diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000000000000000000000000000000000000..d8c7f81bea71325877d004885b4af4d3e9a78c94 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,52 @@ +# Docker ignore file + +# Node modules +node_modules +frontend/node_modules + +# Python cache +__pycache__ +*.pyc +*.pyo +*.pyd + +# Virtual environment +.venv +venv + +# Environment files +.env +.env.local + +# Git files +git +.git +.gitignore +.gitmodules + +# IDE files +.vscode +.idea + +# Build artifacts +dist +build + +# Logs and cache +*.log +*.cache + +# Documentation +docs + +# Test files +tests + +# Coverage +.coverage +htmlcov + +# Misc +.DS_Store +*.swp +*.swo \ No newline at end of file diff --git a/.env.example b/.env.example new file mode 100644 index 0000000000000000000000000000000000000000..a3d06b5f26f3acfc46072afa69b986c3984267da --- /dev/null +++ b/.env.example @@ -0,0 +1,63 @@ +# Instant SWOT Agent - Environment Configuration +# Copy this file to .env and fill in your API keys + +# ======================================== +# LLM Providers (at least one required) +# ======================================== + +# Primary - Groq (fast, recommended for demos) +GROQ_API_KEY= +GROQ_MODEL=llama-3.1-8b-instant + +# Fallback 1 - Google Gemini +GEMINI_API_KEY= +GEMINI_MODEL=gemini-2.0-flash-exp + +# Fallback 2 - OpenRouter (aggregator, many models) +OPENROUTER_API_KEY= +OPENROUTER_MODEL=google/gemini-2.0-flash-exp:free + +# ======================================== +# Search API (required for live company data) +# ======================================== +TAVILY_API_KEY= + +# ======================================== +# Volatility MCP Server (optional) +# ======================================== + +# FRED - Federal Reserve Economic Data (for authoritative VIX) +# Get free key: https://fred.stlouisfed.org/docs/api/api_key.html +FRED_API_KEY= + +# Alpha Vantage (for implied volatility from options) +# Get free key: https://www.alphavantage.co/support/#api-key +ALPHA_VANTAGE_API_KEY= + +# ======================================== +# Sentiment MCP Server (optional) +# ======================================== + +# Finnhub - News sentiment data +# Get free key: https://finnhub.io/register +FINNHUB_API_KEY= + +# ======================================== +# A2A Protocol Configuration (optional) +# ======================================== + +# Enable A2A mode (set to true to use Researcher A2A Server) +USE_A2A_RESEARCHER=false + +# Researcher A2A Server URL +A2A_RESEARCHER_URL=https://vn6295337-researcher-a2a-agent.hf.space + +# A2A timeout in seconds +A2A_TIMEOUT=60 + +# ======================================== +# Tracing (optional, for debugging) +# ======================================== +LANGCHAIN_API_KEY= +LANGCHAIN_TRACING_V2=false +LANGCHAIN_PROJECT=ai-strategy-copilot diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..1bb1126ad294512628e7f4184c674bd1989d5196 --- /dev/null +++ b/.gitignore @@ -0,0 +1,199 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +# Python lib directories (but not frontend/src/lib) +/lib/ +lib64/ +!frontend/src/lib/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# Node modules +node_modules/ + +# Log files +*.log + +# Temporary files +*.tmp +*.temp + +# OS generated files +.DS_Store +.DS_Store? +._* +.Spotlight-V100 +.Trashes +ehthumbs.db +Thumbs.db + +# Obsidian +.obsidian/ + +# Binary/media assets +*.png +*.jpg +*.jpeg +*.gif +*.avif +*.xlsx +*.pdf + +# Storybook assets +frontend/src/stories/assets/ + +# Draft files +process_flow.* \ No newline at end of file diff --git a/BUSINESS_README.md b/BUSINESS_README.md new file mode 100644 index 0000000000000000000000000000000000000000..66cb57187f0b811e1eb11db92aa9a40a0dac6380 --- /dev/null +++ b/BUSINESS_README.md @@ -0,0 +1,89 @@ +# Instant SWOT Agent + +## Executive Summary + +Instant SWOT Agent is a proof-of-concept demonstrating how to build **reliable, enterprise-grade AI systems** that solve the core challenge plaguing most GenAI deployments: inconsistent output quality. + +This project showcases a multi-agent AI architecture that autonomously generates strategic SWOT analyses for publicly-traded companies—with built-in quality control that ensures outputs meet a defined standard before delivery. The system aggregates real-time data from six different sources, orchestrates specialized AI agents, and implements a self-correcting feedback loop that eliminates the "first draft = final draft" problem endemic to most LLM applications. + +--- + +## Problem Statement + +Enterprise AI deployments consistently fail not because of model capability, but because of **quality unpredictability**. Strategic analysis tools face three compounding challenges: + +1. **Quality variance:** LLM outputs range from exceptional to unusable, with no systematic mechanism to detect or correct poor results before they reach end users. + +2. **Data fragmentation:** Strategic decisions require synthesizing financial data, market conditions, competitive intelligence, and sentiment—typically scattered across multiple systems and formats. + +3. **Time-to-insight gap:** Manual analysis processes that take hours or days cannot support the pace of modern business decision-making. + +The result: organizations either accept inconsistent AI outputs or abandon GenAI initiatives entirely, forfeiting competitive advantage. + +--- + +## Solution Overview + +Instant SWOT Agent addresses these challenges through a **multi-agent workflow with autonomous quality control**: + +**Specialized Agent Roles:** +- **Researcher Agent** — Aggregates real-time data from financial filings, market indicators, news sources, and sentiment signals +- **Analyst Agent** — Synthesizes research into structured SWOT analysis aligned with specified strategic frameworks +- **Critic Agent** — Evaluates output quality using a hybrid scoring system (objective metrics + subjective assessment) +- **Editor Agent** — Revises drafts based on specific critique feedback until quality thresholds are met + +**The Quality Loop:** The system operates as a closed feedback loop. Analysis outputs are automatically evaluated against defined criteria. If quality falls below threshold, targeted revisions are made and re-evaluated—up to three iterations—ensuring consistent, board-ready deliverables. + +**Data Integration:** Six specialized data services aggregate 38+ metrics spanning fundamentals, valuation, volatility, macroeconomic indicators, news coverage, and market sentiment—all from free, publicly-available sources. + +--- + +## Strategic AI Value + +This architecture addresses what enterprises struggle with most when deploying GenAI: **building trust through reliability**. + +**Quality gates enable business adoption.** By implementing systematic evaluation before output delivery, organizations can deploy AI-assisted analysis with confidence that quality standards will be maintained—critical for regulated industries and high-stakes decisions. + +**Self-correction reduces human overhead.** Rather than requiring human review of every output, the system handles routine quality issues autonomously, escalating only when necessary. This shifts human effort from review to exception-handling. + +**Modular data architecture supports customization.** The standardized data service layer allows organizations to swap in proprietary data sources (internal financials, CRM data, competitive intelligence) without modifying the core workflow—reducing integration complexity. + +**Cascading resilience prevents single points of failure.** The system gracefully degrades across multiple AI providers and data sources, maintaining availability even when individual services experience issues. + +--- + +## Product & System Thinking + +**Design decisions reflect enterprise deployment priorities:** + +| Challenge | Design Choice | Reasoning | +|-----------|---------------|-----------| +| Output quality variance | Hybrid scoring (40% objective + 60% subjective) | Objective checks catch structural issues; subjective evaluation assesses insight quality | +| Revision efficiency | Maximum three iterations | Empirical testing showed quality plateaus after 2-3 cycles; prevents wasted computation | +| Quality threshold | Score of 7/10 to pass | Balances output quality against latency; lower thresholds cause excessive loops | +| Provider reliability | Cascading fallback across three LLM providers | Ensures availability; automatically routes around provider outages | +| Data integration complexity | Standardized MCP server interface | Agents call tools without knowing underlying APIs; sources can be swapped transparently | + +**Trade-offs acknowledged:** + +The demonstration uses the same model for both analysis and evaluation—a known limitation where self-evaluation can introduce bias. Production deployment would use a more capable model for evaluation or incorporate human-in-the-loop review for high-stakes outputs. This trade-off was intentional: demonstrating the architectural pattern while managing demo infrastructure costs. + +--- + +## PoC Capabilities + +- **Multi-agent workflow orchestration** — Coordinating specialized agents with clear handoffs and state management +- **Self-correcting feedback loops** — Implementing autonomous quality control with defined exit criteria +- **Hybrid evaluation systems** — Combining deterministic checks with LLM-based assessment for robust scoring +- **Real-time data pipeline integration** — Aggregating structured and unstructured data from multiple external sources +- **Provider resilience patterns** — Building fallback chains for reliability across AI and data services +- **Prompt engineering for specialized roles** — Designing role-specific prompts that produce consistent, structured outputs +- **Full-stack AI application development** — Backend orchestration, API layer, and interactive frontend +- **Rapid PoC execution** — Concept-to-deployment using vibe coding practices and modern tooling +- **Observability integration** — Tracing and monitoring for debugging and performance optimization + +--- + +**Live Demo:** [huggingface.co/spaces/vn6295337/Instant-SWOT-Agent](https://huggingface.co/spaces/vn6295337/Instant-SWOT-Agent) + +**Technical Documentation:** See [README.md](README.md) for architecture details and setup instructions. diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..dea9dc8ef0f34bd95bc110f05f652ee3a75cf345 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,32 @@ +# Dockerfile for HF Spaces (Docker SDK) +# Uses pre-built frontend from static/ directory + +FROM python:3.11-slim + +WORKDIR /app + +# Copy Python requirements and install +COPY requirements.txt . +RUN pip install --no-cache-dir -r requirements.txt + +# Copy application code +COPY src/ ./src/ +COPY a2a/ ./a2a/ +COPY data/ ./data/ +COPY .env.example ./.env + +# Copy pre-built frontend (built locally and committed) +COPY static/ ./static/ + +# Verify static files exist +RUN ls -la /app/static/ && ls -la /app/static/assets/ + +# Expose port (HF Spaces uses 7860) +EXPOSE 7860 + +# Environment variables +ENV PYTHONUNBUFFERED=1 +ENV PYTHONPATH=/app + +# Start server (using new consolidated path) +CMD ["uvicorn", "src.api.app:app", "--host", "0.0.0.0", "--port", "7860"] diff --git a/Makefile b/Makefile new file mode 100644 index 0000000000000000000000000000000000000000..23ff835d30f3a8cff6e0efb4a194cc4d9d2bebce --- /dev/null +++ b/Makefile @@ -0,0 +1,104 @@ +# Makefile for Instant SWOT Agent + +# Variables +PYTHON := python3 +PIP := pip3 +VENV := .venv +TEST_DIR := tests +SRC_DIR := src + +# Default target +.PHONY: help +help: + @echo "Instant SWOT Agent - Makefile Commands" + @echo "" + @echo "Usage:" + @echo " make install Install dependencies" + @echo " make test Run tests" + @echo " make api Run the FastAPI backend" + @echo " make ui Run the Streamlit UI" + @echo " make analyze TICKER=X Run CLI analysis for ticker X" + @echo " make clean Clean generated files" + @echo " make docs Generate documentation" + @echo " make lint Run code linting" + @echo " make format Format code with black" + @echo " make help Show this help message" + +# Install dependencies +.PHONY: install +install: + $(PIP) install -r requirements.txt + +# Run tests +.PHONY: test +test: + $(PYTHON) -m pytest $(TEST_DIR) -v + +# Run the Streamlit UI +.PHONY: ui +ui: + $(PYTHON) -m src.main streamlit + +# Run the FastAPI backend +.PHONY: api +api: + $(PYTHON) -m src.main api + +# Run the new React frontend with FastAPI backend +.PHONY: frontend +frontend: + ./run_frontend.sh + +# Run CLI analysis (example: make analyze TICKER=AAPL) +.PHONY: analyze +analyze: + $(PYTHON) -m src.main analyze $(TICKER) + +# Clean generated files +.PHONY: clean +clean: + rm -rf *.log + rm -rf data/logs/ + find . -type f -name "*.pyc" -delete + find . -type d -name "__pycache__" -delete + +# Lint code +.PHONY: lint +lint: + flake8 $(SRC_DIR) $(TEST_DIR) + pylint $(SRC_DIR) $(TEST_DIR) + +# Format code +.PHONY: format +format: + black $(SRC_DIR) $(TEST_DIR) + +# Generate documentation +.PHONY: docs +docs: + @echo "Documentation is available in the docs/ directory" + +# Setup development environment +.PHONY: setup-dev +setup-dev: + $(PYTHON) -m venv $(VENV) + . $(VENV)/bin/activate && $(PIP) install -r requirements.txt + @echo "Development environment setup complete. Activate with: source $(VENV)/bin/activate" + +# Run with coverage +.PHONY: coverage +coverage: + $(PYTHON) -m pytest $(TEST_DIR) --cov=$(SRC_DIR) --cov-report=html + +# Run specific test +.PHONY: test-unit +test-unit: + $(PYTHON) -m pytest $(TEST_DIR)/graph_test.py -v + +.PHONY: test-integration +test-integration: + $(PYTHON) -m pytest $(TEST_DIR)/test_mcp_comprehensive.py -v + +.PHONY: test-ui +test-ui: + $(PYTHON) -m pytest $(TEST_DIR)/test_streamlit.py -v \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..f353017ba5fd1f1d528e65ceee42bc8daa7ea278 --- /dev/null +++ b/README.md @@ -0,0 +1,345 @@ +--- +title: Instant SWOT Agent +emoji: 📊 +colorFrom: blue +colorTo: purple +sdk: docker +pinned: false +short_description: Instant SWOT Agent with self-correcting feedback +--- + +# Instant SWOT Agent + +**Multi-agent workflow with self-correcting quality control for strategic analysis.** + +[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) + +| Resource | Link | +|----------|------| +| Live Demo | [huggingface.co/spaces/vn6295337/Instant-SWOT-Agent](https://huggingface.co/spaces/vn6295337/Instant-SWOT-Agent) | +| Product Demo Video | [Pre-recorded Demo](https://github.com/vn6295337/Instant-SWOT-Agent/issues/1) | +| Business Guide | [BUSINESS_README.md](BUSINESS_README.md) | + +--- + +## The Problem + +Strategic analysis is time-consuming and quality varies widely. Analysts spend hours gathering data and drafting reports, with no systematic quality checks until peer review—often too late in the process. + +## The Solution + +This demo implements an **agentic AI pattern** where specialized agents collaborate autonomously: one gathers data, another drafts analysis, a third evaluates quality, and a fourth revises until standards are met. The self-correcting loop eliminates the "first draft = final draft" problem common in LLM applications. + +## Why This Matters + +Most enterprise AI deployments fail not from bad models, but from lack of quality gates. This architecture demonstrates how to build reliability into AI workflows—a pattern applicable to any domain requiring consistent output quality. + +--- + +## Architecture + +``` +┌─────────────────────────────────────────────────────────────────────────────┐ +│ USER INTERFACE │ +│ (React + Vite) │ +└─────────────────────────────────┬───────────────────────────────────────────┘ + │ + ▼ +┌─────────────────────────────────────────────────────────────────────────────┐ +│ ORCHESTRATION (LangGraph) │ +│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ +│ │ Researcher │─▶│ Analyst │─▶│ Critic │─▶│ Editor │ │ +│ │ │ │ (SWOT Gen) │ │ (Scoring) │ │ (Revision) │ │ +│ └──────────────┘ └──────────────┘ └──────┬───────┘ └───────┬──────┘ │ +│ │ score < 7 │ │ +│ │◀─────────────────┘ │ +│ ▼ │ +│ score ≥ 7 or 3 revisions → [END] │ +└─────────────────────────────────────────────┬───────────────────────────────┘ + │ + ┌─────────────────────────┼─────────────────────────┐ + │ │ │ + ▼ ▼ ▼ +┌───────────────────────────┐ ┌───────────────────────────┐ ┌───────────────────────────┐ +│ 1. FINANCIALS BASKET │ │ 2. VOLATILITY BASKET │ │ 3. MACRO BASKET │ +│ (MCP Server) ✓ │ │ (MCP Server) ✓ │ │ (MCP Server) ✓ │ +├───────────────────────────┤ ├───────────────────────────┤ ├───────────────────────────┤ +│ • get_financials │ │ • get_vix │ │ • get_gdp │ +│ • get_debt_metrics │ │ • get_beta │ │ • get_interest_rates │ +│ • get_cash_flow │ │ • get_historical_vol │ │ • get_cpi │ +│ • get_material_events │ │ • get_implied_vol │ │ • get_unemployment │ +│ • get_ownership_filings │ │ • get_volatility_basket │ │ • get_macro_basket │ +│ • get_going_concern │ │ │ │ │ +│ • get_sec_fundamentals │ │ │ │ │ +└─────────────┬─────────────┘ └─────────────┬─────────────┘ └─────────────┬─────────────┘ + │ │ │ + ▼ ▼ ▼ +┌───────────────────────────┐ ┌───────────────────────────┐ ┌───────────────────────────┐ +│ SEC EDGAR API │ │ FRED API + Yahoo Finance │ │ FRED API │ +│ (Free, Public) │ │ (Free with API Key) │ │ (Free with Key) │ +└───────────────────────────┘ └───────────────────────────┘ └───────────────────────────┘ + +┌───────────────────────────┐ ┌───────────────────────────┐ ┌───────────────────────────┐ +│ 4. VALUATION BASKET │ │ 5. NEWS BASKET │ │ 6. SENTIMENT BASKET │ +│ (MCP Server) ✓ │ │ (MCP Server) ✓ │ │ (MCP Server) ✓ │ +├───────────────────────────┤ ├───────────────────────────┤ ├───────────────────────────┤ +│ • get_pe_ratio │ │ • search_company_news │ │ • get_social_sentiment │ +│ • get_ps_ratio │ │ • search_going_concern │ │ • get_analyst_ratings │ +│ • get_pb_ratio │ │ • search_industry_trends │ │ │ +│ • get_ev_ebitda │ │ • search_competitor_news │ │ │ +│ • get_valuation_basket │ │ • tavily_search │ │ │ +└─────────────┬─────────────┘ └─────────────┬─────────────┘ └─────────────┬─────────────┘ + │ │ │ + ▼ ▼ ▼ +┌───────────────────────────┐ ┌───────────────────────────┐ ┌───────────────────────────┐ +│ Yahoo + SEC EDGAR │ │ Tavily API │ │ Finnhub API │ +│ (Free/Public) │ │ (Free 1,000/month) │ │ (Free with API Key) │ +└───────────────────────────┘ └───────────────────────────┘ └───────────────────────────┘ + +``` + +### MCP Baskets Summary + +| # | Basket | Status | Source | Key Metrics | +|---|--------|--------|--------|-------------| +| 1 | Financials | ✓ Done | SEC EDGAR | Revenue, Margins, Debt, Cash Flow, 8-K, Ownership | +| 2 | Volatility | ✓ Done | FRED + Yahoo | VIX, Beta, Historical Vol, Implied Vol | +| 3 | Macro | ✓ Done | FRED | GDP, CPI, Interest Rates, Unemployment | +| 4 | Valuation | ✓ Done | Yahoo + SEC | P/E, P/S, P/B, EV/EBITDA, PEG | +| 5 | News | ✓ Done | Tavily | Company News, Industry Trends, Competitors | +| 6 | Sentiment | ✓ Done | Finnhub | Social Sentiment, Analyst Ratings | + +### Data Flow + +``` +User Input (Company) → Researcher → [MCP Servers] → Raw Data + ↓ +Raw Data → Analyst → SWOT Draft → Critic → Score + ↓ + Score < 7 → Editor → Revised Draft → Critic + Score ≥ 7 → Final Output → User +``` + +## Features + +| Agent | Role | Implementation | +|-------|------|----------------| +| **Researcher** | Gathers real-time company data | 6 MCP servers (financials, volatility, macro, valuation, news, sentiment) | +| **Analyst** | Drafts SWOT based on selected strategy | Prompt-engineered generation | +| **Critic** | Scores output 1-10 with reasoning | Rubric-based evaluation | +| **Editor** | Revises based on critique | Targeted improvement | + +**Supported Strategies:** Cost Leadership, Differentiation, Focus/Niche + +## MCP Data Servers + +Model Context Protocol (MCP) servers provide structured data access for AI agents. See [BUSINESS_README.md](BUSINESS_README.md) for detailed explanation. + +### Financials Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/financials-basket/` | Revenue, Net Income, Margins | `get_financials` | +| | Debt, Debt-to-Equity | `get_debt_metrics` | +| | Operating CF, CapEx, FCF, R&D | `get_cash_flow` | +| | 8-K Material Events | `get_material_events` | +| | 13D/13G, Form 4 (Ownership) | `get_ownership_filings` | +| | Going Concern Warnings | `get_going_concern` | +| | All Metrics + SWOT | `get_sec_fundamentals` | + +### Volatility Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/volatility-basket/` | VIX Index | `get_vix` | +| | Beta (vs S&P 500) | `get_beta` | +| | Historical Volatility | `get_historical_volatility` | +| | Implied Volatility | `get_implied_volatility` | +| | All Metrics + SWOT | `get_volatility_basket` | + +### Macro Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/macro-basket/` | GDP Growth Rate | `get_gdp` | +| | Federal Funds Rate | `get_interest_rates` | +| | CPI / Inflation | `get_cpi` | +| | Unemployment Rate | `get_unemployment` | +| | All Metrics + SWOT | `get_macro_basket` | + +### Valuation Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/valuation-basket/` | P/E Ratio | `get_pe_ratio` | +| | P/S Ratio | `get_ps_ratio` | +| | P/B Ratio | `get_pb_ratio` | +| | EV/EBITDA | `get_ev_ebitda` | +| | PEG Ratio | `get_peg_ratio` | +| | All Metrics + SWOT | `get_valuation_basket` | + +### News Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/news-basket/` | General Web Search | `tavily_search` | +| | Company News | `search_company_news` | +| | Going Concern News | `search_going_concern_news` | +| | Industry Trends | `search_industry_trends` | +| | Competitor News | `search_competitor_news` | + +### Sentiment Basket + +| Location | Metric | Tool | +|----------|--------|------| +| `mcp-servers/sentiment-basket/` | Social Sentiment | `get_social_sentiment` | +| | Analyst Ratings | `get_analyst_ratings` | + +### API Endpoints + +| MCP Server | API | Endpoint | Auth | +|------------|-----|----------|------| +| **Financials Basket** | SEC EDGAR | `https://data.sec.gov/api/xbrl/companyfacts/CIK{cik}.json` | None (free) | +| | | `https://data.sec.gov/submissions/CIK{cik}.json` | | +| **Volatility Basket** | FRED | `https://api.stlouisfed.org/fred/series/observations` | API Key | +| | Yahoo Finance | `https://query1.finance.yahoo.com/v8/finance/chart/{ticker}` | None | +| **Macro Basket** | FRED | `https://api.stlouisfed.org/fred/series/observations` | API Key | +| **Valuation Basket** | Yahoo Finance | `https://query1.finance.yahoo.com/v10/finance/quoteSummary/{ticker}` | None | +| **News Basket** | Tavily | `https://api.tavily.com/search` | API Key | +| **Sentiment Basket** | Finnhub | `https://finnhub.io/api/v1/` | API Key | + +### API Keys + +| Key | Environment Variable | Get From | +|-----|---------------------|----------| +| FRED | `FRED_VIX_API_KEY` | https://fred.stlouisfed.org/docs/api/api_key.html | +| Tavily | `TAVILY_API_KEY` | https://tavily.com | +| Finnhub | `FINNHUB_API_KEY` | https://finnhub.io | + +Store in `.env`: +``` +FRED_VIX_API_KEY=your_key +TAVILY_API_KEY=tvly-your_key +FINNHUB_API_KEY=your_key +``` + +## Installation & Setup + +### Local Development + +```bash +# Clone the repository +git clone https://github.com/vn6295337/Instant-SWOT-Agent.git +cd Instant-SWOT-Agent + +# Create and activate virtual environment +python3 -m venv .venv +source .venv/bin/activate + +# Install dependencies +pip install -r requirements.txt + +# Set up environment variables +cp .env.example .env +# Edit .env with your API keys + +# Run the application (FastAPI + React UI) +python -m src.main api +# Or use make +make api +``` + +### Hugging Face Spaces Deployment + +1. **Create a new Space** (Docker SDK) +2. **Add this repository** as the source +3. **Set up Secrets** (at least one LLM provider required): + - `GROQ_API_KEY` (primary, recommended) + - `GEMINI_API_KEY` (fallback) + - `OPENROUTER_API_KEY` (fallback) + - `TAVILY_API_KEY` (for live search data) +4. The system automatically falls back through providers if one fails + +## Requirements + +- Python 3.11+ +- At least one LLM API key (Groq, Gemini, or OpenRouter) +- Tavily API key (optional, for live search data) + +## Usage Examples + +### Web UI +```bash +# Start the FastAPI server with React frontend +python -m src.main api +``` +Open http://localhost:7860, enter a company name (e.g., "Tesla", "NVIDIA", "Microsoft") and click "Generate SWOT". + +### CLI Usage +```bash +# Analyze a company from command line +python -m src.main analyze --company "Apple" --strategy "Differentiation" +``` + +### Programmatic Usage +```python +from src.workflow.runner import run_self_correcting_workflow + +# Generate SWOT analysis with specific