⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🔍 Web Search

Ai Rag Pipelinev0.1.5

Name: Ai Rag Pipeline
Author: okaris

ai-rag-pipeline

okaris

Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRo...

anthropicautomationgeminiopenairesearchweb-search

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

1.0K

Stars

CreatedFeb 6, 2026

UpdatedApr 28, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install okaris/ai-rag-pipeline

Skill Package1 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B60/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation9/35

· 3 installs (very low)
· 1022 downloads (moderate demand)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness6/15

· skillAssets present (0 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://inference.sh

Audited Apr 16, 2026 · audit v1.0

💡

Usage Guide

Generated Mar 20, 2026

AI developersResearch analystsContent creatorsBusiness consultantsbeginner

💡 Application Scenarios

Market Research AssistantConsulting, Market Research

Automates competitive analysis by searching for latest industry reports and summarizing key trends, helping businesses stay informed about market shifts and competitor strategies.

Fact-Checking for Content CreationJournalism, Content Marketing

Verifies claims in articles or social media posts by retrieving evidence from web sources, ensuring accuracy and credibility in publishing and media industries.

Academic Literature ReviewEducation, Academia

Accelerates research by extracting and summarizing content from academic papers and online sources, aiding students and researchers in synthesizing information for studies.

Customer Support Knowledge BaseE-commerce, Tech Support

Enhances support responses by retrieving up-to-date product information and troubleshooting guides from web sources, improving efficiency in customer service teams.

Investment Analysis PipelineFinance, Investment

Gathers and analyzes financial news, reports, and data to provide insights on stock trends and economic indicators, supporting decision-making in finance and investment firms.

💼 Business Models

SaaS SubscriptionMonthly or annual subscription fees

Offer the RAG pipeline as a cloud-based service with tiered pricing based on usage, targeting businesses needing scalable AI research tools without infrastructure management.

Custom Integration ServicesProject-based fees and ongoing support contracts

Provide consulting and development services to integrate the pipeline into existing workflows, such as CRM or content management systems, for tailored enterprise solutions.

API Access LicensingPay-per-use API fees and enterprise licensing

License the pipeline's API to developers and companies for embedding in applications, generating revenue through API call charges and usage tiers.

💬 Integration Tip

Start by automating simple search-and-summarize tasks to validate the pipeline before scaling to complex multi-source analyses.