docs: Remove legacy Hugging Face Space URL references

docs: Update README with live deployed application URL

docs: Add Hugging Face Space metadata configuration header

perf: Optimize RAM footprint to stay under 512MB for low-memory containers

fix: Add safe response handling and error alerts for text and voice queries in web UI

feat: Add --share option for instant public link generation

feat: Add full 4-hero Avengers V-Formation animation engine and sprite endpoints

feat: Optimize startup event handler for instant cloud port binding

feat: Optimize Dockerfile configuration for production deployment

feat: Implement lazy module loading for zero-overhead server startup

feat: Optimize embedder runtime memory allocation

feat: Optimize runtime thread limits and memory footprint

feat: Update README.md metadata for Gradio SDK on Hugging Face Spaces

feat: Configure Docker SDK runtime in README.md for Hugging Face Spaces

feat: Add Hugging Face Space metadata configuration to README.md

feat: Add packages.txt for Hugging Face Spaces audio dependencies

feat: Add app.py entrypoint for Hugging Face Spaces integration

feat: Add HuggingFace Hub Integration skill configuration

feat: Update UI component label to Evaluation Matrix

feat: Add dynamic Qdrant Cloud vector search integration with payload indexing and candidate fusion

feat: Populate Qdrant Cloud Cluster with multilingual Indic corpora across passage and longdoc strategies

feat: Add Qdrant Cloud API key authentication & cluster connection support

feat: Add Qdrant vector database engine adapter with dual FAISS/Qdrant backend support

feat: Configure Groq Cloud API key and high-speed gpt-oss-120b model

feat: Replace Gemini with Groq Cloud Llama-3.3 ultra-fast LLM API integration

feat: Add VisionQuest Indic RAG main server, index builders, and documentation

feat: Add VisionQuest Indic RAG core services, vector search, safety guardrails & web UI

feat: Add Green Spider-Man visualizer and Avengers high-speed triangle flight animation (Iron Man, Thor, Captain America)

style(ui): update query input placeholder to 'Ask in English, Hindi, Telugu...'

style(ui): remove star shapes and convert mic radar container to a clean circular design

style(ui): replace central star button shape with a clean circular microphone record button

feat(ui): update mic radar button design to match starburst spiderweb reference graphic

docs: rename section header to Architecture in README.md

Update README.md

Update README.md

Update README.md

docs: expand Quickstart section with prerequisites, 3 execution options, CLI usage, benchmark scripts, data builders, and Docker setup

docs: redesign Benchmark Results into an Enterprise Performance & Benchmark Dashboard

docs: upgrade Multilingual Language Matrix with professional enterprise terminology and STT endpoints

fix(docs): resolve Mermaid syntax error by using standard class assignments for GitHub markdown renderer

docs: redesign System Architecture to Horizontal Swimlane Architecture with custom styling and execution matrix

docs: refresh README with comprehensive analysis, benchmark metrics, and technical deep-dives

refactor: update branding, titles, and architecture to VECTOR Multilingual RAG Engine

docs: upgrade README with modern styling, badges, and quickstart

Initial commit: Hacker House Goa 2026 Voice Indic RAG