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This repository was archived by the owner on Nov 10, 2025. It is now read-only.

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@YassKhazzan
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Adds 5 production-ready tools integrating LLMLayer - a unified Web API for AI Agents.

Why This Integration?

Enables CrewAI agents to perform real-time web research with AI-powered analysis, access multiple LLM providers through a single interface, and extract content from various sources (web, PDF, YouTube)

Tools

  • LLMLayerSearchTool - AI-powered search with 20+ LLMs and citations
  • LLMLayerWebSearchTool - Raw web search (general/news/videos/images/scholar)
  • LLMLayerScraperTool - Extract content (markdown/HTML/PDF/screenshot)
  • LLMLayerPDFTool - PDF text extraction
  • LLMLayerYouTubeTool - YouTube transcripts (100+ languages)

Highlights

✅ Zero new dependencies (uses existing requests)
✅ 100% test coverage (29/29 passing)
✅ Full type hints and validation
✅ Comprehensive error handling
✅ Complete documentation with examples

Testing

uv run pytest tests/tools/llmlayer_tools_test.py -v

29 passed in 1.84s

Documentation

Complete README with examples: View Documentation

API Information

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@YassKhazzan
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Any news on this ??

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