diff --git a/loan-decision-copilot/.env.example b/loan-decision-copilot/.env.example new file mode 100644 index 000000000..09f563107 --- /dev/null +++ b/loan-decision-copilot/.env.example @@ -0,0 +1,3 @@ +# TinyFish Web Agent API key (server-side only) +# Get yours at: https://agent.tinyfish.ai/api-keys +TINYFISH_API_KEY= diff --git a/loan-decision-copilot/.eslintrc.json b/loan-decision-copilot/.eslintrc.json new file mode 100644 index 000000000..372241854 --- /dev/null +++ b/loan-decision-copilot/.eslintrc.json @@ -0,0 +1,3 @@ +{ + "extends": ["next/core-web-vitals", "next/typescript"] +} diff --git a/loan-decision-copilot/.gitignore b/loan-decision-copilot/.gitignore new file mode 100644 index 000000000..609044735 --- /dev/null +++ b/loan-decision-copilot/.gitignore @@ -0,0 +1,24 @@ +# Dependencies +node_modules/ + +# Next.js +.next/ +out/ + +# Environment files +.env +.env.local +.env.*.local + +# Build outputs +*.tsbuildinfo + +# Vercel +.vercel + +# Generated +next-env.d.ts + +# OS +.DS_Store +Thumbs.db diff --git a/loan-decision-copilot/README.md b/loan-decision-copilot/README.md index 2724bd1de..a2cc22533 100644 --- a/loan-decision-copilot/README.md +++ b/loan-decision-copilot/README.md @@ -1,156 +1,163 @@ -# πŸ” Loan Decision Copilot +# Loan Decision Copilot +**Live Demo:** _add URL after deploy_ -**Live Demo:** [loandecision.lovable.app](https://loandecision.lovable.app/) +**Compare loan offerings from multiple banks in real time β€” TinyFish Search finds real bank pages, then parallel browser agents analyze rates, fees, and eligibility simultaneously.** ---- +Select a loan type, enter your location, and the app uses the TinyFish Search API to discover official bank loan pages for your area. One browser agent fires per bank in parallel β€” each navigating the real page, extracting interest rates, fees, eligibility requirements, and scoring the offering 1–10. Results stream back as each agent finishes. -## What is this? +## Architecture -LoanLens is an AI-powered loan comparison tool that helps users analyze real bank loan offerings across different regions and loan types (education, personal, home, business). - -It uses the TinyFish Web Agent API to automate real browser sessions on bank websites, extract loan details in real time, and stream live previews of each agent while the analysis is running. - ---- - -## Demo - - - -https://github.com/user-attachments/assets/1cfe4290-e769-424e-8ef6-4c23992712aa - ---- - -## How TinyFish Web Agent is used - -For each discovered bank: - -- A TinyFish browser agent opens the bank’s loan page +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Browser (Client) β”‚ +β”‚ β”‚ +β”‚ LoanTypeSelector β†’ LocationInput β†’ AgentCard grid β”‚ +β”‚ BankDetailPanel (side panel) β†’ LiveBrowserPreview β”‚ +β”‚ (results stream in as agents finish) β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β” + β–Ό β–Ό + POST /api/discover-banks POST /api/analyze-loan + β”‚ β”‚ + β–Ό β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ TinyFish Search API β”‚ β”‚ TinyFish SDK β”‚ +β”‚ β”‚ β”‚ β”‚ +β”‚ client.search.query β”‚ β”‚ client.agent.stream({ url, goal })β”‚ +β”‚ Finds real official β”‚ β”‚ β”‚ +β”‚ bank loan pages for β”‚ β”‚ EventType.STREAMING_URL β”‚ +β”‚ loan type + locationβ”‚ β”‚ β†’ live iframe per agent β”‚ +β”‚ β”‚ β”‚ EventType.PROGRESS β”‚ +β”‚ Filters out β”‚ β”‚ β†’ status updates β”‚ +β”‚ aggregator sites β”‚ β”‚ EventType.COMPLETE β”‚ +β”‚ (NerdWallet, etc.) β”‚ β”‚ + RunStatus.COMPLETED β”‚ +β”‚ β”‚ β”‚ β†’ loan analysis JSON β†’ SSE β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + +No database. No cache. No Supabase. Pure in-memory β€” results fetched live. +``` -- Navigates through the site if needed +### TinyFish SDK event flow -- Extracts interest rates, tenure, eligibility, fees, benefits, and drawbacks +``` +// Discovery β€” real URLs, not hallucinated ones +const results = await client.search.query({ + query: `${loanType} loan ${location} bank official site` +}); +// aggregator domains filtered out before returning to client + +// Analysis β€” one agent per bank, all in parallel +client.agent.stream({ url, goal }) + β”‚ + β”œβ”€β”€ EventType.STREAMING_URL β†’ live iframe URL forwarded to client + β”œβ”€β”€ EventType.PROGRESS β†’ status message forwarded to client + └── EventType.COMPLETE + └── RunStatus.COMPLETED + // COMPLETED only means the browser ran without crashing + // β€” always validate result content, not just the status + β†’ parse event.result β†’ loan analysis β†’ SSE β†’ client +``` -- Streams live browser previews back to the UI using SSE +## What Each Agent Extracts -- Returns structured JSON results for comparison +Each agent navigates the bank's loan page and returns: -- Multiple agents run in parallel, one per bank. +- **Interest rate range** (APR, fixed/variable) +- **Tenure options** (repayment period) +- **Eligibility requirements** (income, credit score, etc.) +- **Fees** (processing, origination, prepayment) +- **Benefits** and **drawbacks** +- **Clarity score** (Clear / Moderate / Unclear) +- **Overall score** (1–10 based on value, transparency, competitiveness) -## Code Snippet +## Loan Types -```typescript +| Type | What it searches for | +|---|---| +| Personal | Personal loan pages from local banks and credit unions | +| Home | Mortgage and home loan product pages | +| Education | Student loan and education financing pages | +| Business | SME and business loan product pages | -const response = await fetch("https://agent.tinyfish.ai/v1/automation/run-sse", { - method: "POST", - headers: { - "Content-Type": "application/json", - "X-API-Key": TINYFISH_API_KEY, - }, - body: JSON.stringify({ - url: bankUrl, - goal: ` -You are analyzing a bank's ${loanType} page. +## Setup -STEP 1: -Navigate to the correct loan product page if needed. +### Prerequisites -STEP 2: -Extract interest rates, tenure, eligibility, fees, benefits, and drawbacks. +- Node.js 18+ +- TinyFish API key -STEP 3: -Return structured JSON with your findings. -`, - timeout: 300000, - }), -}); +### Environment