Comparison
langchain-serve vs catai
Verdict
Pick langchain-serve if a tool for deploying Langchain applications using Jina & FastAPI, supporting Kubernetes or Docker Compose with built-in secrets management; pick catai if catai, an AI assistant framework built for local deployment with Node.js, offers developers using TypeScript the ability to create and deploy AI agents through a simple API.
Markdown twin · langchain-serve alternatives · catai alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | langchain-serve | catai |
|---|---|---|
| Maintenance | Archived (1053d since push) As of 2w · github_public_v1 | Slowing (269d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 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
- langchain-serve
- ⚡ Langchain apps in production using Jina & FastAPI
- catai
- Run AI assistant locally with Node.js
Stars
- langchain-serve
- 1.6k
- catai
- 498
Forks
- langchain-serve
- 133
- catai
- 39
Open issues
- langchain-serve
- 15
- catai
- 2
Language
- langchain-serve
- Python
- catai
- TypeScript
Adopt for
- langchain-serve
- A tool for deploying Langchain applications using Jina & FastAPI, supporting Kubernetes or Docker Compose with built-in secrets management.
- catai
- catai, an AI assistant framework built for local deployment with Node.js, offers developers using TypeScript the ability to create and deploy AI agents through a simple API.
Persona
- langchain-serve
- -
- catai
- -
Runtime
- langchain-serve
- -
- catai
- -
License
- langchain-serve
- Apache-2.0
- catai
- MIT
Last pushed
- langchain-serve
- Sep 20, 2023
- catai
- Nov 16, 2025
Categories
- langchain-serve
- Inference & Serving
- catai
- AI Agents, Inference & Serving
Trust and health
Maintenance
- langchain-serve
- Archived (8%)
- catai
- Slowing (36%)
Days since push
- langchain-serve
- 1053d
- catai
- 269d
Archived on GitHub
- langchain-serve
- Yes
- catai
- No
Open issues (now)
- langchain-serve
- 15
- catai
- 2
OSV dependency advisories
- langchain-serve
- No published findings from this source as of 2026-07-11
- catai
- No lockfile (source not queried)
Full report
- langchain-serve
- Trust report
- catai
- Trust report
Choose langchain-serve if…
- langchain-serve is primarily Python; catai is TypeScript.
- License: langchain-serve is Apache-2.0, catai is MIT.
- Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, fastapi.
- You need to deploy Langchain apps on personal infrastructure while ensuring security through your own policies.
When NOT to use langchain-serve
- If deploying locally without the advantages of secure secret handling or managed scaling from Jina AI Cloud is acceptable.
- For scenarios where you prefer a more customizable platform than what Jina AI Cloud offers in terms of pricing and instance configurations.
Choose catai if…
- catai is primarily TypeScript; langchain-serve is Python.
- License: catai is MIT, langchain-serve is Apache-2.0.
- Tags unique to catai: ai-assistant, ggmlv3, llama-cpp, local-llm.
- Also covers AI Agents.
- - When aiming to deploy a local AI assistant without reliance on cloud-based services; catai is ideal due to its focus on node-llama-cpp integration, allowing for robust offline capabilities.
When NOT to use catai
- - For environments that strictly prohibit or limit Node.js operations on the server side, as catai is engineered to run locally via Node.js only.
- - If seeking a cloud-based AI deployment solution that does not require local setup, since catai focuses solely on providing local AI capabilities through an easy-to-use API.
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 Aug 8, 2026
- GitHub forks (jina-ai/langchain-serve) · observed Aug 8, 2026
- Last push (jina-ai/langchain-serve) · observed Sep 20, 2023
- License file (Apache-2.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (withcatai/catai) · observed Aug 13, 2026
- GitHub forks (withcatai/catai) · observed Aug 13, 2026
- Last push (withcatai/catai) · observed Nov 16, 2025
- License file (MIT) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: langchain-serve 1.6k · catai 498 (synced Aug 8, 2026).
Common questions
- What is the difference between langchain-serve and catai?
- langchain-serve: ⚡ Langchain apps in production using Jina & FastAPI. catai: Run AI assistant locally with Node.js. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-serve over catai?
- Choose langchain-serve over catai when langchain-serve is primarily Python; catai is TypeScript; License: langchain-serve is Apache-2.0, catai is MIT; Tags unique to langchain-serve: autogpt, autonomous-agents, babyagi, fastapi; You need to deploy Langchain apps on personal infrastructure while ensuring security through your own policies.
- When should I choose catai over langchain-serve?
- Choose catai over langchain-serve when catai is primarily TypeScript; langchain-serve is Python; License: catai is MIT, langchain-serve is Apache-2.0; Tags unique to catai: ai-assistant, ggmlv3, llama-cpp, local-llm; Also covers AI Agents; - When aiming to deploy a local AI assistant without reliance on cloud-based services; catai is ideal due to its focus on node-llama-cpp integration, allowing for robust offline capabilities.
- When should I avoid langchain-serve?
- If deploying locally without the advantages of secure secret handling or managed scaling from Jina AI Cloud is acceptable. For scenarios where you prefer a more customizable platform than what Jina AI Cloud offers in terms of pricing and instance configurations.
- When should I avoid catai?
- - For environments that strictly prohibit or limit Node.js operations on the server side, as catai is engineered to run locally via Node.js only. - If seeking a cloud-based AI deployment solution that does not require local setup, since catai focuses solely on providing local AI capabilities through an easy-to-use API.
- Is langchain-serve or catai more popular on GitHub?
- langchain-serve has more GitHub stars (1,640 vs 498). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-serve and catai open source?
- Yes - both are open-source projects on GitHub (langchain-serve: Apache-2.0, catai: MIT).
- Where can I find alternatives to langchain-serve or catai?
- GraphCanon lists graph-backed alternatives at langchain-serve alternatives and catai alternatives (langchain-serve markdown twin, catai 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 catai?
- langchain-serve: Archived. catai: Slowing. 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 catai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-serve trust report; catai trust report.