Update sample questions in frontend UI

fix: enhance claim extraction by including query context in faithfulness evaluation

fix: enhance report filtering options in sidebar and update report content for clarity

fix: rename and expose build_faithfulness_context function for UI integration

Update evaluation, retrieval query, UI, and add semantic rechunking experiments

Add evaluation and diagnostic scripts for retrieval methods

feat: switch cross-encoder from ms-marco-MiniLM to qnli-distilroberta-base

Update LLM client, retrieval, and UI components

feat: enhance evaluation module with final answer extraction and update relevancy computation prompts

chore: align retrieval artifact resolution and manual evaluation updates

feat: add LLM knowledge document generation for semantic retrieval

fix: resolve merge conflicts keeping local changes, restore HyDE improvements

feat: add HyDE document generation and retrieval strategy tracking in hybrid retrieval

feat: enhance markdown migration and embedding processes with entity-aware summaries and provenance context

Clean up: Remove temporary debugging scripts, keep production code and enhancements

feat: replace HyDE document generation with multi-query expansion for improved retrieval

feat: enhance LLM integration with GPT support and improve query handling in UI

Merge branch 'main' of https://github.com/Abdullah-Khan-Sherwani/BlackboxRAG

Shantu mantu chunking done

feat: implement parent chunking, diversity tuning, and network resilience

feat: llm folder created for ease of use

feat: Added placeholder UI

feat: Make packages for each folder