aws_bedrock_integration

What problem does it solve?

This Skill streamlines integration with Amazon Bedrock Nova models to automate job description generation, produce high-quality embeddings for semantic candidate ranking, and enable agentic JD workflows, reducing manual drafting and improving match quality.

Core Features & Use Cases

• Provider configuration & switching: Toggle between Bedrock and OpenAI via AI_PROVIDER with clear environment variables and fallback logic.
• JD generation & regeneration: Generate, refine, and validate SEO-optimized job descriptions using Nova models and structured parsing.
• Embeddings & semantic search: Create 1024-dim Titan embeddings for Pinecone-based candidate ranking and handle index dimension mismatches.
• Bedrock client utilities: Async/sync client factories, message formatting, response parsing, error handling, and test endpoints for robust integration.

Quick Start

Generate a Senior Backend Engineer job description with Nova and produce a 1024-dimension embedding for semantic candidate ranking.