Jeff Tang af8838463e added lesson summary in each notebook and README 10 meses atrás
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Building_Agentic_RAG_with_Llamaindex_L2_Tool_Calling.ipynb af8838463e added lesson summary in each notebook and README 10 meses atrás
Building_Agentic_RAG_with_Llamaindex_L3_Building_an_Agent_Reasoning_Loop.ipynb af8838463e added lesson summary in each notebook and README 10 meses atrás
Building_Agentic_RAG_with_Llamaindex_L4_Building_a_Multi-Document_Agent.ipynb af8838463e added lesson summary in each notebook and README 10 meses atrás
README.md af8838463e added lesson summary in each notebook and README 10 meses atrás

README.md

Building Agentic RAG with Llamaindex

The folder here containts the Llama 3 ported notebooks of the DLAI short course Building Agentic RAG with Llamaindex.

  1. Building Agentic RAG with Llamaindex L1 Router Engine shows how to implement a simple agentic RAG, a router that will pick up one of several query tools (question answering or summarization) to execute a query on a single document. Note this notebook is located in the quickstart folder.

  2. Building Agentic RAG with Llamaindex L2 Tool Calling shows how to use Llama 3 to not only pick a function to execute, but also infer an argument to pass through the function.

  3. Building Agentic RAG with Llamaindex L3 Building an Agent Reasoning Loop shows how to define a complete agent reasoning loop to reason over tools and multiple steps on a complex question the user asks about a single document while maintaining memory.

  4. Building Agentic RAG with Llamaindex L4 Building a Multi-Document Agent shows how to use an agent to handle multiple documents and increasing degrees of complexity.