langchain-patterns

Demonstrates comprehensive testing strategies and design patterns for robust software quality assurance and test-driven development.

Generates AI-powered content across various formats like blog posts, articles, scripts, and marketing copy with customizable parameters.

Enables seamless integration and interaction with Supabase database services for AI-powered development workflows and applications.

Implements retrieval-augmented generation (RAG) for enhanced AI query responses using advanced document indexing and semantic search techniques.

Enables seamless speech-to-text conversion by integrating advanced transcription services into AI workflows and applications.

Generates and manages embeddings for text data using advanced AI models, enabling semantic search and machine learning applications.

AI-powered website builder with Astro, MDX, content-image-generation MCP, Supabase CMS, and component integration for marketing sites, blogs, and documentation

Generates comprehensive end-to-end test scenarios for software applications, covering various user interactions and edge cases.

Implements robust authentication patterns and middleware for FastAPI applications using JWT, OAuth, and role-based access controls.

Searches and retrieves files from Google Drive using natural language queries and advanced filtering capabilities.