build(deps): standardize production & dev requirements, add lockfile, pyproject config, and developer guide

fix: use native demo.launch with named api endpoints

feat: enable direct REST cURL endpoints on /api/search, /api/stocks/*, and /v1/*

feat: expose named API endpoints /search, /generate_report, and /chat for frontend integration

fix: add @spaces.GPU decorator to satisfy ZeroGPU runtime supervisor

fix: use native demo.launch with demo.app mounted routes to pass Hugging Face healthcheck

fix: use gr.mount_gradio_app with a2wsgi and disable Gradio analytics to prevent premature shutdown

fix: use demo.launch with demo.block_thread for proper Hugging Face lifecycle

fix: use a2wsgi and remove ssr_mode from gr.Blocks

feat: mount Flask WSGI + Gradio on unified FastAPI ASGI app

fix: disable Node.js SSR via GRADIO_SSR_MODE=False and ssr_mode=False on gr.Blocks

fix: add schema monkeypatch and show_api=False to all triggers in app.py

fix: use messages format for Chatbot and clean launch parameters

fix: import Optional and typing symbols in app.py

fix: disable experimental SSR and show_api schema generation in Gradio 5 launch

fix: upgrade to Gradio 5.16.0 and huggingface-hub>=0.26.0 compatibility

feat: add Hugging Face Space YAML frontmatter to README.md

feat: add Gradio entrypoint, Caddy reverse proxy, and SLM integration

perf(reporting, rag): optimize end-to-end latency and concurrent execution

docs: update README with multimodal RAG architecture and add evals framework to gitignore

feat(reporting): integrate qualitative research findings and formatting exhibits in Typst

feat(rag): add 2-tier sub-millisecond vector retriever and institutional synthesizer

feat(ingestion): implement document indexing, element chunking and verification engine

fix(reporting): keep reports in the stock's directory and sweep the scaffolding

refactor!: hosted-model-only core, Drive report delivery, shared harnesses

feat(ingestion): add the document ingestion layer with a resumable registry

docs: document the institutional PDF report engine and its guardrails

test(reporting): add verification harness covering both guardrails

feat(reporting): assemble the typeset document and wire the CLI

feat(reporting): add vector chart rendering for Tier 1 and Tier 2 exhibits

feat(reporting): add arithmetic self-verification of every computed figure

feat(reporting): add Tier 2 composites with mandatory component disclosure

feat(reporting): add PDF report engine foundation with denominator guardrail

refactor(retrieval): align section keys, remove hardcoded fallbacks, prune dead dependencies

docs: update README.md with WebSearch Agent, 14 Vercel REST tools, Qwen 2.5 pipeline, and RAGAS metrics

refactor(rag): transition to Pure Agentic RAG with live Vercel REST tools and WebSearch Agent

fix: replace non-greedy regex with balanced bracket JSON array extractor for multi-year quarterly and annual statement tables

feat: configure Qwen 2.5 as primary LLM provider with clean section-wise Markdown fallback rendering

fix: improve fallback summary pass-through to output raw context live when LLM server is offline

refactor: modernize codebase to Pure Agentic RAG with live Vercel REST tools and Google Python Style Guide standards

Pure RAG architecture: Remove legacy scripts and use live Vercel REST API endpoints

Integrate LangChain financial data tools and connect to live Vercel REST data provider

Update README.md with official RAGAS evaluation metrics scorecard for used models

Update README.md with documentation of Parent-Child chunking, Metadata Filtering, and Corrective Self-RAG CRAG Loop

Implement Parent-Child Hierarchical Chunking, Metadata Filtering, and Corrective Self-RAG CRAG Loop

Implement Hybrid Search (BM25 + HNSW Vector) with Reciprocal Rank Fusion RRF

Update README.md and codebase with professional section headers

Add DuPont Analysis ROE/ROCE decomposition and detailed concise bulletpoints

Restructured the directory structure and updated coding format as PEP8

Refactored: removed unused imports and updated model settings