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Shubham Saboo Profile picture
Shubham Saboo
@Saboo_Shubham_
Daily tips and tutorials on LLMs, RAG and AI Agents | Author of books on GPT-3 & Neural Search in Production | DM open for collaboration
11 subscribers
Dec 24 • 4 tweets • 2 min read
I built a multimodal AI medical image diagnosis agent using Gemini 2.0

This AI Agent can:
• Analyze medical scans
• Detect abnormalities
• Search the web
• Generate patient-friendly reports

100% Opensource Code with step-by-step tutorial. STRICTLY for educational purposes. Not for any kind of medical advice.

Find all the awesome LLM Apps with AI Agents and RAG in the following Github Repo.

P.S: Don't forget to star the repo to show your support 🌟

github.com/Shubhamsaboo/a…
Dec 19 • 4 tweets • 2 min read
Drag & Drop to build AI Agents.

And deploy to API in one click with Nocode.

100% Opensource. Try it out now: pyspur.dev

Find all the awesome LLM Apps tutorials with RAG and AI agents in my AI newsletter for developers.

P.S: Don't forget to subscribe for FREE to access future tutorials.

theunwindai.com/archive?tags=A… Image
Dec 14 • 4 tweets • 2 min read
I built an automated AI design team with multi-agents.

It has 3 multimodal AI agents working together as a team:

1. Visual Design Agent
2. UX Analysis Agent
3. Market Analysis Agent

100% Opensource Code with step-by-step tutorial. Step-by-step tutorial with Code:

theunwindai.com/p/build-a-mult…
Dec 10 • 4 tweets • 2 min read
AI Agents and RAG tutorials with step-by-step instructions

100% Free and Opensource. Image Find all the awesome LLM Apps demo with RAG in the following Github Repo.

P.S: Don't forget to star the repo to show your support 🌟

github.com/Shubhamsaboo/a…
Dec 3 • 14 tweets • 4 min read
Build a personal health and fitness AI Agent using Google Gemini in less than 50 lines of Python Code (step-by-step instructions): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/build-a-pers…
Nov 24 • 15 tweets • 4 min read
Build a local ChatGPT Clone with memory using Llama 3.1 and vector databases (100% free and without internet): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/build-a-loca…
Nov 10 • 9 tweets • 3 min read
Build an AI Finance Agent with web access using xAI Grok in just 20 lines of Python Code (step-by-step instructions): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/build-an-ai-…
Oct 22 • 12 tweets • 4 min read
Build a team of AI Agents to create an AI financial analyst with web access using GPT-4o in just 20 lines of Python Code (step-by-step instructions): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/build-a-team…
Oct 21 • 11 tweets • 4 min read
Build an AI RAG agent with web access using GPT-4o in just 15 lines of Python Code (step-by-step instructions): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/build-an-ai-…
Sep 30 • 11 tweets • 4 min read
Finetune Llama 3.2 for free in just 30 lines of Python Code (step-by-step instructions): For easy viewing, follow this blog post with step-by-step code instructions.

Alternatively, continue reading for detailed code instructions and steps.

theunwindai.com/p/fine-tune-ll…
Sep 27 • 12 tweets • 4 min read
Build a LLM app with RAG to chat with PDF using Llama 3.2 running locally on your computer (100% free and without internet): 1. Import necessary libraries

• Streamlit for building the web app
• Embedchain for the RAG functionality
• tempfile for creating temporary files and directories Image
Sep 25 • 9 tweets • 3 min read
Build an Autonomous AI Web Agent that can take actions on its own in just 10 lines of Python Code (step-by-step instructions): 1. Install the required Python library

You will need to set the OPENAI_API_KEY variable in your local environment with a valid API key for this example to work. Image
Sep 24 • 8 tweets • 3 min read
5 opensource frameworks to build LLM apps with RAG (100% free): 1. @n8n_io

Opensource AI toolkit to build local LLM apps with RAG and AI agents.

It uses @ollama for serving local LLMs like Llama-3 and @qdrant_engine to for local vector database.

Comes with 100+ templates of LLM and RAG apps.

github.com/n8n-io/self-ho…
Sep 20 • 7 tweets • 2 min read
Run an Opensource conversational AI model like ChatGPT voice mode locally on your computer in just three simple steps (100 % free and offline): 1. Install the Python Library Moshi MLX Image
Sep 14 • 13 tweets • 4 min read
Build an AI Customer Support Agent with memory using GPT-4o and vector database in less than 100 lines of Python Cod (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image
Aug 17 • 12 tweets • 4 min read
Build an LLM app with Mixture of AI Agents using small Opensource LLMs that can beat GPT-4o in just 40 lines of Python Code (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image
Aug 15 • 12 tweets • 4 min read
Build a Multi LLM playground with OpenAI GPT-4o, Claude Sonnet 3.5 and Cohere Command R in just 15 lines of Python Code (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image
Jul 28 • 5 tweets • 2 min read
3 ways to run Llama 3.1 locally on your computer (100% free and without internet): 1. Ollama + OpenWebUI

Ollama is an opensource project that provides an easy way to download and run local LLMs like Llama 3.1 on your computer.

Ollama integrates with the OpenWebUI project, which gives you a web-based ChatGPT like user interface to interact with the local LLMs.
Jul 23 • 12 tweets • 4 min read
Build an AI Research Agent with memory using GPT-4o-mini and vector database to search relevant research papers based on your interest in just 40 lines of Python Code (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image
Jul 22 • 14 tweets • 5 min read
Build a LLM app with shared Memory across multiple LLMs like GPT-4o, Claude Sonnet 3.5 and Llama-3 using vector database in less than 100 lines of Python Code (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image
Jul 21 • 13 tweets • 4 min read
Build an AI Travel Agent with memory using GPT-4o and vector database in less than 100 lines of Python Code (step-by-step instructions): 1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries: Image