strategy +result = run_self_correcting_workflow(company_name="Apple", strategy_focus="Differentiation") + +print(f"Score: {result['score']}/10") +print(f"Revisions: {result['revision_count']}") +print(f"SWOT Analysis:\n{result['draft_report']}") +``` + +## Testing + +```bash +# Run tests +make test +# Or directly +python3 tests/test_self_correcting_loop.py +``` + +## Technical Characteristics + +- **Analysis Time**: Typically under 10 seconds (depends on API latency) +- **Quality Loop**: Iterates until score ≥ 7/10 or max 3 revisions +- **LLM Providers**: Groq (primary) → Gemini → OpenRouter (cascading fallback) +- **Data Sources**: 6 MCP servers aggregating SEC EDGAR, FRED, Yahoo Finance, Tavily, and Finnhub APIs +- **Frontend**: React + TypeScript + Vite + Tailwind CSS +- **Backend**: FastAPI with async workflow execution + +## Design Decisions + +| Decision | Choice | Rationale | +|----------|--------|-----------| +| **Orchestration** | LangGraph | Native support for cyclic workflows; cleaner than raw LangChain for multi-agent patterns | +| **LLM Provider** | Groq (Llama 3.1 8B) | Sub-second inference enables tight feedback loops; cost-effective for demos | +| **Quality Threshold** | 7/10 | Balances quality vs. latency; lower values cause excessive loops, higher values rarely achievable | +| **Max Revisions** | 3 | Empirically, quality plateaus after 2-3 iterations; prevents infinite loops | +| **Same Model for Critic** | Intentional tradeoff | Production would use a stronger model for evaluation; kept simple for demo cost management | +| **Web Search** | Tavily API | Purpose-built for LLM applications; returns clean, structured content | + +### Known Limitations + +- **Self-evaluation bias**: The critic uses the same model family as the analyst. A production system would use a more capable evaluator model or human-in-the-loop for high-stakes decisions. +- **Mock data visibility**: When Tavily API is unavailable, the UI clearly indicates cached data is being used. + +## Contributing + +Contributions are welcome! Please follow these steps: + +1. Fork the repository +2. Create a feature branch +3. Implement your changes +4. Add tests for new functionality +5. Submit a pull request + +## License + +This project is licensed under the MIT License. + +--- \ No newline at end of file diff --git a/a2a/__init__.py b/a2a/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..561d47b56e925edfb4297d111c4a19147b3a7853 --- /dev/null +++ b/a2a/__init__.py @@ -0,0 +1,7 @@ +""" +A2A Protocol Implementation + +Researcher A2A Server - Standalone data pipeline server +that communicates with the main LangGraph orchestrator +via Google A2A protocol (JSON-RPC 2.0 over HTTP). +""" diff --git a/a2a/agent_card.json b/a2a/agent_card.json new file mode 100644 index 0000000000000000000000000000000000000000..bdbf114e6fe92df3dba03d82a77ad0cb42b94a92 --- /dev/null +++ b/a2a/agent_card.json @@ -0,0 +1,72 @@ +{ + "name": "swot-researcher", + "version": "1.0.0", + "description": "Financial research agent that collects data from 6 MCP servers (Financials, Volatility, Macro, Valuation, News, Sentiment) for SWOT analysis.", + "url": "http://localhost:8003", + "capabilities": { + "streaming": false, + "pushNotifications": false, + "stateTransitionHistory": false + }, + "authentication": { + "schemes": [] + }, + "defaultInputModes": ["text"], + "defaultOutputModes": ["data"], + "skills": [ + { + "id": "research-company", + "name": "Company Research", + "description": "Fetch comprehensive financial data for a company from multiple sources including SEC EDGAR, Yahoo Finance, FRED, Tavily, and Finnhub.", + "inputModes": ["text"], + "outputModes": ["data"], + "examples": [ + { + "input": "Research Tesla", + "output": "Aggregated financial data for TSLA including financials, volatility, macro indicators, valuation, news, and sentiment" + }, + { + "input": "Research AAPL Apple Inc", + "output": "Aggregated financial data for Apple Inc" + } + ], + "inputSchema": { + "type": "object", + "properties": { + "company": { + "type": "string", + "description": "Company name or ticker symbol" + } + }, + "required": ["company"] + } + } + ], + "dataSources": [ + { + "name": "SEC EDGAR", + "description": "SEC filings, fundamentals, material events", + "mcp": "financials-basket" + }, + { + "name": "Yahoo Finance", + "description": "Stock prices, volatility, valuation ratios", + "mcp": ["volatility-basket", "valuation-basket"] + }, + { + "name": "FRED", + "description": "Federal Reserve economic data, macro indicators", + "mcp": ["volatility-basket", "macro-basket"] + }, + { + "name": "Tavily", + "description": "Web search for company news", + "mcp": "news-basket" + }, + { + "name": "Finnhub", + "description": "News sentiment analysis", + "mcp": "sentiment-basket" + } + ] +} diff --git a/data/cache/us_stocks.json b/data/cache/us_stocks.json new file mode 100644 index 0000000000000000000000000000000000000000..dc5e310af7fad6846461fd048e55cca5e72182d1 --- /dev/null +++ b/data/cache/us_stocks.json @@ -0,0 +1 @@ +{"updated_at": "2025-12-30T16:21:39.692726", "count": 5281, "stocks": [{"symbol": "A", "name": "Agilent Technologies, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "AA", "name": "Alcoa Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "AACB", "name": "Artius II Acquisition Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "AAL", "name": "American Airlines Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AAM", "name": "AA Mission Acquisition Corp. Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "AAME", "name": "Atlantic American Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AAMI", "name": "Acadian Asset Management Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "AAOI", "name": "Applied Optoelectronics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AAON", "name": "AAON, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AAP", "name": "Advance Auto Parts Inc.", "exchange": "NYSE"}, {"symbol": "AAPG", "name": "Ascentage Pharma Group International - American Depository Shares", "exchange": "NASDAQ"}, {"symbol": "AAPL", "name": "Apple Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AARD", "name": "Aardvark Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AAUC", "name": "Allied Gold Corporation Common Shares", "exchange": "NYSE"}, {"symbol": "ABAT", "name": "American Battery Technology Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABBV", "name": "AbbVie Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "ABCB", "name": "Ameris Bancorp Common Stock", "exchange": "NYSE"}, {"symbol": "ABCL", "name": "AbCellera Biologics Inc. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "ABEO", "name": "Abeona Therapeutics Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABG", "name": "Asbury Automotive Group Inc Common Stock", "exchange": "NYSE"}, {"symbol": "ABLV", "name": "Able View Global Inc. - Class B Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ABM", "name": "ABM Industries Incorporated Common Stock", "exchange": "NYSE"}, {"symbol": "ABNB", "name": "Airbnb, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABOS", "name": "Acumen Pharmaceuticals, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABP", "name": "Abpro Holdings, Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABSI", "name": "Absci Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABT", "name": "Abbott Laboratories Common Stock", "exchange": "NYSE"}, {"symbol": "ABTC", "name": "American Bitcoin Corp. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABTS", "name": "Abits Group Inc - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ABUS", "name": "Arbutus Biopharma Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABVC", "name": "ABVC BioPharma, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABVE", "name": "Above Food Ingredients Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ABX", "name": "Abacus Global Management, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ACA", "name": "Arcosa, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "ACAD", "name": "ACADIA Pharmaceuticals Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACB", "name": "Aurora Cannabis Inc. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "ACCL", "name": "Acco Group Holdings Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ACCO", "name": "Acco Brands Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "ACCS", "name": "ACCESS Newswire Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "ACDC", "name": "ProFrac Holding Corp. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACEL", "name": "Accel Entertainment, Inc.", "exchange": "NYSE"}, {"symbol": "ACET", "name": "Adicet Bio, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACFN", "name": "Acorn Energy, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACGL", "name": "Arch Capital Group Ltd. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACHC", "name": "Acadia Healthcare Company, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACHR", "name": "Archer Aviation Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ACHV", "name": "Achieve Life Sciences, Inc. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "ACI", "name": "Albertsons Companies, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ACIC", "name": "American Coastal Insurance Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACIU", "name": "AC Immune SA - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACIW", "name": "ACI Worldwide, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACLS", "name": "Axcelis Technologies, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACLX", "name": "Arcellx, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACM", "name": "AECOM Common Stock", "exchange": "NYSE"}, {"symbol": "ACMR", "name": "ACM Research, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACN", "name": "Accenture plc Class A Ordinary Shares (Ireland)", "exchange": "NYSE"}, {"symbol": "ACNB", "name": "ACNB Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACNT", "name": "Ascent Industries Co. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACOG", "name": "Alpha Cognition Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACON", "name": "Aclarion, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACR", "name": "ACRES Commercial Realty Corp. Common Stock", "exchange": "NYSE"}, {"symbol": "ACRE", "name": "Ares Commercial Real Estate Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "ACRS", "name": "Aclaris Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACRV", "name": "Acrivon Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACT", "name": "Enact Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACTG", "name": "Acacia Research Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ACTU", "name": "Actuate Therapeutics, Inc. - Common stock", "exchange": "NASDAQ"}, {"symbol": "ACU", "name": "Acme United Corporation. Common Stock", "exchange": "AMEX"}, {"symbol": "ACVA", "name": "ACV Auctions Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ACXP", "name": "Acurx Pharmaceuticals, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AD", "name": "Array Digital Infrastructure, Inc. Common Shares", "exchange": "NYSE"}, {"symbol": "ADAG", "name": "Adagene Inc. - ADS, each representing 1.25 ordinary shares", "exchange": "NASDAQ"}, {"symbol": "ADBE", "name": "Adobe Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADC", "name": "Agree Realty Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "ADCT", "name": "ADC Therapeutics SA Common Shares", "exchange": "NYSE"}, {"symbol": "ADEA", "name": "Adeia Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADGM", "name": "Adagio Medical Holdings, Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADI", "name": "Analog Devices, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADIL", "name": "Adial Pharmaceuticals, Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADM", "name": "Archer-Daniels-Midland Company Common Stock", "exchange": "NYSE"}, {"symbol": "ADMA", "name": "ADMA Biologics Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADNT", "name": "Adient plc Ordinary Shares", "exchange": "NYSE"}, {"symbol": "ADP", "name": "Automatic Data Processing, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADPT", "name": "Adaptive Biotechnologies Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADSE", "name": "ADS-TEC ENERGY PLC - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ADSK", "name": "Autodesk, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADT", "name": "ADT Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "ADTN", "name": "ADTRAN Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADTX", "name": "Aditxt, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADUR", "name": "Aduro Clean Technologies Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADUS", "name": "Addus HomeCare Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADV", "name": "Advantage Solutions Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ADVB", "name": "Advanced Biomed Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEBI", "name": "Aebi Schmidt Holding AG - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEC", "name": "Anfield Energy Inc. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "AEE", "name": "Ameren Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "AEFC", "name": "Aegon Funding Company LLC 5.10% Subordinated Notes due 2049", "exchange": "NYSE"}, {"symbol": "AEG", "name": "Aegon Ltd. New York Registry Shares", "exchange": "NYSE"}, {"symbol": "AEHL", "name": "Antelope Enterprise Holdings Limited - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "AEHR", "name": "Aehr Test Systems - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEI", "name": "Alset Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEIS", "name": "Advanced Energy Industries, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEM", "name": "Agnico Eagle Mines Limited Common Stock", "exchange": "NYSE"}, {"symbol": "AEMD", "name": "Aethlon Medical, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AENT", "name": "Alliance Entertainment Holding Corporation - common stock", "exchange": "NASDAQ"}, {"symbol": "AEO", "name": "American Eagle Outfitters, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "AEON", "name": "AEON Biopharma, Inc. Class A Common Stock", "exchange": "AMEX"}, {"symbol": "AEP", "name": "American Electric Power Company, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AER", "name": "AerCap Holdings N.V. Ordinary Shares", "exchange": "NYSE"}, {"symbol": "AERT", "name": "Aeries Technology, Inc. - Class A Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "AES", "name": "The AES Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "AESI", "name": "Atlas Energy Solutions Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "AEVA", "name": "Aeva Technologies, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AEXA", "name": "American Exceptionalism Acquisition Corp. A Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "AEYE", "name": "AudioEye, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AFBI", "name": "Affinity Bancshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AFCG", "name": "Advanced Flower Capital Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "AFG", "name": "American Financial Group, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "AFGB", "name": "American Financial Group, Inc. 5.875% Subordinated Debentures due 2059", "exchange": "NYSE"}, {"symbol": "AFGC", "name": "American Financial Group, Inc. 5.125% Subordinated Debentures due 2059", "exchange": "NYSE"}, {"symbol": "AFGD", "name": "American Financial Group, Inc. 5.625% Subordinated Debentures due 2060", "exchange": "NYSE"}, {"symbol": "AFGE", "name": "American Financial Group, Inc. 4.500% Subordinated Debentures due 2060", "exchange": "NYSE"}, {"symbol": "AFJK", "name": "Aimei Health Technology Co., Ltd - Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "AFL", "name": "AFLAC Incorporated Common Stock", "exchange": "NYSE"}, {"symbol": "AFRI", "name": "Forafric Global PLC - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "AFRM", "name": "Affirm Holdings, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "AFYA", "name": "Afya Limited - Class A Common Shares", "exchange": "NASDAQ"}, {"symbol": "AG", "name": "First Majestic Silver Corp. 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Common Stock", "exchange": "AMEX"}, {"symbol": "ARES", "name": "Ares Management Corporation Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ARHS", "name": "Arhaus, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ARI", "name": "Apollo Commercial Real Estate Finance, Inc", "exchange": "NYSE"}, {"symbol": "ARKO", "name": "ARKO Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ARKR", "name": "Ark Restaurants Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ARL", "name": "American Realty Investors, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "ARLO", "name": "Arlo Technologies, Inc. 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Common Stock", "exchange": "AMEX"}, {"symbol": "BGIN", "name": "Bgin Blockchain Limited - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "BGL", "name": "Blue Gold Limited - Class A ordinary shares", "exchange": "NASDAQ"}, {"symbol": "BGLC", "name": "BioNexus Gene Lab Corp - Common stock", "exchange": "NASDAQ"}, {"symbol": "BGM", "name": "BGM Group Ltd. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "BGMS", "name": "Bio Green Med Solution, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "BGS", "name": "B&G Foods, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "BGSF", "name": "BGSF, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "BGSI", "name": "Boyd Group Services Inc. Common Shares", "exchange": "NYSE"}, {"symbol": "BH", "name": "Biglari Holdings Inc. Class B Common Stock", "exchange": "NYSE"}, {"symbol": "BH.A", "name": "Biglari Holdings Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "ESLA", "name": "Estrella Immunopharma, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ESLT", "name": "Elbit Systems Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ESNT", "name": "Essent Group Ltd. Common Shares", "exchange": "NYSE"}, {"symbol": "ESOA", "name": "Energy Services of America Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ESP", "name": "Espey Mfg. & Electronics Corp. Common Stock", "exchange": "AMEX"}, {"symbol": "ESPR", "name": "Esperion Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ESQ", "name": "Esquire Financial Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ESTA", "name": "Establishment Labs Holdings Inc. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "ESTC", "name": "Elastic N.V. Ordinary Shares", "exchange": "NYSE"}, {"symbol": "ETD", "name": "Ethan Allen Interiors Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "EU", "name": "enCore Energy Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EUDA", "name": "Euda Health Holdings Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "EURK", "name": "Eureka Acquisition Corp - Class A Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "EVAC", "name": "EQV Ventures Acquisition Corp. II Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "EVC", "name": "Entravision Communications Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "EVCM", "name": "EverCommerce Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EVER", "name": "EverQuote, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "EVEX", "name": "Eve Holding, Inc. 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Ordinary Shares", "exchange": "NYSE"}, {"symbol": "EVTV", "name": "Envirotech Vehicles, Inc. - Common stock", "exchange": "NASDAQ"}, {"symbol": "EW", "name": "Edwards Lifesciences Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "EWBC", "name": "East West Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EWCZ", "name": "European Wax Center, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "EWTX", "name": "Edgewise Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXAS", "name": "Exact Sciences Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXC", "name": "Exelon Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXE", "name": "Expand Energy Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXEL", "name": "Exelixis, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXFY", "name": "Expensify, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXK", "name": "Endeavour Silver Corporation Ordinary Shares (Canada)", "exchange": "NYSE"}, {"symbol": "EXLS", "name": "ExlService Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXOD", "name": "Exodus Movement, Inc. Class A Common Stock", "exchange": "AMEX"}, {"symbol": "EXOZ", "name": "eXoZymes Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXP", "name": "Eagle Materials Inc Common Stock", "exchange": "NYSE"}, {"symbol": "EXPD", "name": "Expeditors International of Washington, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "EXPE", "name": "Expedia Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXPI", "name": "eXp World Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXPO", "name": "Exponent, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EXR", "name": "Extra Space Storage Inc Common Stock", "exchange": "NYSE"}, {"symbol": "EXTR", "name": "Extreme Networks, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EYE", "name": "National Vision Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EYPT", "name": "EyePoint, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "EZGO", "name": "EZGO Technologies Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "EZPW", "name": "EZCORP, Inc. - Class A Non-Voting Common Stock", "exchange": "NASDAQ"}, {"symbol": "F", "name": "Ford Motor Company Common Stock", "exchange": "NYSE"}, {"symbol": "FA", "name": "First Advantage Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FACT", "name": "FACT II Acquisition Corp. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FAF", "name": "First American Corporation (New) Common Stock", "exchange": "NYSE"}, {"symbol": "FAMI", "name": "Farmmi, INC. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FANG", "name": "Diamondback Energy, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FARM", "name": "Farmer Brothers Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FAST", "name": "Fastenal Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FAT", "name": "FAT Brands Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FATBB", "name": "FAT Brands Inc. - Class B Common Stock", "exchange": "NASDAQ"}, {"symbol": "FATE", "name": "Fate Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FATN", "name": "FatPipe, Inc. - common stock", "exchange": "NASDAQ"}, {"symbol": "FBGL", "name": "FBS Global Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FBIN", "name": "Fortune Brands Innovations, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FBIO", "name": "Fortress Biotech, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBIZ", "name": "First Business Financial Services, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBK", "name": "FB Financial Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FBLA", "name": "FB Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBLG", "name": "FibroBiologics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBNC", "name": "First Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBP", "name": "First BanCorp. New Common Stock", "exchange": "NYSE"}, {"symbol": "FBRX", "name": "Forte Biosciences, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FBYD", "name": "Falcon's Beyond Global, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FC", "name": "Franklin Covey Company Common Stock", "exchange": "NYSE"}, {"symbol": "FCAP", "name": "First Capital, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCBC", "name": "First Community Bankshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCCO", "name": "First Community Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCEL", "name": "FuelCell Energy, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCF", "name": "First Commonwealth Financial Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FCFS", "name": "FirstCash Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCHL", "name": "Fitness Champs Holdings Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FCN", "name": "FTI Consulting, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FCNCA", "name": "First Citizens BancShares, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCRS", "name": "FutureCrest Acquisition Corp. Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FCRX", "name": "Crescent Capital BDC, Inc. 5.00% Notes due 2026", "exchange": "NYSE"}, {"symbol": "FCUV", "name": "Focus Universal Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FCX", "name": "Freeport-McMoRan, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FDBC", "name": "Fidelity D & D Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FDMT", "name": "4D Molecular Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FDP", "name": "Fresh Del Monte Produce, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FDS", "name": "FactSet Research Systems Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FDSB", "name": "Fifth District Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FDX", "name": "FedEx Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FE", "name": "FirstEnergy Corp. 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Common Stock", "exchange": "NYSE"}, {"symbol": "FET", "name": "Forum Energy Technologies, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FF", "name": "FutureFuel Corp. Common shares", "exchange": "NYSE"}, {"symbol": "FFAI", "name": "Faraday Future Intelligent Electric Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FFBC", "name": "First Financial Bancorp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FFIC", "name": "Flushing Financial Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FFIN", "name": "First Financial Bankshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FFIV", "name": "F5, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FFWM", "name": "First Foundation Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FG", "name": "F&G Annuities & Life, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FGBI", "name": "First Guaranty Bancshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FGEN", "name": "FibroGen, Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FGI", "name": "FGI Industries Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FGL", "name": "Founder Group Limited - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FGMC", "name": "FG Merger II Corp. - Common stock", "exchange": "NASDAQ"}, {"symbol": "FGN", "name": "F&G Annuities & Life, Inc. 7.950% Senior Notes due 2053", "exchange": "NYSE"}, {"symbol": "FGNX", "name": "FG Nexus Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FGSN", "name": "F&G Annuities & Life, Inc. 7.300% Junior Subordinated Notes due 2065", "exchange": "NYSE"}, {"symbol": "FHB", "name": "First Hawaiian, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FHI", "name": "Federated Hermes, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FHN", "name": "First Horizon Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FHTX", "name": "Foghorn Therapeutics Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIBK", "name": "First Interstate BancSystem, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FICO", "name": "Fair Isaac Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FIEE", "name": "FiEE, Inc - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIG", "name": "Figma, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FIGR", "name": "Figure Technology Solutions, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIGS", "name": "FIGS, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FIGX", "name": "FIGX Capital Acquisition Corp. - Class A ordinary share", "exchange": "NASDAQ"}, {"symbol": "FIHL", "name": "Fidelis Insurance Holdings Limited Common Shares", "exchange": "NYSE"}, {"symbol": "FINW", "name": "FinWise Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIP", "name": "FTAI Infrastructure Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIS", "name": "Fidelity National Information Services, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FISI", "name": "Financial Institutions, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FISK", "name": "Empire State Realty OP, L.P. Series 250 Operating Partnership Units Representing Limited Partnership Interests", "exchange": "NYSE ARCA"}, {"symbol": "FISV", "name": "Fiserv, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FITB", "name": "Fifth Third Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIVE", "name": "Five Below, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIVN", "name": "Five9, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FIX", "name": "Comfort Systems USA, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FIZZ", "name": "National Beverage Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FJET", "name": "Starfighters Space, Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "FKWL", "name": "Franklin Wireless Corp. - common stock", "exchange": "NASDAQ"}, {"symbol": "FLD", "name": "Fold Holdings, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLEX", "name": "Flex Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FLG", "name": "Flagstar Bank, N.A. Common Stock", "exchange": "NYSE"}, {"symbol": "FLGC", "name": "Flora Growth Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLGT", "name": "Fulgent Genetics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLL", "name": "Full House Resorts, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLNC", "name": "Fluence Energy, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLNG", "name": "FLEX LNG Ltd. Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FLNT", "name": "Fluent, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLO", "name": "Flowers Foods, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FLOC", "name": "Flowco Holdings Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FLR", "name": "Fluor Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FLS", "name": "Flowserve Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FLUT", "name": "Flutter Entertainment plc Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FLUX", "name": "Flux Power Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLWS", "name": "1-800-FLOWERS.COM, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLXS", "name": "Flexsteel Industries, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLY", "name": "Firefly Aerospace Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLYE", "name": "Fly-E Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLYW", "name": "Flywire Corporation - Voting Common Stock", "exchange": "NASDAQ"}, {"symbol": "FLYX", "name": "flyExclusive, Inc. Class A Common Stock", "exchange": "AMEX"}, {"symbol": "FMAO", "name": "Farmers & Merchants Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FMBH", "name": "First Mid Bancshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FMC", "name": "FMC Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FMFC", "name": "Kandal M Venture Limited - Class A ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FMNB", "name": "Farmers National Banc Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FMST", "name": "Foremost Clean Energy Ltd. - Common Shares", "exchange": "NASDAQ"}, {"symbol": "FMX", "name": "Fomento Economico Mexicano S.A.B. de C.V. Common Stock", "exchange": "NYSE"}, {"symbol": "FN", "name": "Fabrinet Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FNB", "name": "F.N.B. Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FND", "name": "Floor & Decor Holdings, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FNF", "name": "Fidelity National Financial, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FNGR", "name": "FingerMotion, Inc. - common stock", "exchange": "NASDAQ"}, {"symbol": "FNKO", "name": "Funko, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FNLC", "name": "First Bancorp, Inc (ME) - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FNV", "name": "Franco-Nevada Corporation", "exchange": "NYSE"}, {"symbol": "FNWB", "name": "First Northwest Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FNWD", "name": "Finward Bancorp - common stock", "exchange": "NASDAQ"}, {"symbol": "FOA", "name": "Finance of America Companies Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FOFO", "name": "Hang Feng Technology Innovation Co., Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FOLD", "name": "Amicus Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FONR", "name": "Fonar Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOR", "name": "Forestar Group Inc Common Stock", "exchange": "NYSE"}, {"symbol": "FORA", "name": "Forian Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FORM", "name": "FormFactor, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FORR", "name": "Forrester Research, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOSL", "name": "Fossil Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOUR", "name": "Shift4 Payments, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FOX", "name": "Fox Corporation - Class B Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOXA", "name": "Fox Corporation - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOXF", "name": "Fox Factory Holding Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FOXX", "name": "Foxx Development Holdings Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FPH", "name": "Five Point Holdings, LLC Class A Common Shares", "exchange": "NYSE"}, {"symbol": "FPI", "name": "Farmland Partners Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FRAF", "name": "Franklin Financial Services Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRBA", "name": "First Bank - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRD", "name": "Friedman Industries Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRGE", "name": "Forge Global Holdings, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FRGT", "name": "Freight Technologies, Inc. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FRHC", "name": "Freedom Holding Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRME", "name": "First Merchants Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRMI", "name": "Fermi Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRO", "name": "Frontline Plc Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FROG", "name": "JFrog Ltd. - Ordinary shares", "exchange": "NASDAQ"}, {"symbol": "FRPH", "name": "FRP Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRPT", "name": "Freshpet, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRSH", "name": "Freshworks Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FRST", "name": "Primis Financial Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSBC", "name": "Five Star Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSBW", "name": "FS Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSCO", "name": "FS Credit Opportunities Corp. Common Stock", "exchange": "NYSE"}, {"symbol": "FSEA", "name": "First Seacoast Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSFG", "name": "First Savings Financial Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSHP", "name": "Flag Ship Acquisition Corp. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FSI", "name": "Flexible Solutions International Inc. Common Stock (CDA)", "exchange": "AMEX"}, {"symbol": "FSK", "name": "FS KKR Capital Corp. Common Stock", "exchange": "NYSE"}, {"symbol": "FSLR", "name": "First Solar, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSLY", "name": "Fastly, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSM", "name": "Fortuna Mining Corp. Common Shares", "exchange": "NYSE"}, {"symbol": "FSP", "name": "Franklin Street Properties Corp. Common Stock", "exchange": "AMEX"}, {"symbol": "FSS", "name": "Federal Signal Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FSTR", "name": "L.B. Foster Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSUN", "name": "FirstSun Capital Bancorp - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FSV", "name": "FirstService Corporation - Common Shares", "exchange": "NASDAQ"}, {"symbol": "FTAI", "name": "FTAI Aviation Ltd. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTCI", "name": "FTC Solar, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTDR", "name": "Frontdoor, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTEK", "name": "Fuel Tech, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTEL", "name": "Fitell Corporation - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FTFT", "name": "Future FinTech Group Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTHM", "name": "Fathom Holdings Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTI", "name": "TechnipFMC plc Ordinary Share", "exchange": "NYSE"}, {"symbol": "FTK", "name": "Flotek Industries, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FTLF", "name": "FitLife Brands, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTNT", "name": "Fortinet, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTRE", "name": "Fortrea Holdings Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FTRK", "name": "FAST TRACK GROUP - Ordinary shares", "exchange": "NASDAQ"}, {"symbol": "FTS", "name": "Fortis Inc. Common Shares", "exchange": "NYSE"}, {"symbol": "FTV", "name": "Fortive Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "FTW", "name": "EQV Ventures Acquisition Corp. Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "FUBO", "name": "FuboTV Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "FUFU", "name": "BitFuFu Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FUL", "name": "H. B. Fuller Company Common Stock", "exchange": "NYSE"}, {"symbol": "FULC", "name": "Fulcrum Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FULT", "name": "Fulton Financial Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FUN", "name": "Six Flags Entertainment Corporation Common Stock New", "exchange": "NYSE"}, {"symbol": "FUNC", "name": "First United Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FURY", "name": "Fury Gold Mines Limited Common Shares", "exchange": "AMEX"}, {"symbol": "FUSB", "name": "First US Bancshares, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FUSE", "name": "Fusemachines Inc. - Common stock", "exchange": "NASDAQ"}, {"symbol": "FVCB", "name": "FVCBankcorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "FVN", "name": "Future Vision II Acquisition Corporation - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "FVR", "name": "FrontView REIT, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "FVRR", "name": "Fiverr International Ltd. 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Ordinary Shares", "exchange": "NYSE"}, {"symbol": "ICLR", "name": "ICON plc - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ICMB", "name": "Investcorp Credit Management BDC, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ICON", "name": "Icon Energy Corp. - Common stock", "exchange": "NASDAQ"}, {"symbol": "ICU", "name": "SeaStar Medical Holding Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ICUI", "name": "ICU Medical, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "IDA", "name": "IDACORP, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "IDAI", "name": "T Stamp Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "IDCC", "name": "InterDigital, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "IDN", "name": "Intellicheck, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "IDR", "name": "Idaho Strategic Resources, Inc. 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Common Shares", "exchange": "NYSE"}, {"symbol": "IGAC", "name": "Invest Green Acquisition Corporation - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "IGC", "name": "IGC Pharma, Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "IGIC", "name": "International General Insurance Holdings Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "IHRT", "name": "iHeartMedia, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "IHS", "name": "IHS Holding Limited Ordinary Shares", "exchange": "NYSE"}, {"symbol": "III", "name": "Information Services Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "IIIN", "name": "Insteel Industries, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "IIIV", "name": "i3 Verticals, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "IINN", "name": "Inspira Technologies Oxy B.H.N. Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "IIPR", "name": "Innovative Industrial Properties, Inc. 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II - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "LAUR", "name": "Laureate Education, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LAW", "name": "CS Disco, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "LAZ", "name": "Lazard, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "LB", "name": "LandBridge Company LLC Class A Shares Representing Limited Liability Company Interests", "exchange": "NYSE"}, {"symbol": "LBGJ", "name": "Li Bang International Corporation Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "LBRDA", "name": "Liberty Broadband Corporation - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "LBRDK", "name": "Liberty Broadband Corporation - Class C Common Stock", "exchange": "NASDAQ"}, {"symbol": "LBRT", "name": "Liberty Energy Inc. 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III Ordinary Shares", "exchange": "AMEX"}, {"symbol": "LEN", "name": "Lennar Corporation Class A Common Stock", "exchange": "NYSE"}, {"symbol": "LEN.B", "name": "Lennar Corporation Class B", "exchange": "NYSE"}, {"symbol": "LENZ", "name": "LENZ Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LEO", "name": "BNY Mellon Strategic Municipals, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "LESL", "name": "Leslie's, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LEU", "name": "Centrus Energy Corp. 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Common Stock", "exchange": "NYSE"}, {"symbol": "LMNR", "name": "Limoneira Co - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LMRI", "name": "Lumexa Imaging Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LMT", "name": "Lockheed Martin Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "LNAI", "name": "Lunai Bioworks Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LNC", "name": "Lincoln National Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "LND", "name": "Brasilagro Brazilian Agric Real Estate Co Sponsored ADR (Brazil)", "exchange": "NYSE"}, {"symbol": "LNG", "name": "Cheniere Energy, Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "LTRN", "name": "Lantern Pharma Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LTRX", "name": "Lantronix, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LUCD", "name": "Lucid Diagnostics Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LUCK", "name": "Lucky Strike Entertainment Corporation Class A Common Stock", "exchange": "NYSE"}, {"symbol": "LUCY", "name": "Innovative Eyewear, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LUD", "name": "Luda Technology Group Limited Ordinary Shares", "exchange": "AMEX"}, {"symbol": "LULU", "name": "lululemon athletica inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LUMN", "name": "Lumen Technologies, Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "LWAC", "name": "LightWave Acquisition Corp. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "LWAY", "name": "Lifeway Foods, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LWLG", "name": "Lightwave Logic, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LXEO", "name": "Lexeo Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LXFR", "name": "Luxfer Holdings PLC Ordinary Shares", "exchange": "NYSE"}, {"symbol": "LXRX", "name": "Lexicon Pharmaceuticals, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LXU", "name": "LSB Industries, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "LYB", "name": "LyondellBasell Industries NV Ordinary Shares Class A (Netherlands)", "exchange": "NYSE"}, {"symbol": "LYEL", "name": "Lyell Immunopharma, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LYFT", "name": "Lyft, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "LYRA", "name": "Lyra Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LYTS", "name": "LSI Industries Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LYV", "name": "Live Nation Entertainment, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "LZ", "name": "LegalZoom.com, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "LZB", "name": "La-Z-Boy Incorporated Common Stock", "exchange": "NYSE"}, {"symbol": "LZM", "name": "Lifezone Metals Limited Ordinary Shares", "exchange": "NYSE"}, {"symbol": "LZMH", "name": "LZ Technology Holdings Limited - Class B Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "M", "name": "Macy's Inc Common Stock", "exchange": "NYSE"}, {"symbol": "MA", "name": "Mastercard Incorporated Common Stock", "exchange": "NYSE"}, {"symbol": "MAA", "name": "Mid-America Apartment Communities, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "MAAS", "name": "Maase Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MAC", "name": "Macerich Company (The) Common Stock", "exchange": "NYSE"}, {"symbol": "MACI", "name": "Melar Acquisition Corp. I - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MAGH", "name": "Magnitude International Ltd - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MAGN", "name": "Magnera Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "MAIA", "name": "MAIA Biotechnology, Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "MAIN", "name": "Main Street Capital Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "MAMA", "name": "Mama's Creations, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MAMK", "name": "MaxsMaking Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MAMO", "name": "Massimo Group - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MAN", "name": "ManpowerGroup Common Stock", "exchange": "NYSE"}, {"symbol": "MANH", "name": "Manhattan Associates, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MANU", "name": "Manchester United Ltd. 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Common Stock", "exchange": "NYSE"}, {"symbol": "MATW", "name": "Matthews International Corporation - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "MATX", "name": "Matson, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "MAX", "name": "MediaAlpha, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "MAXN", "name": "Maxeon Solar Technologies, Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MAYS", "name": "J. W. Mays, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MAZE", "name": "Maze Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MB", "name": "MasterBeef Group - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "MBAI", "name": "Check-Cap Ltd. - Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "MBAV", "name": "M3-Brigade Acquisition V Corp. - Class A Ordinary shares", "exchange": "NASDAQ"}, {"symbol": "MBBC", "name": "Marathon Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MBC", "name": "MasterBrand, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "MBCN", "name": "Middlefield Banc Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MBI", "name": "MBIA Inc. 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Common Stock", "exchange": "AMEX"}, {"symbol": "MTRN", "name": "Materion Corporation", "exchange": "NYSE"}, {"symbol": "MTRX", "name": "Matrix Service Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MTSI", "name": "MACOM Technology Solutions Holdings, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MTUS", "name": "Metallus Inc. Common Shares", "exchange": "NYSE"}, {"symbol": "MTVA", "name": "MetaVia Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MTW", "name": "Manitowoc Company, Inc. (The) Common Stock", "exchange": "NYSE"}, {"symbol": "MTX", "name": "Minerals Technologies Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "MTZ", "name": "MasTec, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "MU", "name": "Micron Technology, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "MUFG", "name": "Mitsubishi UFJ Financial Group, Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "OTGA", "name": "OTG Acquisition Corp. I - Class A Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "OTH", "name": "Off The Hook YS Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "OTIS", "name": "Otis Worldwide Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "OTLK", "name": "Outlook Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OTTR", "name": "Otter Tail Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OUST", "name": "Ouster, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OUT", "name": "OUTFRONT Media Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "OVBC", "name": "Ohio Valley Banc Corp. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OVID", "name": "Ovid Therapeutics Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OVLY", "name": "Oak Valley Bancorp (CA) - Common Stock", "exchange": "NASDAQ"}, {"symbol": "OVV", "name": "Ovintiv Inc. 