htlin222/search

Search Research

Find and synthesize information effectively.

When to use

• Deep research tasks
• Fact verification
• Competitive analysis
• Documentation lookup
• Trend analysis

Search strategies

Query formulation

# Exact phrase
"error handling best practices"

# Exclude terms
python tutorial -beginner

# Site-specific
site:github.com react hooks

# File type
filetype:pdf security audit

# Date range (use WebSearch date filtering)
react 18 features 2024

Domain filtering

# WebSearch with domain filtering
WebSearch(
    query="kubernetes best practices",
    allowed_domains=["kubernetes.io", "cloud.google.com", "docs.aws.amazon.com"],
)

# Exclude unreliable sources
WebSearch(
    query="health benefits of X",
    blocked_domains=["pinterest.com", "quora.com"],
)

Research workflow

1. Scope definition

• What specific question needs answering?
• What type of sources are authoritative?
• What time period is relevant?

2. Initial search

# Broad search first
queries = [
    "main topic overview",
    "main topic best practices",
    "main topic common problems",
]

3. Deep dive

# Follow up on promising results
for result in initial_results:
    if is_authoritative(result):
        content = WebFetch(url=result.url, prompt="Extract key findings")
        facts.append(content)

4. Verification

• Cross-reference claims across sources
• Check publication dates
• Verify author credentials
• Look for primary sources

Output format

## Research Summary: [Topic]

### Key Findings

1. **Finding 1** - [Source](url)
   - Supporting detail
   - Supporting detail

2. **Finding 2** - [Source](url)
   - Supporting detail

### Consensus

- Points that multiple sources agree on

### Contradictions

- Areas where sources disagree

### Gaps

- Questions that couldn't be answered

### Sources

- [Title](url) - Credibility: High/Medium/Low

Source evaluation

| Indicator | High Credibility | Low Credibility | | --------- | ------------------------------ | ----------------------- | | Domain | .gov, .edu, major publications | Unknown, user-generated | | Author | Named expert, organization | Anonymous, unclear | | Date | Recent, regularly updated | Outdated, no date | | Citations | Links to sources | No references | | Bias | Balanced, factual | Promotional, extreme |

Examples

Input: "Research best auth solutions for SaaS" Action: Search auth providers, compare features, check reviews, summarize

Input: "Verify this claim about performance" Action: Find benchmarks, check methodology, cross-reference results