Comparison
langchain-serve vs kueue
Verdict
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; pick kueue if kueue is a Kubernetes-native framework for queue management and job scheduling ideal for environments with large-scale workloads running on Kubernetes 1.29 or newer.
Markdown twin · langchain-serve alternatives · kueue alternatives
GraphCanon updated Sep 29, 2026
6views this month
vs
Trust & integrity
| Signal | langchain-serve | kueue |
|---|---|---|
| Maintenance | Archived (1094d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 29, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 29, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 | No published findings from this source as of 2026-07-11 As of Jul 11, 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-serve
- Self-host LLM Apps with Docker Compose or Kubernetes
- kueue
- Kubernetes-native Job Queueing
Stars
- langchain-serve
- 1.6k
- kueue
- 3.0k
Forks
- langchain-serve
- 133
- kueue
- 817
Open issues
- langchain-serve
- 15
- kueue
- 800
Language
- langchain-serve
- Python
- kueue
- Go
Adopt for
- 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.
- kueue
- Kueue is a Kubernetes-native framework for queue management and job scheduling ideal for environments with large-scale workloads running on Kubernetes 1.29 or newer.
Persona
- langchain-serve
- -
- kueue
- -
Runtime
- langchain-serve
- -
- kueue
- -
License
- langchain-serve
- Apache-2.0
- kueue
- Apache-2.0
Last pushed
- langchain-serve
- Sep 20, 2023
- kueue
- Sep 29, 2026
Categories
- langchain-serve
- Developer Tools, Inference & Serving
- kueue
- Developer Tools
Trust and health
Maintenance
- langchain-serve
- Archived (8%)
- kueue
- Very active (96%)
Days since push
- langchain-serve
- 1094d
- kueue
- 0d
Archived on GitHub
- langchain-serve
- Yes
- kueue
- No
Open issues (now)
- langchain-serve
- 15
- kueue
- 800
Stars delta
- langchain-serve
- -1 (30d)
- kueue
- +251 (30d)
Open issues delta
- langchain-serve
- 0 (30d)
- kueue
- +268 (30d)
OSV dependency advisories
- langchain-serve
- No published findings from this source as of 2026-09-18
- kueue
- No published findings from this source as of 2026-07-11
Full report
- langchain-serve
- Trust report
- kueue
- Trust report
Choose langchain-serve if…
- langchain-serve is primarily Python; kueue is Go.
- 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.
- Also covers Inference & Serving.
- 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.
Choose kueue if…
- kueue is primarily Go; langchain-serve is Python.
- Pricing: Kueue is free and open-source under the Apache-2.0 license, allowing for unrestricted use in both personal and commercial projects..
- Tags unique to kueue: devops-tools, job-queue, k8s, k8s-sig-scheduling.
- kueue ships Docker support for self-hosted deployment.
- Use Kueue if your project requires Kubernetes-native components that seamlessly integrate with existing cluster configurations, ensuring efficient handling of large-scale workloads.
When NOT to use kueue
- Avoid Kueue if your project operates on a version of Kubernetes older than 1.29 as it will not be compatible.
- If your team lacks experience with Kubernetes or if the workload does not necessitate a native Kubernetes integration, other tools better suited to different environments may offer more utility.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (kubernetes-sigs/kueue) · observed Sep 29, 2026
- GitHub forks (kubernetes-sigs/kueue) · observed Sep 29, 2026
- Last push (kubernetes-sigs/kueue) · observed Sep 29, 2026
- License file (Apache-2.0) · observed Sep 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain-serve 1.6k · kueue 3.0k (synced Sep 20, 2026).
Common questions
- What is the difference between langchain-serve and kueue?
- langchain-serve: Self-host LLM Apps with Docker Compose or Kubernetes. kueue: Kubernetes-native Job Queueing. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-serve over kueue?
- Choose langchain-serve over kueue when langchain-serve is primarily Python; kueue is Go; 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; Also covers Inference & Serving; When you need to deploy Langchain applications with Jina and FastAPI on your own infrastructure. - When should I choose kueue over langchain-serve?
- Choose kueue over langchain-serve when kueue is primarily Go; langchain-serve is Python; Pricing: Kueue is free and open-source under the Apache-2.0 license, allowing for unrestricted use in both personal and commercial projects.; Tags unique to kueue: devops-tools, job-queue, k8s, k8s-sig-scheduling; kueue ships Docker support for self-hosted deployment; Use Kueue if your project requires Kubernetes-native components that seamlessly integrate with existing cluster configurations, ensuring efficient handling of large-scale workloads.
- 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. - When should I avoid kueue?
- Avoid Kueue if your project operates on a version of Kubernetes older than 1.29 as it will not be compatible. If your team lacks experience with Kubernetes or if the workload does not necessitate a native Kubernetes integration, other tools better suited to different environments may offer more utility.
- Is langchain-serve or kueue more popular on GitHub?
- kueue has more GitHub stars (3,017 vs 1,639). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-serve and kueue open source?
- Yes - both are open-source projects on GitHub (langchain-serve: Apache-2.0, kueue: Apache-2.0).
- Where can I find alternatives to langchain-serve or kueue?
- GraphCanon lists graph-backed alternatives at langchain-serve alternatives and kueue alternatives (langchain-serve markdown twin, kueue 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-serve or kueue?
- langchain-serve: Archived. kueue: Very active. 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-serve and kueue?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-serve trust report; kueue trust report.