12 min read
LLM Benchmarks
Fine-Tuning Llama 3 for Specific Tasks
A comprehensive guide on preparing datasets and using LoRA to fine-tune open-source models on consumer hardware.
Sarah ChenOct 22, 2024
Featured Insight
Automating the Future: LLMs in Enterprise
A deep dive into the latest GPT-4o capabilities, security implications, and Python automation scripts for scalable workflows.
import openai
def automate_workflow(data):
response = client.chat.completions.create(
model="gpt-4o",
messages=[{"role": "user", "content": data}]
)
return response.choices[0]
Recent Insights
8 min read
Security
Prompt Injection Prevention 101
Understanding the risks of prompt injection in production applications and strategies to mitigate them effectively.
Alex MorganOct 20, 2024
6 min read
Python
Automating Daily Reports with Pandas
Stop wasting time on Excel. Learn how to write a simple Python script to fetch, clean, and email your daily business metrics.
Mike RossOct 18, 2024
10 min read
Design
UI Patterns for AI Chat Interfaces
Best practices for designing chat interfaces that feel natural, handle errors gracefully, and guide user intent.
David LeeOct 15, 2024
15 min read
Robotics
Integrating Vision Models with Robotics
A technical deep dive into using OpenCV and YOLOv8 to control robotic arms for sorting tasks.
Sarah ChenOct 12, 2024
7 min read
Community
Open Source Contribution Guide 2024
Want to contribute to major AI projects? Here is a roadmap to your first PR in LangChain, Hugging Face, or PyTorch.
Mike RossOct 10, 2024
15 min read
GenAI
Automating the Future: LLMs in Enterprise
A deep dive into the latest GPT-4o capabilities, security implications, and Python automation scripts for scalable workflows.
Candide EdelMay 18, 2024
15 min read
Tutorials
Building Autonomous AI Agents with LangChain
Learn how to create AI agents that can reason, plan, and execute tasks autonomously using LangChain and Python
Sarah MartinezMay 18, 2024
5 min read
LLM Benchmarks
Llama 3 vs. GPT-4: A Developer's Perspective
We ran 50 coding tests on both models focusing on Python generation and debugging capabilities. The results might change your stack choice.
Sarah ChenMay 15, 2024
12 min read
Tutorials
Building a RAG Pipeline with LangChain
A step-by-step guide to creating your own Retrieval-Augmented Generation system for querying private documentation.
Mike RossMay 12, 2024
8 min read
GenAI
Is Prompt Engineering Dead?
As models become more intuitive, the art of complex prompting is evolving. Here is what the future holds for this skill.
Alex MorganMay 10, 2024