Building an Agentic Retrieval-Augmented Generation (RAG) System with IBM Watsonx and Langchain
A quick-start tutorial- 25049Murphy ≡ DeepGuide
Can LLMs Replace Data Analysts? Building An LLM-Powered Analyst
Part 1: empowering ChatGPT with tools- 20623Murphy ≡ DeepGuide
Can LLMs Replace Data Analysts? Getting Answers Using SQL
Part 2: Diving deeper into LLM agents- 25131Murphy ≡ DeepGuide
Solving Reasoning Problems with LLMs in 2023
It's the beginning of 2024 and ChatGPT just celebrated its one-year birthday. One year is a super long time for the community of large...- 24944Murphy ≡ DeepGuide
Building a Chat App with LangChain, LLMs, and Streamlit for Complex SQL Database Interaction
Build and deploy a chat application for complex database interaction with LangChain agents.- 28760Murphy ≡ DeepGuide
Powerful Collaboration of AI Agents with CrewAI
A hands-on marketing use case- 27069Murphy ≡ DeepGuide
Revolutionize Web Browsing with AI
Unlock Interactive Online Experiences Using GPT-4V and Puppeteer- 29114Murphy ≡ DeepGuide
Generate "Verified" Python Code Using AutoGen Conversable Agents
Leverage multi-agentic workflows for code testing and debugging- 20456Murphy ≡ DeepGuide
Building a simple Agent with Tools and Toolkits in LangChain
Get familiar with the building blocks of Agents in LangChain- 22518Murphy ≡ DeepGuide
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A…
We set out to uncover the key design elements for AI Agents to effectively execute complex goals. This article summarizes our findings.- 29068Murphy ≡ DeepGuide
Building an Email Assistant Application with Burr
A tutorial to demonstrate how to use Burr, using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent.- 28350Murphy ≡ DeepGuide
Tool Use, Agents, and the Voyager Paper
A detailed exploration of the Voyager Paper and its findings on tool usage- 26044Murphy ≡ DeepGuide
Routing in RAG Driven Applications
Directing the application flow based on query intent- 23015Murphy ≡ DeepGuide
Next-Level Agents: Unlocking the Power of Dynamic Context
How to improve accuracy, speed, and token usage of AI agents- 27552Murphy ≡ DeepGuide
From Prompt Engineering to Agent Engineering
Introducing a Practical Agent Engineering Framework- 21885Murphy ≡ DeepGuide
Diving Deep into AutoGen and Agentic Frameworks
This blog post will go into the details of the "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation" paper- 20347Murphy ≡ DeepGuide
How to Build a Streaming Agent with Burr, FastAPI, and React
An overview of how to leverage streaming using open source tools applied to building a simple agentic chat bot- 22029Murphy ≡ DeepGuide
Building a Research Agent That Can Write to Google Docs (Part 1)
A tool that might help with your homework- 20422Murphy ≡ DeepGuide
Building a Research Assistant That Can Write to Google Docs (Part 2)
A tool that might help with your homework- 24484Murphy ≡ DeepGuide
Productionising GenAI Agents: Evaluating Tool Selection with Automated Testing
How to create reliable and scalable GenAI Agents for real-world applications- 29854Murphy ≡ DeepGuide
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Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag