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Add llms-full.txt file for enhanced AI coding tool support (#570)
## Summary Fixes #569 • Add new comprehensive documentation file `llms-full.txt` covering complete LangChain AWS integration guide • Provide production-ready examples and best practices for all AWS services (Bedrock, SageMaker, Kendra, Neptune) • Include advanced use cases, security patterns, and deployment guidance for enterprise users ## Changes Made ### New Documentation File Added - **`llms-full.txt`** - Complete guide for LangChain AWS integrations following modern documentation standards ### Key Documentation Sections - **Prerequisites and Setup** - AWS credential configuration and package installation - **TLDR Quick Start** - Immediate working example for ChatBedrock - **Core Components** - Detailed coverage of all major AWS integrations: - ChatBedrock and ChatBedrockConverse for foundation models - BedrockEmbeddings for vector representations - AmazonKendraRetriever and AmazonKnowledgeBasesRetriever for search - SagemakerEndpoint for custom model deployments - Neptune graph database integrations ### Advanced Implementation Patterns - **RAG Pipeline** - Complete retrieval-augmented generation implementation - **Multi-Modal AI** - Image analysis with Claude 3 vision models - **Function Calling** - Agent patterns with tool integration - **Semantic Search** - Vector storage and similarity search - **Batch Processing** - Efficient handling of large datasets ### Production-Ready Features - **Error Handling** - Robust retry logic with exponential backoff - **Cost Optimization** - Model routing and usage monitoring - **Security** - Input sanitization and sensitive data protection - **Testing** - Unit and integration test patterns - **Monitoring** - Performance tracking and logging - **Deployment** - Docker configuration and environment setup ### Developer Experience Improvements - Complete working code examples for every component - Step-by-step implementation guides - Common troubleshooting scenarios and solutions - Production deployment checklist - Links to additional resources and community support
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