lambda Project Setup](https://llm-aws.course.gspivey.com/cloud-deployment-sam/project-sec-lambda/lambda-project-setup.md)
- [Lambda Error Handling](https://llm-aws.course.gspivey.com/cloud-deployment-sam/project-sec-lambda/lambda-error-handling.md)
- [CDK Bridge: SAM to CDK](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/cdk-bridge.md)
- [Why CDK?](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/cdk-bridge/why-cdk.md)
- [Project: CDK Init](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/cdk-bridge/project-cdk-init.md)
- [Introduction to Large Language Models](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/introduction-to-large-language-models.md)
- [Project: 10Q Inference (CDK)](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/project-10q-inference.md)
- [Part 1: Inference Test](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/project-10q-inference/part-1-inference-test.md)
- [Part 2: Inference with Context](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/project-10q-inference/part-2-inference-with-context.md)
- [Part 3: Text Extraction](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/project-10q-inference/part-3-text-extraction.md)
- [Part 4: Question to Enhanced Prompt](https://llm-aws.course.gspivey.com/cloud-deployment-cdk/project-10q-inference/part-4-question-to-enhanced-prompt.md)
- [Partner Bot Web Page](https://llm-aws.course.gspivey.com/full-stack-integration/partner-bot-web-page.md)
- [Amplify Gen 2 Setup](https://llm-aws.course.gspivey.com/full-stack-integration/partner-bot-web-page/amplify-gen2-setup.md)
- [Build the Chat Form](https://llm-aws.course.gspivey.com/full-stack-integration/partner-bot-web-page/build-the-chat-form.md)
- [Connect to Lambda via API Gateway](https://llm-aws.course.gspivey.com/full-stack-integration/partner-bot-web-page/connect-to-lambda.md)
- [Authentication with Cognito](https://llm-aws.course.gspivey.com/full-stack-integration/partner-bot-web-page/authentication-with-cognito.md)
- [MCP Module](https://llm-aws.course.gspivey.com/advanced-modules/mcp-module.md)
- [MCP Concepts](https://llm-aws.course.gspivey.com/advanced-modules/mcp-module/mcp-concepts.md)
- [Project: MCP Server](https://llm-aws.course.gspivey.com/advanced-modules/mcp-module/project-mcp-server.md)
- [LangChain and RAG](https://llm-aws.course.gspivey.com/advanced-modules/langchain-and-rag.md)
- [RAG Concepts](https://llm-aws.course.gspivey.com/advanced-modules/langchain-and-rag/rag-concepts.md)
- [Project: RAG Pipeline](https://llm-aws.course.gspivey.com/advanced-modules/langchain-and-rag/project-rag-pipeline.md)
- [Models](https://llm-aws.course.gspivey.com/reference/models.md)
- [Lambda Contract](https://llm-aws.course.gspivey.com/reference/contract.md)
- [Conventions & Glossary](https://llm-aws.course.gspivey.com/reference/conventions.md)
- [Setup: AWS Account](https://llm-aws.course.gspivey.com/reference/setup-aws-account.md)
- [Setup: Bedrock Access](https://llm-aws.course.gspivey.com/reference/setup-bedrock-access.md)
- [AWS Services Reference](https://llm-aws.course.gspivey.com/reference/aws-services.md)