Comparison
DemoGPT vs agency
Verdict
Pick DemoGPT if extracting decision-critical facts for DemoGPT; pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Markdown twin · DemoGPT alternatives · agency alternatives
GraphCanon updated 4d
Trust & integrity
| Signal | DemoGPT | agency |
|---|---|---|
| Maintenance | Slowing (135d since push) As of 4d · github_public_v1 | Dormant (559d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- DemoGPT
- Create LLM agents in a second with your prompts.
- agency
- Library for exploring Large Language Models and generative AI in Go
Stars
- DemoGPT
- 1.9k
- agency
- 512
Forks
- DemoGPT
- 224
- agency
- 36
Open issues
- DemoGPT
- 10
- agency
- 4
Language
- DemoGPT
- Python
- agency
- Go
Adopt for
- DemoGPT
- Extracting decision-critical facts for DemoGPT
- agency
- Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques.
Persona
- DemoGPT
- -
- agency
- -
Runtime
- DemoGPT
- -
- agency
- -
License
- DemoGPT
- MIT
- agency
- MIT
Last pushed
- DemoGPT
- Apr 1, 2026
- agency
- Jan 8, 2025
Categories
- DemoGPT
- AI Agents, LLM Frameworks
- agency
- AI Agents, LLM Frameworks
Trust and health
Maintenance
- DemoGPT
- Slowing (36%)
- agency
- Dormant (18%)
Days since push
- DemoGPT
- 135d
- agency
- 559d
Open issues (now)
- DemoGPT
- 10
- agency
- 4
Stars delta
- DemoGPT
- +3 (30d)
- agency
- Unknown
Open issues delta
- DemoGPT
- 0 (30d)
- agency
- Unknown
Owner type
- DemoGPT
- User
- agency
- Organization
Full report
- DemoGPT
- Trust report
- agency
- Trust report
Choose DemoGPT if…
- DemoGPT is primarily Python; agency is Go.
- Tags unique to DemoGPT: agent, ai, autonomous-agents, chatgpt.
- When you need a one-stop solution for creating LLM agents with pre-integrated tools, prompts, frameworks, and models.
When NOT to use DemoGPT
- When seeking highly specialized customization that goes beyond what is provided by integrated toolkits, since DemoGPT offers a comprehensive package which may lock you into its framework.
- If your project critically requires proprietary or private licensing terms, as it's open-source under the MIT license and might not suit projects needing more restrictive or proprietary controls.
Choose agency if…
- agency is primarily Go; DemoGPT is Python.
- Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository..
- Tags unique to agency: agents, generative-ai, go, language-models.
- If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
When NOT to use agency
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem.
- Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (melih-unsal/DemoGPT) · observed Aug 14, 2026
- GitHub forks (melih-unsal/DemoGPT) · observed Aug 14, 2026
- Last push (melih-unsal/DemoGPT) · observed Apr 1, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (neurocult/agency) · observed Jul 21, 2026
- GitHub forks (neurocult/agency) · observed Jul 21, 2026
- Last push (neurocult/agency) · observed Jan 8, 2025
- License file (MIT) · observed Jul 21, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: DemoGPT 1.9k · agency 512 (synced Aug 14, 2026).
Common questions
- What is the difference between DemoGPT and agency?
- DemoGPT: Create LLM agents in a second with your prompts.. agency: Library for exploring Large Language Models and generative AI in Go. See the comparison table for live GitHub stats and shared categories.
- When should I choose DemoGPT over agency?
- Choose DemoGPT over agency when DemoGPT is primarily Python; agency is Go; Tags unique to DemoGPT: agent, ai, autonomous-agents, chatgpt; When you need a one-stop solution for creating LLM agents with pre-integrated tools, prompts, frameworks, and models.
- When should I choose agency over DemoGPT?
- Choose agency over DemoGPT when agency is primarily Go; DemoGPT is Python; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Tags unique to agency: agents, generative-ai, go, language-models; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency.
- When should I avoid DemoGPT?
- When seeking highly specialized customization that goes beyond what is provided by integrated toolkits, since DemoGPT offers a comprehensive package which may lock you into its framework. If your project critically requires proprietary or private licensing terms, as it's open-source under the MIT license and might not suit projects needing more restrictive or proprietary controls.
- When should I avoid agency?
- Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide.
- Is DemoGPT or agency more popular on GitHub?
- DemoGPT has more GitHub stars (1,904 vs 512). Stars measure visibility, not whether either tool fits your constraints.
- Are DemoGPT and agency open source?
- Yes - both are open-source projects on GitHub (DemoGPT: MIT, agency: MIT).
- Where can I find alternatives to DemoGPT or agency?
- GraphCanon lists graph-backed alternatives at DemoGPT alternatives and agency alternatives (DemoGPT markdown twin, agency markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, DemoGPT or agency?
- DemoGPT: Slowing. agency: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for DemoGPT and agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: DemoGPT trust report; agency trust report.