Variables +```bash +cp .env.example .env.local ``` ---- +Then fill in: -## How to Run - -### Prerequisites -- Node.js 18+ - -- Supabase / Lovable project - -### Environment Variables - -| Variable | Description | Required | -|----------|-------------|----------| -| `TINYFISH_API_KEY` | TinyFish Web Agent [API key](https://mino.ai) | βœ… | -| `LOVABLE_API_KEY` | Lovable AI Gateway key | βœ… | +```env +# TinyFish Web Agent API key (server-side only) +# Get yours at: https://agent.tinyfish.ai/api-keys +TINYFISH_API_KEY= +``` -### Setup +### Install & Run ```bash -git clone -cd loan-decision-copilot npm install npm run dev - ``` -Add secrets in your Supabase / Lovable dashboard before running. - ---- +Open http://localhost:3000 -## Architecture Diagram +## Project Structure ``` -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ React Frontend β”‚ -β”‚ β”‚ -β”‚ LoanType + Location β†’ useLoanSearch Hook β†’ Agent Cards β”‚ -β”‚ β”‚ β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ Supabase Edge Functions β”‚ -β”‚ β”‚ -β”‚ discover-banks β†’ analyze-loan (x N parallel agents) β”‚ -β”‚ β”‚ β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ External APIs β”‚ -β”‚ β”‚ -β”‚ Gemini (Bank discovery) β”‚ -β”‚ TinyFish Web Agent API (Browser automation + SSE) β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - +loan-decision-copilot/ +β”œβ”€β”€ src/ +β”‚ β”œβ”€β”€ app/ +β”‚ β”‚ β”œβ”€β”€ layout.tsx +β”‚ β”‚ β”œβ”€β”€ page.tsx # Main UI +β”‚ β”‚ β”œβ”€β”€ globals.css +β”‚ β”‚ └── api/ +β”‚ β”‚ β”œβ”€β”€ discover-banks/route.ts # POST β€” TinyFish Search β†’ bank URLs +β”‚ β”‚ └── analyze-loan/route.ts # POST β€” TinyFish Agent stream β†’ SSE +β”‚ β”œβ”€β”€ components/ +β”‚ β”‚ β”œβ”€β”€ LoanTypeSelector.tsx # Loan type picker (personal/home/edu/biz) +β”‚ β”‚ β”œβ”€β”€ LocationInput.tsx # Location input + search trigger +β”‚ β”‚ β”œβ”€β”€ AgentCard.tsx # Per-bank agent status + result card +β”‚ β”‚ β”œβ”€β”€ BankDetailPanel.tsx # Full detail side panel +β”‚ β”‚ β”œβ”€β”€ SearchProgress.tsx # Discovery + analysis progress bar +β”‚ β”‚ β”œβ”€β”€ LiveBrowserPreview.tsx # Expandable live agent iframe +β”‚ β”‚ └── ui/ # button, input, scroll-area, separator +β”‚ β”œβ”€β”€ hooks/ +β”‚ β”‚ └── useLoanSearch.ts # Discovery + parallel agent SSE client +β”‚ β”œβ”€β”€ lib/ +β”‚ β”‚ └── utils.ts +β”‚ └── types/ +β”‚ └── loan.ts # TypeScript definitions +β”œβ”€β”€ .env.example +β”œβ”€β”€ .gitignore +└── package.json ``` -### How it works - -- User selects loan type and location +## Constraint Checklist -- AI discovery step finds 5–8 relevant bank URLs - -- TinyFish Web Agent API launches one browser agent per bank - -- SSE streaming provides live previews and progress updates - -- Structured results are returned and rendered in the UI ---- +| Constraint | Status | +|---|---| +| External database used? | NO (pure in-memory, Supabase fully removed) | +| Cache layer used? | NO (all results fetched live) | +| LLM hallucinating URLs? | NO (TinyFish Search finds real current pages) | +| Aggregator sites filtered? | YES (NerdWallet, Bankrate, etc. excluded) | +| Scraping parallel? | YES (`Promise.allSettled` across all discovered banks) | +| Live browser preview? | YES (`EventType.STREAMING_URL` β†’ iframe per agent) | +| Result validation? | YES (COMPLETED β‰  goal achieved β€” content always validated) | ## Tech Stack -- **Frontend**: React, TypeScript, Tailwind CSS - -- **Backend**: Supabase Edge Functions (Deno) - -- **Browser Automation**: TinyFish Web Agent API - -- **AI Discovery**: Gemini (via Lovable AI Gateway) - -- **Streaming**: Server-Sent Events (SSE) - ---- - -## License - -MIT +- **Framework:** Next.js 15 (App Router), TypeScript, Tailwind CSS +- **Animations:** Framer Motion +- **Browser Agents:** TinyFish SDK (`client.agent.stream`) +- **URL Discovery:** TinyFish Search API (`client.search.query`) +- **Icons:** Lucide React +- **Deployment:** Vercel diff --git a/loan-decision-copilot/docs/MINO_API_DOCUMENTATION (1).md b/loan-decision-copilot/docs/MINO_API_DOCUMENTATION (1).md deleted file mode 100644 index a7ab56cf4..000000000 --- a/loan-decision-copilot/docs/MINO_API_DOCUMENTATION (1).md +++ /dev/null @@ -1,618 +0,0 @@ -# LoanLens: Mino Browser Automation API Documentation - -> **Developer Documentation for AI-Powered Bank Loan Comparison** - -This document provides a complete technical overview of how LoanLens uses the Mino Browser Automation API to extract real-time loan information from bank websites. - ---- - -## Table of Contents - -1. [Product Architecture Overview](#product-architecture-overview) -2. [API Relationships](#api-relationships) -3. [Code Implementation](#code-implementation) -4. [Goal (Prompt) Specification](#goal-prompt-specification) -5. [Sample Output](#sample-output) -6. [Error Handling](#error-handling) - ---- - -## Product Architecture Overview - -LoanLens is a loan comparison application that automates the extraction of loan product details from real bank websites using browser automation agents. - -### System Architecture Diagram - -``` -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ USER INTERFACE β”‚ -β”‚ (React + TypeScript) β”‚ -β”‚ β”‚ -β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ -β”‚ β”‚ LoanTypeSelect β”‚ β”‚ LocationInput β”‚ β”‚ AgentCard (x N) β”‚ β”‚ -β”‚ β”‚ - personal β”‚ β”‚ - "New York" β”‚ β”‚ - Live preview β”‚ β”‚ -β”‚ β”‚ - home β”‚ β”‚ - "London" β”‚ β”‚ - Status updates β”‚ β”‚ -β”‚ β”‚ - education β”‚ β”‚ - "Singapore" β”‚ β”‚ - Analysis results β”‚ β”‚ -β”‚ β”‚ - business β”‚ β”‚ β”‚ β”‚ β”‚ β”‚ -β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ -β”‚ β”‚ β”‚ β”‚ β”‚ -β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ -β”‚ β”‚ β”‚ -β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ -β”‚ β”‚ useLoanSearch Hook β”‚ β”‚ -β”‚ β”‚ - Orchestrates flow β”‚ β”‚ -β”‚ β”‚ - Manages SSE streams β”‚ β”‚ -β”‚ β”‚ - Updates UI state β”‚ β”‚ -β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β”‚ HTTPS - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ SUPABASE EDGE FUNCTIONS β”‚ -β”‚ β”‚ -β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ -β”‚ β”‚ STEP 1: discover-banks β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ Input: { loanType: "education", location: "United States" } β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ -β”‚ β”‚ β”‚ Lovable AI Gateway (Gemini) β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Model: google/gemini-3-flash-preview β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Returns: 5-8 bank URLs with loan product pages β”‚ β”‚ β”‚ -β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ Output: { banks: [{ name: "...", url: "..." }, ...] } β”‚ β”‚ -β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ -β”‚ β”‚ β”‚ -β”‚ β”‚ Triggers N parallel calls β”‚ -β”‚ β–Ό β”‚ -β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ -β”‚ β”‚ STEP 2: analyze-loan (x N banks) β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ Input: { url: "...", bankName: "...", loanType: "..." } β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ -β”‚ β”‚ β”‚ MINO API (SSE Stream) β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Endpoint: https://agent.tinyfish.ai/v1/automation/run-sse β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Browser agent navigates to URL β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Extracts loan details (rates, terms, eligibility) β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Streams live preview URL + status updates β”‚ β”‚ β”‚ -β”‚ β”‚ β”‚ - Returns structured JSON analysis β”‚ β”‚ β”‚ -β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ -β”‚ β”‚ β”‚ β”‚ -β”‚ β”‚ Output: SSE stream with { streamingUrl, STATUS, COMPLETE, DONE } β”‚ β”‚ -β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ -β”‚ β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ -``` - -### API Call Summary - -| API | Purpose | Called | Protocol | -|-----|---------|--------|----------| -| Lovable AI Gateway | Discover bank URLs | **1x** per search | REST (JSON) | -| Mino Browser Automation | Analyze bank loan pages | **N x** (one per bank, typically 5-8) | SSE (Streaming) | - ---- - -## API Relationships - -### Flow Sequence - -``` -User Search - β”‚ - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ discover-banks β”‚ ─────► Lovable AI Gateway (Gemini) -β”‚ Edge Function β”‚ Returns: 5-8 bank URLs -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β”‚ For each bank (parallel) - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ analyze-loan β”‚ ─────► Mino API (Browser Agent) -β”‚ Edge Function (x5) β”‚ Returns: SSE stream with analysis -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ - β”‚ - β”‚ Streams to frontend - β–Ό -β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” -β”‚ React UI Updates β”‚ -β”‚ - Live preview β”‚ -β”‚ - Status messages β”‚ -β”‚ - Final results β”‚ -β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ -``` - -### Orchestration Logic - -The `useLoanSearch` hook orchestrates the entire flow: - -1. **Discovery Phase**: Single call to `discover-banks` to get bank URLs -2. **Analysis Phase**: Parallel calls to `analyze-loan` for each discovered bank -3. **Streaming Updates**: Real-time UI updates via Server-Sent Events (SSE) - ---- - -## Code Implementation - -### 1. Edge Function: Bank Discovery (discover-banks) - -**File:** `supabase/functions/discover-banks/index.ts` - -```typescript -import { serve } from "https://deno.land/std@0.168.0/http/server.ts"; - -const corsHeaders = { - "Access-Control-Allow-Origin": "*", - "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type", -}; - -serve(async (req) => { - if (req.method === "OPTIONS") { - return new Response(null, { headers: corsHeaders }); - } - - try { - const { loanType, location } = await req.json(); - - if (!loanType || !location) { - return new Response( - JSON.stringify({ error: "loanType and location are required" }), - { status: 400, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } - - const LOVABLE_API_KEY = Deno.env.get("LOVABLE_API_KEY"); - if (!LOVABLE_API_KEY) { - throw new Error("LOVABLE_API_KEY is not configured"); - } - - const loanTypeMap: Record = { - personal: "personal loan", - home: "home loan / mortgage", - education: "education loan / student loan", - business: "business loan / SME loan" - }; - - const loanDescription = loanTypeMap[loanType] || loanType; - - const prompt = `You are a financial research assistant. Find 5-8 well-known, trusted banks...`; - - const response = await fetch("https://ai.gateway.lovable.dev/v1/chat/completions", { - method: "POST", - headers: { - "Authorization": `Bearer ${LOVABLE_API_KEY}`, - "Content-Type": "application/json", - }, - body: JSON.stringify({ - model: "google/gemini-3-flash-preview", - messages: [ - { role: "system", content: "You are a helpful financial research assistant." }, - { role: "user", content: prompt } - ], - temperature: 0.3, - }), - }); - - // Parse and return banks... - return new Response( - JSON.stringify({ banks: validBanks }), - { headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } catch (error) { - // Error handling... - } -}); -``` - ---- - -### 2. Edge Function: Loan Analysis with Mino (analyze-loan) - -**File:** `supabase/functions/analyze-loan/index.ts` - -```typescript -import { serve } from "https://deno.land/std@0.168.0/http/server.ts"; - -const corsHeaders = { - "Access-Control-Allow-Origin": "*", - "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type", -}; - -serve(async (req) => { - if (req.method === "OPTIONS") { - return new Response(null, { headers: corsHeaders }); - } - - try { - const { url, bankName, loanType } = await req.json(); - - if (!url || !bankName) { - return new Response( - JSON.stringify({ error: "url and bankName are required" }), - { status: 400, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } - - const TINYFISH_API_KEY = Deno.env.get("TINYFISH_API_KEY"); - if (!TINYFISH_API_KEY) { - throw new Error("TINYFISH_API_KEY is not configured"); - } - - // Dynamic goal based on loan type - const goal = `You are analyzing a bank's ${loanDescription} page for comparison purposes...