Visual Roadmap - Part 4: End-to-End Flows
Complete pipelines from raw data to production: project flow, RAG pipeline, document ingestion, LLM training, agentic RAG, idea-to-production, and multimodal.
15. End-to-End Project Flow
16. Docs + Query → Chunks → Embeddings → RAG → Answer
Traces both sides of the RAG system: document ingestion and query-time retrieval.
17. Document Ingestion Pipeline
How a PDF becomes searchable knowledge in a RAG system.
18. Training an LLM (Pre-train → Fine-tune → Deploy)
How a language model goes from raw text to a production API.
19. Agentic RAG (Question → Tools → Search → Synthesize)
An AI agent answering a complex question that requires multiple tool calls.
20. From Idea to Production AI App
The complete lifecycle from first line of code to users in production.
21. Multimodal - Image + Text → Understanding → Generation
How multimodal models process and generate across modalities.
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