ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ

Mervin Praison ยท Beginner ยท๐Ÿง  Large Language Models ยท2y ago

Key Takeaways

The video demonstrates the use of ChatDev, a tool that utilizes virtual AI agents to create software with just one prompt, increasing productivity and fostering collective intelligence. The tool leverages OpenAI's GPT-3.5 Turbo model to automate the development process.

Full Transcript

hi everyone I'm really excited to show you this tool it is a revolution in the way the software can be created imagine now you got a manager and you got developers testers and the documentation creators everyone in a virtual world everything is done by automated agents that's exactly what we're going to do create a complete software with just one prompt and all this virtual developers testers and CFOs CEOs will talk to each other and build the software I'm going to take you through step by step on how to install and then create a software with just one prompt let's get started first step is to clone open bmbb chat Dev navigate to that folder now create an environment cond create hyphn chat Dev python equal 3.11 this this will automatically create the virtual environment Now cond activate chat Dev will activate the virtual environment next pip install minus r requirements.txt this will install all the required packages for python to run this application next you need to export the open API key you can generate the open AI API key from the open AIA platform and then click enter that's it the basic step is done now we are going to run with one command and I'm going to show you how to change the configuration if required if you go into company config folder there are three different folders art default and human for now we going to see only the default folder there you should have chat chain config face config roll config in roll config we Define the list of people working in a company I'm in the role config here you got chief executive officer Chief product officer counselor Chief technology officer Chief human resource officer programmer code revie software test engineer Chief creative officer so these are all the people who are working virtually as AI agents the another configuration is the phase configuration the list of phases and the chat chain will give the basic setup config so you can change these settings based on your needs now let's start running the program to run the program be on the rule directory which is Chad Dev and then type python run.py the task you're giving is create an interactive Tic Tac to game and you are writing it as hyphen iph name you are giving a name for the whole project it's tic tac toe and the model we are using is GPT 35 turbo you can even use GPT 4 if you want then click enter this will initiate the conversation between all the developers testers the CEO CFOs now the build is done so you can see it took 127 seconds the total duration and the amount of tokens used number of lines of code to run the code go into CD Warehouse Tic Tac Toe default organization and then click enter there you should be able to see the list of FS now we going to run that file python main.py that opens a window like this here I'm going to play the game player X wins yeah that's it you can improve from here to view the way the developers and the testers got interacted we can go into python online log SL app.py this should automatically open the URL where you can browse in this you have chain chat visualizer where you can choose a file once after you choose the chain config file you should be able to see the configuration of the whole thing to get the chat replay click the chat replay and upload the log file which is in the warehouse folder the Tic Tac tur folder which you just created then click on replay now you can see the way the chief executive officer is interacting you can see the conversation is going on between different individuals the testing team is doing testing and that's it the whole software got created similarly you should be able to create the softwares you like with just one prompt I hope you like this video thanks for watching do like share and subscribe thank you

Original Description

๐Ÿ”ฅ Welcome to the FUTURE of Software Development! ๐Ÿ”ฅ ๐Ÿ‘‰ With ChatDev, you can: ๐Ÿค– Create a VIRTUAL software company with AI agents! ๐Ÿ› ๏ธ Design, code, test, and document software! ๐ŸŽฏ Use ONE prompt to initiate the entire build! ๐ŸŒŸ Benefits: ๐Ÿ“ˆ Increase productivity! ๐Ÿค Foster collective intelligence! ๐Ÿ›ก๏ธ Highly customizable and extendable! ๐Ÿ‘‡ Timestamps: 0:00 Introduction 0:07 What is ChatDev? 0:25 How to Install 0:40 Configuration 1:16 Running the Program 3:34 Playing the Game 4:21 Conclusion ๐Ÿ‘ Like, Share, and Subscribe for more revolutionary tech content! ๐Ÿ›Ž๏ธ git clone https://github.com/OpenBMB/ChatDev.git cd ChatDev conda create -n chatdev python=3.11 conda activate chatdev pip install -r requirements.txt export OPENAI_API_KEY=sk-[Your_API_Key] python run.py --task "create an interactive tic tac toe game" --name tictactoe --model=GPT_3_5_TURBO python online_log/app.py #ChatDev, #AI, #ArtificialIntelligence, #Artificial, #Intelligence, #SoftwareDevelopment, #Software, #Development, #VirtualAgents, #Virtual, #Agents, #CollectiveIntelligence, #Collective, #Intelligence, #Programming, #Code, #Testing, #Documentation, #Customizable, #Extendable, #Framework, #LLMs, #LargeLanguageModels, #Large, #Language, #Models, #CEO, #CPO, #CTO, #Programmer, #Reviewer, #Tester, #ArtDesigner, #Art, #Designer, #Python, #OpenAI, #API, #VirtualEnvironment, #Virtual, #Environment, #Configuration, #Phases, #Roles
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Playlist

Uploads from Mervin Praison ยท Mervin Praison ยท 24 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
โ–ถ 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
53 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

The video teaches how to use ChatDev to create software with virtual AI agents, leveraging OpenAI's GPT-3.5 Turbo model. By following the steps outlined in the video, viewers can increase productivity and foster collective intelligence in their software development processes. The tool automates the development process, allowing users to create software with just one prompt.

Key Takeaways
  1. Clone the ChatDev repository
  2. Create a virtual environment
  3. Install required packages
  4. Export OpenAI API key
  5. Configure the company settings
  6. Run the program with a prompt
  7. View the chat replay
๐Ÿ’ก The use of virtual AI agents can significantly increase productivity and foster collective intelligence in software development processes.
๐Ÿ”’ Pro feature: Ask AI to explain this lesson โ†’

Related Reads

๐Ÿ“ฐ
Claude Sonnet 5 Just Launched. Is It Actually Better Or Just Newer?
Learn how Claude Sonnet 5 compares to other models like Opus 4.8 and GPT 5.6 in terms of pricing, performance, and benchmarking, and understand what these differences mean for your projects
Medium ยท AI
๐Ÿ“ฐ
Claude Sonnet 5 Just Launched. Is It Actually Better Or Just Newer?
Learn how Claude Sonnet 5 compares to Frontier models in pricing, performance, and benchmarking, and what this means for your ML projects
Medium ยท Machine Learning
๐Ÿ“ฐ
Claude Sonnet 5 Just Launched. Is It Actually Better Or Just Newer?
Learn how Claude Sonnet 5 compares to Frontier models in terms of pricing, performance, and benchmarking, and understand what these differences mean for your projects
Medium ยท LLM
๐Ÿ“ฐ
Claude Sonnet 5 Didnโ€™t Just Get Smarter. It Changed the Economics of AI.
Claude Sonnet 5's advancements have transformed the economics of AI, making it more viable for production
Medium ยท LLM

Chapters (7)

Introduction
0:07 What is ChatDev?
0:25 How to Install
0:40 Configuration
1:16 Running the Program
3:34 Playing the Game
4:21 Conclusion
Up next
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Watch โ†’