AI Devtools Radar

Pinecone

向量数据库www.pinecone.io13 条已发布变化

2 个来源在监控

变化时间线

positioning

定价页面新增比较信息，突出 Pinecone 与 pgvector、Elasticsearch、Vertex AI 等替代方案的对比

评估 Pinecone 定价的用户现在可以看到与竞争解决方案的直接对比，有助于相对于 pgvector、Elasticsearch 和 Vertex AI 等替代方案加强定位。

证据
+Weighing this against what you run today? The Pinecone comparisons cover pgvector, Elasticsearch, Vertex AI, and more.

www.pinecone.io

featurehigh

全文搜索和 Documents API 已正式发布

开发者现在可以在单个索引中使用生产就绪的全文搜索（BM25）与密集向量搜索和稀疏向量搜索相结合，支持高级查询、筛选和批量文档操作。

证据
+General availability: Full-text search and the Documents API Full-text search is now generally available on API version 2026-07, built on the new Documents API.Create schema-based document indexes that combine full-text (BM25), dense-vector, and sparse-vector ranking fields in a single index.

docs.pinecone.io

pricinghigh

批量导入 $250 积分（1 TB）不再提供给新订阅

新的 Standard 和 Enterprise 客户将不再获得一次性 $250 批量导入积分，对象存储的所有导入将按 $0.25/GB 计费。

证据
+Bulk import credit is no longer offered New Standard and Enterprise subscriptions no longer receive the one-time $250 bulk import credit (1 TB). Imports from object storage are billed at the standard $0.25/GB rate.

docs.pinecone.io

deprecationhigh

cohere-rerank-3.5 弃用截止日期从 7 月 31 日延至 2026 年 8 月 31 日

客户现在有额外一个月的时间（从 7 月 31 日延至 8 月 31 日）将 rerank 请求迁移至 cohere-rerank-4-fast，然后才会进行自动迁移。

证据
−Through July 31, 2026: cohere-rerank-3.5 continues to serve requests as before. August 1, 2026: requests to cohere-rerank-3.5 are automatically served by cohere-rerank-4-fast.
+Through August 30, 2026: cohere-rerank-3.5 continues to serve requests as before. August 31, 2026: requests to cohere-rerank-3.5 are automatically served by cohere-rerank-4-fast.

docs.pinecone.io

api

Cohere reranking API 从 v3.5 更新到 4-fast，定价单位术语也随之变更

通过 Pinecone 使用 Cohere reranking 的开发者需要更新集成以使用新的 cohere-rerank-4-fast 模型。定价单位术语从 'requests' 变更为 'rerank units'，价格保持 $2/1k。

证据
−cohere-rerank-v3.5 $2/1k requests
+cohere-rerank-4-fast $2/1k rerank units

www.pinecone.io · 另有 1 个来源报告了同一变化

feature

专用读节点现已支持通过 Prometheus/Datadog 集成获取索引满度指标

拥有专用读节点的用户现在可以通过监控集成跟踪索引满度随时间的变化，实现更好的容量规划。

证据
+Index fullness metrics for dedicated read nodes Indexes that use dedicated read nodes now emit index fullness as time-series metrics. Monitor fullness over time via the Prometheus or Datadog integration.

docs.pinecone.io

other

倒数秩融合 (RRF) 指南从发布说明中移除

RRF 指南公告不再出现在 2026 发布说明中。

证据
−2026-08-11 Search New guide: reciprocal rank fusion (RRF) Added a guide on reciprocal rank fusion, a client-side method for combining the results of separate searches (for example, full-text and semantic) into one ranking without normalizing scores. RRF fuses rankings rather than raw scores, so it needs no per-signal weighting.

docs.pinecone.io

feature

发布了关于倒数排名融合（RRF）用于搜索结果排名的新指南

开发者现在可以学习如何使用 RRF（一种客户端排名技术）来融合来自多个搜索方法（全文搜索和语义搜索）的结果，无需进行分数归一化或按信号加权

证据
+New guide: reciprocal rank fusion (RRF) Added a guide on reciprocal rank fusion, a client-side method for combining the results of separate searches (for example, full-text and semantic) into one ranking without normalizing scores. RRF fuses rankings rather than raw scores, so it needs no per-signal weighting.

docs.pinecone.io

feature

Pinecone Terraform Provider v4.0.0 发布，包含服务账户和组织管理资源

用户现在可以通过 Terraform 管理服务账户、角色绑定、组织邀请和成员，所有资源都支持新的数据源和导入功能。

证据
+Released Pinecone Terraform Provider v4.0.0 Released v4.0.0 of the Terraform Provider for Pinecone. This version adds resources for managing service accounts, role bindings, organization invites, and removing organization members. It also adds data sources for reading existing indexes, collections, projects, service accounts, role bindings, invites, and users, and terraform import support for every resource.

docs.pinecone.io · 另有 1 个来源报告了同一变化

pricing

在批量导入积分支持资格中将免费计划改名为 Starter 计划

使用免费计划的用户现在被称为 Starter 计划用户，与 Builder 计划用户一样不符合 $250 批量导入积分的资格。

证据
−Builder and Free plans are not eligible.
+Builder and Starter plans are not eligible.

docs.pinecone.io

featurehigh

全文搜索现在支持具有纠错容差的模糊匹配

用户现在可以通过在搜索词后追加 ~ 在 query_string 搜索中执行纠错容差的搜索，支持可配置的编辑距离（0-2）或基于词长的自动距离。现有索引无需重新索引。

证据
+Fuzzy matching (typo tolerance) — In a query_string search, append ~ to a term to match indexed terms within a small edit distance: body:(compxter~1) matches computer. Use term~ for an automatic distance based on term length, or term~N for a fixed distance (N is 0–2). Fuzzy works on existing indexes with no reindex.

docs.pinecone.io · 另有 1 个来源报告了同一变化

other

角色命名更改：'User' 角色重命名为组织和项目的 'Manager'

现有角色分配会自动迁移。组织级 User 角色现为 Organization manager，项目级 User 角色现为 Project manager。权限保持不变。

证据
+If you used the previous role model, the User role has been renamed to Manager: the organization-level User role is now Organization manager, and the project-level User role is now Project manager. This is a name change only—permissions are unchanged and existing assignments are migrated automatically.

docs.pinecone.io

feature

Pinecone 定价页新增 Bring Your Own Cloud (BYOC) 选项

用户现在可以选择在自己的云基础设施上部署 Pinecone，对数据驻留地和合规性要求有了更多的控制权和灵活性。

证据
+Bring Your Own Cloud (BYOC) Bring Your Own Cloud (BYOC)

www.pinecone.io · 另有 1 个来源报告了同一变化