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II Class A Ordinary Shares", "exchange": "NYSE"}, {"symbol": "PAL", "name": "Proficient Auto Logistics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PALI", "name": "Palisade Bio, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PAM", "name": "Pampa Energia S.A.", "exchange": "NYSE"}, {"symbol": "PAMT", "name": "PAMT CORP - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PANL", "name": "Pangaea Logistics Solutions Ltd. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PANW", "name": "Palo Alto Networks, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PAPL", "name": "Pineapple Financial Inc. Common Stock", "exchange": "AMEX"}, {"symbol": "PAR", "name": "PAR Technology Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "PARK", "name": "Park Dental Partners, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PARR", "name": "Par Pacific Holdings, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "PASG", "name": "Passage Bio, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PASW", "name": "Ping An Biomedical Co., Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "PATH", "name": "UiPath, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "PATK", "name": "Patrick Industries, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PAVM", "name": "PAVmed Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PAVS", "name": "Paranovus Entertainment Technology Ltd. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "PAX", "name": "Patria Investments Limited - Class A Common Shares", "exchange": "NASDAQ"}, {"symbol": "PAY", "name": "Paymentus Holdings, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "PAYC", "name": "Paycom Software, Inc. 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Common Stock", "exchange": "AMEX"}, {"symbol": "PEG", "name": "Public Service Enterprise Group Incorporated Common Stock", "exchange": "NYSE"}, {"symbol": "PEGA", "name": "Pegasystems Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PELI", "name": "Pelican Acquisition Corporation - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "PEN", "name": "Penumbra, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "PENG", "name": "Penguin Solutions, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PENN", "name": "PENN Entertainment, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PEP", "name": "PepsiCo, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PEPG", "name": "PepGen Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PERF", "name": "Perfect Corp. 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Common Stock", "exchange": "NYSE"}, {"symbol": "PFX", "name": "PhenixFIN Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PFXNZ", "name": "PhenixFIN Corporation - 5.25% Notes due 2028", "exchange": "NASDAQ"}, {"symbol": "PG", "name": "Procter & Gamble Company (The) Common Stock", "exchange": "NYSE"}, {"symbol": "PGAC", "name": "Pantages Capital Acquisition Corporation - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "PGC", "name": "Peapack-Gladstone Financial Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PGEN", "name": "Precigen, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PGNY", "name": "Progyny, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PGR", "name": "Progressive Corporation (The) Common Stock", "exchange": "NYSE"}, {"symbol": "PGY", "name": "Pagaya Technologies Ltd. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "PH", "name": "Parker-Hannifin Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "PHAR", "name": "Pharming Group N.V. - ADS, each representing 10 ordinary shares", "exchange": "NASDAQ"}, {"symbol": "PHAT", "name": "Phathom Pharmaceuticals, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "PHG", "name": "Koninklijke Philips N.V. 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Common Stock", "exchange": "NYSE"}, {"symbol": "TRI", "name": "Thomson Reuters Corp - Common Shares", "exchange": "NASDAQ"}, {"symbol": "TRIN", "name": "Trinity Capital Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRINI", "name": "Trinity Capital Inc. - 7.875% Notes Due 2029", "exchange": "NASDAQ"}, {"symbol": "TRINZ", "name": "Trinity Capital Inc. - 7.875% Notes due 2029", "exchange": "NASDAQ"}, {"symbol": "TRIP", "name": "TripAdvisor, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRMB", "name": "Trimble Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRMD", "name": "TORM plc - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRMK", "name": "Trustmark Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRN", "name": "Trinity Industries, Inc. 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Rowe Price Group, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TROX", "name": "Tronox Holdings plc Ordinary Shares (UK)", "exchange": "NYSE"}, {"symbol": "TRP", "name": "TC Energy Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "TRS", "name": "TriMas Corporation - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRSG", "name": "Tungray Technologies Inc - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "TRST", "name": "TrustCo Bank Corp NY - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRT", "name": "Trio-Tech International Common Stock", "exchange": "AMEX"}, {"symbol": "TRU", "name": "TransUnion Common Stock", "exchange": "NYSE"}, {"symbol": "TRUE", "name": "TrueCar, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRUG", "name": "TruGolf Holdings, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRUP", "name": "Trupanion, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRV", "name": "The Travelers Companies, Inc. Common Stock", "exchange": "NYSE"}, {"symbol": "TRVI", "name": "Trevi Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TRX", "name": "TRX Gold Corporation Common Stock", "exchange": "AMEX"}, {"symbol": "TSAT", "name": "Telesat Corporation - Class A Common Shares and Class B Variable Voting Shares", "exchange": "NASDAQ"}, {"symbol": "TSBK", "name": "Timberland Bancorp, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TSCO", "name": "Tractor Supply Company - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TSE", "name": "Trinseo PLC Ordinary Shares", "exchange": "NYSE"}, {"symbol": "TSEM", "name": "Tower Semiconductor Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "TSHA", "name": "Taysha Gene Therapies, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TSLA", "name": "Tesla, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "TSLX", "name": "Sixth Street Specialty Lending, Inc. 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Common Stock", "exchange": "NYSE"}, {"symbol": "ZBIO", "name": "Zenas BioPharma, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZBRA", "name": "Zebra Technologies Corporation - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZCMD", "name": "Zhongchao Inc. - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZD", "name": "Ziff Davis, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZDAI", "name": "DirectBooking Technology Co., Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZDGE", "name": "Zedge, Inc. Class B Common Stock", "exchange": "AMEX"}, {"symbol": "ZENA", "name": "ZenaTech, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZENV", "name": "Zenvia Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZEO", "name": "Zeo Energy Corporation - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZETA", "name": "Zeta Global Holdings Corp. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ZEUS", "name": "Olympic Steel, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZG", "name": "Zillow Group, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZGM", "name": "Zenta Group Company Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZGN", "name": "Ermenegildo Zegna N.V. Ordinary Shares", "exchange": "NYSE"}, {"symbol": "ZIM", "name": "ZIM Integrated Shipping Services Ltd. Ordinary Shares", "exchange": "NYSE"}, {"symbol": "ZION", "name": "Zions Bancorporation N.A. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZIP", "name": "ZipRecruiter, Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ZJK", "name": "ZJK Industrial Co., Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZJYL", "name": "JIN MEDICAL INTERNATIONAL LTD. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZKIN", "name": "ZK International Group Co., Ltd - Ordinary Share", "exchange": "NASDAQ"}, {"symbol": "ZM", "name": "Zoom Communications, Inc. - Class A Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZNB", "name": "Zeta Network Group - Class A Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZNTL", "name": "Zentalis Pharmaceuticals, Inc. - common stock", "exchange": "NASDAQ"}, {"symbol": "ZONE", "name": "CleanCore Solutions Inc. Class B Common Stock", "exchange": "AMEX"}, {"symbol": "ZOOZ", "name": "ZOOZ Strategy Ltd. - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZS", "name": "Zscaler, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZSPC", "name": "zSpace, Inc. - Common stock", "exchange": "NASDAQ"}, {"symbol": "ZTEK", "name": "Zentek Ltd. - common stock", "exchange": "NASDAQ"}, {"symbol": "ZTS", "name": "Zoetis Inc. Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ZUMZ", "name": "Zumiez Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZURA", "name": "Zura Bio Limited - Class A Ordinary shares", "exchange": "NASDAQ"}, {"symbol": "ZVIA", "name": "Zevia PBC Class A Common Stock", "exchange": "NYSE"}, {"symbol": "ZVRA", "name": "Zevra Therapeutics, Inc. - Common Stock", "exchange": "NASDAQ"}, {"symbol": "ZWS", "name": "Zurn Elkay Water Solutions Corporation Common Stock", "exchange": "NYSE"}, {"symbol": "ZYBT", "name": "Zhengye Biotechnology Holding Limited - Ordinary Shares", "exchange": "NASDAQ"}, {"symbol": "ZYME", "name": "Zymeworks Inc. - Common Stock", "exchange": "NASDAQ"}]} \ No newline at end of file diff --git a/data/strategy.db b/data/strategy.db new file mode 100644 index 0000000000000000000000000000000000000000..45ddca3d6fc4284e7058c7cbd06b3d132c503f6e Binary files /dev/null and b/data/strategy.db differ diff --git a/docs/a2a_architecture.md b/docs/a2a_architecture.md new file mode 100644 index 0000000000000000000000000000000000000000..ee2e635b6f557e7458756e43840592ef4ee9fbc8 --- /dev/null +++ b/docs/a2a_architecture.md @@ -0,0 +1,113 @@ +# A2A Researcher Agent Architecture + +## Overview + +The Researcher agent supports two modes: +- **Direct Mode** (default): Calls MCP servers directly from the main process +- **A2A Mode**: Delegates to a standalone A2A server for parallel data fetching + +Enable A2A mode by setting `USE_A2A_RESEARCHER=true` in your environment. + +## Architecture + +``` +┌─────────────────────────────────────────────────────────┐ +│ Main Orchestrator (LangGraph) │ +│ │ +│ ┌──────────────────────────────────────────────────┐ │ +│ │ Researcher Node │ │ +│ │ (src/nodes/researcher.py) │ │ +│ │ │ │ +│ │ if USE_A2A_RESEARCHER: │ │ +│ │ → A2A Client (researcher_a2a_client.py) │ │ +│ │ else: │ │ +│ │ → Direct MCP calls │ │ +│ └──────────────────────────────────────────────────┘ │ +│ │ │ +│ │ JSON-RPC 2.0 over HTTP (A2A mode only) │ +│ ↓ │ +└───────┼─────────────────────────────────────────────────┘ + │ +┌───────┴─────────────────────────────────────────────────┐ +│ Researcher A2A Server (optional, external) │ +│ (a2a/researcher_server.py) │ +│ │ +│ Endpoints: │ +│ - GET /.well-known/agent.json (Agent Card) │ +│ - POST / (JSON-RPC: message/send, tasks/get) │ +│ │ +│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ +│ │ Financials │ │ Sentiment │ │ News │ ... │ +│ │ MCP Server │ │ MCP Server │ │ MCP Server │ │ +│ └─────────────┘ └─────────────┘ └─────────────┘ │ +└─────────────────────────────────────────────────────────┘ +``` + +## A2A Protocol + +A2A (Agent-to-Agent) is Google's open protocol for agent interoperability. + +Reference: https://github.com/google-a2a/A2A + +### Agent Card + +Served at `/.well-known/agent.json`: + +```json +{ + "name": "swot-researcher", + "version": "1.0.0", + "description": "Financial research agent for SWOT analysis", + "capabilities": { + "streaming": false, + "pushNotifications": false + }, + "skills": [{ + "id": "research-company", + "name": "Company Research", + "inputModes": ["text"], + "outputModes": ["text", "data"] + }] +} +``` + +### JSON-RPC Methods + +| Method | Description | +|--------|-------------| +| `message/send` | Submit research task | +| `tasks/get` | Get task status/results | +| `tasks/cancel` | Cancel running task | + +### Task Lifecycle + +``` +SUBMITTED → WORKING → COMPLETED + ↘ FAILED +``` + +## File Structure + +``` +a2a/ +├── researcher_server.py # A2A server implementation +├── agent_card.json # Agent capabilities metadata +└── mcp_aggregator.py # Calls MCP servers in parallel + +src/nodes/ +├── researcher.py # Mode switch (A2A vs Direct) +└── researcher_a2a_client.py # A2A client wrapper +``` + +## Benefits of A2A Mode + +| Aspect | Direct Mode | A2A Mode | +|--------|-------------|----------| +| Latency | Sequential MCP calls | Parallel MCP calls | +| Scaling | Coupled with orchestrator | Independent scaling | +| Fault Isolation | Shared process | Separate process | +| Reusability | Single workflow | Any A2A client | + +## Fallback Behavior + +If the A2A server is unavailable, the system falls back to direct mode automatically. diff --git a/docs/architecture.md b/docs/architecture.md new file mode 100644 index 0000000000000000000000000000000000000000..0451b615943b6586fd85c9cfa587d7d7de75596e --- /dev/null +++ b/docs/architecture.md @@ -0,0 +1,160 @@ +# Architecture Documentation + +## System Overview + +Instant SWOT Agent is an AI-powered strategic analysis system that generates comprehensive SWOT analyses for companies with automatic quality improvement through a self-correcting loop. + +## High-Level Architecture + +``` +User Input (Company Name) + ↓ +┌────────────────────────────────────────┐ +│ USER INTERFACE │ +│ Streamlit (streamlit_app.py) │ +│ React (frontend/) via FastAPI │ +└────────────────────────────────────────┘ + ↓ +┌────────────────────────────────────────┐ +│ FastAPI Backend (src/api/app.py) │ +│ Routes: analysis.py, stocks.py │ +└────────────────────────────────────────┘ + ↓ + Workflow Engine (LangGraph) + src/workflow/graph.py + ↓ + Node Orchestration + ↙ ↓ ↓ ↓ ↘ +Researcher → Analyzer → Critic → Editor + ↘________↗ (loop until score ≥7 or 3 revisions) + ↓ + Final SWOT Analysis +``` + +## Directory Structure + +``` +src/ +├── api/ # FastAPI backend +│ ├── app.py # Application factory +│ ├── schemas.py # Pydantic models +│ └── routes/ +│ ├── analysis.py # Workflow endpoints +│ └── stocks.py # Stock search endpoint +├── workflow/ # LangGraph workflow +│ ├── graph.py # Workflow definition +│ └── runner.py # Execution wrapper +├── nodes/ # Workflow nodes +├── services/ # Shared services +│ ├── swot_parser.py # SWOT text parsing +│ ├── confidence.py # Confidence calculation +│ └── workflow_store.py # Workflow state management +├── utils/ # Utilities +└── main.py # CLI entry point +``` + +## Core Components + +### 1. Workflow Engine + +Located in `src/workflow/graph.py`, implements the self-correcting workflow: + +- **Entry**: Researcher node +- **Flow**: Researcher → Analyzer → Critic → (conditional) Editor +- **Exit**: Score ≥ 7 OR revision_count ≥ 3 + +### 2. Workflow Nodes + +Located in `src/nodes/`: + +| Node | File | Responsibility | +|------|------|----------------| +| Researcher | `researcher.py` | Gathers data via MCP servers, summarizes with LLM | +| Analyzer | `analyzer.py` | Generates SWOT analysis draft | +| Critic | `critic.py` | Evaluates quality (1-10 score) using rubric | +| Editor | `editor.py` | Revises draft based on critique | + +### 3. MCP Servers + +Located in `mcp-servers/`, providing data aggregation: + +| Server | Data Source | Output | +|--------|-------------|--------| +| financials-basket | SEC EDGAR | Financial statements | +| volatility-basket | Yahoo Finance, FRED | VIX, Beta, IV | +| macro-basket | FRED | GDP, rates, CPI | +| valuation-basket | Yahoo Finance, SEC | P/E, P/B, EV/EBITDA | +| news-basket | Tavily | News articles | +| sentiment-basket | Finnhub | Sentiment scores | + +### 4. State Management + +Defined in `src/state.py`, the workflow state flows through each node: + +```python +state = { + "company_name": str, + "strategy_focus": str, + "raw_data": str, + "draft_report": str, + "critique": str, + "score": int, + "revision_count": int, + "error": str | None +} +``` + +## Data Flow + +1. **Input**: User enters company name via Streamlit UI +2. **Research**: Researcher node queries MCP servers for financial data +3. **Analysis**: Analyzer generates initial SWOT draft +4. **Evaluation**: Critic scores draft (1-10) against rubric +5. **Improvement**: If score < 7 and revisions < 3, Editor revises +6. **Output**: Final SWOT displayed with quality metrics + +## Quality Evaluation + +The Critic node uses a rubric-based system: + +- **Completeness** (25%): All SWOT sections populated +- **Specificity** (25%): Concrete, actionable insights with data +- **Relevance** (25%): Aligned with company context +- **Depth** (25%): Strategic sophistication + +Threshold: Score ≥ 7/10 to pass without revision. + +## Extending the System + +### Adding a New Node + +1. Create `src/nodes/new_node.py`: +```python +def new_node(state: dict) -> dict: + # Process state + state["new_field"] = result + return state +``` + +2. Register in `src/workflow/graph.py`: +```python +workflow.add_node("NewNode", RunnableLambda(new_node)) +workflow.add_edge("PreviousNode", "NewNode") +``` + +### Adding a New MCP Server + +1. Create directory `mcp-servers/new-basket/` +2. Implement server with tool registration +3. Update Researcher node to call new server + +## Observability + +- **LangSmith**: End-to-end workflow tracing (configure via environment variables) +- **Logging**: Python standard logging at INFO/DEBUG levels + +## Error Handling + +- MCP server failures: Graceful degradation, continue with available data +- LLM failures: Retry with fallback providers +- Quality failures: Maximum 3 revision attempts before accepting result diff --git a/docs/configuration.md b/docs/configuration.md new file mode 100644 index 0000000000000000000000000000000000000000..b5d76356a9f9626b079b96ceed626e2a2e9a798b --- /dev/null +++ b/docs/configuration.md @@ -0,0 +1,89 @@ +# Configuration Guide + +## Quick Start + +```bash +cp .env.example .env +# Edit .env with your API keys +``` + +## Environment Variables + +### LLM Providers (at least one required) + +The system uses a fallback chain: Groq → Gemini → OpenRouter + +| Variable | Description | Required | +|----------|-------------|----------| +| `GROQ_API_KEY` | Groq API key (primary, fastest) | Recommended | +| `GROQ_MODEL` | Model name (default: `llama-3.1-8b-instant`) | No | +| `GEMINI_API_KEY` | Google Gemini API key (fallback 1) | No | +| `GEMINI_MODEL` | Model name (default: `gemini-2.0-flash-exp`) | No | +| `OPENROUTER_API_KEY` | OpenRouter API key (fallback 2) | No | +| `OPENROUTER_MODEL` | Model name (default: `google/gemini-2.0-flash-exp:free`) | No | + +### Search API + +| Variable | Description | Required | +|----------|-------------|----------| +| `TAVILY_API_KEY` | Tavily search API for live company data | Yes | + +### MCP Server APIs (optional) + +| Variable | Description | Source | +|----------|-------------|--------| +| `FRED_API_KEY` | Federal Reserve data (VIX) | [fred.stlouisfed.org](https://fred.stlouisfed.org/docs/api/api_key.html) | +| `ALPHA_VANTAGE_API_KEY` | Options implied volatility | [alphavantage.co](https://www.alphavantage.co/support/#api-key) | +| `FINNHUB_API_KEY` | News sentiment data | [finnhub.io](https://finnhub.io/register) | + +### A2A Protocol (optional) + +| Variable | Default | Description | +|----------|---------|-------------| +| `USE_A2A_RESEARCHER` | `false` | Enable A2A mode for Researcher | +| `A2A_RESEARCHER_URL` | HuggingFace Spaces URL | Researcher A2A server endpoint | +| `A2A_TIMEOUT` | `60` | Request timeout in seconds | + +### Observability (optional) + +| Variable | Description | +|----------|-------------| +| `LANGCHAIN_API_KEY` | LangSmith API key | +| `LANGCHAIN_TRACING_V2` | Enable tracing (`true`/`false`) | +| `LANGCHAIN_PROJECT` | Project name in LangSmith | + +## Deployment Environments + +### Local Development + +```bash +cp .env.example .env +# Add your API keys + +# Run Streamlit UI +streamlit run streamlit_app.py + +# Or run FastAPI backend (serves React frontend at localhost:8002) +python -m src.main api +``` + +### Docker + +```bash +docker run --env-file .env -p 7860:7860 ai-strategy-copilot +``` + +### Hugging Face Spaces + +Add secrets in Space Settings → Repository secrets: +- `GROQ_API_KEY` +- `TAVILY_API_KEY` +- (other optional keys) + +## Troubleshooting + +| Error | Solution | +|-------|----------| +| `No LLM provider configured` | Set at least one of: GROQ_API_KEY, GEMINI_API_KEY, OPENROUTER_API_KEY | +| `TAVILY_API_KEY missing` | Required for live company research | +| `MCP server timeout` | Check individual API keys for MCP servers | diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..a547bf36d8d11a4f89c59c144f24795749086dd1 --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/frontend/.storybook/main.ts b/frontend/.storybook/main.ts new file mode 100644 index 0000000000000000000000000000000000000000..78cf7b392992357a3271d930d40cee7fd66e3eab --- /dev/null +++ b/frontend/.storybook/main.ts @@ -0,0 +1,17 @@ +import type { StorybookConfig } from '@storybook/react-vite'; + +const config: StorybookConfig = { + "stories": [ + "../src/**/*.mdx", + "../src/**/*.stories.@(js|jsx|mjs|ts|tsx)" + ], + "addons": [ + "@chromatic-com/storybook", + "@storybook/addon-vitest", + "@storybook/addon-a11y", + "@storybook/addon-docs", + "@storybook/addon-onboarding" + ], + "framework": "@storybook/react-vite" +}; +export default config; \ No newline at end of file diff --git a/frontend/.storybook/preview.tsx b/frontend/.storybook/preview.tsx new file mode 100644 index 0000000000000000000000000000000000000000..6c79ef33db48c837cbc7a7f77e61ccab9193c6d0 --- /dev/null +++ b/frontend/.storybook/preview.tsx @@ -0,0 +1,29 @@ +import type { Preview } from '@storybook/react-vite' +import '../src/index.css' + +const preview: Preview = { + parameters: { + controls: { + matchers: { + color: /(background|color)$/i, + date: /Date$/i, + }, + }, + backgrounds: { + default: 'dark', + values: [ + { name: 'dark', value: '#0a0a0a' }, + { name: 'light', value: '#ffffff' }, + ], + }, + }, + decorators: [ + (Story) => ( +
+ +
