May 2026
Intermediate to advanced
378 pages
8h 17m
English
Content preview from RAG with Python CookbookBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A
- abbreviations, replacing to enhance data quality, Solution-Discussion
- ACID transactions, Discussion
- Agent class (OpenAI Agents SDK), Solution
- agent hand-offs, Discussion
- agentic chunkers, Solution-Discussion
- agentic chunking implementation guide (Murallie), See Also
- agentic RAG
- asyncio for accelerating agents, Problem-Discussion
- choosing agentic frameworks, Problem-Discussion
- custom tools in Python, Problem
- function calling
- discussion and trade-offs, Discussion
- iterative tool calls in loop, Solution-Solution
- tool definitions with docstrings, Problem-Solution
- LangGraph
- agent execution and visualization, Solution
- discussion and comparison, Discussion-Discussion
- graph nodes and edges, Solution-Solution
- state and tool definitions, Problem-Solution
- MCP tools, Problem-Discussion
- sales negotiation agent
- agent workflow architecture, Problem
- multiagent negotiation setup, Solution-Solution
- tool definitions and vector store, Solution
- tracing and hand-offs discussion, Discussion
- workflow patterns, multiagent systems, Problem-Discussion
- Agents SDK (OpenAI) (see OpenAI Agents SDK)
- all-MiniLM-L6-v2 embedding model, Solution-Solution
- Amazon Aurora, Solution
- Amazon Bedrock Agents, See Also
- Amazon Elastic Container Registry (ECR), Solution
- Amazon Elastic Container Service (ECS), Solution
- Amazon Lightsail, Solution
- Amazon Transcribe, Discussion
- anchor nodes, Graph RAG
- ANN Benchmarks, See Also
- Annoy, Step 1: Define your requirements ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.