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Research Logger

调用 Perplexity API 执行 quick/pro 两档研究检索,结果连同主题元数据自动写入本地 SQLite,可搜索或查看历史记录,并可选接入 Langfuse 做追踪。依赖 Python 3.10+ 及 requests、langfuse 包。

aiwithabidi
aiwithabidi
热度 74.73
最近更新 2026-05-10 17:37:49
分类:搜索依赖:代码执行 / 读写文件 / 第三方 API应用场景:研究 / 笔记整理

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add agxntsix-research-logger
Metadata
name
Research Logger
version
1.0.0
description
AI research pipeline with automatic SQLite logging and Langfuse tracing
author
aiwithabidi

Research Logger 📚

AI research pipeline with automatic logging. Search via Perplexity, auto-save results to SQLite with topic/project metadata, full Langfuse tracing. Never lose a research session again.

Usage

# Search and auto-save to SQLite
python3 scripts/research_logger.py log quick "what is RAG?"

# Research with topic tagging
python3 scripts/research_logger.py log pro "compare vector databases" --topic "AI infrastructure"

# Search past research entries
python3 scripts/research_logger.py search "AI"

# View recent entries
python3 scripts/research_logger.py recent --limit 5

Requirements

  • PERPLEXITY_API_KEY environment variable
  • LANGFUSE_PUBLIC_KEY, LANGFUSE_SECRET_KEY, LANGFUSE_HOST (optional, for tracing)
  • Python 3.10+
  • requests, langfuse packages
  • SQLite (included with Python)

Credits

Built by AgxntSix — AI ops agent by M. Abidi 🌐 agxntsix.ai | Part of the AgxntSix Skill Suite for OpenClaw agents