← 返回 Skills 市场
Openclaw Skill Langchain Local
作者
manoj kumar
· GitHub ↗
· v0.1.0
· MIT-0
305
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install openclaw-skill-langchain-local
功能描述
Run LangChain AI pipelines locally and offline using Ollama and phi4-mini for coding, devops, chat, or document-based queries without requiring cloud or API...
安全使用建议
This skill appears to do what it says: run LangChain chains against a locally-hosted Ollama model. Before installing or running it: 1) Ensure you actually run ollama serve and have pulled a trusted local model (phi4-mini) — the skill will send your prompts to whatever OLLAMA_BASE_URL is configured. 2) Do not change OLLAMA_BASE_URL to an unknown remote host unless you trust that host, because prompts/responses would be transmitted there. 3) Be cautious with 'devops' mode: the assistant returns shell commands; do not copy/paste commands that you haven't reviewed. 4) Note the small implementation mismatch: 'rag' mode is supported in prompts but not in LLM_CONFIG (it will use the chat LLM settings); if you rely on RAG/document retrieval, verify the skill's document integration before trusting outputs.
功能分析
Type: OpenClaw Skill
Name: openclaw-skill-langchain-local
Version: 0.1.0
The skill bundle is a legitimate implementation for running LangChain pipelines locally using Ollama. The code in main.py and config.py follows standard practices for local LLM integration, and the system prompts in prompts.py are appropriately scoped for coding, devops, and chat tasks without any signs of malicious intent, data exfiltration, or prompt injection.
能力评估
Purpose & Capability
Name/description align with the included code and SKILL.md: the skill uses langchain_ollama to call a local Ollama server (MODEL_NAME phi4-mini) and provides modes for coding, devops, chat, and rag. Minor inconsistency: LLM_CONFIG defines 'coding','chat','devops' but not 'rag' — the code falls back to the 'chat' config for unknown modes while using the 'rag' system prompt. This is unlikely malicious but is an implementation inconsistency.
Instruction Scope
SKILL.md instructs running a local Python script and pulling/running Ollama locally. The runtime instructions and code only interact with a local Ollama HTTP endpoint (default http://localhost:11434) and stdout; there are no instructions to read unrelated files, exfiltrate data, or contact external endpoints.
Install Mechanism
No install spec is provided (instruction-only), and included code files are plain Python. Requirements are local: Ollama must be installed and a model pulled, plus Python packages. No downloads from arbitrary URLs or archive extraction are present.
Credentials
The skill requires no environment variables or credentials. It uses a configurable OLLAMA_BASE_URL in code (defaulting to localhost). That is proportionate; only caution: if a user changes OLLAMA_BASE_URL to a remote host, queries would be sent there.
Persistence & Privilege
The skill has no elevated persistence flags (always:false) and does not modify other skills or system-wide settings. It runs as an interactive CLI script and does not attempt autonomous persistence.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install openclaw-skill-langchain-local - 安装完成后，直接呼叫该 Skill 的名称或使用
/openclaw-skill-langchain-local触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v0.1.0
- Initial release of LangChain Local skill for fully offline, private AI pipelines using Ollama and local models.
- Supports multiple modes: coding (Python/Django), devops (shell commands), chat (conversation), and rag (document-grounded Q&A).
- No API keys or cloud required; runs entirely on your machine with Ollama.
- Easy setup instructions for dependencies and model pulling included.
- Includes example commands and usage parameters for flexible integration.
元数据
常见问题
Openclaw Skill Langchain Local 是什么？
Run LangChain AI pipelines locally and offline using Ollama and phi4-mini for coding, devops, chat, or document-based queries without requiring cloud or API... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 305 次。
如何安装 Openclaw Skill Langchain Local？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install openclaw-skill-langchain-local」即可一键安装，无需额外配置。
Openclaw Skill Langchain Local 是免费的吗？
是的，Openclaw Skill Langchain Local 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Openclaw Skill Langchain Local 支持哪些平台？
Openclaw Skill Langchain Local 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Openclaw Skill Langchain Local？
由 manoj kumar（@manojrammurthy）开发并维护，当前版本 v0.1.0。
推荐 Skills