v1.4.8rc4

Import Notes

Refactoring Prompt Template and enhancing robust mal-format handling for Knowledge Graph (KG) extraction using Small Parameter Language Models (LLMs). This will invalidate all cached LLM outputs.

What's Changed

• Fix: Eliminate Lambda Closure Bug in Embedding Function Creation by @avchauzov in #2028
• refac: Eliminate Conditional Imports and Simplify Initialization by @danielaskdd in #2029
• Fix: Preserve Leading Spaces in Graph Label Selection by @danielaskdd in #2030
• Fix ENTITY_TYPES Environment Variable Handling by @danielaskdd in #2034
• refac: Enhanced Entity Relation Extraction Text Sanitization and Normalization by @danielaskdd in #2031
• refact: Enhance KG Extraction with Improved Prompts and Parser Robustness by @danielaskdd in #2032
• Fix LLM output instability for <|> tuple delimiter by @danielaskdd in #2035
• Enhance KG Extraction for LLM with Small Parameters by @danielaskdd in #2051
• Add VDB error handling with retries for data consistency by @danielaskdd in #2055
• Fix incorrect variable name in NetworkXStorage file path by @danielaskdd in #2060

New Contributors

• @avchauzov made their first contribution in #2028

Full Changelog: v1.4.7...v1.4.8rc2