`; - - // Create SSE response stream - const encoder = new TextEncoder(); - const stream = new ReadableStream({ - async start(controller) { - const send = (data: object) => { - controller.enqueue(encoder.encode(`data: ${JSON.stringify(data)}\n\n`)); - }; - - try { - send({ type: "STATUS", message: "Connecting to browser agent..." }); - - // Call Mino API with SSE streaming - const minoResponse = await fetch("https://agent.tinyfish.ai/v1/automation/run-sse", { - method: "POST", - headers: { - "Content-Type": "application/json", - "X-API-Key": TINYFISH_API_KEY, - }, - body: JSON.stringify({ - url, - goal, - timeout: 300000 // 5 minute timeout - }), - }); - - // Process SSE stream from Mino - const reader = minoResponse.body?.getReader(); - const decoder = new TextDecoder(); - let buffer = ""; - - while (true) { - const { done, value } = await reader.read(); - if (done) break; - - buffer += decoder.decode(value, { stream: true }); - const lines = buffer.split("\n"); - buffer = lines.pop() || ""; - - for (const line of lines) { - if (line.startsWith("data: ")) { - const data = JSON.parse(line.slice(6).trim()); - - // Forward streaming URL for live preview - if (data.streamingUrl) { - send({ streamingUrl: data.streamingUrl }); - } - - // Forward status updates - if (data.type === "STATUS") { - send({ type: "STATUS", message: data.message }); - } - - // Forward completion with parsed results - if (data.type === "COMPLETE" && data.resultJson) { - send({ type: "COMPLETE", result: data.resultJson }); - } - } - } - } - - send({ type: "DONE" }); - controller.close(); - } catch (error) { - send({ type: "ERROR", message: error.message }); - controller.close(); - } - } - }); - - return new Response(stream, { - headers: { - ...corsHeaders, - "Content-Type": "text/event-stream", - "Cache-Control": "no-cache", - "Connection": "keep-alive", - }, - }); - } catch (error) { - // Error handling... - } -}); -``` - ---- - -### 3. Frontend Hook: Orchestration (useLoanSearch) - -**File:** `src/hooks/useLoanSearch.ts` - -```typescript -import { useState, useCallback } from 'react'; -import { supabase } from '@/integrations/supabase/client'; - -export function useLoanSearch() { - const [isDiscovering, setIsDiscovering] = useState(false); - const [banks, setBanks] = useState([]); - const [error, setError] = useState(null); - - const discoverBanks = useCallback(async (loanType: LoanType, location: string) => { - setIsDiscovering(true); - setBanks([]); - - // Step 1: Discover banks via AI - const { data } = await supabase.functions.invoke('discover-banks', { - body: { loanType, location } - }); - - const bankList = data.banks.map((bank, index) => ({ - id: `bank-${index}`, - bankName: bank.name, - url: bank.url, - status: 'pending' - })); - - setBanks(bankList); - setIsDiscovering(false); - - // Step 2: Analyze each bank (parallel) - for (const bank of bankList) { - analyzeBank(bank, loanType); - } - }, []); - - const analyzeBank = useCallback(async (bank: BankLoanInfo, loanType: LoanType) => { - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, status: 'running' } : b - )); - - // Connect to SSE stream - const response = await fetch(`${SUPABASE_URL}/functions/v1/analyze-loan`, { - method: 'POST', - headers: { - 'Content-Type': 'application/json', - 'Authorization': `Bearer ${ANON_KEY}` - }, - body: JSON.stringify({ url: bank.url, bankName: bank.bankName, loanType }) - }); - - const reader = response.body.getReader(); - const decoder = new TextDecoder(); - let buffer = ''; - - while (true) { - const { done, value } = await reader.read(); - if (done) break; - - buffer += decoder.decode(value, { stream: true }); - const lines = buffer.split('\n'); - buffer = lines.pop() || ''; - - for (const line of lines) { - if (line.startsWith('data: ')) { - const data = JSON.parse(line.slice(6)); - - // Handle live preview URL - if (data.streamingUrl) { - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, streamingUrl: data.streamingUrl } : b - )); - } - - // Handle status updates - if (data.type === 'STATUS') { - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, statusMessage: data.message } : b - )); - } - - // Handle completion - if (data.type === 'COMPLETE') { - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, status: 'completed', result: data.result } : b - )); - } - } - } - } - }, []); - - return { isDiscovering, banks, error, discoverBanks, reset }; -} -``` - ---- - -### 4. cURL Example - -```bash -# Step 1: Discover banks -curl -X POST "https://your-project.supabase.co/functions/v1/discover-banks" \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer YOUR_ANON_KEY" \ - -d '{ - "loanType": "education", - "location": "United States" - }' - -# Step 2: Analyze a specific bank (SSE stream) -curl -N -X POST "https://your-project.supabase.co/functions/v1/analyze-loan" \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer YOUR_ANON_KEY" \ - -d '{ - "url": "https://www.citizensbank.com/student-loans", - "bankName": "Citizens Bank", - "loanType": "education" - }' -``` - ---- - -## Goal (Prompt) Specification - -The following natural language prompt is sent to the Mino API to guide the browser automation agent: - -``` -You are analyzing a bank's education loan / student loan page for comparison purposes. - -STEP 1 - NAVIGATE: -If this is not the specific loan product page, look for links to education loan / student loan -and navigate there. - -STEP 2 - EXTRACT INFORMATION: -Carefully analyze the page and extract: -- Interest rate ranges (APR, fixed/variable rates) -- Loan tenure/repayment period options -- Eligibility requirements (income, credit score, etc.) -- Fees (processing, origination, prepayment, etc.) -- Key benefits highlighted by the bank -- Any drawbacks or limitations mentioned -- How clear and transparent the terms are - -STEP 3 - RETURN ANALYSIS: -Return a JSON object with your analysis: -{ - "bankName": "Citizens Bank", - "interestRateRange": "X% - Y% APR" or "Not specified", - "tenure": "X to Y years" or "Not specified", - "eligibility": ["requirement 1", "requirement 2"], - "fees": ["fee 1", "fee 2"], - "benefits": ["benefit 1", "benefit 2", "benefit 3"], - "drawbacks": ["drawback 1", "drawback 2"], - "clarity": "Clear/Moderate/Unclear", - "description": "Brief 2-3 sentence summary of this loan offering", - "score": 7 (rating from 1-10 based on overall value, transparency, and competitiveness) -} - -Be objective and factual. If information is not available, indicate "Not specified". -``` - ---- - -## Sample Output - -### SSE Stream Events (Mino API Response) - -``` -data: {"streamingUrl":"https://mino.ai/stream/abc123"} - -data: {"type":"STATUS","message":"Connecting to browser agent..."