--- title: "catai vs GPTCache" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/withcatai-catai-vs-zilliztech-gptcache" tools: ["withcatai-catai", "zilliztech-gptcache"] --- # catai vs GPTCache *GraphCanon updated Aug 13, 2026* ## 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. [catai](https://withcatai.github.io/catai/) reports 498 GitHub stars, 39 forks, and 2 open issues, last pushed Nov 16, 2025. [GPTCache](https://gptcache.readthedocs.io) has 8.1k stars, 589 forks, and 94 open issues, last pushed Jul 11, 2025. Figures are from public GitHub metadata via [catai's repository](https://github.com/withcatai/catai) and [GPTCache's repository](https://github.com/zilliztech/GPTCache). | | [catai](/tools/withcatai-catai.md) | [GPTCache](/tools/zilliztech-gptcache.md) | | --- | --- | --- | | Tagline | Run AI assistant locally with Node.js | Semantic cache for LLMs. | | Stars | 498 | 8,124 | | Forks | 39 | 589 | | Open issues | 2 | 94 | | Language | TypeScript | Python | | Adopt for | 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. | Semantic caching tool for LLMs, integrates with LangChain and llama_index. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Inference & Serving | Evaluation & Observability, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [catai](/tools/withcatai-catai.md) | [GPTCache](/tools/zilliztech-gptcache.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 269d | 392d | | Open issues (now) | 2 | 94 | | Full report | [trust report](/tools/withcatai-catai/trust.md) | [trust report](/tools/zilliztech-gptcache/trust.md) | ## Decision facts: catai - **Adopt for:** 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. ## Decision facts: GPTCache - **Adopt for:** Semantic caching tool for LLMs, integrates with LangChain and llama_index. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/withcatai-catai/alternatives) and [GPTCache alternatives](/tools/zilliztech-gptcache/alternatives) ([catai markdown twin](/tools/withcatai-catai/alternatives.md), [GPTCache markdown twin](/tools/zilliztech-gptcache/alternatives.md)), 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](/compare/withcatai-catai-vs-zilliztech-gptcache.md) 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](/tools/withcatai-catai/trust); [GPTCache trust report](/tools/zilliztech-gptcache/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=withcatai-catai`](/api/graphcanon/graph?tool=withcatai-catai) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_