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Tools/ChatDev vs Guidance
ChatDev

ChatDev

framework
vs
Guidance

Guidance

framework

ChatDev vs Guidance — Comparison

Overview
What each tool does and who it's for

ChatDev

ChatDev is a virtual software company of intelligent agents united to revolutionize programming through collaboration. Its goal is providing an easily

Github: https://github.com/OpenBMB/ChatDev preprint paper: https://arxiv.org/abs/2307.07924 ChatDev stands as a virtual software company that operates through various intelligent agents holding different roles, including Chief Executive Officer, Chief Technology Officer, Programmer, Tester, and more. These agents form a multi-agent organizational structure and are united by a mission to "revolutionize the digital world through programming." The agents within ChatDev collaborate by participating in specialized functional seminars, including tasks such as designing, coding, testing, and documenting. The primary objective of ChatDev is to offer an easy-to-use, highly customizable and extendable framework, which is based on large language models (LLMs) and serves as an ideal scenario for studying collective intelligence. Begin by cloning the repository using the command: Ensure you have a version 3.9 or higher Python environment. You can create and activate this environment using the following commands, replacing ChatDev_conda_env with your preferred environment name: Move into the ChatDev directory and install the necessary dependencies by running: Export your OpenAI API key as an environment variable. Replace "your_OpenAI_API_key" with your actual API key. Remember that this environment variable is session-specific, so you need to set it again if you open a new terminal session. This is not the official website of ChatDev.

Guidance

A guidance language for controlling large language models. - guidance-ai/guidance

I cannot provide a meaningful summary about user opinions on "Guidance" based on the provided social mentions. The mentions appear to be from various unrelated topics (political investigations, immigration surveillance, AI benchmarking, and code updates) and don't contain any reviews or discussions specifically about a software tool called "Guidance." To provide an accurate summary of user sentiment about Guidance, I would need social mentions and reviews that actually discuss the software tool itself, including user experiences, features, pricing, and overall satisfaction.

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
2
32,290
GitHub Stars
21,364
3,984
GitHub Forks
1,157
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

ChatDev

0% positive100% neutral0% negative

Guidance

0% positive100% neutral0% negative
Pricing

ChatDev

tiered

Guidance

tiered
Features

Only in ChatDev (6)

1. Clone the GitHub Repository:2. Set Up Python Environment:3. Install Dependencies:4. Set OpenAI API Key:5. Build Your Software:6. Run Your Software:

Only in Guidance (10)

Set the temperature of the generationCapture the generated page from the Model objectA Pythonic interface for language modelsGuarantee output syntax with constrained generationDebug grammars offline (no model API calls)Create your own Guidance functionsGenerating JSONResourcesLicenseContributing
Developer Ecosystem
70
GitHub Repos
11
5,959
GitHub Followers
236
3
npm Packages
20
38
HuggingFace Models
14
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

ChatDev

No data yet

Guidance

token cost (2)
Product Screenshots

ChatDev

No screenshots

Guidance

Guidance screenshot 1
Company Intel
—
Industry
information technology & services
—
Employees
6,000
—
Funding
$7.9B
—
Stage
Other
Supported Languages & Categories

ChatDev

ChatDev.aiai agentai programmingAI/MLDeveloper Tools

Guidance

AI/MLFinTechDevOpsSecurityDeveloper Tools
View ChatDev Profile View Guidance Profile