+ ), + ], +}; + +export default preview; \ No newline at end of file diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000000000000000000000000000000000000..6b2ccd1766c8d84f945b60c2af4847b677445775 --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,88 @@ +# Instant SWOT Agent - React Frontend + +## Overview + +React-based frontend for Instant SWOT Agent, providing a modern UI for SWOT analysis with real-time workflow visualization. + +## Tech Stack + +- **React 18** with TypeScript +- **Vite** build system +- **Tailwind CSS** + shadcn/ui components +- **TanStack Query** for data fetching +- **React Router** for routing + +## Core Components + +| Component | Purpose | +|-----------|---------| +| `App.tsx` | Main layout, workflow orchestration, state management | +| `ProcessFlow.tsx` | SVG-based visual workflow diagram | +| `StockSearch.tsx` | Autocomplete search with keyboard navigation | +| `ActivityLog.tsx` | Real-time log viewer with auto-scroll | + +## Installation + +```bash +cd frontend +npm install +``` + +## Development + +```bash +# Start dev server (port 5173) +npm run dev + +# Run tests +npm test + +# Type check +npx tsc --noEmit + +# Build for production +npm run build +``` + +## API Integration + +The frontend connects to the FastAPI backend. API endpoints: + +| Endpoint | Method | Purpose | +|----------|--------|---------| +| `/api/stocks/search` | GET | Stock autocomplete | +| `/analyze` | POST | Start analysis workflow | +| `/workflow/{id}/status` | GET | Workflow status polling | +| `/workflow/{id}/result` | GET | Get final results | + +### Environment Variables + +Create `.env` for local development: + +```bash +VITE_API_URL=http://localhost:8002 +``` + +Production builds auto-detect the API URL. + +## Production Deployment + +The frontend is pre-built and served from `/static/` by the FastAPI backend: + +```bash +# Build production bundle +npm run build + +# Copy to static directory +cp -r dist/* ../static/ +``` + +The Dockerfile uses pre-built static files for HuggingFace Spaces deployment. + +## Troubleshooting + +| Issue | Solution | +|-------|----------| +| Dependencies fail | `rm -rf node_modules && npm install` | +| TypeScript errors | `npx tsc --noEmit` to check | +| Port in use | `npm run dev -- --port 3000` | diff --git a/frontend/e2e/app.spec.ts b/frontend/e2e/app.spec.ts new file mode 100644 index 0000000000000000000000000000000000000000..a18aee52abdc6ab14d91ffdc956cdfdcd40df2a2 --- /dev/null +++ b/frontend/e2e/app.spec.ts @@ -0,0 +1,94 @@ +import { test, expect } from '@playwright/test' + +test.describe('Instant SWOT Agent', () => { + test.beforeEach(async ({ page }) => { + await page.goto('/') + }) + + test('should display the home page', async ({ page }) => { + await expect(page.getByText('Instant SWOT Agent')).toBeVisible() + await expect(page.getByPlaceholder('Search U.S. listed companies...')).toBeVisible() + }) + + test('should show empty state message', async ({ page }) => { + await expect(page.getByText('Enter a company name to begin')).toBeVisible() + }) + + test('should toggle between Executive and Full view modes', async ({ page }) => { + const executiveBtn = page.getByRole('button', { name: 'Executive' }) + const fullBtn = page.getByRole('button', { name: 'Full' }) + + await expect(executiveBtn).toBeVisible() + await expect(fullBtn).toBeVisible() + + // Click Executive + await executiveBtn.click() + await expect(executiveBtn).toHaveClass(/bg-primary/) + + // Click Full + await fullBtn.click() + await expect(fullBtn).toHaveClass(/bg-primary/) + }) + + test('should toggle dark mode', async ({ page }) => { + const darkModeBtn = page.locator('button').filter({ has: page.locator('svg') }).last() + + // Check initial state (dark mode) + await expect(page.locator('html')).toHaveClass(/dark/) + + // Toggle to light mode + await darkModeBtn.click() + await expect(page.locator('html')).not.toHaveClass(/dark/) + + // Toggle back to dark mode + await darkModeBtn.click() + await expect(page.locator('html')).toHaveClass(/dark/) + }) + + test('should search for stocks', async ({ page }) => { + const searchInput = page.getByPlaceholder('Search U.S. listed companies...') + + await searchInput.fill('AAPL') + + // Wait for autocomplete dropdown + await expect(page.getByText('Apple')).toBeVisible({ timeout: 5000 }) + }) + + test('should select a stock and show Generate button', async ({ page }) => { + const searchInput = page.getByPlaceholder('Search U.S. listed companies...') + + await searchInput.fill('TSLA') + + // Wait for and click the Tesla option + await page.getByText('Tesla').first().click() + + // Generate button should appear + await expect(page.getByRole('button', { name: /Generate SWOT/i })).toBeVisible() + }) +}) + +test.describe('SWOT Analysis Workflow', () => { + test('should complete full analysis workflow', async ({ page }) => { + // This test requires the backend to be running + test.skip(!!process.env.CI, 'Skipping in CI - requires backend') + + await page.goto('/') + + // Search and select a stock + const searchInput = page.getByPlaceholder('Search U.S. listed companies...') + await searchInput.fill('AAPL') + await page.getByText('Apple').first().click() + + // Click Generate SWOT + await page.getByRole('button', { name: /Generate SWOT/i }).click() + + // Wait for loading state + await expect(page.getByText(/Analyzing/i)).toBeVisible({ timeout: 5000 }) + + // Wait for results (up to 2 minutes for full analysis) + await expect(page.getByText('Strengths')).toBeVisible({ timeout: 120000 }) + await expect(page.getByText('Weaknesses')).toBeVisible() + await expect(page.getByText('Opportunities')).toBeVisible() + await expect(page.getByText('Threats')).toBeVisible() + }) +}) diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js new file mode 100644 index 0000000000000000000000000000000000000000..efafe45dc1cd72b51e6f91643c1b31ba06c11675 --- /dev/null +++ b/frontend/eslint.config.js @@ -0,0 +1,29 @@ +import js from '@eslint/js' +import globals from 'globals' +import reactHooks from 'eslint-plugin-react-hooks' +import reactRefresh from 'eslint-plugin-react-refresh' +import tseslint from 'typescript-eslint' + +export default tseslint.config( + { ignores: ['dist', 'node_modules', '.storybook', 'e2e'] }, + { + extends: [js.configs.recommended, ...tseslint.configs.recommended], + files: ['**/*.{ts,tsx}'], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + }, + plugins: { + 'react-hooks': reactHooks, + 'react-refresh': reactRefresh, + }, + rules: { + ...reactHooks.configs.recommended.rules, + 'react-refresh/only-export-components': [ + 'warn', + { allowConstantExport: true }, + ], + '@typescript-eslint/no-unused-vars': 'warn', + }, + }, +) diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 0000000000000000000000000000000000000000..072a57e8e46c28ad65b5b51b3405b16c37d91667 --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,13 @@ + + + + + + + frontend + + +
+ + + diff --git a/frontend/install_dependencies.sh b/frontend/install_dependencies.sh new file mode 100755 index 0000000000000000000000000000000000000000..3187d8e368c23c034a46e1691fca26e9660b42b0 --- /dev/null +++ b/frontend/install_dependencies.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +echo "🚀 Starting frontend dependency installation..." +echo "This may take several minutes depending on your network speed." + +echo "📦 Installing core dependencies..." +npm install --no-audit --no-fund + +if [ $? -eq 0 ]; then + echo "✅ Dependencies installed successfully!" + + echo "🧪 Running syntax check..." + npx tsc --noEmit + + if [ $? -eq 0 ]; then + echo "✅ TypeScript compilation successful!" + + echo "🚀 Starting development server..." + npm run dev + else + echo "❌ TypeScript compilation failed. Please check for errors." + exit 1 + fi +else + echo "❌ Dependency installation failed. Please try again." + exit 1 +fi \ No newline at end of file diff --git a/frontend/package-lock.json b/frontend/package-lock.json new file mode 100644 index 0000000000000000000000000000000000000000..d2dd7a39c30349337163faae7b0103ed66ddda92 --- /dev/null +++ b/frontend/package-lock.json @@ -0,0 +1,11143 @@ +{ + "name": "frontend", + "version": "0.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "frontend", + "version": "0.0.0", + "dependencies": { + "@hookform/resolvers": "^3.10.0", + "@radix-ui/react-accordion": "^1.2.11", + "@radix-ui/react-alert-dialog": "^1.1.14", + "@radix-ui/react-aspect-ratio": "^1.1.7", + "@radix-ui/react-avatar": "^1.1.10", + "@radix-ui/react-checkbox": "^1.3.2", + "@radix-ui/react-collapsible": "^1.1.11", + "@radix-ui/react-context-menu": "^2.2.15", + "@radix-ui/react-dialog": "^1.1.14", + "@radix-ui/react-dropdown-menu": "^2.1.15", + "@radix-ui/react-hover-card": "^1.1.14", + "@radix-ui/react-label": "^2.1.7", + 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"lint": "eslint .", + "preview": "vite preview", + "test": "vitest", + "test:run": "vitest run", + "test:ui": "vitest --ui", + "test:coverage": "vitest run --coverage", + "test:e2e": "playwright test", + "test:e2e:ui": "playwright test --ui", + "storybook": "storybook dev -p 6006", + "build-storybook": "storybook build" + }, + "dependencies": { + "@hookform/resolvers": "^3.10.0", + "@radix-ui/react-accordion": "^1.2.11", + "@radix-ui/react-alert-dialog": "^1.1.14", + "@radix-ui/react-aspect-ratio": "^1.1.7", + "@radix-ui/react-avatar": "^1.1.10", + "@radix-ui/react-checkbox": "^1.3.2", + "@radix-ui/react-collapsible": "^1.1.11", + "@radix-ui/react-context-menu": "^2.2.15", + "@radix-ui/react-dialog": "^1.1.14", + "@radix-ui/react-dropdown-menu": "^2.1.15", + "@radix-ui/react-hover-card": "^1.1.14", + "@radix-ui/react-label": "^2.1.7", + "@radix-ui/react-menubar": "^1.1.15", + "@radix-ui/react-navigation-menu": "^1.2.13", + "@radix-ui/react-popover": "^1.1.14", + "@radix-ui/react-progress": "^1.1.7", + "@radix-ui/react-radio-group": "^1.3.7", + "@radix-ui/react-scroll-area": "^1.2.9", + "@radix-ui/react-select": "^2.2.5", + "@radix-ui/react-separator": "^1.1.7", + "@radix-ui/react-slider": "^1.3.5", + "@radix-ui/react-slot": "^1.2.3", + "@radix-ui/react-switch": "^1.2.5", + "@radix-ui/react-tabs": "^1.1.12", + "@radix-ui/react-toast": "^1.2.14", + "@radix-ui/react-toggle": "^1.1.9", + "@radix-ui/react-toggle-group": "^1.1.10", + "@radix-ui/react-tooltip": "^1.2.7", + "@tanstack/react-query": "^5.83.0", + "class-variance-authority": "^0.7.1", + "clsx": "^2.1.1", + "cmdk": "^1.1.1", + "date-fns": "^3.6.0", + "embla-carousel-react": "^8.6.0", + "input-otp": "^1.4.2", + "lucide-react": "^0.462.0", + "nanoid": "^5.1.6", + "react": "^18.3.1", + "react-day-picker": "^8.10.1", + "react-dom": "^18.3.1", + "react-hook-form": "^7.61.1", + "react-resizable-panels": "^2.1.9", + "react-router-dom": "^6.30.1", + "recharts": "^2.15.4", + "sonner": "^1.7.4", + "tailwind-merge": "^2.6.0", + "tailwindcss-animate": "^1.0.7", + "vaul": "^0.9.9", + "zod": "^3.25.76" + }, + "devDependencies": { + "@chromatic-com/storybook": "^4.1.3", + "@eslint/js": "^9.32.0", + "@playwright/test": "^1.57.0", + "@storybook/addon-a11y": "^10.1.10", + "@storybook/addon-docs": "^10.1.10", + "@storybook/addon-onboarding": "^10.1.10", + "@storybook/addon-vitest": "^10.1.10", + "@storybook/react-vite": "^10.1.10", + "@tailwindcss/typography": "^0.5.16", + "@testing-library/jest-dom": "^6.9.1", + "@testing-library/react": "^16.3.1", + "@testing-library/user-event": "^14.6.1", + "@types/node": "^22.16.5", + "@types/react": "^18.3.23", + "@types/react-dom": "^18.3.7", + "@vitejs/plugin-react-swc": "^3.11.0", + "@vitest/browser-playwright": "^4.0.16", + "@vitest/coverage-v8": "^4.0.16", + "@vitest/ui": "^4.0.16", + "autoprefixer": "^10.4.21", + "eslint": "^9.32.0", + "eslint-plugin-react-hooks": "^5.2.0", + "eslint-plugin-react-refresh": "^0.4.20", + "eslint-plugin-storybook": "^10.1.10", + "globals": "^15.15.0", + "jsdom": "^27.3.0", + "playwright": "^1.57.0", + "postcss": "^8.5.6", + "storybook": "^10.1.10", + "tailwindcss": "^3.4.17", + "typescript": "^5.8.3", + "typescript-eslint": "^8.38.0", + "vite": "^5.4.19", + "vitest": "^4.0.16" + } +} diff --git a/frontend/playwright.config.ts b/frontend/playwright.config.ts new file mode 100644 index 0000000000000000000000000000000000000000..29a8dfae609534f5f7d2db029b708e7f57ef83b5 --- /dev/null +++ b/frontend/playwright.config.ts @@ -0,0 +1,42 @@ +import { defineConfig, devices } from '@playwright/test' + +export default defineConfig({ + testDir: './e2e', + fullyParallel: true, + forbidOnly: !!process.env.CI, + retries: process.env.CI ? 2 : 0, + workers: process.env.CI ? 1 : undefined, + reporter: 'html', + + use: { + baseURL: 'http://localhost:5173', + trace: 'on-first-retry', + screenshot: 'only-on-failure', + }, + + projects: [ + { + name: 'chromium', + use: { ...devices['Desktop Chrome'] }, + }, + { + name: 'firefox', + use: { ...devices['Desktop Firefox'] }, + }, + { + name: 'webkit', + use: { ...devices['Desktop Safari'] }, + }, + { + name: 'Mobile Chrome', + use: { ...devices['Pixel 5'] }, + }, + ], + + webServer: { + command: 'npm run dev', + url: 'http://localhost:5173', + reuseExistingServer: !process.env.CI, + timeout: 120000, + }, +}) diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000000000000000000000000000000000000..2e7af2b7f1a6f391da1631d93968a9d487ba977d --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/frontend/public/vite.svg b/frontend/public/vite.svg new file mode 100644 index 0000000000000000000000000000000000000000..e7b8dfb1b2a60bd50538bec9f876511b9cac21e3 --- /dev/null +++ b/frontend/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/App.css b/frontend/src/App.css new file mode 100644 index 0000000000000000000000000000000000000000..b9d355df2a5956b526c004531b7b0ffe412461e0 --- /dev/null +++ b/frontend/src/App.css @@ -0,0 +1,42 @@ +#root { + max-width: 1280px; + margin: 0 auto; + padding: 2rem; + text-align: center; +} + +.logo { + height: 6em; + padding: 1.5em; + will-change: filter; + transition: filter 300ms; +} +.logo:hover { + filter: drop-shadow(0 0 2em #646cffaa); +} +.logo.react:hover { + filter: drop-shadow(0 0 2em #61dafbaa); +} + +@keyframes logo-spin { + from { + transform: rotate(0deg); + } + to { + transform: rotate(360deg); + } +} + +@media (prefers-reduced-motion: no-preference) { + a:nth-of-type(2) .logo { + animation: logo-spin infinite 20s linear; + } +} + +.card { + padding: 2em; +} + +.read-the-docs { + color: #888; +} diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx new file mode 100644 index 0000000000000000000000000000000000000000..12da66ada7de43ab1fea5dec68eebec7300feb80 --- /dev/null +++ b/frontend/src/App.tsx @@ -0,0 +1,722 @@ +import { useState, useEffect, useRef, useMemo } from "react" +import { Button } from "@/components/ui/button" +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card" +import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs" +import { Badge } from "@/components/ui/badge" +import { Toaster } from "@/components/ui/toaster" +import { Toaster as Sonner } from "@/components/ui/sonner" +import { TooltipProvider } from "@/components/ui/tooltip" +import { QueryClient, QueryClientProvider } from "@tanstack/react-query" +import { BrowserRouter, Routes, Route } from "react-router-dom" +import { + startAnalysis, + getWorkflowStatus, + getWorkflowResult, + StockResult, + WorkflowStatus, + ActivityLogEntry, + MCPStatus, + LLMStatus, + MetricEntry, +} from "@/lib/api" +import { AnalysisResponse } from "@/lib/types" +import { + TrendingUp, + TrendingDown, + Target, + AlertTriangle, + CheckCircle, + XCircle, + AlertCircle, + BarChart3, + RefreshCw, + Zap, + Play, + Copy, + Download, + Printer, + Check, + Pause, + X, + Loader2, +} from "lucide-react" + +// Import new components +import { ProcessFlow } from "@/components/ProcessFlow" +import { ActivityLog } from "@/components/ActivityLog" +import { StockSearch } from "@/components/StockSearch" +import { MetricsPanel } from "@/components/MetricsPanel" + +const queryClient = new QueryClient() + +const App = () => ( + + + + + + + } /> + } /> + + + + +) + +export default App + +const defaultMCPStatus: MCPStatus = { + financials: 'idle', + valuation: 'idle', + volatility: 'idle', + macro: 'idle', + news: 'idle', + sentiment: 'idle', +} + +const defaultLLMStatus: LLMStatus = { + groq: 'idle', + gemini: 'idle', + openrouter: 'idle', +} + +const Index = () => { + const [selectedStock, setSelectedStock] = useState(null) + const [isLoading, setIsLoading] = useState(false) + const [showResults, setShowResults] = useState(false) + const [mainTab, setMainTab] = useState<"flow" | "results">("flow") + const [analysisResult, setAnalysisResult] = useState(null) + const [workflowId, setWorkflowId] = useState(null) + + // Workflow tracking + const [currentStep, setCurrentStep] = useState('idle') + const [completedSteps, setCompletedSteps] = useState([]) + const [mcpStatus, setMcpStatus] = useState(defaultMCPStatus) + const [llmStatus, setLlmStatus] = useState(defaultLLMStatus) + const [activityLog, setActivityLog] = useState([]) + const [metrics, setMetrics] = useState([]) + const [revisionCount, setRevisionCount] = useState(0) + const [score, setScore] = useState(0) + const [llmProvider, setLlmProvider] = useState('') + const [cacheHit, setCacheHit] = useState(false) + const [isSearching, setIsSearching] = useState(false) + const [isPaused, setIsPaused] = useState(false) + const [hasError, setHasError] = useState(false) + const [isAborted, setIsAborted] = useState(false) + const [abortReason, setAbortReason] = useState('') + const [userEvents, setUserEvents] = useState>([]) + + const [copied, setCopied] = useState(false) + const pollingRef = useRef | null>(null) + + // Helper to add user events to log + const addUserEvent = (message: string) => { + setUserEvents(prev => [...prev, { timestamp: new Date().toISOString(), message }]) + } + + // Extracted polling logic to avoid duplication + const startPolling = (workflowIdToUse: string) => { + if (pollingRef.current) { + clearInterval(pollingRef.current) + } + + pollingRef.current = setInterval(async () => { + try { + const status = await getWorkflowStatus(workflowIdToUse) + setRevisionCount(status.revision_count) + setScore(status.score) + setActivityLog(status.activity_log || []) + setMetrics(status.metrics || []) + // Merge MCP status - preserve failed/partial states (they persist for session) + setMcpStatus(prev => { + const newStatus = status.mcp_status || defaultMCPStatus + return { + financials: prev.financials === 'failed' || prev.financials === 'partial' ? prev.financials : newStatus.financials, + valuation: prev.valuation === 'failed' || prev.valuation === 'partial' ? prev.valuation : newStatus.valuation, + volatility: prev.volatility === 'failed' || prev.volatility === 'partial' ? prev.volatility : newStatus.volatility, + macro: prev.macro === 'failed' || prev.macro === 'partial' ? prev.macro : newStatus.macro, + news: prev.news === 'failed' || prev.news === 'partial' ? prev.news : newStatus.news, + sentiment: prev.sentiment === 'failed' || prev.sentiment === 'partial' ? prev.sentiment : newStatus.sentiment, + } + }) + // Merge LLM status - preserve failed states (they persist for session) + setLlmStatus(prev => { + const newStatus = status.llm_status || defaultLLMStatus + return { + groq: prev.groq === 'failed' ? prev.groq : newStatus.groq, + gemini: prev.gemini === 'failed' ? prev.gemini : newStatus.gemini, + openrouter: prev.openrouter === 'failed' ? prev.openrouter : newStatus.openrouter, + } + }) + if (status.provider_used) setLlmProvider(status.provider_used) + + // Update completed steps - accumulate rather than recalculate to handle loops + const stepOrder = ['input', 'cache', 'researcher', 'analyzer', 'critic', 'editor', 'output'] + setCompletedSteps(prev => { + const newCompleted = new Set(prev) + const currentIdx = stepOrder.indexOf(status.current_step) + + // Mark all steps before current as completed + for (let i = 0; i < currentIdx; i++) { + newCompleted.add(stepOrder[i]) + } + + // Handle Critic ↔ Editor loop: keep editor completed when looping back to critic + if (status.current_step === 'critic' && status.revision_count > 0) { + newCompleted.add('editor') + } + + return Array.from(newCompleted) + }) + + // Only update currentStep for in-progress workflows to prevent output glow flash + if (status.status !== 'completed') { + setCurrentStep(status.current_step) + } + + // Set cacheHit flag for ProcessFlow visualization + if (status.data_source === 'cache') { + setCacheHit(true) + } + + if (status.status === "completed") { + clearInterval(pollingRef.current!) + pollingRef.current = null + + // Check if this was a cache hit + if (status.data_source === 'cache') { + // Cache hit flow - only animate cache and output + setCacheHit(true) + setCurrentStep('cache') + setCompletedSteps(['input']) + + setTimeout(() => { + setCompletedSteps(['input', 'cache']) + setCurrentStep('output') + }, 800) + + setTimeout(async () => { + setCompletedSteps(['input', 'cache', 'output']) + setCurrentStep('completed') + const result = await getWorkflowResult(workflowIdToUse) + setAnalysisResult(result) + setIsLoading(false) + setShowResults(true) + setMainTab("results") + }, 1600) + return + } + + // Normal flow - all steps completed + // Set completed steps BEFORE the async fetch to prevent output from glowing prematurely + // Only mark 'editor' as completed if revisions actually occurred + const finalSteps = status.revision_count > 0 + ? stepOrder + : stepOrder.filter(s => s !== 'editor') + setCompletedSteps(finalSteps) + setCurrentStep('completed') + const result = await getWorkflowResult(workflowIdToUse) + setAnalysisResult(result) + setIsLoading(false) + setShowResults(true) + setMainTab("results") + } else if (status.status === "aborted") { + clearInterval(pollingRef.current!) + pollingRef.current = null + setIsLoading(false) + setIsAborted(true) + setAbortReason(status.error || 'Critical failure - workflow aborted') + } else if (status.status === "error") { + clearInterval(pollingRef.current!) + pollingRef.current = null + setIsLoading(false) + setHasError(true) + } + } catch (error) { + console.error("Polling error:", error) + } + }, 700) + } + + // Button state logic + const buttonState = useMemo(() => { + if (isAborted) return 'aborted' + if (hasError) return 'error' + if (analysisResult && !isLoading) return 'complete' + if (isPaused) return 'paused' + if (isLoading) return 'analyzing' + return 'ready' + }, [isAborted, hasError, analysisResult, isLoading, isPaused]) + + // Pause handler - stop polling + const handlePause = () => { + setIsPaused(true) + if (pollingRef.current) { + clearInterval(pollingRef.current) + pollingRef.current = null + } + } + + // Resume handler - restart polling + const handleResume = () => { + if (!workflowId) return + setIsPaused(false) + startPolling(workflowId) + } + + // Abort handler - cancel workflow + const handleAbort = () => { + if (pollingRef.current) { + clearInterval(pollingRef.current) + pollingRef.current = null + } + setIsLoading(false) + setIsPaused(false) + setHasError(false) + setIsAborted(false) + setAbortReason('') + setCurrentStep('idle') + setCompletedSteps([]) + setAnalysisResult(null) + setShowResults(false) + setMcpStatus(defaultMCPStatus) + setLlmStatus(defaultLLMStatus) + } + + // Force dark mode + useEffect(() => { + document.documentElement.classList.add("dark") + }, []) + + // Export functions + const formatSwotForClipboard = () => { + if (!analysisResult) return '' + return `SWOT Analysis: ${analysisResult.company_name} +Quality Score: ${analysisResult.score}/10 +Revisions: ${analysisResult.revision_count} + +STRENGTHS: +${analysisResult.swot_data.strengths.map(s => `- ${s}`).join('\n')} + +WEAKNESSES: +${analysisResult.swot_data.weaknesses.map(w => `- ${w}`).join('\n')} + +OPPORTUNITIES: +${analysisResult.swot_data.opportunities.map(o => `- ${o}`).join('\n')} + +THREATS: +${analysisResult.swot_data.threats.map(t => `- ${t}`).join('\n')} + +QUALITY EVALUATION: +${analysisResult.critique} + +--- +Generated by Instant SWOT Agent` + } + + const copyToClipboard = async () => { + try { + await navigator.clipboard.writeText(formatSwotForClipboard()) + setCopied(true) + setTimeout(() => setCopied(false), 2000) + } catch (err) { + console.error('Failed to copy:', err) + } + } + + const downloadAsJson = () => { + if (!analysisResult) return + const exportData = { + ...analysisResult, + exported_at: new Date().toISOString() + } + const blob = new Blob([JSON.stringify(exportData, null, 2)], { type: 'application/json' }) + const url = URL.createObjectURL(blob) + const a = document.createElement('a') + a.href = url + a.download = `swot-analysis-${analysisResult.company_name.toLowerCase().replace(/\s+/g, '-')}.json` + document.body.appendChild(a) + a.click() + document.body.removeChild(a) + URL.revokeObjectURL(url) + } + + const handleGenerate = async () => { + if (!selectedStock) return + + addUserEvent(`Analysis started for ${selectedStock.symbol}`) + setIsLoading(true) + setShowResults(false) + setCurrentStep('input') + setCompletedSteps([]) + setMcpStatus(defaultMCPStatus) + setLlmStatus(defaultLLMStatus) + setActivityLog([]) + setMetrics([]) + setRevisionCount(0) + setScore(0) + setCacheHit(false) + setIsPaused(false) + setHasError(false) + setIsAborted(false) + setAbortReason('') + setAnalysisResult(null) + + try { + const { workflow_id } = await startAnalysis( + selectedStock.name, + selectedStock.symbol, + 'Competitive Position' + ) + setWorkflowId(workflow_id) + setCompletedSteps(['input']) + setCurrentStep('cache') + startPolling(workflow_id) + + } catch (error) { + console.error("Error starting analysis:", error) + setIsLoading(false) + setHasError(true) + } + } + + useEffect(() => { + return () => { + if (pollingRef.current) { + clearInterval(pollingRef.current) + } + } + }, []) + + const getScoreColor = (score: number) => { + if (score >= 7) return "text-emerald-400" + if (score >= 5) return "text-yellow-400" + return "text-red-400" + } + + const getScoreBadge = (score: number) => { + if (score >= 7) + return { label: "Board-ready", variant: "default" as const, icon: CheckCircle } + if (score >= 5) + return { label: "Acceptable", variant: "secondary" as const, icon: AlertCircle } + return { label: "Needs Review", variant: "destructive" as const, icon: XCircle } + } + + const handleStockClear = () => { + setSelectedStock(null) + setShowResults(false) + setAnalysisResult(null) + setCurrentStep('idle') + setCompletedSteps([]) + setActivityLog([]) + setMetrics([]) + setUserEvents([]) + setHasError(false) + setIsAborted(false) + setAbortReason('') + setMcpStatus(defaultMCPStatus) + setLlmStatus(defaultLLMStatus) + } + + return ( + setMainTab(v as "flow" | "results")} className="min-h-screen bg-background"> + {/* Header */} +
+
+
+
+

