Model overview
- 中英双语，以及中英跨语种能力(Bilingual and Crosslingual capability in English and Chinese)； - RAG优化，适配更多真实业务场景(RAG adaptation for more domains, including Education, Law, Finance, Medical, Literature, FAQ, Textbook, Wikipedia, etc.)； - 方便集成进langchain和llamaindex(Easy integrations for langchain and llamaindex in BCEmbedding )。 - `EmbeddingModel`不需要“精心设计”instruction，尽可能召回有用片段。 (No need for "instruction") - **最佳实践（Best practice）** ：embedding召回top50-100片段，reranker对这50-100片段精排，最后取top5-10片段。（1. Get top 50-100 passages with bce-embedding-base_v1 for "`recall`"； 2. Rerank passages with bce-reranker-base_v1 and get top 5-10 for "`precision`" finally. ） - `BCEmbedding`技术博客（ **Technical Blog** ）: 为RAG而生-BCEmbedding技术报告 - Related link for **RerankerModel** : bce-reranker-base_v1 - RAG applications: QAnything, ragflow, HuixiangDou, ChatPDF. - Efficient inference framework: ChatLLM.cpp, Xinference, mindnlp (Huawei GPU, 华为GPU).
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。