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* feat: Add MCP integration support for Slack and Twitter - Implement SlackMCPReader for connecting to Slack MCP servers - Implement TwitterMCPReader for connecting to Twitter MCP servers - Add SlackRAG and TwitterRAG applications with full CLI support - Support live data fetching via Model Context Protocol (MCP) - Add comprehensive documentation and usage examples - Include connection testing capabilities with --test-connection flag - Add standalone tests for core functionality - Update README with detailed MCP integration guide - Add Aakash Suresh to Active Contributors Resolves #36 * fix: Resolve linting issues in MCP integration - Replace deprecated typing.Dict/List with built-in dict/list - Fix boolean comparisons (== True/False) to direct checks - Remove unused variables in demo script - Update type annotations to use modern Python syntax All pre-commit hooks should now pass. * fix: Apply final formatting fixes for pre-commit hooks - Remove unused imports (asyncio, pathlib.Path) - Remove unused class imports in demo script - Ensure all files pass ruff format and pre-commit checks This should resolve all remaining CI linting issues. * fix: Apply pre-commit formatting changes - Fix trailing whitespace in all files - Apply ruff formatting to match project standards - Ensure consistent code style across all MCP integration files This commit applies the exact changes that pre-commit hooks expect. * fix: Apply pre-commit hooks formatting fixes - Remove trailing whitespace from all files - Fix ruff formatting issues (2 errors resolved) - Apply consistent code formatting across 3 files - Ensure all files pass pre-commit validation This resolves all CI formatting failures. * fix: Update MCP RAG classes to match BaseRAGExample signature - Fix SlackMCPRAG and TwitterMCPRAG __init__ methods to provide required parameters - Add name, description, and default_index_name to super().__init__ calls - Resolves test failures: test_slack_rag_initialization and test_twitter_rag_initialization This fixes the TypeError caused by BaseRAGExample requiring additional parameters. * style: Apply ruff formatting - add trailing commas - Add trailing commas to super().__init__ calls in SlackMCPRAG and TwitterMCPRAG - Fixes ruff format pre-commit hook requirements * fix: Resolve SentenceTransformer model_kwargs parameter conflict - Fix local_files_only parameter conflict in embedding_compute.py - Create separate copies of model_kwargs and tokenizer_kwargs for local vs network loading - Prevents parameter conflicts when falling back from local to network loading - Resolves TypeError in test_readme_examples.py tests This addresses the SentenceTransformer initialization issues in CI tests. * fix: Add comprehensive SentenceTransformer version compatibility - Handle both old and new sentence-transformers versions - Gracefully fallback from advanced parameters to basic initialization - Catch TypeError for model_kwargs/tokenizer_kwargs and use basic SentenceTransformer init - Ensures compatibility across different CI environments and local setups - Maintains optimization benefits where supported while ensuring broad compatibility This resolves test failures in CI environments with older sentence-transformers versions. * style: Apply ruff formatting to embedding_compute.py - Break long logger.warning lines for better readability - Fixes pre-commit hook formatting requirements * docs: Comprehensive documentation improvements for better user experience - Add clear step-by-step Getting Started Guide for new users - Add comprehensive CLI Reference with all commands and options - Improve installation instructions with clear steps and verification - Add detailed troubleshooting section for common issues (Ollama, OpenAI, etc.) - Clarify difference between CLI commands and specialized apps - Add environment variables documentation - Improve MCP integration documentation with CLI integration examples - Address user feedback about confusing installation and setup process This resolves documentation gaps that made LEANN difficult for non-specialists to use. * style: Remove trailing whitespace from README.md - Fix trailing whitespace issues found by pre-commit hooks - Ensures consistent formatting across documentation * docs: Simplify README by removing excessive documentation - Remove overly complex CLI reference and getting started sections (lines 61-334) - Remove emojis from section headers for cleaner appearance - Keep README simple and focused as requested - Maintain essential MCP integration documentation This addresses feedback to keep documentation minimal and avoid auto-generated content. * docs: Address maintainer feedback on README improvements - Restore emojis in section headers (Prerequisites and Quick Install) - Add MCP live data feature mention in line 23 with links to Slack and Twitter - Add detailed API credential setup instructions for Slack: - Step-by-step Slack App creation process - Required OAuth scopes and permissions - Clear token identification (xoxb- vs xapp-) - Add detailed API credential setup instructions for Twitter: - Twitter Developer Account application process - API v2 requirements for bookmarks access - Required permissions and scopes This addresses maintainer feedback to make API setup more user-friendly.
2 lines
39 B
Python
2 lines
39 B
Python
# Slack MCP data integration for LEANN
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