- Robust ID extraction in CentralityCalculator, CommunityDetector, and ConnectivityAnalyzer
- Support for direct Entity objects and dictionaries as node identifiers
- Improved Entity hashability in utils/types.py
- Added integration test to verify fix and prevent regression
- Add API key handling in extract_entities_llm(), extract_relations_llm(), and extract_triplets_llm()
- Add explicit api_key handling in NERExtractor and RelationExtractor
- Add llm_model parameter support in extract_triplets_llm() for consistency
- Fix relation extraction bug with type checking for subject_text/object_text
- Add environment variable fallback for API keys
- Update notebook with standard API key pattern
Fixes#147
- Add API key handling in extract_entities_llm(), extract_relations_llm(), and extract_triplets_llm()
- Add llm_model parameter support in extract_triplets_llm() for consistency
- Fix relation extraction bug with type checking for subject_text/object_text
- Add environment variable fallback for API keys
- Include providers.py for context (GroqProvider implementation)
Fixes#145
- Fix import logic in __init__.py to properly export DoclingParser
- Rewrite docling_parser.py to use docling's native API (direct attribute access)
- Remove unsupported features (table_extraction_mode, invalid format_options)
- Use doc.tables, doc.pictures, doc.pages directly instead of dict parsing
- Update notebook with improved code and documentation
- Add proper error handling for when docling is not available
Fixes#138
- Add pipeline_id parameter to all trackers, batch processors, parsers, and extractors
- Fix DoclingParser to show extraction counts in progress display
- Add 'Extracted' column showing tables, images, pages
- Emphasize Docling as core dependency in messages
Closes#136
- Add 8-stage progress tracking (0-100%) with ETA to DoclingParser
- Update earnings call analysis notebook with MDA Space Q3 2025 example
- Simplify notebook code structure
- Add real-time progress visibility for PDF parsing
Closes#133
- Update Discord invite link from https://discord.gg/semantica to https://discord.gg/pMHguUzG
- Move Contributors section inside Contributing section (following open source best practices)
- Update Enterprise Support section to indicate future availability
- Add Evals to roadmap
Fixes#127
- Remove top-level torch import from providers.py
- Add lazy imports in HuggingFaceLLMProvider and HuggingFaceModelLoader
- Remove hardcoded API key from notebook
- PyTorch now only loads when HuggingFace providers are instantiated
Fixes#129
- Added DoclingParser class in semantica/parse/ module
- Created earnings call analysis notebook with Docling integration
- Added docling to pyproject.toml as optional dependency
- Maintained backward compatibility with existing parsers
Closes#124
- Added 'from __future__ import annotations' to helpers.py and exceptions.py
- Replaced 'typing.Type' with built-in 'type' for PEP 585 compliance
- Cleaned up unused 'Type' imports
Fixes#125
KaifAhmad1