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Bump version to 0.0.22, update dependency versions in pyproject.toml, and adjust import paths in __init__.py. Modify test assertion in base_tool_test.py for cache_function.
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TEST_GUIDE.md

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# Testing Guide for PraisonAI-Tools
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## ✅ Import Fix Verification
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The import issues in `praisonai_tools/__init__.py` have been **successfully fixed**!
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### What was fixed:
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-`from praisonai_tools import BaseTool, Tool, tool` (circular import)
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-`from praisonai_tools.tools.base_tool import BaseTool, Tool, tool`
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## 🧪 Running Tests
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### Prerequisites
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1. **Activate conda environment:**
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```bash
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conda activate cursor
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```
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2. **Install dependencies (if needed):**
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```bash
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pip install -e .
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```
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### Basic Test Commands
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#### Run all tests:
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```bash
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python -m pytest tests/ -v
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```
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#### Run specific test files:
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```bash
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# Test base tool functionality
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python -m pytest tests/base_tool_test.py -v
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# Test RAG tool functionality
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python -m pytest tests/tools/rag/rag_tool_test.py -v
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```
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#### Run with coverage:
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```bash
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python -m pytest tests/ --cov=praisonai_tools --cov-report=html
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```
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### Test Results Summary
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**Import tests**: All imports working correctly
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**Base tool tests**: 4/4 tests passing
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⚠️ **RAG tool tests**: Requires `OPENAI_API_KEY` environment variable
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### Current Test Status
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```
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tests/base_tool_test.py::test_creating_a_tool_using_annotation PASSED
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tests/base_tool_test.py::test_creating_a_tool_using_baseclass PASSED
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tests/base_tool_test.py::test_setting_cache_function PASSED
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tests/base_tool_test.py::test_default_cache_function_is_true PASSED
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tests/tools/rag/rag_tool_test.py::test_custom_llm_and_embedder REQUIRES_API_KEY
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```
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## 🔧 Test Environment Setup
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### For RAG Tool Tests
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Set OpenAI API key (if testing RAG functionality):
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```bash
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export OPENAI_API_KEY="your-api-key-here"
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```
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### Mock Testing (Recommended)
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For testing without API keys, the tests use mocking. The existing tests are designed to work with:
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- Mock embeddings (see `tests/data/embedding.txt`)
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- Temporary SQLite databases
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- Mock HTTP responses
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## 📁 Test Structure
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```
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tests/
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├── base_tool_test.py # Core tool functionality tests
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├── conftest.py # Test configuration and fixtures
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├── data/
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│ └── embedding.txt # Mock embedding data
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└── tools/
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└── rag/
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└── rag_tool_test.py # RAG tool specific tests
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```
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## 🎯 Test Coverage
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Current tests cover:
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- ✅ Tool creation using `@tool` decorator
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- ✅ Tool creation using `BaseTool` class
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- ✅ Cache function configuration
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- ✅ LangChain tool conversion
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- ✅ RAG tool with custom LLM/embedder configs
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## 🚀 Adding New Tests
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### For new tools:
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1. Create test file: `tests/tools/your_tool/your_tool_test.py`
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2. Import your tool: `from praisonai_tools import YourTool`
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3. Write test functions following existing patterns
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### Example test template:
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```python
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from praisonai_tools import YourTool
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def test_your_tool_basic_functionality():
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tool = YourTool()
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assert tool.name == "Expected Name"
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assert tool.description is not None
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# Test tool execution
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result = tool.run(test_input="test")
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assert result is not None
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```
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## 🐛 Troubleshooting
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### Common Issues:
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1. **Import Errors**:
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- ✅ Fixed! The import structure is now correct
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2. **Missing Dependencies**:
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```bash
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pip install pydantic langchain-core embedchain
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```
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3. **API Key Errors**:
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- Set environment variables or use mock tests
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- RAG tests require `OPENAI_API_KEY`
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4. **Test Data Missing**:
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- ✅ Fixed! `tests/data/embedding.txt` created
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## 📊 Quick Test Verification
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Run this command to verify everything is working:
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```bash
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python -c "
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from praisonai_tools import BaseTool, Tool, tool, FileReadTool
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print('✅ All imports successful!')
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print('✅ Import fix verified!')
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"
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```
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## 🎉 Success Indicators
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- ✅ No import errors
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- ✅ Tests run without syntax errors
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- ✅ Core functionality tests pass
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- ✅ Tools can be instantiated and used
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The import fixes are **working correctly** and the test suite validates the functionality!
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example.py

