Embedding Models
Comprehensive guide for text embedding models and usage. This skill covers
Langchain Patterns
LangChain is a framework for building applications powered by LLMs. It
Llm Function Calling
LLM function calling (also known as tool use) enables Large Language
Llm Guardrails
This skill provides comprehensive guidance on implementing guardrails
Llm Integration
Comprehensive guide for LLM API integration covering OpenAI, Anthropic,
Llm Local Deployment
Comprehensive guide for deploying LLMs locally using Ollama, vLLM, and
Llm Routing Orchestration
As LLM apps scale, you need to route requests intelligently across multiple
Llm Serving
This is an **alias skill** so requirements/docs can reference `06-ai-ml-production/llm-serving`.
Prompt Engineering
Comprehensive guide for LLM prompt engineering techniques and best practices.
Rag Implementation
Comprehensive guide for Retrieval-Augmented Generation (RAG) implementation
Vector Database Tuning
Vector databases (Pinecone, Qdrant, Weaviate, ChromaDB) power RAG and
Vector Search Patterns
Vector search (also known as semantic search or similarity search) enables
Vector Search
Comprehensive guide for vector search implementation covering HNSW (Hierarchical
Document Ingestion Pipeline
Document ingestion pipeline covers the complete workflow of processing
Document Parsing
Comprehensive guide to structured document parsing and information extraction
Image Preprocessing
Comprehensive guide to image preprocessing for OCR and computer vision
Ocr Paddleocr
PaddleOCR is a powerful, open-source OCR toolkit that supports multi-language
Ocr Tesseract
Comprehensive guide to Optical Character Recognition (OCR) using Tesseract
Pdf Processing
Comprehensive guide to PDF processing, manipulation, and extraction using
Rag Architecture Patterns
RAG (Retrieval-Augmented Generation) architecture patterns cover system
Rag Chunking Metadata Strategy
RAG chunking metadata strategy covers systematic approach to adding,
Rag Citations Grounding
RAG citations grounding covers systematic process of collecting, managing,
Kafka Streams
Comprehensive guide to Apache Kafka patterns and Kafka Streams for real-time
Mqtt Integration
MQTT (Message Queuing Telemetry Transport) is a lightweight publish/subscribe
Queue Monitoring
Comprehensive guide to monitoring message queues including RabbitMQ,
Rabbitmq Patterns
Comprehensive guide to RabbitMQ messaging patterns and best practices
Redis Queue
Comprehensive guide to Redis as a message queue using Bull and BullMQ
Api Gateway
Comprehensive guide to API Gateway patterns using Kong, NGINX, and AWS
Circuit Breaker
Comprehensive guide to circuit breaker pattern implementation for microservices
Cqrs Pattern
'CQRS (Command Query Responsibility Segregation) separates write operations
Escrow Workflow
Patterns for implementing escrow and milestone-based payment systems
Event Driven
Comprehensive guide to event-driven microservices patterns for building
Event Sourcing
Event Sourcing stores state changes as an immutable sequence of events.
Saga Pattern
The Saga pattern manages distributed transactions by coordinating a series
Service Design
Comprehensive guide to microservice design principles and best practices
Service Discovery
Comprehensive guide to service discovery patterns using Consul and etcd
Service Mesh
Comprehensive guide to service mesh patterns using Istio and Linkerd
Temporal Workflow
Temporal is a durable execution platform for building reliable distributed
Api Key Management
This skill provides comprehensive patterns for managing API keys in web
Jwt Authentication
This skill provides comprehensive patterns for implementing JWT (JSON
Oauth2 Implementation
This skill provides comprehensive patterns for implementing OAuth 2.0
Rbac Patterns
This skill provides comprehensive patterns for implementing Role-Based
Session Management
This skill provides comprehensive patterns for implementing session management
Pentesting
Penetration Testing (Pentesting) provides a comprehensive framework for
Malware Analysis Forensics
This skill covers the implementation of Digital Forensics and Incident
Sgx Trustzone Hsm
This skill covers the implementation of hardware-based security solutions
Visionos Webxr 3D Audio
This skill covers the development of spatial computing and Extended Reality
Qiskit Cirq Quantum Error
This skill covers the development of software for quantum computers,
Cuda Mpi Parallel
This skill covers the development of software for high-performance computing
Pxe Fpga Asic
This skill covers the provisioning and management of bare-metal servers
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