How do I install the Web Search skill?

Run npx skillmds@latest add bg-szy/web-search in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Web Search safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Web Search?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Web Search free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Web Search?

bg-szy (@bg-szy) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Web Search by bg-szy — Agent Skill

Name: Web Search
Author: bg-szy

Web Search

Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative

bg-szy b59859b 3 files · 52.3 KB Updated Sep 17, 2026

File contents

Install the belt CLI skill: npx skills add belt-sh/cli

Web Search & Extraction

Search the web and extract content via inference.sh CLI.

Quick Start

Requires inference.sh CLI (belt). Install instructions

belt login

# Search the web
belt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}'

Available Apps

Tavily

App	App ID	Description
Search Assistant	`tavily/search-assistant`	AI-powered search with answers
Extract	`tavily/extract`	Extract content from URLs

Exa

App	App ID	Description
Search	`exa/search`	Smart web search with AI
Answer	`exa/answer`	Direct factual answers
Extract	`exa/extract`	Extract and analyze web content

Examples

Tavily Search

belt app run tavily/search-assistant --input '{
  "query": "What are the best practices for building AI agents?"
}'

Returns AI-generated answers with sources and images.

Tavily Extract

belt app run tavily/extract --input '{
  "urls": ["https://example.com/article1", "https://example.com/article2"]
}'

Extracts clean text and images from multiple URLs.

Exa Search

belt app run exa/search --input '{
  "query": "machine learning frameworks comparison"
}'

Returns highly relevant links with context.

Exa Answer

belt app run exa/answer --input '{
  "question": "What is the population of Tokyo?"
}'

Returns direct factual answers.

Exa Extract

belt app run exa/extract --input '{
  "url": "https://example.com/research-paper"
}'

Extracts and analyzes web page content.

Workflow: Research + LLM

# 1. Search for information
belt app run tavily/search-assistant --input '{
  "query": "latest developments in quantum computing"
}' > search_results.json

# 2. Analyze with Claude
belt app run openrouter/claude-sonnet-45 --input '{
  "prompt": "Based on this research, summarize the key trends: <search-results>"
}'

Workflow: Extract + Summarize

# 1. Extract content from URL
belt app run tavily/extract --input '{
  "urls": ["https://example.com/long-article"]
}' > content.json

# 2. Summarize with LLM
belt app run openrouter/claude-haiku-45 --input '{
  "prompt": "Summarize this article in 3 bullet points: <content>"
}'

Use Cases

Research: Gather information on any topic
RAG: Retrieval-augmented generation
Fact-checking: Verify claims with sources
Content aggregation: Collect data from multiple sources
Agents: Build research-capable AI agents

Related Skills

# Full platform skill (all apps)
npx skills add inference-sh/skills@infsh-cli

# LLM models (combine with search for RAG)
npx skills add inference-sh/skills@llm-models

# Image generation
npx skills add inference-sh/skills@ai-image-generation

Browse all apps: belt app store

Documentation

Adding Tools to Agents - Equip agents with search
Building a Research Agent - LLM + search integration guide
Tool Integration Tax - Why pre-built tools matter

---name: web-searchdescription: Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative---> **Install the belt CLI skill:** `npx skills add belt-sh/cli`# Web Search & ExtractionSearch the web and extract content via [inference.sh](https://inference.sh) CLI.![Web Search & Extraction](https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kgndqjxd780zm2j3rmada6y8.jpeg)## Quick Start> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)```bashbelt login# Search the webbelt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}'```## Available Apps### Tavily| App | App ID | Description ||-----|--------|-------------|| Search Assistant | `tavily/search-assistant` | AI-powered search with answers || Extract | `tavily/extract` | Extract content from URLs |### Exa| App | App ID | Description ||-----|--------|-------------|| Search | `exa/search` | Smart web search with AI || Answer | `exa/answer` | Direct factual answers || Extract | `exa/extract` | Extract and analyze web content |## Examples### Tavily Search```bashbelt app run tavily/search-assistant --input '{ "query": "What are the best practices for building AI agents?"}'```Returns AI-generated answers with sources and images.### Tavily Extract```bashbelt app run tavily/extract --input '{ "urls": ["https://example.com/article1", "https://example.com/article2"]}'```Extracts clean text and images from multiple URLs.### Exa Search```bashbelt app run exa/search --input '{ "query": "machine learning frameworks comparison"}'```Returns highly relevant links with context.### Exa Answer```bashbelt app run exa/answer --input '{ "question": "What is the population of Tokyo?"}'```Returns direct factual answers.### Exa Extract```bashbelt app run exa/extract --input '{ "url": "https://example.com/research-paper"}'```Extracts and analyzes web page content.## Workflow: Research + LLM```bash# 1. Search for informationbelt app run tavily/search-assistant --input '{ "query": "latest developments in quantum computing"}' > search_results.json# 2. Analyze with Claudebelt app run openrouter/claude-sonnet-45 --input '{ "prompt": "Based on this research, summarize the key trends: <search-results>"}'```## Workflow: Extract + Summarize```bash# 1. Extract content from URLbelt app run tavily/extract --input '{ "urls": ["https://example.com/long-article"]}' > content.json# 2. Summarize with LLMbelt app run openrouter/claude-haiku-45 --input '{ "prompt": "Summarize this article in 3 bullet points: <content>"}'```## Use Cases- **Research**: Gather information on any topic- **RAG**: Retrieval-augmented generation- **Fact-checking**: Verify claims with sources- **Content aggregation**: Collect data from multiple sources- **Agents**: Build research-capable AI agents## Related Skills```bash# Full platform skill (all apps)npx skills add inference-sh/skills@infsh-cli# LLM models (combine with search for RAG)npx skills add inference-sh/skills@llm-models# Image generationnpx skills add inference-sh/skills@ai-image-generation```Browse all apps: `belt app store`## Documentation- [Adding Tools to Agents](https://inference.sh/docs/agents/adding-tools) - Equip agents with search- [Building a Research Agent](https://inference.sh/blog/guides/research-agent) - LLM + search integration guide- [Tool Integration Tax](https://inference.sh/blog/tools/integration-tax) - Why pre-built tools matter

Frequently asked questions