} - -data: {"type":"STATUS","message":"Navigating to https://www.citizensbank.com/student-loans"} - -data: {"type":"STATUS","message":"Page loaded, analyzing content..."} - -data: {"type":"STATUS","message":"Extracting loan details..."} - -data: {"type":"COMPLETE","resultJson":{ - "bankName": "Citizens Bank", - "interestRateRange": "3.24% - 13.96% APR (Fixed: 3.24% - 13.38% APR; Variable: 4.48% - 13.96% APR)", - "tenure": "5, 10, or 15 years", - "eligibility": [ - "Applicant must be a U.S. citizen, permanent resident, or eligible non-citizen with a creditworthy U.S. citizen or permanent resident co-signer.", - "Co-signer required for applicants under the age of majority.", - "Must be enrolled at a Citizens participating four-year, Title IV public or private institution.", - "Subject to credit qualification and verification of application information." - ], - "fees": [ - "No origination, application, or disbursement fees.", - "No prepayment penalty." - ], - "benefits": [ - "Multi-Year Approval (Allows subsequent drawdowns without a full re-application).", - "Loyalty and Automatic Payment interest rate discounts.", - "Covers up to 100% of school certified expenses.", - "Co-signer release option is available (with full principal/interest payments).", - "Easy rate quote in 2 minutes with no commitment or credit check." - ], - "drawbacks": [ - "Multi-Year Approval is not available for international students.", - "Interest-only payments do not qualify for co-signer release.", - "Full credit score and income requirements are not explicitly published.", - "Finding full disclosures (tenure, eligibility) requires navigating to a separate 'disclosure hub' page." - ], - "clarity": "Moderate", - "description": "Citizens Bank offers private student loans with flexible 5, 10, or 15-year repayment terms and competitive rates. The product is fee-free, covers up to 100% of costs, and features a useful multi-year approval benefit. Eligibility is tied to U.S. residency/citizenship and a creditworthy co-signer is highly recommended or required for certain applicants.", - "score": 7 -}} - -data: {"type":"DONE"} -``` - -### Parsed Final Result (TypeScript Interface) - -```typescript -interface LoanAnalysisResult { - bankName: string; - interestRateRange: string; - tenure: string; - eligibility: string[]; - fees: string[]; - benefits: string[]; - drawbacks: string[]; - clarity: "Clear" | "Moderate" | "Unclear"; - description: string; - score: number; // 1-10 -} -``` - ---- - -## Error Handling - -### Common Error Scenarios - -| Error | Cause | Resolution | -|-------|-------|------------| -| `TINYFISH_API_KEY is not configured` | Missing API key in environment | Add secret via Lovable dashboard | -| `Mino API error: 429` | Rate limiting | Implement exponential backoff | -| `timeout` | Page took too long | Increase timeout (currently 5 min) | -| `Invalid response from bank discovery` | AI returned malformed JSON | Retry or adjust prompt | - -### SSE Error Event - -``` -data: {"type":"ERROR","message":"Failed to load page: Connection timeout"} -``` - ---- - -## Configuration - -### Environment Variables - -| Variable | Description | -|----------|-------------| -| `TINYFISH_API_KEY` | API key for Mino browser automation | -| `LOVABLE_API_KEY` | Auto-configured for Lovable AI Gateway | - -### Timeout Configuration - -```typescript -// In analyze-loan edge function -body: JSON.stringify({ - url, - goal, - timeout: 300000 // 5 minutes (300,000 ms) -}) -``` - ---- - -## Summary - -LoanLens demonstrates a powerful pattern for browser automation: - -1. **AI-Powered Discovery**: Use LLMs to intelligently find relevant URLs -2. **Browser Automation**: Deploy Mino agents to extract structured data from web pages -3. **Real-Time Streaming**: SSE enables live progress updates and preview windows -4. **Parallel Processing**: Analyze multiple banks simultaneously for fast results - -This architecture can be 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"0.0.0", - "type": "module", "scripts": { - "dev": "vite", - "build": "vite build", - "build:dev": "vite build --mode development", - "lint": "eslint .", - "preview": "vite preview", - "test": "vitest run", - "test:watch": "vitest" + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint" }, + "engines": { "node": "22.x" }, "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": 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"vite": "^5.4.19", - "vitest": "^3.2.4" + "typescript": "^5" } } diff --git a/loan-decision-copilot/postcss.config.js b/loan-decision-copilot/postcss.config.js new file mode 100644 index 000000000..12a703d90 --- /dev/null +++ b/loan-decision-copilot/postcss.config.js @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; diff --git a/loan-decision-copilot/public/favicon.ico b/loan-decision-copilot/public/favicon.ico deleted file mode 100644 index 3c01d6971..000000000 Binary files a/loan-decision-copilot/public/favicon.ico and /dev/null differ diff --git a/loan-decision-copilot/public/placeholder.svg b/loan-decision-copilot/public/placeholder.svg deleted file mode 100644 index e763910b2..000000000 --- a/loan-decision-copilot/public/placeholder.