Promptfoo: How to Test Your LLM ? ๐Ÿš€ VERY EASY!

Mervin Praison ยท Beginner ยท๐Ÿง  Large Language Models ยท2y ago
Discover the mind-blowing capabilities of Promptfoo ๐ŸŒ, the Node.js library that simplifies testing large language models like GPT-3.5 and GPT-4! ๐Ÿค– ๐ŸŽฏ Benefits: Streamline AI testing with Promptfoo Easy API key integration for multiple models Add, test, and evaluate prompts quickly Bulk upload prompts for efficient testing Perfect for AI enthusiasts and developers! โฑ๏ธ Timestamps: 0:00 - Introduction to AI Model Testing 0:18 - Getting Started with Promptfoo 0:30 - Installation Guide 0:52 - Launching Promptfoo 1:02 - Adding API Keys and Selecting Models 1:17 - Adding Prompts and Test Cases 1:โ€ฆ
Watch on YouTube โ†— (saves to browser)

Chapters (8)

Introduction to AI Model Testing
0:18 Getting Started with Promptfoo
0:30 Installation Guide
0:52 Launching Promptfoo
1:02 Adding API Keys and Selecting Models
1:17 Adding Prompts and Test Cases
1:50 Testing Models and Running Evaluation
2:08 Extending Tests and Uploading Prompts

Playlist

Uploads from Mervin Praison ยท Mervin Praison ยท 53 of 60

1 Build GCP Infra using Pulumi in YAML format
Build GCP Infra using Pulumi in YAML format
Mervin Praison
2 How to Convert a Pulumi YAML File to Python Format
How to Convert a Pulumi YAML File to Python Format
Mervin Praison
3 Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
Mervin Praison
4 Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Mervin Praison
5 AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
Mervin Praison
6 ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
Mervin Praison
7 How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
Mervin Praison
8 Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
Mervin Praison
9 Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
Mervin Praison
10 Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
Mervin Praison
11 Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
Mervin Praison
12 Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
Mervin Praison
13 LM Studio: EASIEST way to Run Large Language Models Locally!
LM Studio: EASIEST way to Run Large Language Models Locally!
Mervin Praison
14 AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
Mervin Praison
15 Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
Mervin Praison
16 Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
Mervin Praison
17 How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
Mervin Praison
18 GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
Mervin Praison
19 Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
Mervin Praison
20 MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
Mervin Praison
21 Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
Mervin Praison
22 Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
Mervin Praison
23 Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
Mervin Praison
24 ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
Mervin Praison
25 Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
Mervin Praison
26 AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
Mervin Praison
27 AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
Mervin Praison
28 MemGPT: Amazing! External Context for LLM #ai #llm #memgpt  #generativeai #mem #gpt #openai #chatgpt
MemGPT: Amazing! External Context for LLM #ai #llm #memgpt #generativeai #mem #gpt #openai #chatgpt
Mervin Praison
29 GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
Mervin Praison
30 VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
Mervin Praison
31 Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
Mervin Praison
32 Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
Mervin Praison
33 LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
Mervin Praison
34 ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
Mervin Praison
35 LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
Mervin Praison
36 Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
Mervin Praison
37 Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
Mervin Praison
38 LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
Mervin Praison
39 INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
Mervin Praison
40 React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
Mervin Praison
41 MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
Mervin Praison
42 MemGPT  + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
MemGPT + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
Mervin Praison
43 AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
Mervin Praison
44 MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
Mervin Praison
45 ๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
Mervin Praison
46 AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
Mervin Praison
47 AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
Mervin Praison
48 Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
Mervin Praison
49 AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
Mervin Praison
50 LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
Mervin Praison
51 Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Mervin Praison
52 Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Mervin Praison
โ–ถ Promptfoo: How to Test Your LLM ? ๐Ÿš€  VERY EASY!
Promptfoo: How to Test Your LLM ? ๐Ÿš€ VERY EASY!
Mervin Praison
54 Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Mervin Praison
55 Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Mervin Praison
56 Pydantic: How to use LLM to convert unstructured data to structured data?
Pydantic: How to use LLM to convert unstructured data to structured data?
Mervin Praison
57 AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
Mervin Praison
58 OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
Mervin Praison
59 GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
Mervin Praison
60 GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
Mervin Praison
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Next Up
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)