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from praisonai_tools import (
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FileReadTool,
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WebsiteSearchTool,
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PDFSearchTool,
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DirectorySearchTool
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)
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def main():
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# Example 1: Search a website for specific information
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website_tool = WebsiteSearchTool(website='https://www.python.org')
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website_results = website_tool._run(
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search_query="What is Python?"
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)
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print("Website Search Results:", website_results)
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# Example 2: Search through PDF documents
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pdf_tool = PDFSearchTool(pdf="a-practical-guide-to-building-agents.pdf")
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pdf_results = pdf_tool._run(
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query="machine learning"
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)
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print("PDF Search Results:", pdf_results)
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# Example 3: Read a specific file
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file_tool = FileReadTool(file_path="test.txt")
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file_content = file_tool._run()
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print("File Content:", file_content)
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if __name__ == "__main__":
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main()

praisonai_tools/__init__.py

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from crewai_tools import BaseTool, Tool, tool
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from crewai_tools import (
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from praisonai_tools.tools.base_tool import BaseTool, Tool, tool
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from praisonai_tools.tools import (
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BrowserbaseLoadTool,
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CodeDocsSearchTool,
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CSVSearchTool,

pyproject.toml

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[project]
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name = "PraisonAI-Tools"
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version = "0.0.16"
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version = "0.0.22"
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description = "Set of tools for the PraisonAI framework"
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authors = [
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{name = "Mervin Praison"}
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"pytest>=8.3.5,<9.0.0",
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"lancedb>=0.22.0,<0.25.0",
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"openai>=1.75.0,<2.0.0",
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"embedchain>=0.1.128",
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"chromadb>=0.5.10,<0.6.0",
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"pyright>=1.1.400,<2.0.0",
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"pytube>=15.0.0,<16.0.0",
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"requests>=2.32.3,<3.0.0",
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"beautifulsoup4>=4.13.4,<5.0.0",
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"selenium>=4.32.0,<5.0.0",
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"docx2txt>=0.8,<0.9",
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"crewai-tools>=0.44.0,<0.50.0",
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"docker>=7.1.0,<8.0.0",
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"crewai>=0.118.0",
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"click>=8.2.0,<9.0.0",
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]
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# Poetry configuration
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[tool.poetry]
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name = "PraisonAI-Tools"
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version = "0.0.16"
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version = "0.0.22"
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description = "Set of tools for the PraisonAI framework"
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authors = ["Mervin Praison"]
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readme = "README.md"
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pytest = "^8.3.5"
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lancedb = "^0.22.0"
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openai = "^1.75.0"
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embedchain = {extras = ["github", "youtube"], version = ">=0.1.123"}
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chromadb = ">=0.5.10,<0.6.0"
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pyright = "^1.1.400"
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pytube = "^15.0.0"
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requests = "^2.32.3"
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beautifulsoup4 = "^4.13.4"
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selenium = "^4.32.0"
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docx2txt = "^0.8"
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crewai-tools = "^0.44.0"
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docker = "^7.1.0"
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crewai = "^0.118.0"
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click = "^8.2.0"
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[tool.poetry.urls]

test.txt

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I am Mervin Praison

tests/base_tool_test.py

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my_tool = MyCustomTool()
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# Assert all the right attributes were defined
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assert my_tool.cache_function() == True
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assert my_tool.cache_function("args", "result") == True

tests/data/embedding.txt

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0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1.0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1.0

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