Repository for the "Building LLMs for Production" book by Towards AI.

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

AI 应用示例合集

A Notebook with Flexible Customization and Easy Integration.

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

GenAI Playground

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

AI Agent Work shop include Agent from Corepython, using CrewAI and Using SmolAgent

🪐 ✨ AI Agents for JupyterLab with 🛠️ MCP tools - Chat interface for intelligent notebook interaction, code execution, and workspace management.

This is a repository of agent notebooks that contains studies on how to use various agent libraries with different tools and methods.

End-to-end financial text-analysis using Bigdata API and the Bigdata-Research-Tools library. Ready-to-use notebooks with RAG & GenAI enabling thematic and risk screening, trend tracking, and automated report generation, extracting insights at scale.

Jupyter notebooks to test Semantic Kernel Python code from its official documentation page.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

Example langchain usage notebooks

QA With Jupyter NoteBook(.ipynb) powered by LangChain & Anthropic

Notebooks with source code for self-study experiment with LLM chain and agent for information retrieval on Nebulous: Fleet Command datasets.

Practical Jupyter notebook to demo the use of REST APIs with the Azure AI Foundry's Agents Service

This repository contains a Jupyter notebook demonstrating a fully automated "Deep Research" agent built with the OpenAI Agents SDK. The agent can plan web searches, summarize findings, compose a cohesive report, and email the results—all with minimal user intervention.

AI Research Assistant Platform powered by OpenAI's gpt-oss models - Democratizing advanced data analysis through conversational AI and automated notebook generation