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Prismind

多视角推理引擎 — 让 AI 从多个棱镜思考问题

PyPI Python License

pip install prismind
pip install 'prismind[web]'    # 连带 Web 界面

为什么是 Prismind?

普通 AI 工具 = 问题进去 → 黑箱回答出来

Prismind = 问题进去 → 自动匹配分析框架 → 多视角拆解 → 辩论整合 → 结构化输出

内置 6 种分析视角(因果/辩论/对比/推演/历史/风险),自动适配模型能力(1.5B → GPT-4o)。

快速开始

from prismind import chat

result = chat("分析人工智能对医疗行业的影响",
              model="deepseek-chat",
              ak="sk-xxxxxxxx")
print(result)

模型自动适配

层级 典型模型 温度 Token 棱镜数 模式
TINY qwen2.5:1.5b 0.3 2048 1 合并
SMALL qwen2.5:7b 0.4 4096 2 串行
FULL deepseek-chat, gpt-3.5 0.5 8192 3 串行
PREMIUM gpt-4o, claude-3.5 0.6 16384 4 串行

三种模式

模式 说明
simple 单次直答,最快
standard 智能增强,短→直答 / 复杂→多视角串行+融合
deep 多视角并行 + 辩论 + 综合 + 完整性检查(手动开启)

三种接入

SDK

from prismind import chat, chat_stream, chat_async, set_mode, ImageLoader

for chunk in chat_stream("量子计算是什么?", ak="..."): print(chunk, end="")
result = await chat_async("分析市场趋势", ak="...")
img = ImageLoader.from_path("chart.jpg")
result = chat("分析这张图表", images=[img], ak="...")

CLI

prismind --ak sk-xxx --model deepseek-chat --mode standard
/mode simple|standard|deep   切换推理模式
/clear                        清空会话
/tools                        查看工具

Web

pip install 'prismind[web]'
prismind-web
# http://127.0.0.1:8081

配置优先级

运行时参数 > PRISMIND_AK 环境变量 > .env > prismind.json > 默认值

支持供应商

OpenAI / Ollama / Claude / Gemini / 百度 / 阿里 / 智谱

许可证

MIT

Metadata

Release files for prismind 0.2.0

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