feature/custom-folder-multi-vector
4 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
aakash
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abf0b2c676 |
Fix CI: improve security fix and add link checker configuration
- Fix import order (ast before asyncio) - Remove NameError from exception handling (ast.literal_eval doesn't raise it) - Add .lycheeignore to exclude intermittently unavailable star-history API - Update link-check workflow to exclude star-history API and accept 503 status codes |
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orbisai0security
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930b79cc98 | fix: semgrep_python.lang.security.audit.eval-detected.eval-detected_apps/slack_data/slack_mcp_reader.py_157 | ||
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Aakash Suresh
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ab251ab751 |
Fix/twitter bookmarks anchor link (#143)
* fix: Fix Twitter bookmarks anchor link - Convert Twitter Bookmarks from collapsible details to proper header - Update internal link to match new anchor format - Ensures external links to #twitter-bookmarks-your-personal-tweet-library work correctly Fixes broken link: https://github.com/yichuan-w/LEANN?tab=readme-ov-file#twitter-bookmarks-your-personal-tweet-library * fix: Fix Slack messages anchor link as well - Convert Slack Messages from collapsible details to proper header - Update internal link to match new anchor format - Ensures external links to #slack-messages-search-your-team-conversations work correctly Both Twitter and Slack MCP sections now have reliable anchor links. * fix: Point Slack and Twitter links to main MCP section - Both Slack and Twitter are subsections under MCP Integration - Links should point to #mcp-integration-rag-on-live-data-from-any-platform - Users will land on the MCP section and can find both Slack and Twitter subsections there This matches the actual document structure where Slack and Twitter are under the MCP Integration section. * Improve Slack MCP integration with retry logic and comprehensive setup guide - Add retry mechanism with exponential backoff for cache sync issues - Handle 'users cache is not ready yet' errors gracefully - Add max-retries and retry-delay CLI arguments for better control - Create comprehensive Slack setup guide with troubleshooting - Update README with link to detailed setup guide - Improve error messages and user experience * Fix trailing whitespace in slack setup guide Pre-commit hooks formatting fixes * Add comprehensive Slack setup guide with success screenshot - Create detailed setup guide with step-by-step instructions - Add troubleshooting section for common issues like cache sync errors - Include real terminal output example from successful integration - Add screenshot showing VS Code interface with Slack channel data - Remove excessive emojis for more professional documentation - Document retry logic improvements and CLI arguments * Fix formatting issues in Slack setup guide - Remove trailing whitespace - Fix end of file formatting - Pre-commit hooks formatting fixes * Add real RAG example showing intelligent Slack query functionality - Add detailed example of asking 'What is LEANN about?' - Show retrieved messages from Slack channels - Demonstrate intelligent answer generation based on context - Add command example for running real RAG queries - Explain the 4-step process: retrieve, index, generate, cite * Update Slack setup guide with bot invitation requirements - Add important section about inviting bot to channels before RAG queries - Explain the 'not_in_channel' errors and their meaning - Provide clear steps for bot invitation process - Document realistic scenario where bot needs explicit channel access - Update documentation to be more professional and less cursor-style * Docs: add real RAG example for Sky Lab #random - Embed screenshot videos/rag-sky-random.png - Add step-by-step commands and notes - Include helper test script tests/test_channel_by_id_or_name.py - Redact example tokens from docs * Docs/CI: fix broken image paths and ruff lint\n\n- Move screenshot to docs/videos and update references\n- Remove obsolete rag-query-results image\n- Rename variable to satisfy ruff * Docs: fix image path for lychee (use videos/ relative under docs/) * Docs: finalize Slack setup guide with Sky random RAG example and image path fixes\n\n- Redact example tokens from docs * Fix Slack MCP integration and update documentation - Fix SlackMCPReader to use conversations_history instead of channels_list - Add fallback imports for leann.interactive_utils and leann.settings - Update slack-setup-guide.md with real screenshots and improved text - Remove old screenshot files * Add Slack integration screenshots to docs/videos - Add slack_integration.png showing RAG query results - Add slack_integration_2.png showing additional demo functionality - Fixes lychee link checker errors for missing image files * Update Slack integration screenshot with latest changes * Remove test_channel_by_id_or_name.py - Clean up temporary test file that was used for debugging - Keep only the main slack_rag.py application for production use * Update Slack RAG example to show LEANN announcement retrieval - Change query from 'PUBPOL 290' to 'What is LEANN about?' for more challenging retrieval - Update command to use python -m apps.slack_rag instead of test script - Add expected response showing Yichuan Wang's LEANN announcement message - Emphasize this demonstrates ability to find specific announcements in conversation history - Update description to highlight challenging query capabilities * Update Slack RAG integration with improved CSV parsing and new screenshots - Fixed CSV message parsing in slack_mcp_reader.py to properly handle individual messages - Updated slack_rag.py to filter empty channel strings - Enhanced slack-setup-guide.md with two new query examples: - Advisor Models query: 'train black-box models to adopt to your personal data' - Barbarians at the Gate query: 'AI-driven research systems ADRS' - Replaced old screenshots with four new ones showing both query examples - Updated documentation to use User OAuth Token (xoxp-) instead of Bot Token (xoxb-) - Added proper command examples with --no-concatenate-conversations and --force-rebuild flags * Update Slack RAG documentation with Ollama integration and new screenshots - Updated slack-setup-guide.md with comprehensive Ollama setup instructions - Added 6 new screenshots showing complete RAG workflow: - Command setup, search results, and LLM responses for both queries - Removed simulated LLM references, now uses real Ollama with llama3.2:1b - Enhanced documentation with step-by-step Ollama installation - Updated troubleshooting checklist to include Ollama-specific checks - Fixed command syntax and added proper Ollama configuration - Demonstrates working Slack RAG with real AI-generated responses * Remove Key Features section from Slack RAG examples - Simplified documentation by removing the bullet point list - Keeps the focus on the actual examples and screenshots |
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Aakash Suresh
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b4bb8dec75 |
feat: Add MCP integration support for Slack and Twitter (#134)
* 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. |