Comparison
agent-starter-pack vs langchain-gradio-template
Verdict
Pick agent-starter-pack if agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features; pick langchain-gradio-template if this is specifically crafted for developers seeking an efficient way to deploy LangChain applications on Gradio and easily share them via Hugging Face Spaces.
Markdown twin · agent-starter-pack alternatives · langchain-gradio-template alternatives
GraphCanon updated today
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Trust & integrity
| Signal | agent-starter-pack | langchain-gradio-template |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (1268d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No criticals As of 1d · osv@v1 |
Tagline
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.
- langchain-gradio-template
- Template for deploying LangChain on Gradio
Stars
- agent-starter-pack
- 6.5k
- langchain-gradio-template
- 137
Forks
- agent-starter-pack
- 1.5k
- langchain-gradio-template
- 30
Open issues
- agent-starter-pack
- 48
- langchain-gradio-template
- 2
Language
- agent-starter-pack
- Python
- langchain-gradio-template
- Python
Adopt for
- agent-starter-pack
- agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features.
- langchain-gradio-template
- This is specifically crafted for developers seeking an efficient way to deploy LangChain applications on Gradio and easily share them via Hugging Face Spaces.
Persona
- agent-starter-pack
- -
- langchain-gradio-template
- -
Runtime
- agent-starter-pack
- -
- langchain-gradio-template
- -
License
- agent-starter-pack
- Apache-2.0
- langchain-gradio-template
- License information is not provided explicitly in the repository.
Last pushed
- agent-starter-pack
- Jul 10, 2026
- langchain-gradio-template
- Jan 19, 2023
Categories
- agent-starter-pack
- AI Agents, Inference & Serving, LLM Frameworks
- langchain-gradio-template
- Developer Tools, Inference & Serving
Trust and health
Maintenance
- agent-starter-pack
- Very active (96%)
- langchain-gradio-template
- Dormant (18%)
Days since push
- agent-starter-pack
- 0d
- langchain-gradio-template
- 1268d
Open issues (now)
- agent-starter-pack
- 48
- langchain-gradio-template
- 2
Owner type
- agent-starter-pack
- Organization
- langchain-gradio-template
- User
Security scan
- agent-starter-pack
- No lockfile
- langchain-gradio-template
- No criticals
Full report
- agent-starter-pack
- Trust report
- langchain-gradio-template
- Trust report
Choose agent-starter-pack if…
- Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks..
- Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents.
- Also covers AI Agents, LLM Frameworks.
- When you require production-ready templates specifically adapted for deployment to Google Cloud.
When NOT to use agent-starter-pack
- If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud.
- When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally.
Choose langchain-gradio-template if…
- Pricing: Pricing details are undefined as no license detail is apparent..
- Tags unique to langchain-gradio-template: gradio, hugging face spaces, langchain, python.
- Also covers Developer Tools.
- When you are looking for a specific template that simplifies the deployment of LangChain chatbots onto Gradio interfaces.
When NOT to use langchain-gradio-template
- If you require more customization options for your application that goes beyond what the template `app.py` supports or offers.
- When aiming for a platform other than Hugging Face Spaces to deploy and share your LangChain applications, as this tool is tightly integrated with Gradio’s deployment on Hugging Face.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (hwchase17/langchain-gradio-template) · observed Jul 11, 2026
- GitHub forks (hwchase17/langchain-gradio-template) · observed Jul 11, 2026
- Last push (hwchase17/langchain-gradio-template) · observed Jan 19, 2023
- License file (unknown) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-starter-pack 6.5k · langchain-gradio-template 137 (synced Jul 11, 2026).
Common questions
- What is the difference between agent-starter-pack and langchain-gradio-template?
- agent-starter-pack: Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.. langchain-gradio-template: Template for deploying LangChain on Gradio. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-starter-pack over langchain-gradio-template?
- Choose agent-starter-pack over langchain-gradio-template when Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers AI Agents, LLM Frameworks; When you require production-ready templates specifically adapted for deployment to Google Cloud.
- When should I choose langchain-gradio-template over agent-starter-pack?
- Choose langchain-gradio-template over agent-starter-pack when Pricing: Pricing details are undefined as no license detail is apparent.; Tags unique to langchain-gradio-template: gradio, hugging face spaces, langchain, python; Also covers Developer Tools; When you are looking for a specific template that simplifies the deployment of LangChain chatbots onto Gradio interfaces.
- When should I avoid agent-starter-pack?
- If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud. When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally.
- When should I avoid langchain-gradio-template?
- If you require more customization options for your application that goes beyond what the template
app.pysupports or offers. When aiming for a platform other than Hugging Face Spaces to deploy and share your LangChain applications, as this tool is tightly integrated with Gradio’s deployment on Hugging Face. - Is agent-starter-pack or langchain-gradio-template more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,514 vs 137). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-starter-pack and langchain-gradio-template open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to agent-starter-pack or langchain-gradio-template?
- GraphCanon lists graph-backed alternatives at agent-starter-pack alternatives and langchain-gradio-template alternatives (agent-starter-pack markdown twin, langchain-gradio-template 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, agent-starter-pack or langchain-gradio-template?
- agent-starter-pack: Very active. langchain-gradio-template: 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 agent-starter-pack and langchain-gradio-template?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-starter-pack trust report; langchain-gradio-template trust report.