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/loan-decision-copilot/public/robots.txt b/loan-decision-copilot/public/robots.txt deleted file mode 100644 index 6018e701f..000000000 --- a/loan-decision-copilot/public/robots.txt +++ /dev/null @@ -1,14 +0,0 @@ -User-agent: Googlebot -Allow: / - -User-agent: Bingbot -Allow: / - -User-agent: Twitterbot -Allow: / - -User-agent: facebookexternalhit -Allow: / - -User-agent: * -Allow: / diff --git a/loan-decision-copilot/src/App.tsx b/loan-decision-copilot/src/App.tsx deleted file mode 100644 index 18daf2e90..000000000 --- a/loan-decision-copilot/src/App.tsx +++ /dev/null @@ -1,27 +0,0 @@ -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 Index from "./pages/Index"; -import NotFound from "./pages/NotFound"; - -const queryClient = new QueryClient(); - -const App = () => ( - - - - - - - } /> - {/* ADD ALL CUSTOM ROUTES ABOVE THE CATCH-ALL "*" ROUTE */} - } /> - - - - -); - -export default App; diff --git a/loan-decision-copilot/src/app/api/analyze-loan/route.ts b/loan-decision-copilot/src/app/api/analyze-loan/route.ts new file mode 100644 index 000000000..5b99c56dc --- /dev/null +++ b/loan-decision-copilot/src/app/api/analyze-loan/route.ts @@ -0,0 +1,126 @@ +import { NextRequest } from "next/server"; +import { TinyFish, EventType, RunStatus } from "@tiny-fish/sdk"; + +export const runtime = "nodejs"; +export const maxDuration = 300; + +const LOAN_TYPE_MAP: Record = { + personal: "personal loan", + home: "home loan / mortgage", + education: "education loan / student loan", + business: "business loan / SME loan", +}; + +const sseData = (payload: unknown) => `data: ${JSON.stringify(payload)}\n\n`; + +export async function POST(req: NextRequest) { + const apiKey = process.env.TINYFISH_API_KEY; + if (!apiKey) { + return new Response( + sseData({ type: "ERROR", message: "Missing TINYFISH_API_KEY" }), + { headers: { "Content-Type": "text/event-stream" } } + ); + } + + const { url, bankName, loanType } = await req.json(); + if (!url || !bankName) { + return new Response( + sseData({ type: "ERROR", message: "url and bankName are required" }), + { headers: { "Content-Type": "text/event-stream" } } + ); + } + + const loanDescription = LOAN_TYPE_MAP[loanType] || loanType || "loan"; + + const goal = `You are analyzing a bank's ${loanDescription} page for comparison purposes. + +STEP 1 - NAVIGATE: +If this is not the specific loan product page, look for links to ${loanDescription} and navigate there. + +STEP 2 - EXTRACT INFORMATION: +Carefully analyze the page and extract: +- Interest rate ranges (APR, fixed/variable rates) +- Loan tenure/repayment period options +- Eligibility requirements (income, credit score, etc.) +- Fees (processing, origination, prepayment, etc.) +- Key benefits highlighted by the bank +- Any drawbacks or limitations mentioned +- How clear and transparent the terms are + +STEP 3 - RETURN ANALYSIS: +Return ONLY a JSON object: +{ + "bankName": "${bankName}", + "interestRateRange": "X% - Y% APR or Not specified", + "tenure": "X to Y years or Not specified", + "eligibility": ["requirement 1", "requirement 2"], + "fees": ["fee 1", "fee 2"], + "benefits": ["benefit 1", "benefit 2"], + "drawbacks": ["drawback 1"], + "clarity": "Clear/Moderate/Unclear", + "description": "Brief 2-3 sentence summary", + "score": 7 +} + +Be objective. If information is not available, use "Not specified".`; + + const encoder = new TextEncoder(); + const stream = new ReadableStream({ + async start(controller) { + const send = (data: unknown) => + controller.enqueue(encoder.encode(sseData(data))); + + try { + send({ type: "STATUS", message: "Connecting to browser agent..." }); + + const client = new TinyFish({ apiKey }); + const tfStream = await client.agent.stream({ url, goal }); + + for await (const event of tfStream) { + if (event.type === EventType.STREAMING_URL) { + send({ type: "STREAMING_URL", streamingUrl: event.streaming_url }); + } else if (event.type === EventType.PROGRESS) { + send({ type: "STATUS", message: event.purpose }); + } else if (event.type === EventType.COMPLETE) { + if (event.status === RunStatus.COMPLETED) { + // COMPLETED only means the browser ran without crashing + // β€” always validate result content, not just the status + const raw: unknown = event.result; + let result = + typeof raw === "string" + ? JSON.parse(raw.replace(/```json|```/g, "").trim()) + : (raw as Record | null); + + if (!result || typeof result !== "object") { + result = { bankName, description: "Could not parse result", score: 5 }; + } + + send({ type: "COMPLETE", result }); + } else { + send({ type: "ERROR", message: event.error?.message || "Agent run failed" }); + } + break; + } + } + + send({ type: "DONE" }); + } catch (err) { + send({ + type: "ERROR", + message: err instanceof Error ? err.message : "Unknown error", + }); + } finally { + controller.close(); + } + }, + }); + + return new Response(stream, { + headers: { + "Content-Type": "text/event-stream", + "Cache-Control": "no-cache, no-transform", + Connection: "keep-alive", + "X-Accel-Buffering": "no", + }, + }); +} diff --git a/loan-decision-copilot/src/app/api/discover-banks/route.ts b/loan-decision-copilot/src/app/api/discover-banks/route.ts new file mode 100644 index 000000000..5ad44a4cc --- /dev/null +++ b/loan-decision-copilot/src/app/api/discover-banks/route.ts @@ -0,0 +1,74 @@ +import { NextRequest, NextResponse } from "next/server"; +import { TinyFish } from "@tiny-fish/sdk"; + +export const runtime = "nodejs"; + +const LOAN_TYPE_MAP: Record = { + personal: "personal loan", + home: "home loan mortgage", + education: "education loan student loan", + business: "business loan SME loan", +}; + +const AGGREGATORS = [ + "nerdwallet", "bankrate", "creditkarma", "lendingtree", + "magnifymoney", "valuepenguin", "money.com", "forbes", + "investopedia", "thebalance", "finder.com", "mybanktracker", + "reddit", "quora", "yelp", "yellowpages", +]; + +export async function POST(req: NextRequest) { + const apiKey = process.env.TINYFISH_API_KEY; + if (!apiKey) { + return NextResponse.json({ error: "Missing TINYFISH_API_KEY" }, { status: 500 }); + } + + const { loanType, location } = await req.json(); + if (!loanType || !location) { + return NextResponse.json({ error: "loanType and location are required" }, { status: 400 }); + } + + const loanDescription = LOAN_TYPE_MAP[loanType] || loanType; + + try { + const client = new TinyFish({ apiKey }); + + // Run two targeted searches in parallel to maximise local bank coverage + const [res1, res2] = await Promise.all([ + client.search.query({ + query: `banks offering ${loanDescription} in ${location}`, + }), + client.search.query({ + query: `${loanDescription} apply online ${location} bank`, + }), + ]); + + const allResults = [ + ...