Agentic AI - Private Agentic RAG with LangGraph and Ollama By KGP Talkie | Laxmi Kant
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Agentic AI - Private Agentic RAG with LangGraph and Ollama · Program
About this program
Agentic AI - Private Agentic RAG with LangGraph and Ollama
Online Course
Learning format
Claude AI
Subcategory
English
Course language
$39.99 (list $9.99)
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in Agentic AI - Private Agentic RAG with LangGraph and Ollama
- Build private, production-ready Agentic RAG systems using LangGraph v1 and Ollama.
- Create custom LLM workflows with LangGraph state machines, nodes, edges, and conditional routing.
- Implement PageRAG, metadata extraction, PDF processing with Docling, and page-level ingestion.
- Use ChromaDB, embeddings, metadata filtering, and MMR retrieval for high-accuracy search.
- Apply BM25+ re-ranking and advanced retrieval pipelines for financial document analysis.
- Build Agentic RAG: tool calling, reasoning loops, structured outputs, and multi-step workflows.
- Implement Corrective RAG (CRAG) with document grading, query rewriting, and web search fallback.
- Create custom Ollama models, Modelfiles, embeddings, and integrate with LangChain.
- Build Reflexion, Self-RAG and Adaptive RAG along with MySQL Agent
What's Included in Agentic AI - Private Agentic RAG with LangGraph and Ollama
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