AI Playground

RAG-powered company research and content generation

Pull latest prompts from LangSmith Hub

Step 1: Ingest Company

Enter a company website URL to crawl and index their content.

Step 2: Configure Analysis

Provide your job context for personalized insights.

Step 2.1: Role Responsibilities

Role Responsibilities

Role responsibilities will appear here after generation.

Step 2.2: Requirements

Requirements

Requirements will appear here after generation. Requires Step 2.1 to be generated first.

Step 2.3: Interview Support

Interview Support

Interview support materials will appear here. Requires Steps 2.1 and 2.2 to be generated first.

How it works: This POC crawls company websites, extracts and embeds content using LlamaIndex, stores vectors in pgvector, and uses LangChain with GPT-4 to generate personalized insights based on RAG retrieval.