(res1.results || []), + ...(res2.results || []), + ]; + + const seenDomains = new Set(); + const banks: { name: string; url: string }[] = []; + + for (const r of allResults) { + try { + const domain = new URL(r.url).hostname.replace("www.", ""); + const isAggregator = AGGREGATORS.some((agg) => domain.includes(agg)); + if (isAggregator || seenDomains.has(domain)) continue; + seenDomains.add(domain); + banks.push({ name: r.title || domain, url: r.url }); + if (banks.length >= 7) break; + } catch { + // skip malformed URLs + } + } + + return NextResponse.json({ banks }); + } catch (error) { + return NextResponse.json( + { error: error instanceof Error ? error.message : "Discovery failed" }, + { status: 500 } + ); + } +} \ No newline at end of file diff --git a/loan-decision-copilot/src/app/globals.css b/loan-decision-copilot/src/app/globals.css new file mode 100644 index 000000000..dd70fb621 --- /dev/null +++ b/loan-decision-copilot/src/app/globals.css @@ -0,0 +1,61 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +@layer base { + :root { + --background: 0 0% 100%; + --foreground: 222.2 84% 4.9%; + --card: 0 0% 100%; + --card-foreground: 222.2 84% 4.9%; + --primary: 221.2 83.2% 53.3%; + --primary-foreground: 210 40% 98%; + --secondary: 210 40% 96.1%; + --secondary-foreground: 222.2 47.4% 11.2%; + --muted: 210 40% 96.1%; + --muted-foreground: 215.4 16.3% 46.9%; + --accent: 210 40% 96.1%; + --accent-foreground: 222.2 47.4% 11.2%; + --destructive: 0 84.2% 60.2%; + --border: 214.3 31.8% 91.4%; + --input: 214.3 31.8% 91.4%; + --ring: 221.2 83.2% 53.3%; + --success: 142.1 76.2% 36.3%; + --warning: 37.7 92.1% 50.2%; + --radius: 0.5rem; + } + + .dark { + --background: 222.2 84% 4.9%; + --foreground: 210 40% 98%; + --card: 222.2 84% 4.9%; + --card-foreground: 210 40% 98%; + --primary: 217.2 91.2% 59.8%; + --primary-foreground: 222.2 47.4% 11.2%; + --secondary: 217.2 32.6% 17.5%; + --secondary-foreground: 210 40% 98%; + --muted: 217.2 32.6% 17.5%; + --muted-foreground: 215 20.2% 65.1%; + --accent: 217.2 32.6% 17.5%; + --accent-foreground: 210 40% 98%; + --destructive: 0 62.8% 30.6%; + --border: 217.2 32.6% 17.5%; + --input: 217.2 32.6% 17.5%; + --ring: 224.3 76.3% 48%; + } +} + +@layer base { + * { @apply border-border; } + body { @apply bg-background text-foreground; } +} + +@layer utilities { + .glass-card { + @apply bg-card/80 backdrop-blur-sm border border-border shadow-sm; + } + .score-excellent { @apply text-green-600; } + .score-good { @apply text-blue-600; } + .score-fair { @apply text-yellow-600; } + .score-poor { @apply text-red-600; } +} diff --git a/loan-decision-copilot/src/app/layout.tsx b/loan-decision-copilot/src/app/layout.tsx new file mode 100644 index 000000000..e2a4a8a08 --- /dev/null +++ b/loan-decision-copilot/src/app/layout.tsx @@ -0,0 +1,18 @@ +import type { Metadata } from "next"; +import { Inter } from "next/font/google"; +import "./globals.css"; + +const inter = Inter({ subsets: ["latin"] }); + +export const metadata: Metadata = { + title: "Loan Decision Copilot", + description: "Compare loan offerings from multiple banks in real time using AI browser agents", +}; + +export default function RootLayout({ children }: { children: React.ReactNode }) { + return ( + + {children} + + ); +} diff --git a/loan-decision-copilot/src/app/page.tsx b/loan-decision-copilot/src/app/page.tsx new file mode 100644 index 000000000..26d53d0a3 --- /dev/null +++ b/loan-decision-copilot/src/app/page.tsx @@ -0,0 +1,174 @@ +"use client"; + +import { useState } from "react"; +import { motion, AnimatePresence } from "framer-motion"; +import { Scale, Shield, Zap, RotateCcw } from "lucide-react"; +import { LoanTypeSelector } from "@/components/LoanTypeSelector"; +import { LocationInput } from "@/components/LocationInput"; +import { AgentCard } from "@/components/AgentCard"; +import { BankDetailPanel } from "@/components/BankDetailPanel"; +import { SearchProgress } from "@/components/SearchProgress"; +import { LiveBrowserPreview } from "@/components/LiveBrowserPreview"; +import { useLoanSearch } from "@/hooks/useLoanSearch"; +import { LoanType, BankLoanInfo } from "@/types/loan"; +import { Button } from "@/components/ui/button"; + +export default function Home() { + const [selectedLoanType, setSelectedLoanType] = useState(null); + const [expandedPreview, setExpandedPreview] = useState(null); + const [selectedBank, setSelectedBank] = useState(null); + const { isDiscovering, banks, error, discoverBanks, reset } = useLoanSearch(); + + const hasStarted = banks.length > 0 || isDiscovering; + const analyzingCount = banks.filter((b) => b.status === "running").length; + const completedCount = banks.filter((b) => b.status === "completed").length; + + const handleSearch = (location: string) => { + if (selectedLoanType) discoverBanks(selectedLoanType, location); + }; + + const handleReset = () => { + reset(); + setSelectedLoanType(null); + setExpandedPreview(null); + setSelectedBank(null); + }; + + return ( +
+ {/* Hero */} +
+
+
+ +
+ + AI-Powered Loan Comparison +
+ +

+ Find the Best{" "} + Loan Deal{" "} + Near You +

+ +

+ AI browser agents analyze multiple banks simultaneously β€” comparing interest rates, + fees, eligibility, and terms in real time so you can make the right choice. +

+ +
+ {[ + { icon: Scale, label: "Side-by-side comparison" }, + { icon: Shield, label: "Official bank pages only" }, + { icon: Zap, label: "Parallel real-time analysis" }, + ].map(({ icon: Icon, label }) => ( +
+ + {label} +
+ ))} +
+ + {/* Search form */} + {!hasStarted && ( + +
+

What type of loan are you looking for?

+ +
+ + + {selectedLoanType && ( + +

Where are you located?

