curl -fsSL https://cli.inference.sh | sh && infsh login

# Simple RAG: Search + LLM
SEARCH=$(infsh app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}')
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Based on this research, summarize the key trends: $SEARCH\"
}"

[用户查询] -> [网页搜索] -> [带上下文的LLM] -> [回答]

[查询] -> [多轮搜索] -> [结果聚合] -> [LLM分析] -> [报告]

[URL列表] -> [内容提取] -> [内容分块] -> [LLM总结] -> [输出]

# 1. 搜索信息
SEARCH_RESULT=$(infsh app run tavily/search-assistant --input '{
  "query": "What are the latest breakthroughs in quantum computing 2024?"
}')

# 2. 生成基于事实的响应
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"You are a research assistant. Based on the following search results, provide a comprehensive summary with citations.

Search Results:
$SEARCH_RESULT

Provide a well-structured summary with source citations.\"
}"

# 搜索多个来源
TAVILY=$(infsh app run tavily/search-assistant --input '{"query": "electric vehicle market trends 2024"}')
EXA=$(infsh app run exa/search --input '{"query": "EV market analysis latest reports"}')

# 合并结果并分析
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Analyze these research results and identify common themes and contradictions.

Source 1 (Tavily):
$TAVILY

Source 2 (Exa):
$EXA

Provide a balanced analysis with sources.\"
}"

# 1. 从指定URL提取内容
CONTENT=$(infsh app run tavily/extract --input '{
  "urls": [
    "https://example.com/research-paper",
    "https://example.com/industry-report"
  ]
}')

# 2. 分析提取的内容
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Analyze these documents and extract key insights:

$CONTENT

Provide:
1. Key findings
2. Data points
3. Recommendations\"
}"

# 需要验证的主张
CLAIM="AI will replace 50% of jobs by 2030"

# 1. 搜索证据
EVIDENCE=$(infsh app run tavily/search-assistant --input "{
  \"query\": \"$CLAIM evidence studies research\"
}")

# 2. 验证主张
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Fact-check this claim: '$CLAIM'

Based on the following evidence:
$EVIDENCE

Provide:
1. Verdict (True/False/Partially True/Unverified)
2. Supporting evidence
3. Contradicting evidence
4. Sources\"
}"

TOPIC="Impact of generative AI on creative industries"

# 1. 初步调研
OVERVIEW=$(infsh app run tavily/search-assistant --input "{\"query\": \"$TOPIC overview\"}")
STATISTICS=$(infsh app run exa/search --input "{\"query\": \"$TOPIC statistics data\"}")
OPINIONS=$(infsh app run tavily/search-assistant --input "{\"query\": \"$TOPIC expert opinions\"}")

# 2. 生成完整报告
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Generate a comprehensive research report on: $TOPIC

Research Data:
== Overview ==
$OVERVIEW

== Statistics ==
$STATISTICS

== Expert Opinions ==
$OPINIONS

Format as a professional report with:
- Executive Summary
- Key Findings
- Data Analysis
- Expert Perspectives
- Conclusion
- Sources\"
}"

# 对事实性问题使用Exa Answer
infsh app run exa/answer --input '{
  "question": "What is the current market cap of NVIDIA?"
}'

# 不佳：过于模糊
"AI news"

# 优秀：具体且有上下文
"latest developments in large language models January 2024"

# 在发送给LLM之前先总结长搜索结果
SEARCH=$(infsh app run tavily/search-assistant --input '{"query": "..."}')

# 如果结果过长，先进行总结
SUMMARY=$(infsh app run openrouter/claude-haiku-45 --input "{
  \"prompt\": \"Summarize these search results in bullet points: $SEARCH\"
}")

# 再使用总结结果进行分析
infsh app run openrouter/claude-sonnet-45 --input "{
  \"prompt\": \"Based on this research summary, provide insights: $SUMMARY\"
}"

infsh app run openrouter/claude-sonnet-45 --input '{
  "prompt": \"... Always cite sources in [Source Name](URL) format.\"
}'

# 第一轮：宽泛搜索
INITIAL=$(infsh app run tavily/search-assistant --input '{"query": "topic overview"}')

# 第二轮：基于初步发现深入研究
DEEP=$(infsh app run tavily/search-assistant --input '{"query": "specific aspect from initial search"}')

#!/bin/bash
# research.sh - 可复用的调研函数

research() {
  local query="$1"

  # 搜索
  local results=$(infsh app run tavily/search-assistant --input "{\"query\": \"$query\"}")

  # 分析
  infsh app run openrouter/claude-haiku-45 --input "{
    \"prompt\": \"Summarize: $results\"
  }"
}

research "your query here"

# 网页搜索工具
npx skills add inference-sh/skills@web-search

# LLM模型
npx skills add inference-sh/skills@llm-models

# 内容管道
npx skills add inference-sh/skills@ai-content-pipeline

# 完整平台技能
npx skills add inference-sh/skills@inference-sh