--- title: "Spearmint alternatives" type: "alternatives" slug: "hips-spearmint" canonical_url: "https://www.graphcanon.com/tools/hips-spearmint/alternatives" of: "hips-spearmint" count: 24 --- # Spearmint alternatives *GraphCanon updated Jul 12, 2026* Open-source alternatives to [Spearmint](/tools/hips-spearmint.md) in Vector Databases, Model Training. ## In short Top alternatives to Spearmint are Awesome-LLMOps and Learn_Prompting, ranked by typed graph edges - model-training. [Spearmint](https://github.com/HIPS/Spearmint) has 1.6k GitHub stars and 77 open issues, last pushed Dec 27, 2019 per [its repository](https://github.com/HIPS/Spearmint). The top typed alternative, [Awesome-LLMOps](https://github.com/tensorchord/Awesome-LLMOps), shows 5.9k stars and 901 forks, last pushed May 21, 2026. ## Same categories - [Awesome-LLMOps](/tools/tensorchord-awesome-llmops.md) - An awesome & curated list of best LLMOps tools for developers (★ 5,877) [Steady] - [Learn_Prompting](/tools/trigaten-learn-prompting.md) - Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community (★ 4,714) [Dormant] - [ai-getting-started](/tools/a16z-infra-ai-getting-started.md) - A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs (★ 4,141) [Dormant] - [AI-Infra-from-Zero-to-Hero](/tools/huaizhengzhang-ai-infra-from-zero-to-hero.md) - 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys (★ 4,176) [Slowing] - [awesome-LLM-resources](/tools/wangrongsheng-awesome-llm-resources.md) - Summary of the world's best LLM resources. (★ 8,668) [Very active] - [bootcamp](/tools/milvus-io-bootcamp.md) - Dealing with all unstructured data including reverse image search, audio search, molecular search, video analysis, and question-answer systems. (★ 2,438) [Steady] - [cherche](/tools/raphaelsty-cherche.md) - Neural Search (★ 331) [Dormant] - [data-juicer](/tools/datajuicer-data-juicer.md) - Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 (★ 6,702) [Very active] - [deepfabric](/tools/nolabs-ai-deepfabric.md) - Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline (★ 877) [Active] - [llmfit](/tools/alexsjones-llmfit.md) - Hundreds of models & providers. One command to find what runs on your hardware. (★ 29,280) [Very active] - [machine-learning-for-trading](/tools/stefan-jansen-machine-learning-for-trading.md) - Code for Machine Learning in Trading (★ 19,709) [Very active] - [Machine-Learning-Interviews](/tools/alirezadir-machine-learning-interviews.md) - Guide for Machine Learning/AI technical interviews (★ 8,549) [Active] _[Freemium]_ - [ml-surveys](/tools/eugeneyan-ml-surveys.md) - 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. (★ 2,900) [Dormant] - [neuron-ai](/tools/neuron-core-neuron-ai.md) - The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that can interact with your data. (★ 2,007) [Active] - [OneCompression](/tools/fujitsuresearch-onecompression.md) - Python package for LLM compression (★ 396) [Very active] - [RAG_Techniques](/tools/nirdiamant-rag-techniques.md) - Showcases advanced techniques for Retrieval-Augmented Generation (RAG) systems with detailed notebook tutorials. (★ 28,465) [Active] - [skypilot](/tools/skypilot-org-skypilot.md) - Run, manage, and scale AI workloads on any AI infrastructure. (★ 10,285) [Very active] _[Freemium]_ - [9router](/tools/decolua-9router.md) - Unlimited FREE AI coding with auto-fallback and token savings (★ 21,698) [Very active] - [agentic-awesome-skills](/tools/sickn33-antigravity-awesome-skills.md) - Library of agentic skills for various AI agents (★ 42,843) [Very active] _[Freemium]_ - [agents](/tools/wshobson-agents.md) - Multi-harness agentic plugin marketplace for various AI agents (★ 37,779) [Very active] - [agents-towards-production](/tools/nirdiamant-agents-towards-production.md) - End-to-end, code-first tutorials for building production-grade GenAI agents (★ 20,953) [Active] - [ai-engineering-hub](/tools/patchy631-ai-engineering-hub.md) - Tutorials on LLMs, RAGs, and real-world AI agent applications (★ 36,439) [Steady] - [awesome-ai-sdks](/tools/e2b-dev-awesome-ai-sdks.md) - A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents (★ 1,198) [Very active] - [awesome-gpt](/tools/formulahendry-awesome-gpt.md) - Curated list of GPT and related resources (★ 1,044) [Dormant] ## Head-to-head comparisons - [Spearmint vs Awesome-LLMOps](/compare/hips-spearmint-vs-tensorchord-awesome-llmops.md) - [Spearmint vs Learn_Prompting](/compare/hips-spearmint-vs-trigaten-learn-prompting.md) - [Spearmint vs ai-getting-started](/compare/a16z-infra-ai-getting-started-vs-hips-spearmint.md) - [Spearmint vs AI-Infra-from-Zero-to-Hero](/compare/hips-spearmint-vs-huaizhengzhang-ai-infra-from-zero-to-hero.md) - [Spearmint vs awesome-LLM-resources](/compare/hips-spearmint-vs-wangrongsheng-awesome-llm-resources.md) - [Spearmint vs bootcamp](/compare/hips-spearmint-vs-milvus-io-bootcamp.md) - [Spearmint vs cherche](/compare/hips-spearmint-vs-raphaelsty-cherche.md) - [Spearmint vs data-juicer](/compare/datajuicer-data-juicer-vs-hips-spearmint.md) ## When NOT to use Spearmint - Last GitHub push was 2388 days ago (dormant maintenance, Dec 27, 2019). Validate activity before betting a new project on Spearmint. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## Related alternatives hubs - [LangChain alternatives](/tools/langchain-ai-langchain/alternatives.md) - [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives.md) - [Qdrant alternatives](/tools/qdrant-qdrant/alternatives.md) ## Common questions ### What are the best alternatives to Spearmint? Graph-backed alternatives to Spearmint include Awesome-LLMOps, Learn_Prompting, ai-getting-started, AI-Infra-from-Zero-to-Hero, awesome-LLM-resources. GraphCanon ranks them by typed relationship edges and constraint overlap from decision_facts - not marketing votes or raw star sort. ### How does GraphCanon rank Spearmint alternatives? Direct alternative and successor edges from the knowledge graph come first, ordered by edge type and shared constraint facets (persona, runtime, hosting). Category neighbours fill the list only after curated edges. Stars are shown for context, not as the primary sort. ### When should I avoid Spearmint? Last GitHub push was 2388 days ago (dormant maintenance, Dec 27, 2019). Validate activity before betting a new project on Spearmint. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### Is Spearmint open source? Yes. Spearmint is an open-source project on GitHub under the Other license, with 1,570 stars. ### What is Spearmint used for? Spearmint Bayesian optimization codebase ### What category is Spearmint in? Spearmint is categorized under Vector Databases, Model Training in the GraphCanon knowledge graph. ### How do Spearmint alternatives compare head-to-head? Each alternative has a neutral compare page against Spearmint, for example [Awesome-LLMOps vs Spearmint](/compare/hips-spearmint-vs-tensorchord-awesome-llmops), [Learn_Prompting vs Spearmint](/compare/hips-spearmint-vs-trigaten-learn-prompting), [ai-getting-started vs Spearmint](/compare/a16z-infra-ai-getting-started-vs-hips-spearmint). Stats come from live GitHub metadata. ### Is there a machine-readable alternatives list? Yes. The markdown twin at [Spearmint alternatives](/tools/hips-spearmint/alternatives.md) lists direct alternatives and same-category tools with internal links to each tool markdown page. ### Where are other high-intent alternatives hubs? Related P0 OSS-vs-OSS hubs: [LangChain alternatives](/tools/langchain-ai-langchain/alternatives), [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives), [Qdrant alternatives](/tools/qdrant-qdrant/alternatives). Vector-database intent (including Pinecone-style queries) is covered at [Qdrant alternatives](/tools/qdrant-qdrant/alternatives). ### Where can I see maintenance and security signals for Spearmint? GraphCanon publishes a sourced trust report for Spearmint at [Spearmint trust report](/tools/hips-spearmint/trust) - maintenance posture, fork provenance, and dependency/MCP scan status with methodology tags. Not a safety grade. --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=hips-spearmint`](/api/graphcanon/graph?tool=hips-spearmint) - 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/_