1
Knowledge Ingestion & Retrieval
Ingesting 3rd-party data from Google Drive, Slack, and more for retrieval in RAG
2
Permissions, Permissions, Permissions
Reconciling 3rd-party permissions in your RAG application using a graph database
3
Agentic AI Actions
Building function tools for your AI agents to automate tasks across 3rd party apps
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CHAPTER 1
Building a Knowledge Chatbot
Core concepts:
Ingesting unstructured data from 3rd-party apps
Chunking & embedding data into a vector database
Orchestrating the retrieval process in RAG
CHAPTER 2
Reconciling 3rd-party permissions
Core concepts:
Ingesting permissions metadata from 3rd-party apps
Mapping & storing permissions in a graph database
Reconciling user permissions before retrieval at runtime
Scaling permissions across multiple integrations and schemas
CHAPTER 3
Instrumenting Agentic AI Actions
Core concepts:
Building 3rd-party actions with Paragon
Creating the function tools for your AI agent
Adding a human-in-the-loop for any write actions
Chaining multiple actions together
