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Tools/Agency Swarm vs Guidance
Agency Swarm

Agency Swarm

framework
vs
Guidance

Guidance

framework

Agency Swarm vs Guidance — Comparison

Overview
What each tool does and who it's for

Agency Swarm

Reliable Multi-Agent Orchestration Framework. Contribute to VRSEN/agency-swarm development by creating an account on GitHub.

This framework continues the original vision of Arsenii Shatokhin (aka VRSEN) to simplify the creation of AI agencies by thinking about automation in terms of real-world organizational structures, making it intuitive for both agents and users. If you hit environment issues, see the Installation guide. or convert from OpenAPI schemas: In Agency Swarm, communication flows are directional. The operator defines allowed initiations (left can initiate a chat with right). On first run, Agency Swarm sets up the terminal app automatically, shows a short setup message, and reuses it on later runs. See the terminal workflow guide: https://agency-swarm.ai/core-framework/agencies/agent-swarm-cli Need sync? agency.get_response_sync(...) exists, but async is recommended. Recommended agent folder structure: This structure ensures that each agent has its dedicated space with all necessary files to start working on its specific tasks. The tools.py can be customized to include tools and functionalities specific to the agent's role. For details on how to contribute to Agency Swarm, please refer to the Contributing Guide. Agency Swarm is open-source and licensed under MIT. Reliable Multi-Agent Orchestration Framework There was an error while loading. Please reload this page. There was an error while loading. Please reload this page. There was an error while loading. Please reload this page. There was an error while loading. Please reload this page.

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
4,130
GitHub Stars
21,364
1,008
GitHub Forks
1,157
—
npm Downloads/wk
—
—
PyPI Downloads/mo
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Community Sentiment
How developers feel about each tool based on mentions and reviews

Agency Swarm

0% positive100% neutral0% negative

Guidance

0% positive100% neutral0% negative
Pricing

Agency Swarm

subscription + tiered

Guidance

tiered
Use Cases
When to use each tool

Agency Swarm (2)

InstallationSet Your OpenAI Key
Features

Shared (3)

ResourcesLicenseContributing

Only in Agency Swarm (7)

Key FeaturesCompatibilityFolder StructureUh oh!StarsWatchersForks

Only in Guidance (7)

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 JSON
Developer Ecosystem
32
GitHub Repos
11
648
GitHub Followers
236
1
npm Packages
20
6
HuggingFace Models
14
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Agency Swarm

No data yet

Guidance

token cost (2)
Product Screenshots

Agency Swarm

Agency Swarm screenshot 1

Guidance

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

Agency Swarm

AI/MLFinTechDevOpsSecurityDeveloper Tools

Guidance

AI/MLFinTechDevOpsSecurityDeveloper Tools
View Agency Swarm Profile View Guidance Profile