--- title: "chroma vs chroma-cookbooks" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/chroma-core-chroma-vs-chroma-core-chroma-cookbooks" tools: ["chroma-core-chroma", "chroma-core-chroma-cookbooks"] --- # chroma vs chroma-cookbooks *GraphCanon updated Sep 20, 2026* ## Verdict Pick chroma if chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying; pick chroma-cookbooks if chroma Cookbooks specialize in providing comprehensive guides and code examples for AI application development using Chroma. It is ideal for developers familiar with Chroma. [chroma](https://www.trychroma.com/) reports 29k GitHub stars, 2.5k forks, and 864 open issues, last pushed Sep 17, 2026. [chroma-cookbooks](https://trychroma.com) has 94 stars, 15 forks, and 0 open issues, last pushed Mar 16, 2026. Figures are from public GitHub metadata via [chroma's repository](https://github.com/chroma-core/chroma) and [chroma-cookbooks's repository](https://github.com/chroma-core/chroma-cookbooks). | | [chroma](/tools/chroma-core-chroma.md) | [chroma-cookbooks](/tools/chroma-core-chroma-cookbooks.md) | | --- | --- | --- | | Tagline | Search infrastructure for AI | Demos and sample apps using Chroma | | Stars | 29,320 | 94 | | Forks | 2,516 | 15 | | Open issues | 864 | 0 | | Language | Rust | Jupyter Notebook | | Adopt for | Chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying. | Chroma Cookbooks specialize in providing comprehensive guides and code examples for AI application development using Chroma. It is ideal for developers familiar with Chroma Cloud. | | Persona | - | - | | Runtime | - | - | | License | Chroma is licensed under the Apache-2.0 license, which is a permissive free software license. | - | | Categories | Data & Retrieval, Vector Databases | Data & Retrieval, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [chroma](/tools/chroma-core-chroma.md) | [chroma-cookbooks](/tools/chroma-core-chroma-cookbooks.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 175d | | Open issues (now) | 864 | 0 | | Stars delta | +422 (30d) | 0 (30d) | | Open issues delta | +118 (30d) | 0 (30d) | | Full report | [trust report](/tools/chroma-core-chroma/trust.md) | [trust report](/tools/chroma-core-chroma-cookbooks/trust.md) | ## Decision facts: chroma - **Pricing:** freemium - Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available. - **Requirements:** Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database. - **Adopt for:** Chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying. - **License detail:** Chroma is licensed under the Apache-2.0 license, which is a permissive free software license. ## Decision facts: chroma-cookbooks - **Pricing:** unknown - Lacks information on pricing details for the cookbooks or any associated costs from using Chroma Cloud services other than noting free credits are available upon signup. - **Requirements:** Access to a Chroma Cloud account is needed to explore many of the projects in this repository.; Basic knowledge of AI concepts and some experience with building AI applications can be advantageous for leveraging these cookbooks effectively. - **Adopt for:** Chroma Cookbooks specialize in providing comprehensive guides and code examples for AI application development using Chroma. It is ideal for developers familiar with Chroma Cloud. ## Choose when ### Choose chroma if… - chroma is primarily Rust; chroma-cookbooks is Jupyter Notebook. - Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available.. - Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database.. - Tags unique to chroma: agents, database, full-text-search, rust. - Also covers Vector Databases. - chroma ships Docker support for self-hosted deployment. - When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities. ### Choose chroma-cookbooks if… - chroma-cookbooks is primarily Jupyter Notebook; chroma is Rust. - Pricing: Lacks information on pricing details for the cookbooks or any associated costs from using Chroma Cloud services other than noting free credits are available upon signup.. - Requirements: Access to a Chroma Cloud account is needed to explore many of the projects in this repository.; Basic knowledge of AI concepts and some experience with building AI applications can be advantageous for leveraging these cookbooks effectively.. - Tags unique to chroma-cookbooks: chromadb, llm-evaluation. - Also covers Evaluation & Observability. - You require specific examples of how to build applications that integrate AI functionalities as demonstrated by Chroma's own tools. ## When NOT to use chroma - If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with. - When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search. - If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack. - When you need a solution that is not open-source and prefer proprietary software with dedicated support and features. ## When NOT to use chroma-cookbooks - If you are looking for a solution that does not require a Chroma Cloud account or interaction with their cloud-based technologies. - In scenarios where an open-source dependency is preferred over proprietary examples, since this repository may tie directly to Chroma's ecosystem and services. ## Common questions ### What is the difference between chroma and chroma-cookbooks? chroma: Search infrastructure for AI. chroma-cookbooks: Demos and sample apps using Chroma. See the comparison table for live GitHub stats and shared categories. ### When should I choose chroma over chroma-cookbooks? Choose chroma over chroma-cookbooks when chroma is primarily Rust; chroma-cookbooks is Jupyter Notebook; Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available.; Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database.; Tags unique to chroma: agents, database, full-text-search, rust; Also covers Vector Databases; chroma ships Docker support for self-hosted deployment; When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities. ### When should I choose chroma-cookbooks over chroma? Choose chroma-cookbooks over chroma when chroma-cookbooks is primarily Jupyter Notebook; chroma is Rust; Pricing: Lacks information on pricing details for the cookbooks or any associated costs from using Chroma Cloud services other than noting free credits are available upon signup.; Requirements: Access to a Chroma Cloud account is needed to explore many of the projects in this repository.; Basic knowledge of AI concepts and some experience with building AI applications can be advantageous for leveraging these cookbooks effectively.; Tags unique to chroma-cookbooks: chromadb, llm-evaluation; Also covers Evaluation & Observability; You require specific examples of how to build applications that integrate AI functionalities as demonstrated by Chroma's own tools. ### When should I avoid chroma? If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with. When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search. If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack. When you need a solution that is not open-source and prefer proprietary software with dedicated support and features. ### When should I avoid chroma-cookbooks? If you are looking for a solution that does not require a Chroma Cloud account or interaction with their cloud-based technologies. In scenarios where an open-source dependency is preferred over proprietary examples, since this repository may tie directly to Chroma's ecosystem and services. ### Is chroma or chroma-cookbooks more popular on GitHub? chroma has more GitHub stars (29,320 vs 94). Stars measure visibility, not whether either tool fits your constraints. ### Are chroma and chroma-cookbooks open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to chroma or chroma-cookbooks? GraphCanon lists graph-backed alternatives at [chroma alternatives](/tools/chroma-core-chroma/alternatives) and [chroma-cookbooks alternatives](/tools/chroma-core-chroma-cookbooks/alternatives) ([chroma markdown twin](/tools/chroma-core-chroma/alternatives.md), [chroma-cookbooks markdown twin](/tools/chroma-core-chroma-cookbooks/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/chroma-core-chroma-vs-chroma-core-chroma-cookbooks.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, chroma or chroma-cookbooks? chroma: Very active. chroma-cookbooks: 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 chroma and chroma-cookbooks? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [chroma trust report](/tools/chroma-core-chroma/trust); [chroma-cookbooks trust report](/tools/chroma-core-chroma-cookbooks/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=chroma-core-chroma`](/api/graphcanon/graph?tool=chroma-core-chroma) - 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/_