+ Instant SWOT Agent +

+

+ with self-correcting feedback +

+
+
+ { + setSelectedStock(stock) + addUserEvent(`Selected: ${stock.name} (${stock.symbol})`) + }} + selectedStock={selectedStock} + onClear={handleStockClear} + disabled={isLoading} + onSearchChange={setIsSearching} + /> +
+ {/* Dynamic Submit/Control Buttons */} +
+ {buttonState === 'ready' && ( + + )} + + {buttonState === 'analyzing' && ( + <> + + + + )} + + {buttonState === 'paused' && ( + <> + + + + )} + + {buttonState === 'complete' && ( + + )} + + {buttonState === 'error' && ( + + )} + + {buttonState === 'aborted' && ( + + )} +
+
+
+
+ +
+ + {/* Process Flow + Metrics Panel */} +
+
+ +
+
+ +
+
+ + {/* Flow Tab - Activity Log during loading */} + {(isLoading || showResults) && ( + + {isLoading && } + + )} + + {/* Results Tab - SWOT cards + metrics */} + {(isLoading || showResults) && ( + + {analysisResult && ( +
+ {/* Results Header */} +
+
+

+ {analysisResult.company_name} ({selectedStock?.symbol}) +

+

+ {selectedStock?.exchange} +

+
+
+ {/* Metrics */} +
+
+

Score

+

+ {analysisResult.score}/10 +

+
+
+

Revisions

+

+ {analysisResult.revision_count} +

+
+
+ + {(() => { + const BadgeIcon = getScoreBadge(analysisResult.score).icon + return + })()} + {getScoreBadge(analysisResult.score).label} + +
+
+ + {/* Export Buttons */} +
+ + + +
+ + {/* SWOT Cards */} +
+ {/* Strengths Card */} + + + + + Strengths + + + +
    + {analysisResult.swot_data.strengths.map((item, i) => ( +
  • + + {item} +
    • + ))} +
+ + + + {/* Weaknesses Card */} + + + + + Weaknesses + + + +
    + {analysisResult.swot_data.weaknesses.map((item, i) => ( +
  • + + {item} +
    • + ))} +
+ + + + {/* Opportunities Card */} + + + + + Opportunities + + + +
    + {analysisResult.swot_data.opportunities.map((item, i) => ( +
  • + + {item} +
    • + ))} +
+ + + + {/* Threats Card */} + + + + + Threats + + + +
    + {analysisResult.swot_data.threats.map((item, i) => ( +
  • + + {item} +
    • + ))} +
+ + +
+ + {/* Critic Evaluation */} + + + + + Quality Evaluation + + + +

