Comparison
catai vs GPTCache
Verdict
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; pick GPTCache if semantic caching tool for LLMs, integrates with LangChain and llama_index.
Markdown twin · catai alternatives · GPTCache alternatives
GraphCanon updated 1w
Trust & integrity
| Signal | catai | GPTCache |
|---|---|---|
| Maintenance | Slowing (269d since push) As of 1w · github_public_v1 | Dormant (392d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 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
- catai
- Run AI assistant locally with Node.js
- GPTCache
- Semantic cache for LLMs.
Stars
- catai
- 498
- GPTCache
- 8.1k
Forks
- catai
- 39
- GPTCache
- 589
Open issues
- catai
- 2
- GPTCache
- 94
Language
- catai
- TypeScript
- GPTCache
- Python
Adopt for
- 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.
- GPTCache
- Semantic caching tool for LLMs, integrates with LangChain and llama_index.
Persona
- catai
- -
- GPTCache
- -
Runtime
- catai
- -
- GPTCache
- -
License
- catai
- MIT
- GPTCache
- MIT
Last pushed
- catai
- Nov 16, 2025
- GPTCache
- Jul 11, 2025
Categories
- catai
- AI Agents, Inference & Serving
- GPTCache
- Evaluation & Observability, Inference & Serving
Trust and health
Maintenance
- catai
- Slowing (36%)
- GPTCache
- Dormant (18%)
Days since push
- catai
- 269d
- GPTCache
- 392d
Open issues (now)
- catai
- 2
- GPTCache
- 94
OSV dependency advisories
- catai
- No lockfile (source not queried)
- GPTCache
- No published findings from this source as of 2026-07-11
Full report
- catai
- Trust report
- GPTCache
- Trust report
Choose catai if…
- catai is primarily TypeScript; GPTCache is Python.
- 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.
Choose GPTCache if…
- GPTCache is primarily Python; catai is TypeScript.
- Tags unique to GPTCache: aigc, autogpt, babyagi, langchain.
- Also covers Evaluation & Observability.
- You need vector search capabilities integrated directly into your caching mechanism using Milvus or Redis.
When NOT to use GPTCache
- Your application strictly requires a non-Python environment as GPTCache is Python-specific.
- If you seek minimal dependencies and manual setup; GPTCache installs additional libraries automatically based on usage.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (zilliztech/GPTCache) · observed Aug 8, 2026
- GitHub forks (zilliztech/GPTCache) · observed Aug 8, 2026
- Last push (zilliztech/GPTCache) · observed Jul 11, 2025
- License file (MIT) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: catai 498 · GPTCache 8.1k (synced Aug 13, 2026).
Common questions
- What is the difference between catai and GPTCache?
- catai: Run AI assistant locally with Node.js. GPTCache: Semantic cache for LLMs.. See the comparison table for live GitHub stats and shared categories.
- When should I choose catai over GPTCache?
- Choose catai over GPTCache when catai is primarily TypeScript; GPTCache is Python; 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 choose GPTCache over catai?
- Choose GPTCache over catai when GPTCache is primarily Python; catai is TypeScript; Tags unique to GPTCache: aigc, autogpt, babyagi, langchain; Also covers Evaluation & Observability; You need vector search capabilities integrated directly into your caching mechanism using Milvus or Redis.
- 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.
- When should I avoid GPTCache?
- Your application strictly requires a non-Python environment as GPTCache is Python-specific. If you seek minimal dependencies and manual setup; GPTCache installs additional libraries automatically based on usage.
- Is catai or GPTCache more popular on GitHub?
- GPTCache has more GitHub stars (8,124 vs 498). Stars measure visibility, not whether either tool fits your constraints.
- Are catai and GPTCache open source?
- Yes - both are open-source projects on GitHub (catai: MIT, GPTCache: MIT).
- Where can I find alternatives to catai or GPTCache?
- GraphCanon lists graph-backed alternatives at catai alternatives and GPTCache alternatives (catai markdown twin, GPTCache 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, catai or GPTCache?
- catai: Slowing. GPTCache: 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 catai and GPTCache?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: catai trust report; GPTCache trust report.