Llama Firewall: Comprehensive Guardrails for LLM Applications
A brief on Llama Firewall from Meta, a comprehensive system of guardrails for securing LLM applications and agents.
Topic
Open Source
A collection of posts on open source software.
Content Safety with Llama Guard and Groq
Explore content safety with Meta Llama Guard 4 on Groq — how it classifies prompts against the MLCommons taxonomy, with a full Streamlit app included.
Supercharge Web Scraping and Extraction with Firecrawl
A brief on Firecrawl, an open source tool for web scraping and data extraction.
Detect Jailbreaks and Prompt Injections with Meta Prompt Guard
Detect prompt injections and jailbreaks with Meta Prompt Guard 2 — how the binary classifier works, with a full Streamlit app you can run locally or on Railway.
Protect Jupyter Notebooks with NB Defense Extension
A step-by-step guide on protecting Jupyter notebooks with NB Defense, an open-source extension by Protect AI.
Blinkist for URLs with LlamaIndex and OpenAI
A brief guide to AI-generated web URL summaries with LlamaIndex and OpenAI.
Chat with PDF using LlamaIndex and LlamaParse
A step-by-step guide on chatting with a PDF document using LlamaIndex, LlamaParse and OpenAI.
Running Open-Source Generative AI Models on Fireworks AI
Run open-source AI models on Fireworks AI — text, image, and code generation via a simple Streamlit app with Kimi K2.5, DeepSeek V3.2, GLM-5, and more.
Generative Q&A with LangChain, Gemini and Chroma
A step-by-step guide on generative question-answering with LangChain, Gemini and Chroma.
Stock Financial Analysis with Streamlit and Massive API
Building a stock financial analysis app using Streamlit and Massive API (formerly Polygon.io), deployed on Railway.