Comparison
langchain-gradio-template vs langchain-serve
Verdict
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; pick langchain-serve if langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management.
Markdown twin · langchain-gradio-template alternatives · langchain-serve alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | langchain-gradio-template | langchain-serve |
|---|---|---|
| Maintenance | Dormant (1339d since push) As of Sep 20, 2026 · github_public_v1 | Archived (1094d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of Jul 11, 2026 · osv@v1 | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · 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
- langchain-gradio-template
- Template for deploying LangChain on Gradio
- langchain-serve
- Self-host LLM Apps with Docker Compose or Kubernetes
Stars
- langchain-gradio-template
- 138
- langchain-serve
- 1.6k
Forks
- langchain-gradio-template
- 30
- langchain-serve
- 133
Open issues
- langchain-gradio-template
- 2
- langchain-serve
- 15
Language
- langchain-gradio-template
- Python
- langchain-serve
- Python
Adopt for
- 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.
- langchain-serve
- Langchain-serve is a tool for deploying Langchain applications in production using Jina and FastAPI, with support for Docker Compose or Kubernetes deployment and secrets management.
Persona
- langchain-gradio-template
- -
- langchain-serve
- -
Runtime
- langchain-gradio-template
- -
- langchain-serve
- -
License
- langchain-gradio-template
- License information is not provided explicitly in the repository.
- langchain-serve
- Apache-2.0
Last pushed
- langchain-gradio-template
- Jan 19, 2023
- langchain-serve
- Sep 20, 2023
Categories
- langchain-gradio-template
- Developer Tools, Inference & Serving
- langchain-serve
- Developer Tools, Inference & Serving
Trust and health
Maintenance
- langchain-gradio-template
- Dormant (18%)
- langchain-serve
- Archived (8%)
Days since push
- langchain-gradio-template
- 1339d
- langchain-serve
- 1094d
Archived on GitHub
- langchain-gradio-template
- No
- langchain-serve
- Yes
Open issues (now)
- langchain-gradio-template
- 2
- langchain-serve
- 15
Stars delta
- langchain-gradio-template
- 0 (30d)
- langchain-serve
- -1 (30d)
Owner type
- langchain-gradio-template
- User
- langchain-serve
- Organization
OSV dependency advisories
- langchain-gradio-template
- No published findings from this source as of 2026-07-11
- langchain-serve
- No published findings from this source as of 2026-09-18
Full report
- langchain-gradio-template
- Trust report
- langchain-serve
- Trust report
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, python.
- 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.
Choose langchain-serve if…
- Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, .
- Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via `.env` files..
- Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot.
- When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure.
When NOT to use langchain-serve
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications.
- When you do not need or want to manage secrets through a `.env` file during deployment.
- If you are not interested in deploying your applications using Docker Compose or Kubernetes.
- If you are looking for a fully managed cloud service without the need to manage your own infrastructure.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (hwchase17/langchain-gradio-template) · observed Sep 20, 2026
- GitHub forks (hwchase17/langchain-gradio-template) · observed Sep 20, 2026
- Last push (hwchase17/langchain-gradio-template) · observed Jan 19, 2023
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (jina-ai/langchain-serve) · observed Sep 20, 2026
- GitHub forks (jina-ai/langchain-serve) · observed Sep 20, 2026
- Last push (jina-ai/langchain-serve) · observed Sep 20, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: langchain-gradio-template 138 · langchain-serve 1.6k (synced Sep 20, 2026).
Common questions
- What is the difference between langchain-gradio-template and langchain-serve?
- langchain-gradio-template: Template for deploying LangChain on Gradio. langchain-serve: Self-host LLM Apps with Docker Compose or Kubernetes. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-gradio-template over langchain-serve?
- Choose langchain-gradio-template over langchain-serve when Pricing: Pricing details are undefined as no license detail is apparent.; Tags unique to langchain-gradio-template: gradio, hugging face spaces, python; When you are looking for a specific template that simplifies the deployment of LangChain chatbots onto Gradio interfaces.
- When should I choose langchain-serve over langchain-gradio-template?
- Choose langchain-serve over langchain-gradio-template when Pricing: Base credits ensure high availability by maintaining at least one instance running continuously, while serving credits are charged when the application is actively serving requests. Pricing is based, ; Requirements: Min 1 GB RAM; Requires Docker; Requires Docker Compose or Kubernetes for deployment.; Secrets management is supported via
.envfiles.; Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, chatbot; When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure. - 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. - When should I avoid langchain-serve?
- If you do not require or prefer not to use Jina and FastAPI for your Langchain applications. When you do not need or want to manage secrets through a
.envfile during deployment. If you are not interested in deploying your applications using Docker Compose or Kubernetes. If you are looking for a fully managed cloud service without the need to manage your own infrastructure. - Is langchain-gradio-template or langchain-serve more popular on GitHub?
- langchain-serve has more GitHub stars (1,639 vs 138). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-gradio-template and langchain-serve open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to langchain-gradio-template or langchain-serve?
- GraphCanon lists graph-backed alternatives at langchain-gradio-template alternatives and langchain-serve alternatives (langchain-gradio-template markdown twin, langchain-serve 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, langchain-gradio-template or langchain-serve?
- langchain-gradio-template: Dormant. langchain-serve: Archived. 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 langchain-gradio-template and langchain-serve?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-gradio-template trust report; langchain-serve trust report.