+ {analysisResult.critique} +

+ + +
+ )} + + )} +
+ + + ) +} + +const NotFound = () => ( +
+
+

404

+

Page Not Found

+ +
+
+) diff --git a/frontend/src/assets/react.svg b/frontend/src/assets/react.svg new file mode 100644 index 0000000000000000000000000000000000000000..6c87de9bb3358469122cc991d5cf578927246184 --- /dev/null +++ b/frontend/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/components/ActivityLog.test.tsx b/frontend/src/components/ActivityLog.test.tsx new file mode 100644 index 0000000000000000000000000000000000000000..8f489bff9485dd2476a0ee64ffe6910537076ef9 --- /dev/null +++ b/frontend/src/components/ActivityLog.test.tsx @@ -0,0 +1,58 @@ +import { describe, it, expect } from 'vitest' +import { render, screen } from '@testing-library/react' +import { ActivityLog } from './ActivityLog' +import type { ActivityLogEntry } from '@/lib/api' + +describe('ActivityLog', () => { + const mockEntries: ActivityLogEntry[] = [ + { + timestamp: '2024-01-15T10:30:00.000Z', + step: 'input', + message: 'User selected Tesla, Inc. (TSLA)', + }, + { + timestamp: '2024-01-15T10:30:01.000Z', + step: 'researcher', + message: 'Fetching data from 6 MCP servers', + }, + { + timestamp: '2024-01-15T10:30:05.000Z', + step: 'analyzer', + message: 'Synthesizing SWOT analysis', + }, + ] + + it('renders the Activity Log header', () => { + render() + expect(screen.getByText('Activity Log')).toBeInTheDocument() + }) + + it('shows empty state when no entries', () => { + render() + expect(screen.getByText(/No activity yet/i)).toBeInTheDocument() + }) + + it('renders log entries', () => { + render() + + expect(screen.getByText('User selected Tesla, Inc. (TSLA)')).toBeInTheDocument() + expect(screen.getByText('Fetching data from 6 MCP servers')).toBeInTheDocument() + expect(screen.getByText('Synthesizing SWOT analysis')).toBeInTheDocument() + }) + + it('displays step labels in brackets', () => { + render() + + expect(screen.getByText('[input]')).toBeInTheDocument() + expect(screen.getByText('[researcher]')).toBeInTheDocument() + expect(screen.getByText('[analyzer]')).toBeInTheDocument() + }) + + it('formats timestamps in local time', () => { + render() + + // Timestamps should be formatted (exact format depends on locale) + const timeElements = screen.getAllByText(/\d{1,2}:\d{2}:\d{2}/i) + expect(timeElements.length).toBeGreaterThan(0) + }) +}) diff --git a/frontend/src/components/ActivityLog.tsx b/frontend/src/components/ActivityLog.tsx new file mode 100644 index 0000000000000000000000000000000000000000..4893feda62179067a3e02a77da5048b0258340ac --- /dev/null +++ b/frontend/src/components/ActivityLog.tsx @@ -0,0 +1,130 @@ +import { useEffect, useRef } from "react" +import { cn } from "@/lib/utils" +import { + User, + Database, + Search, + Brain, + MessageSquare, + Edit3, + FileOutput, + Server, + AlertCircle, +} from "lucide-react" +import type { ActivityLogEntry } from "@/lib/api" + +interface ActivityLogProps { + entries: ActivityLogEntry[] + className?: string +} + +const stepIcons: Record = { + input: User, + cache: Database, + researcher: Search, + analyzer: Brain, + critic: MessageSquare, + editor: Edit3, + output: FileOutput, + financials: Server, + valuation: Server, + volatility: Server, + macro: Server, + news: Server, + sentiment: Server, + error: AlertCircle, +} + +const stepColors: Record = { + input: 'text-blue-400', + cache: 'text-yellow-400', + researcher: 'text-purple-400', + analyzer: 'text-cyan-400', + critic: 'text-orange-400', + editor: 'text-pink-400', + output: 'text-emerald-400', + financials: 'text-gray-400', + valuation: 'text-gray-400', + volatility: 'text-gray-400', + macro: 'text-gray-400', + news: 'text-gray-400', + sentiment: 'text-gray-400', + error: 'text-red-400', +} + +function formatTimestamp(isoTimestamp: string): string { + try { + const date = new Date(isoTimestamp) + return date.toLocaleTimeString(undefined, { + hour: '2-digit', + minute: '2-digit', + second: '2-digit', + hour12: true, + }) + } catch { + return '--:--:--' + } +} + +function LogEntry({ entry }: { entry: ActivityLogEntry }) { + const Icon = stepIcons[entry.step.toLowerCase()] || AlertCircle + const colorClass = stepColors[entry.step.toLowerCase()] || 'text-gray-400' + + return ( +
+ + {formatTimestamp(entry.timestamp)} + +
+ +
+
+ + [{entry.step}] + + + {entry.message} + +
+
+ ) +} + +export function ActivityLog({ entries, className }: ActivityLogProps) { + const scrollRef = useRef(null) + + // Auto-scroll to bottom when new entries are added + useEffect(() => { + if (scrollRef.current) { + scrollRef.current.scrollTop = scrollRef.current.scrollHeight + } + }, [entries]) + + return ( +
+
+

