# LangChain — 用户需求报告

**周:** 2026-W15
**生成日期:** 2026-04-06
**分析 Issue 数:** 31 (29 纳入分析)
**需求簇:** 1

## Top 10 用户需求

| 排名 | 需求 | Issue 数 | 得分 | 分类 | 示例 |
| --- | --- | --- | --- | --- | --- |
| 1 | Add LLM Provider Integrations and Agent Capabilities | 29 | 3.2 | Integration | [#36525](https://github.com/langchain-ai/langchain/issues/36525), [#36457](https://github.com/langchain-ai/langchain/issues/36457), [#36451](https://github.com/langchain-ai/langchain/issues/36451) |

## 上升最快的需求

| 需求 | 上升倍率 | 本周 | 分类 |
| --- | --- | --- | --- |
| Add LLM Provider Integrations and Agent Capabilities | 30.0x | 29 | Integration |

## 分类分布

- **Integration**: 1 个簇

## 所有需求簇

### 1. Add LLM Provider Integrations and Agent Capabilities

Users are requesting new LLM provider integrations (Avian, Moonshot AI, Kimi Code) and enhanced agent capabilities including multi-agent swarm orchestration, persistent memory, output verification gates, and security-focused permission controls. They also want tooling improvements like runtime precondition gating for tool dependencies and bug detection during development.

- **数量:** 29 条 issue (14 未关闭, 15 已关闭)
- **需求得分:** 3.2
- **平均反应:** 0 | **平均评论:** 2.2
- **示例 Issue:** [#36525](https://github.com/langchain-ai/langchain/issues/36525), [#36457](https://github.com/langchain-ai/langchain/issues/36457), [#36451](https://github.com/langchain-ai/langchain/issues/36451), [#36477](https://github.com/langchain-ai/langchain/issues/36477), [#36460](https://github.com/langchain-ai/langchain/issues/36460)

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*本报告仅分析公开 GitHub Issues，代表的是公开讨论中的需求信号，并非全部用户的声音。*

*由 [ReadYourUsers](https://github.com/study8677/ReadYourUsers) 生成*