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Chroma
关于 Chroma
Chroma 是专为 LLM 应用设计的开源嵌入数据库。这是一个简单、快速且对开发者友好的向量存储，用于构建具备语义搜索和检索功能的 AI 应用。
标签
#向量数据库#开源#嵌入#LLM
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Chroma 核心功能
Open-Source Embedding Database — Chroma is an open-source vector database designed specifically for LLM applications, offering a simple and flexible way to store and retrieve embeddings.
High-Performance Vector Search — Built for speed, Chroma provides fast similarity search over large collections of embeddings, enabling real-time semantic retrieval.
Developer-Friendly API — With a clean and intuitive API, Chroma makes it easy to integrate into your AI stack, supporting Python and JavaScript clients.
Seamless LLM Integration — Chroma integrates smoothly with popular LLM frameworks like LangChain and LlamaIndex, simplifying the development of retrieval-augmented generation (RAG) applications.
Metadata Filtering — Attach metadata to your embeddings and filter search results based on custom criteria, enabling more precise and context-aware retrieval.
Scalable and Lightweight — Chroma is designed to be lightweight and scalable, running locally or in the cloud, and can handle millions of vectors with ease.
Active Community and Support — As an open-source project, Chroma benefits from a vibrant community, extensive documentation, and continuous improvements.
Chroma 订阅计划
Open Source (Free)
$0
- Self-hosted
- Unlimited usage
- Community support
- Full access to source code
Cloud (Managed)
Usage-based (check official pricing)
- Fully managed infrastructure
- Automatic scaling
- High availability
- Dedicated support