+ Activity Log +

+
+
+ {entries.length === 0 ? ( +
+ No activity yet. Start an analysis to see real-time updates. +
+ ) : ( +
+ {entries.map((entry, index) => ( + + ))} +
+ )} +
+
+ ) +} + +export default ActivityLog diff --git a/frontend/src/components/MetricsPanel.tsx b/frontend/src/components/MetricsPanel.tsx new file mode 100644 index 0000000000000000000000000000000000000000..6d0ac479c8117c25b8068437965520d312bbbba3 --- /dev/null +++ b/frontend/src/components/MetricsPanel.tsx @@ -0,0 +1,178 @@ +import React, { useEffect, useRef } from "react" +import { Download } from "lucide-react" +import type { MetricEntry, ActivityLogEntry } from "@/lib/api" + +interface UserEvent { + timestamp: string + message: string +} + +interface MetricsPanelProps { + metrics: MetricEntry[] + activityLog: ActivityLogEntry[] + currentStep: string + revisionCount: number + score: number + isTyping?: boolean + userEvents?: UserEvent[] +} + +function formatTime(timestamp: string): string { + try { + const date = new Date(timestamp) + return date.toLocaleTimeString('en-US', { + hour12: false, + hour: '2-digit', + minute: '2-digit', + second: '2-digit' + }) + } catch { + return '' + } +} + +function formatValue(value: string | number): string { + if (typeof value === "number") { + if (Math.abs(value) >= 1e9) return `$${(value / 1e9).toFixed(1)}B` + if (Math.abs(value) >= 1e6) return `$${(value / 1e6).toFixed(1)}M` + if (Math.abs(value) < 100) return value.toFixed(2) + return value.toLocaleString() + } + return String(value) +} + +function getCurrentTime(): string { + return new Date().toLocaleTimeString('en-US', { + hour12: false, + hour: '2-digit', + minute: '2-digit', + second: '2-digit' + }) +} + +export function MetricsPanel({ + metrics, + activityLog, + currentStep, + revisionCount, + score, + isTyping = false, + userEvents = [], +}: MetricsPanelProps) { + const logRef = useRef(null) + + // Auto-scroll to bottom when new entries arrive + useEffect(() => { + if (logRef.current) { + logRef.current.scrollTop = logRef.current.scrollHeight + } + }, [metrics, activityLog, isTyping, userEvents]) + + // Combine and sort all log entries + const allEntries = React.useMemo(() => { + const entries: Array<{ time: string; text: string; type: 'metric' | 'activity' | 'user' }> = [] + + // Add user events first + for (const e of userEvents) { + entries.push({ + time: formatTime(e.timestamp), + text: `[user] ${e.message}`, + type: 'user' + }) + } + + // Add metrics + for (const m of metrics) { + entries.push({ + time: formatTime(m.timestamp), + text: `[${m.source}] ${m.metric}: ${formatValue(m.value)}`, + type: 'metric' + }) + } + + // Add activity log + for (const a of activityLog) { + entries.push({ + time: formatTime(a.timestamp), + text: `[${a.step}] ${a.message}`, + type: 'activity' + }) + } + + // Sort by timestamp + return entries.sort((a, b) => a.time.localeCompare(b.time)) + }, [metrics, activityLog, userEvents]) + + // Download log as text file + const handleDownload = () => { + const logContent = allEntries.map(e => `${e.time} ${e.text}`).join('\n') + const blob = new Blob([logContent], { type: 'text/plain' }) + const url = URL.createObjectURL(blob) + const a = document.createElement('a') + a.href = url + a.download = `analysis-log-${new Date().toISOString().split('T')[0]}.txt` + document.body.appendChild(a) + a.click() + document.body.removeChild(a) + URL.revokeObjectURL(url) + } + + return ( +
+ {/* Header */} +
+ Log + +
+ + {/* Log content */} +
+ {allEntries.length === 0 && !isTyping ? ( +
Waiting for input...
+ ) : ( + <> + {allEntries.map((entry, i) => ( +
+ {entry.time} + {' '} + + {entry.text} + +
+ ))} + {/* Live typing indicator */} + {isTyping && ( +
+ {getCurrentTime()} + {' '} + [user] Typing... +
+ )} + + )} +
+ + {/* Footer */} +
+ Step: {currentStep} + {revisionCount > 0 && Rev #{revisionCount}} +
+
+ ) +} + +export default MetricsPanel diff --git a/frontend/src/components/ProcessFlow.tsx b/frontend/src/components/ProcessFlow.tsx new file mode 100644 index 0000000000000000000000000000000000000000..8a0fd1dfef08d3c0e658d81b597ca5826a96dcd8 --- /dev/null +++ b/frontend/src/components/ProcessFlow.tsx @@ -0,0 +1,536 @@ +import React, { useMemo } from "react" +import { cn } from "@/lib/utils" +import { + User, + Database, + Search, + Brain, + MessageSquare, + Edit3, + FileOutput, + Server, + Loader2, + Network, + GitBranch, + TrendingUp, + DollarSign, + BarChart3, + Globe, + Newspaper, + Heart, +} from "lucide-react" +import type { MCPStatus, LLMStatus } from "@/lib/api" + +// === TYPES === + +type NodeStatus = 'idle' | 'executing' | 'completed' | 'failed' | 'skipped' +type CacheState = 'idle' | 'hit' | 'miss' | 'checking' + +interface ProcessFlowProps { + currentStep: string + completedSteps: string[] + mcpStatus: MCPStatus + llmStatus?: LLMStatus + llmProvider?: string + cacheHit?: boolean + stockSelected?: boolean + isSearching?: boolean + revisionCount?: number + isAborted?: boolean +} + +// === CONSTANTS === + +const NODE_SIZE = 44 +const ICON_SIZE = 24 +const MCP_SIZE = 36 +const MCP_ICON_SIZE = 20 +const LLM_WIDTH = 64 +const LLM_HEIGHT = 24 + +const GAP = 72 +const CONNECTOR_PAD = 2 +const GROUP_PAD = 4 + +// ADJUSTED VALUES FOR TIGHT FIT +const ROW_GAP = 68 // Slight reduction to tighten vertical flow +const ROW1_Y = 48 // Increased for labels above containers +const ROW2_Y = ROW1_Y + ROW_GAP +const ROW3_Y = ROW2_Y + ROW_GAP +// SVG dimensions +const SVG_HEIGHT = 218 // Exact content height - scales to fill container +const NODE_COUNT = 7 +const FLOW_WIDTH = GAP * (NODE_COUNT - 1) + NODE_SIZE +const SVG_WIDTH = FLOW_WIDTH // Match content width exactly +const FLOW_START_X = NODE_SIZE / 2 // Left-aligned with half-node margin + +const NODES = { + input: { x: FLOW_START_X, y: ROW1_Y }, + cache: { x: FLOW_START_X + GAP, y: ROW1_Y }, + a2a: { x: FLOW_START_X + GAP * 2, y: ROW1_Y }, + analyzer: { x: FLOW_START_X + GAP * 3, y: ROW1_Y }, + critic: { x: FLOW_START_X + GAP * 4, y: ROW1_Y }, + editor: { x: FLOW_START_X + GAP * 5, y: ROW1_Y }, + output: { x: FLOW_START_X + GAP * 6, y: ROW1_Y }, + exchange: { x: FLOW_START_X, y: ROW2_Y }, + researcher: { x: FLOW_START_X + GAP * 2, y: ROW3_Y }, +} + +const MCP_START_X = NODES.researcher.x + NODE_SIZE / 2 + 40 +const MCP_GAP = 38 +const MCP_SERVERS = [ + { id: 'financials', label: 'Financials', icon: TrendingUp, x: MCP_START_X }, + { id: 'valuation', label: 'Valuation', icon: DollarSign, x: MCP_START_X + MCP_GAP }, + { id: 'volatility', label: 'Volatility', icon: BarChart3, x: MCP_START_X + MCP_GAP * 2 }, + { id: 'macro', label: 'Macro', icon: Globe, x: MCP_START_X + MCP_GAP * 3 }, + { id: 'news', label: 'News', icon: Newspaper, x: MCP_START_X + MCP_GAP * 4 }, + { id: 'sentiment', label: 'Sentiment', icon: Heart, x: MCP_START_X + MCP_GAP * 5 }, +] + +const AGENTS_CENTER_X = (NODES.analyzer.x + NODES.editor.x) / 2 +const LLM_GAP = 68 // LLM_WIDTH (64) + 4px spacing +const LLM_PROVIDERS = [ + { id: 'groq', name: 'Groq', x: AGENTS_CENTER_X - LLM_GAP }, + { id: 'gemini', name: 'Gemini', x: AGENTS_CENTER_X }, + { id: 'openrouter', name: 'OpenRouter', x: AGENTS_CENTER_X + LLM_GAP }, +] + +const AGENTS_GROUP = { + x: NODES.analyzer.x - NODE_SIZE / 2 - GROUP_PAD, + y: ROW1_Y - NODE_SIZE / 2 - GROUP_PAD, + width: NODES.editor.x - NODES.analyzer.x + NODE_SIZE + GROUP_PAD * 2, + height: NODE_SIZE + GROUP_PAD * 2, +} + +const LLM_GROUP = { + x: LLM_PROVIDERS[0].x - LLM_WIDTH / 2 - GROUP_PAD, + y: ROW2_Y - LLM_HEIGHT / 2 - GROUP_PAD, + width: LLM_PROVIDERS[2].x - LLM_PROVIDERS[0].x + LLM_WIDTH + GROUP_PAD * 2, + height: LLM_HEIGHT + GROUP_PAD * 2, +} + +const MCP_GROUP = { + x: MCP_SERVERS[0].x - MCP_SIZE / 2 - GROUP_PAD, + y: ROW3_Y - MCP_SIZE / 2 - GROUP_PAD, + width: MCP_SERVERS[5].x - MCP_SERVERS[0].x + MCP_SIZE + GROUP_PAD * 2, + height: MCP_SIZE + GROUP_PAD * 2, +} + +// === HELPER FUNCTIONS === + +function normalizeStep(step: string): string { + const lower = step.toLowerCase() + if (lower === 'completed') return 'output' + return lower +} + +function getNodeStatus( + stepId: string, + currentStep: string, + completedSteps: string[], + cacheHit?: boolean +): NodeStatus { + const normalizedCurrent = normalizeStep(currentStep) + const normalizedCompleted = completedSteps.map(normalizeStep) + + // On cache hit, intermediate steps stay idle (not completed) + if (cacheHit && ['researcher', 'analyzer', 'critic', 'editor', 'a2a'].includes(stepId)) { + return 'idle' + } + + if (normalizedCompleted.includes(stepId)) return 'completed' + if (normalizedCurrent === stepId) return 'executing' + return 'idle' +} + +// === SVG SUB-COMPONENTS === + +function ArrowMarkers() { + return ( + + {['idle', 'executing', 'completed', 'failed'].map((status) => ( + + {/* Forward arrow (end) */} + + + + {/* Reverse arrow (start) for bidirectional */} + + + + + ))} + + ) +} + +function SVGNode({ + x, + y, + icon: Icon, + label, + label2, + status, + isDiamond = false, + cacheState, + isAgent = false, + hasBorder = true, + labelPosition = 'below', + flipIcon = false, +}: { + x: number + y: number + icon: React.ElementType + label: string + label2?: string + status: NodeStatus + isDiamond?: boolean + cacheState?: CacheState + isAgent?: boolean + hasBorder?: boolean + labelPosition?: 'above' | 'below' + flipIcon?: boolean +}) { + const isExecuting = status === 'executing' || cacheState === 'checking' + const opacity = status === 'idle' && !cacheState ? 0.7 : status === 'skipped' ? 0.7 : 1 + const strokeWidth = hasBorder ? 1 : 0 + + // Label positioning + const labelY = labelPosition === 'above' + ? y - NODE_SIZE / 2 - (label2 ? 16 : 8) + : y + NODE_SIZE / 2 + 10 + + return ( + + + +
+ {isExecuting ? ( + + ) : ( + + )} +
+ + + {label} + {label2 && ( + {label2} + )} + + + ) +} + +// === MAIN COMPONENT === + +export function ProcessFlow({ + currentStep, + completedSteps, + mcpStatus, + llmStatus, + llmProvider = 'groq', + cacheHit = false, + stockSelected = false, + isSearching = false, + revisionCount = 0, + isAborted = false, +}: ProcessFlowProps) { + + // Logic derivations - when aborted, stop all executing states + const inputStatus = stockSelected ? 'completed' : getNodeStatus('input', currentStep, completedSteps, cacheHit) + const exchangeStatus = stockSelected ? 'completed' : isSearching ? 'executing' : 'idle' + + // When aborted, freeze agent nodes at their last completed state (no executing) + const analyzerStatus = isAborted + ? (completedSteps.includes('analyzer') ? 'completed' : 'idle') + : getNodeStatus('analyzer', currentStep, completedSteps, cacheHit) + const criticStatus = isAborted + ? (completedSteps.includes('critic') ? 'completed' : 'idle') + : getNodeStatus('critic', currentStep, completedSteps, cacheHit) + const editorStatus = isAborted + ? (completedSteps.includes('editor') ? 'completed' : 'idle') + : getNodeStatus('editor', currentStep, completedSteps, cacheHit) + const outputStatus = isAborted + ? (completedSteps.includes('output') ? 'completed' : 'idle') + : getNodeStatus('output', currentStep, completedSteps, cacheHit) + const researcherStatus = isAborted + ? (completedSteps.includes('researcher') ? 'completed' : 'idle') + : getNodeStatus('researcher', currentStep, completedSteps, cacheHit) + const a2aStatus = isAborted + ? (completedSteps.includes('researcher') ? 'completed' : 'idle') + : (researcherStatus === 'executing' ? 'executing' : researcherStatus === 'completed' ? 'completed' : 'idle') + + const cacheState: CacheState = useMemo(() => { + if (currentStep === 'cache') return 'checking' + if (completedSteps.includes('cache')) return cacheHit ? 'hit' : 'miss' + return 'idle' + }, [currentStep, completedSteps, cacheHit]) + + // Completion halo: workflow completed successfully + // Editor is optional (only runs if score < 7), so we check for essential steps + output + const allDone = useMemo(() => { + const normalizedCompleted = completedSteps.map(normalizeStep) + const essentialSteps = ['input', 'cache', 'researcher', 'analyzer', 'critic', 'output'] + return essentialSteps.every(s => normalizedCompleted.includes(s)) + }, [completedSteps]) + + const conn = (from: NodeStatus | CacheState, to: NodeStatus): NodeStatus => { + if (from === 'completed' || from === 'miss' || from === 'hit') { + return to === 'idle' ? 'idle' : to === 'executing' ? 'executing' : 'completed' + } + return 'idle' + } + + // Positioning helpers + const nodeRight = (n: { x: number }) => n.x + NODE_SIZE / 2 + CONNECTOR_PAD + const nodeLeft = (n: { x: number }) => n.x - NODE_SIZE / 2 - CONNECTOR_PAD + const nodeBottom = (n: { y: number }) => n.y + NODE_SIZE / 2 + CONNECTOR_PAD + const nodeTop = (n: { y: number }) => n.y - NODE_SIZE / 2 - CONNECTOR_PAD + // Diamond corners (rotated 45°, half-diagonal = NODE_SIZE * sqrt(2) / 2) + const diamondLeft = (n: { x: number }) => n.x - NODE_SIZE * Math.sqrt(2) / 2 - CONNECTOR_PAD + const diamondRight = (n: { x: number }) => n.x + NODE_SIZE * Math.sqrt(2) / 2 + CONNECTOR_PAD + + return ( +
+
+ + + + {/* Group Backgrounds */} + + + + + {/* Completion Halo - around OUTPUT node when workflow completes successfully */} + {allDone && !isAborted && ( + + )} + + {/* Row 1 Rightward Connectors */} + + + + + {/* Critic → Editor connector - only lights up when editor actually runs */} + + {/* Editor → Critic loop (curved path below) - shows when revision loop is active */} + 0 && (editorStatus === 'completed' || criticStatus === 'executing') ? 'completed' : 'idle'})`} + className={cn("pf-connector", `pf-connector-${revisionCount > 0 && (editorStatus === 'completed' || criticStatus === 'executing') ? 'completed' : 'idle'}`)} + /> + {/* Editor → Output connector - only lights up when editor ran */} + + {/* Critic → Output direct path (curved above) - shows when editor is skipped */} + + + {/* Researcher ↔ MCP block connector (bidirectional) */} + + + {/* Bidirectional Vertical Connectors */} + {/* User Input ↔ Exchange */} + + + {/* A2A ↔ Researcher */} + + + {/* Agent Group ↔ LLM Group (Orchestration connector) */} + + + {/* Row 1 Nodes - labels above */} + + + + + + + + + {/* Row 2 & 3 Nodes - labels below */} + + + + {/* LLM Providers - with borders */} + {LLM_PROVIDERS.map((llm) => { + // Check actual provider status from backend + const providerStatus = llmStatus?.[llm.id as keyof LLMStatus]; + const isFailed = providerStatus === 'failed'; + const isProviderCompleted = providerStatus === 'completed'; + + // Only show executing if agents are active AND this provider hasn't failed/completed yet + const agentsActive = analyzerStatus === 'executing' || criticStatus === 'executing' || editorStatus === 'executing'; + const isActive = agentsActive && !isFailed && !isProviderCompleted; + + // Only the actually used provider shows as completed (from backend llmStatus) + const status = isFailed ? 'failed' : isProviderCompleted ? 'completed' : isActive ? 'executing' : 'idle'; + return ( + + + + {llm.name} + + + ) + })} + + {/* MCP Servers */} + {MCP_SERVERS.map((mcp) => { + // Check actual MCP status from backend + const serverStatus = mcpStatus[mcp.id as keyof MCPStatus]; + const isFailed = serverStatus === 'failed'; + const isPartial = serverStatus === 'partial'; + const isServerCompleted = serverStatus === 'completed'; + + // Determine visual status: failed/partial take precedence (persist for session) + const status = isFailed ? 'failed' : + isPartial ? 'partial' : + isServerCompleted ? 'completed' : + researcherStatus === 'executing' ? 'executing' : 'idle'; + const Icon = mcp.icon; + return ( + + + +
+ +
+ + {mcp.label} + + ) + })} + + {/* MCP Group Label */} + + Custom MCP Servers + + + +
+
+ ) +} + +export default ProcessFlow diff --git a/frontend/src/components/StockSearch.tsx b/frontend/src/components/StockSearch.tsx new file mode 100644 index 0000000000000000000000000000000000000000..b2e5814bcc9e97e3271f241d60bdadb037088308 --- /dev/null +++ b/frontend/src/components/StockSearch.tsx @@ -0,0 +1,261 @@ +import { useState, useEffect, useRef, useCallback } from "react" +import { cn } from "@/lib/utils" +import { Input } from "@/components/ui/input" +import { Search, X, Check, Loader2, ChevronLeft, ChevronRight } from "lucide-react" +import { searchStocks, StockResult } from "@/lib/api" + +interface StockSearchProps { + onSelect: (stock: StockResult) => void + disabled?: boolean + selectedStock?: StockResult | null + onClear?: () => void + onSearchChange?: (isSearching: boolean) => void +} + +export function StockSearch({ + onSelect, + disabled = false, + selectedStock, + onClear, + onSearchChange, +}: StockSearchProps) { + const [query, setQuery] = useState("") + const [results, setResults] = useState([]) + const [isOpen, setIsOpen] = useState(false) + const [isLoading, setIsLoading] = useState(false) + const [highlightedIndex, setHighlightedIndex] = useState(0) + const inputRef = useRef(null) + const listRef = useRef(null) + const debounceRef = useRef() + const nameScrollRef = useRef(null) + + const scrollName = (direction: 'left' | 'right') => { + if (nameScrollRef.current) { + const scrollAmount = direction === 'left' ? -80 : 80 + nameScrollRef.current.scrollBy({ left: scrollAmount, behavior: 'smooth' }) + } + } + + // Debounced search + const performSearch = useCallback(async (searchQuery: string) => { + if (searchQuery.length < 1) { + setResults([]) + setIsOpen(false) + return + } + + setIsLoading(true) + try { + const response = await searchStocks(searchQuery) + setResults(response.results) + setIsOpen(response.results.length > 0) + setHighlightedIndex(0) + } catch (error) { + console.error("Stock search error:", error) + setResults([]) + } finally { + setIsLoading(false) + } + }, []) + + useEffect(() => { + if (debounceRef.current) { + clearTimeout(debounceRef.current) + } + + debounceRef.current = setTimeout(() => { + performSearch(query) + }, 150) // 150ms debounce + + return () => { + if (debounceRef.current) { + clearTimeout(debounceRef.current) + } + } + }, [query, performSearch]) + + // Notify parent when search state changes + useEffect(() => { + onSearchChange?.(query.length > 0) + }, [query, onSearchChange]) + + // Keyboard navigation + const handleKeyDown = (e: React.KeyboardEvent) => { + if (!isOpen) return + + switch (e.key) { + case "ArrowDown": + e.preventDefault() + setHighlightedIndex((prev) => + prev < results.length - 1 ? prev + 1 : prev + ) + break + case "ArrowUp": + e.preventDefault() + setHighlightedIndex((prev) => (prev > 0 ? prev - 1 : 0)) + break + case "Enter": + e.preventDefault() + if (results[highlightedIndex]) { + handleSelect(results[highlightedIndex]) + } + break + case "Escape": + e.preventDefault() + setIsOpen(false) + inputRef.current?.blur() + break + } + } + + const handleSelect = (stock: StockResult) => { + onSelect(stock) + setQuery("") + setIsOpen(false) + setResults([]) + } + + const handleClear = () => { + setQuery("") + setResults([]) + setIsOpen(false) + onClear?.() + inputRef.current?.focus() + } + + // Close on click outside + useEffect(() => { + const handleClickOutside = (e: MouseEvent) => { + if ( + listRef.current && + !listRef.current.contains(e.target as Node) && + inputRef.current && + !inputRef.current.contains(e.target as Node) + ) { + setIsOpen(false) + } + } + + document.addEventListener("mousedown", handleClickOutside) + return () => document.removeEventListener("mousedown", handleClickOutside) + }, []) + + // Show selected stock + if (selectedStock) { + return ( +
+
+ + +
+ + {selectedStock.name} + + + ({selectedStock.symbol}) + +
+ + + {selectedStock.exchange} + + {!disabled && ( + + )} +
+
+ ) + } + + return ( +
+
+ + setQuery(e.target.value)} + onKeyDown={handleKeyDown} + onFocus={() => query.length > 0 && results.length > 0 && setIsOpen(true)} + placeholder="Search U.S. listed companies..." + disabled={disabled} + className="pl-10 pr-10 bg-background border-input text-foreground focus:border-primary" + /> + {isLoading && ( + + )} + {!isLoading && query && ( + + )} +
+ + {/* Dropdown */} + {isOpen && results.length > 0 && ( +
+
+ {results.map((stock, index) => ( + + ))} +
+
+ ↑↓ navigate · Enter select · Esc close +
+
+ )} +
+ ) +} + +export default StockSearch diff --git a/frontend/src/components/ViewModeToggle.test.tsx b/frontend/src/components/ViewModeToggle.test.tsx new file mode 100644 index 0000000000000000000000000000000000000000..67e597752c2874f388e56b6b8e9f793eeeeb1924 --- /dev/null +++ b/frontend/src/components/ViewModeToggle.test.tsx @@ -0,0 +1,47 @@ +import { describe, it, expect, vi } from 'vitest' +import { render, screen, fireEvent } from '@testing-library/react' +import { ViewModeToggle } from './ViewModeToggle' + +describe('ViewModeToggle', () => { + it('renders Executive and Full buttons', () => { + const onChange = vi.fn() + render() + + expect(screen.getByRole('button', { name: 'Executive' })).toBeInTheDocument() + expect(screen.getByRole('button', { name: 'Full' })).toBeInTheDocument() + }) + + it('highlights the selected mode', () => { + const onChange = vi.fn() + const { rerender } = render() + + const executiveBtn = screen.getByRole('button', { name: 'Executive' }) + const fullBtn = screen.getByRole('button', { name: 'Full' }) + + expect(executiveBtn).toHaveClass('bg-primary') + expect(fullBtn).not.toHaveClass('bg-primary') + + rerender() + + expect(executiveBtn).not.toHaveClass('bg-primary') + expect(fullBtn).toHaveClass('bg-primary') + }) + + it('calls onChange when clicking a different mode', () => { + const onChange = vi.fn() + render() + + fireEvent.click(screen.getByRole('button', { name: 'Full' })) + + expect(onChange).toHaveBeenCalledWith('full') + }) + + it('calls onChange with executive when clicking Executive', () => { + const onChange = vi.fn() + render() + + fireEvent.click(screen.getByRole('button', { name: 'Executive' })) + + expect(onChange).toHaveBeenCalledWith('executive') + }) +}) diff --git a/frontend/src/components/ViewModeToggle.tsx b/frontend/src/components/ViewModeToggle.tsx new file mode 100644 index 0000000000000000000000000000000000000000..a0d1f2ad4f6096c3ec0ffb1a1746e0c0ac55d92c --- /dev/null +++ b/frontend/src/components/ViewModeToggle.tsx @@ -0,0 +1,43 @@ +import { cn } from "@/lib/utils" + +export type ViewMode = 'executive' | 'full' + +interface ViewModeToggleProps { + value: ViewMode + onChange: (mode: ViewMode) => void + className?: string +} + +export function ViewModeToggle({ value, onChange, className }: ViewModeToggleProps) { + return ( +
+ + +
+ ) +} + +export default ViewModeToggle diff --git a/frontend/src/components/ui/accordion.tsx b/frontend/src/components/ui/accordion.tsx new file mode 100644 index 0000000000000000000000000000000000000000..1e7878cede299282b94353d31e073bca26f85811 --- /dev/null +++ b/frontend/src/components/ui/accordion.tsx @@ -0,0 +1,52 @@ +import * as React from "react"; +import * as AccordionPrimitive from "@radix-ui/react-accordion"; +import { ChevronDown } from "lucide-react"; + +import { cn } from "@/lib/utils"; + +const Accordion = AccordionPrimitive.Root; + +const AccordionItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AccordionItem.displayName = "AccordionItem"; + +const AccordionTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + svg]:rotate-180", + className, + )} + {...props} + > + {children} + + + +)); +AccordionTrigger.displayName = AccordionPrimitive.Trigger.displayName; + +const AccordionContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + +
{children}
+ +)); + +AccordionContent.displayName = AccordionPrimitive.Content.displayName; + +export { Accordion, AccordionItem, AccordionTrigger, AccordionContent }; diff --git a/frontend/src/components/ui/alert-dialog.tsx b/frontend/src/components/ui/alert-dialog.tsx new file mode 100644 index 0000000000000000000000000000000000000000..6dfbfb49fedb30753b1b2c08402953d40cc3389c --- /dev/null +++ b/frontend/src/components/ui/alert-dialog.tsx @@ -0,0 +1,104 @@ +import * as React from "react"; +import * as AlertDialogPrimitive from "@radix-ui/react-alert-dialog"; + +import { cn } from "@/lib/utils"; +import { buttonVariants } from "@/components/ui/button"; + +const AlertDialog = AlertDialogPrimitive.Root; + +const AlertDialogTrigger = AlertDialogPrimitive.Trigger; + +const AlertDialogPortal = AlertDialogPrimitive.Portal; + +const AlertDialogOverlay = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AlertDialogOverlay.displayName = AlertDialogPrimitive.Overlay.displayName; + +const AlertDialogContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + + + + +)); +AlertDialogContent.displayName = AlertDialogPrimitive.Content.displayName; + +const AlertDialogHeader = ({ className, ...props }: React.HTMLAttributes) => ( +
+); +AlertDialogHeader.displayName = "AlertDialogHeader"; + +const AlertDialogFooter = ({ className, ...props }: React.HTMLAttributes) => ( +
+); +AlertDialogFooter.displayName = "AlertDialogFooter"; + +const AlertDialogTitle = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AlertDialogTitle.displayName = AlertDialogPrimitive.Title.displayName; + +const AlertDialogDescription = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AlertDialogDescription.displayName = AlertDialogPrimitive.Description.displayName; + +const AlertDialogAction = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AlertDialogAction.displayName = AlertDialogPrimitive.Action.displayName; + +const AlertDialogCancel = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AlertDialogCancel.displayName = AlertDialogPrimitive.Cancel.displayName; + +export { + AlertDialog, + AlertDialogPortal, + AlertDialogOverlay, + AlertDialogTrigger, + AlertDialogContent, + AlertDialogHeader, + AlertDialogFooter, + AlertDialogTitle, + AlertDialogDescription, + AlertDialogAction, + AlertDialogCancel, +}; diff --git a/frontend/src/components/ui/alert.tsx b/frontend/src/components/ui/alert.tsx new file mode 100644 index 0000000000000000000000000000000000000000..2efc3c8ba4b70709df7a82ab6f3e5d07a25c2f62 --- /dev/null +++ b/frontend/src/components/ui/alert.tsx @@ -0,0 +1,43 @@ +import * as React from "react"; +import { cva, type VariantProps } from "class-variance-authority"; + +import { cn } from "@/lib/utils"; + +const alertVariants = cva( + "relative w-full rounded-lg border p-4 [&>svg~*]:pl-7 [&>svg+div]:translate-y-[-3px] [&>svg]:absolute [&>svg]:left-4 [&>svg]:top-4 [&>svg]:text-foreground", + { + variants: { + variant: { + default: "bg-background text-foreground", + destructive: "border-destructive/50 text-destructive dark:border-destructive [&>svg]:text-destructive", + }, + }, + defaultVariants: { + variant: "default", + }, + }, +); + +const Alert = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes & VariantProps +>(({ className, variant, ...props }, ref) => ( +
+)); +Alert.displayName = "Alert"; + +const AlertTitle = React.forwardRef>( + ({ className, ...props }, ref) => ( +
+ ), +); +AlertTitle.displayName = "AlertTitle"; + +const AlertDescription = React.forwardRef>( + ({ className, ...props }, ref) => ( +
+ ), +); +AlertDescription.displayName = "AlertDescription"; + +export { Alert, AlertTitle, AlertDescription }; diff --git a/frontend/src/components/ui/aspect-ratio.tsx b/frontend/src/components/ui/aspect-ratio.tsx new file mode 100644 index 0000000000000000000000000000000000000000..c9e6f4bf9e1c01d6d7022b53e68438e61746c86c --- /dev/null +++ b/frontend/src/components/ui/aspect-ratio.tsx @@ -0,0 +1,5 @@ +import * as AspectRatioPrimitive from "@radix-ui/react-aspect-ratio"; + +const AspectRatio = AspectRatioPrimitive.Root; + +export { AspectRatio }; diff --git a/frontend/src/components/ui/avatar.tsx b/frontend/src/components/ui/avatar.tsx new file mode 100644 index 0000000000000000000000000000000000000000..68d21bbf6d29fc68b1a19d10e4eaf1e72fa2d68c --- /dev/null +++ b/frontend/src/components/ui/avatar.tsx @@ -0,0 +1,38 @@ +import * as React from "react"; +import * as AvatarPrimitive from "@radix-ui/react-avatar"; + +import { cn } from "@/lib/utils"; + +const Avatar = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +Avatar.displayName = AvatarPrimitive.Root.displayName; + +const AvatarImage = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AvatarImage.displayName = AvatarPrimitive.Image.displayName; + +const AvatarFallback = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +AvatarFallback.displayName = AvatarPrimitive.Fallback.displayName; + +export { Avatar, AvatarImage, AvatarFallback }; diff --git a/frontend/src/components/ui/badge.tsx b/frontend/src/components/ui/badge.tsx new file mode 100644 index 0000000000000000000000000000000000000000..0853c441dffc3ca2251118d2cca041423023f1a6 --- /dev/null +++ b/frontend/src/components/ui/badge.tsx @@ -0,0 +1,29 @@ +import * as React from "react"; +import { cva, type VariantProps } from "class-variance-authority"; + +import { cn } from "@/lib/utils"; + +const badgeVariants = cva( + "inline-flex items-center rounded-full border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2", + { + variants: { + variant: { + default: "border-transparent bg-primary text-primary-foreground hover:bg-primary/80", + secondary: "border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80", + destructive: "border-transparent bg-destructive text-destructive-foreground hover:bg-destructive/80", + outline: "text-foreground", + }, + }, + defaultVariants: { + variant: "default", + }, + }, +); + +export interface BadgeProps extends React.HTMLAttributes, VariantProps {} + +function Badge({ className, variant, ...props }: BadgeProps) { + return
; +} + +export { Badge, badgeVariants }; diff --git a/frontend/src/components/ui/breadcrumb.tsx b/frontend/src/components/ui/breadcrumb.tsx new file mode 100644 index 0000000000000000000000000000000000000000..ca91ff53267af649575ad2f5daaec2104395aea5 --- /dev/null +++ b/frontend/src/components/ui/breadcrumb.tsx @@ -0,0 +1,90 @@ +import * as React from "react"; +import { Slot } from "@radix-ui/react-slot"; +import { ChevronRight, MoreHorizontal } from "lucide-react"; + +import { cn } from "@/lib/utils"; + +const Breadcrumb = React.forwardRef< + HTMLElement, + React.ComponentPropsWithoutRef<"nav"> & { + separator?: React.ReactNode; + } +>(({ ...props }, ref) =>