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01 LLM Foundations
Climb a 12-rung ladder from a memoryless prompt to GraphRAG, evals, agents, and MCP — each step queryable live.
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LLM Foundations Demo
Open the live demo to interact with the full application. Use ← Portfolio in the demo header to return home.
Status
LiveStack
Pythonpydantic-aiOpenAIGraphRAGMCP
Coming Soon
- Stateless → memory → full-context → naive RAG
- Smart chunking, reranking, GraphRAG, security tiers
- Evals, tools, and dual MCP (EDGAR + Yahoo Finance)