Dianel555 Exa Search
High-precision semantic search via Exa API. Standalone CLI only (no MCP dependency).
Execution Method
# Prerequisites: pip install httpx tenacity
# Environment: EXA_API_KEY (required), EXA_API_URL (optional, default: https://api.exa.ai)
# All examples assume cwd == skills/exa/. The shim auto-chdirs if you launch
# it from elsewhere (e.g., the repo root).
cd skills/exa
python scripts/exa_cli.py --help
Available Tools
# Basic semantic search (highlights always on; supports inline category:<type>)
python scripts/exa_cli.py web_search_exa --query "TypeScript design patterns" [--num-results 10]
python scripts/exa_cli.py web_search_exa --query "category:company Anthropic AI safety"
# Batch URL fetch (urls is a repeatable flag; payload field is upstream `ids`)
python scripts/exa_cli.py web_fetch_exa \
--urls "https://a.com" --urls "https://b.com" \
[--max-chars 3000] [--out content.json]
# Advanced filtered search (list params are repeatable flags, no comma syntax)
python scripts/exa_cli.py web_search_advanced_exa --query "transformer" \
[--type auto|fast|instant] [--category research\ paper] \
[--include-domains arxiv.org --include-domains papers.nips.cc] \
[--exclude-domains medium.com] \
[--include-text "attention"] [--exclude-text "tutorial"] \
[--start-date 2024-01-01] [--end-date 2024-12-31] \
[--num-results 10] [--max-age-hours 168] \
[--text] [--highlights] [--summary] \
[--max-chars 5000] # only effective when --text is set; emits stderr warning otherwise
[--out results.json]
# Configuration / connectivity probe (omit --no-test to run a numResults=1 ping)
python scripts/exa_cli.py get_config_info [--no-test]
# Create an Agent run or resume the same retained run
python scripts/exa_cli.py agent_run --query "Research an evidence-backed market map" [--effort low]
python scripts/exa_cli.py agent_run --run-id agent_run_123 [--wait-seconds 750]
Tool Capability Matrix
| Tool | Required | Optional | Output |
|---|---|---|---|
web_search_exa |
--query |
--num-results (1-100) |
Search results JSON (highlights always present) |
web_fetch_exa |
--urls (repeatable, ≥1) |
--max-chars (default 3000), --out |
/contents response JSON |
web_search_advanced_exa |
--query |
--type, --category, repeatable --include-domains/--exclude-domains/--include-text/--exclude-text, --start-date, --end-date, --num-results, --max-age-hours, --text, --highlights, --summary, --max-chars, --out |
Filtered search results JSON |
get_config_info |
– | --no-test |
Config + (default) connection_test |
agent_run |
exactly one of --query / --run-id |
schema/input files, data sources, prior-run continuation, effort, wait controls, --out |
Normalized retained-run lifecycle JSON |
Global Options
Place before the subcommand:
| Option | Purpose |
|---|---|
--api-url |
Override EXA_API_URL (does not write to os.environ) |
--api-key |
Override EXA_API_KEY |
--debug |
Enable JSON debug events on stderr (EXA_DEBUG=true) — never logs auth values |
--max-retry-wait <s> |
Cap (seconds) for single retry wait + exponential backoff (default 60, env: EXA_MAX_RETRY_WAIT) |
--auth-scheme <scheme> |
Authentication scheme: x-api-key (default) or bearer for third-party endpoints (env: EXA_AUTH_SCHEME) |
Tool Routing Guide
| Use Case | Recommended Tool |
|---|---|
| Real-time news, current events | grok-search |
| Semantic/conceptual research | exa (web_search_exa) |
| Domain or date-bounded research | exa (web_search_advanced_exa) |
| Read full content of one or more URLs | exa (web_fetch_exa) |
| Academic papers, technical docs | exa (web_search_advanced_exa --include-domains arxiv.org ...) |
| Open-ended discovery, multi-hop research, structured list building, prior-run follow-up | exa-agent (agent_run) |
| Homogeneous enrichment over known rows | Deterministic script with bounded concurrency, backoff, checkpoint, and stable output file |
Workflow Patterns
Pattern 1: Quick Semantic Search
python scripts/exa_cli.py web_search_exa --query "best practices for React hooks" --num-results 5
Pattern 2: Filtered Research (repeatable flags)
python scripts/exa_cli.py web_search_advanced_exa --query "transformer architecture" \
--include-domains arxiv.org --include-domains papers.nips.cc \
--start-date 2023-01-01 --text --summary
Pattern 3: Batch URL Read
python scripts/exa_cli.py web_fetch_exa \
--urls "https://example.com/a" --urls "https://example.com/b" \
--max-chars 4000 --out batch.json
Pattern 4: Third-Party Endpoint (Bearer Auth)
# Connect to exa-pool or other Exa-compatible proxy
export EXA_API_URL=https://pool.example.com
export EXA_AUTH_SCHEME=bearer
export EXA_API_KEY=your-bearer-token
python scripts/exa_cli.py web_search_exa --query "AI agents" --num-results 5
# Or use CLI flags for one-off requests
python scripts/exa_cli.py --auth-scheme bearer --api-url https://pool.example.com \
web_search_exa --query "AI agents"
Pattern 5: Exa Agent
Read exa-agent.md before creating a run. It defines objective/schema/coverage checks, --run-id versus --previous-run-id, evidence validation, and ZDR limits without duplicating that workflow here.
References
The references/ directory carries 11 prompt-engineering guides. Open them on demand when crafting queries:
| File | When to read |
|---|---|
searching.md |
Crafting web_search_exa queries (semantic phrasing, category usage) |
extraction.md |
Choosing between highlights / text / summary on advanced search |
filtering.md |
Building include/exclude domain & date filters |
synthesis.md |
Aggregating multiple result sets into a coherent answer |
source-quality.md |
Vetting source credibility |
patterns-code.md |
Code/library research recipes |
patterns-companies.md |
Company research recipes |
patterns-news.md |
Current-events research recipes |
patterns-papers.md |
Academic paper recipes |
patterns-people.md |
People search recipes |
patterns-relationships.md |
Multi-entity relationship research |
Error Handling
| Error | Recovery |
|---|---|
EXA_API_KEY not configured |
Set environment variable or pass --api-key |
| Search/fetch HTTP 408/429/5xx | Automatic retry with exponential backoff (max 4 attempts, capped by --max-retry-wait) |
| Agent create network/408/429/5xx | Single attempt; report uncertain upstream state and do not create a duplicate |
| Agent running deadline | Resume the same ID with agent_run --run-id ... |
| HTTP 401 | Verify API key |
| Timeout | Reduce --num-results or retry |
Output Format
All commands print JSON (ensure_ascii=False, indent 2) to stdout. With --out <file>, the response JSON is written to that path and stdout becomes
{"status":"ok","file":"<file>"}. Errors go to stderr as
{"error":"<message>"} with non-zero exit.
Agent creation and interruption additionally emit one-line JSON progress events to stderr so the retained run ID remains recoverable without corrupting stdout.