Chroma
AI Infrastructure
Chroma is the simplest open-source embedding database.
AI tools that cover similar ground to 思腾合力, sorted by relevance. Use the table for a quick pricing and category check, then click through for details.
Updated 2026-10-22
| Tool | Pricing | Categories | Best for |
|---|---|---|---|
| Chroma | Freemium | AI Infrastructure / AI Open Source | The AI-native open-source embedding database |
| 无问芯穹 Infinigence | Paid | AI Infrastructure / GPU Cloud | AI-native compute platform from China |
| LiteLLM | Freemium | AI APIs / AI Infrastructure | One SDK to call 100+ LLM APIs uniformly |
| Martian | Paid | AI APIs / AI Infrastructure | Model router that picks the best LLM per request |
| MLflow | Free | AI Infrastructure / Model Training | Open-source platform for the ML lifecycle |
| Pinecone | Freemium | AI Infrastructure / AI Dev Platforms | Managed vector database for AI apps |
| Qdrant | Freemium | AI Infrastructure / AI Open Source | High-performance vector database written in Rust |
| SGLang | Free | AI Infrastructure / AI Open Source | Fast LLM serving engine with RadixAttention |
We only include tools that share at least one category with 思腾合力. Ordering is relevance-based, not paid: featured tools first, then the rest of the category.
AI Infrastructure
Chroma is the simplest open-source embedding database.
AI Infrastructure
Infinigence AI aggregates heterogeneous GPU compute for LLMs.
AI APIs
LiteLLM unifies LLM APIs with an OpenAI-format proxy.
AI APIs
Martian routes LLM requests for optimal quality and cost.
AI Infrastructure
MLflow manages the end-to-end ML lifecycle, open source.
AI Infrastructure
Pinecone is a fully managed vector database for AI search.
AI Infrastructure
Qdrant is a fast open-source vector database in Rust.
AI Infrastructure
SGLang is a fast serving framework for LLMs and VLMs.
AI Infrastructure
TensorRT-LLM optimizes LLM inference on NVIDIA GPUs.
AI APIs
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AI Infrastructure
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AI Infrastructure
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AI Infrastructure
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