+ + + )} + + + )} + +
+
+ + {/* Results */} + + {hasStarted && ( + +
+ + +
+ + {error && ( +
+ {error} +
+ )} + +
+
+ {banks.map((bank, index) => ( + + ))} +
+ + + {selectedBank && ( + setSelectedBank(null)} + /> + )} + +
+ + )} + + + {/* Expanded live browser preview */} + + {expandedPreview?.streamingUrl && ( + setExpandedPreview(null)} + /> + )} + +
+ ); +} diff --git a/loan-decision-copilot/src/components/AgentCard.tsx b/loan-decision-copilot/src/components/AgentCard.tsx index c7457fccf..c1864d7d2 100644 --- a/loan-decision-copilot/src/components/AgentCard.tsx +++ b/loan-decision-copilot/src/components/AgentCard.tsx @@ -162,7 +162,7 @@ export function AgentCard({ bank, index, isSelected, onSelect, onExpandPreview } {bank.status === 'error' && (

- Unable to analyze this bank's page + Unable to analyze this bank's page

)} diff --git a/loan-decision-copilot/src/components/BankDetailPanel.tsx b/loan-decision-copilot/src/components/BankDetailPanel.tsx index 6f42bf7aa..c2e6ec32f 100644 --- a/loan-decision-copilot/src/components/BankDetailPanel.tsx +++ b/loan-decision-copilot/src/components/BankDetailPanel.tsx @@ -1,5 +1,5 @@ import { motion, AnimatePresence } from 'framer-motion'; -import { X, TrendingUp, TrendingDown, Star, Clock, Percent, FileText, Users, DollarSign, Eye } from 'lucide-react'; +import { X, TrendingUp, TrendingDown, Star, Clock, Percent, Users, DollarSign, Eye } from 'lucide-react'; import { cn } from '@/lib/utils'; import { BankLoanInfo } from '@/types/loan'; import { Button } from '@/components/ui/button'; diff --git a/loan-decision-copilot/src/components/NavLink.tsx b/loan-decision-copilot/src/components/NavLink.tsx deleted file mode 100644 index a561a95f4..000000000 --- a/loan-decision-copilot/src/components/NavLink.tsx +++ /dev/null @@ -1,28 +0,0 @@ -import { NavLink as RouterNavLink, NavLinkProps } from "react-router-dom"; -import { forwardRef } from "react"; -import { cn } from "@/lib/utils"; - -interface NavLinkCompatProps extends Omit { - className?: string; - activeClassName?: string; - pendingClassName?: string; -} - -const NavLink = forwardRef( - ({ className, activeClassName, pendingClassName, to, ...props }, ref) => { - return ( - - cn(className, isActive && activeClassName, isPending && pendingClassName) - } - {...props} - /> - ); - }, -); - -NavLink.displayName = "NavLink"; - -export { NavLink }; diff --git a/loan-decision-copilot/src/components/ui/avatar.tsx b/loan-decision-copilot/src/components/ui/avatar.tsx deleted file mode 100644 index 68d21bbf6..000000000 --- a/loan-decision-copilot/src/components/ui/avatar.tsx +++ /dev/null @@ -1,38 +0,0 @@ -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/loan-decision-copilot/src/components/ui/button.tsx b/loan-decision-copilot/src/components/ui/button.tsx index cdedd4f43..0d9aea307 100644 --- a/loan-decision-copilot/src/components/ui/button.tsx +++ b/loan-decision-copilot/src/components/ui/button.tsx @@ -1,47 +1,43 @@ -import * as React from "react"; -import { Slot } from "@radix-ui/react-slot"; -import { cva, type VariantProps } from "class-variance-authority"; - -import { cn } from "@/lib/utils"; +import * as React from "react" +import { Slot } from "@radix-ui/react-slot" +import { cva, type VariantProps } from "class-variance-authority" +import { cn } from "@/lib/utils" const buttonVariants = cva( - "inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0", + "inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-all disabled:pointer-events-none disabled:opacity-50", { variants: { variant: { default: "bg-primary text-primary-foreground hover:bg-primary/90", - destructive: "bg-destructive text-destructive-foreground hover:bg-destructive/90", - outline: "border border-input bg-background hover:bg-accent hover:text-accent-foreground", + destructive: "bg-destructive text-white hover:bg-destructive/90", + outline: "border bg-background hover:bg-accent hover:text-accent-foreground", secondary: "bg-secondary text-secondary-foreground hover:bg-secondary/80", ghost: "hover:bg-accent hover:text-accent-foreground", link: "text-primary underline-offset-4 hover:underline", }, size: { - default: "h-10 px-4 py-2", - sm: "h-9 rounded-md px-3", - lg: "h-11 rounded-md px-8", - icon: "h-10 w-10", + default: "h-9 px-4 py-2", + sm: "h-8 rounded-md px-3", + lg: "h-10 rounded-md px-6", + icon: "size-9", }, }, - defaultVariants: { - variant: "default", - size: "default", - }, - }, -); + defaultVariants: { variant: "default", size: "default" }, + } +) -export interface ButtonProps - extends React.ButtonHTMLAttributes, - VariantProps { - asChild?: boolean; +function Button({ + className, + variant, + size, + asChild = false, + ...props +}: React.ComponentProps<"button"> & + VariantProps & { asChild?: boolean }) { + const Comp = asChild ? Slot : "button" + return ( + + ) } -const Button = React.forwardRef( - ({ className, variant, size, asChild = false, ...props }, ref) => { - const Comp = asChild ? Slot : "button"; - return ; - }, -); -Button.displayName = "Button"; - -export { Button, buttonVariants }; +export { Button, buttonVariants } diff --git a/loan-decision-copilot/src/components/ui/card.tsx b/loan-decision-copilot/src/components/ui/card.tsx deleted file mode 100644 index e28274800..000000000 --- a/loan-decision-copilot/src/components/ui/card.tsx +++ /dev/null @@ -1,43 +0,0 @@ -import * as React from "react"; - -import { cn } from "@/lib/utils"; - -const Card = React.forwardRef>(({ className, ...props }, ref) => ( -
-)); -Card.displayName = "Card"; - -const CardHeader = React.forwardRef>( - ({ className, ...props }, ref) => ( -
- ), -); -CardHeader.displayName = "CardHeader"; - -const CardTitle = React.forwardRef>( - ({ className, ...props }, ref) => ( -

- ), -); -CardTitle.displayName = "CardTitle"; - -const CardDescription = React.forwardRef>( - ({ className, ...props }, ref) => ( -

- ), -); -CardDescription.displayName = "CardDescription"; - -const CardContent = React.forwardRef>( - ({ className, ...props }, ref) =>

, -); -CardContent.displayName = "CardContent"; - -const CardFooter = React.forwardRef>( - ({ className, ...props }, ref) => ( -
- ), -); -CardFooter.displayName = "CardFooter"; - -export { Card, CardHeader, CardFooter, CardTitle, CardDescription, CardContent }; diff --git a/loan-decision-copilot/src/components/ui/input.tsx b/loan-decision-copilot/src/components/ui/input.tsx new file mode 100644 index 000000000..694a9cbf2 --- /dev/null +++ b/loan-decision-copilot/src/components/ui/input.tsx @@ -0,0 +1,18 @@ +import * as React from "react" +import { cn } from "@/lib/utils" + +function Input({ className, type, ...props }: React.ComponentProps<"input">) { + return ( + + ) +} + +export { Input } diff --git a/loan-decision-copilot/src/components/ui/scroll-area.tsx b/loan-decision-copilot/src/components/ui/scroll-area.tsx new file mode 100644 index 000000000..9c8d4c854 --- /dev/null +++ b/loan-decision-copilot/src/components/ui/scroll-area.tsx @@ -0,0 +1,33 @@ +import * as React from "react" +import { cn } from "@/lib/utils" + +function ScrollArea({ className, children, ...props }: React.ComponentProps<"div">) { + return ( +
+
+ {children} +
+
+ ) +} + +function ScrollBar({ className, orientation = "vertical", ...props }: React.ComponentProps<"div"> & { orientation?: "vertical" | "horizontal" }) { + return ( +
+ ) +} + +export { ScrollArea, ScrollBar } diff --git a/loan-decision-copilot/src/components/ui/separator.tsx b/loan-decision-copilot/src/components/ui/separator.tsx new file mode 100644 index 000000000..f80bf6d25 --- /dev/null +++ b/loan-decision-copilot/src/components/ui/separator.tsx @@ -0,0 +1,28 @@ +import * as React from "react" +import { cn } from "@/lib/utils" + +function Separator({ + className, + orientation = "horizontal", + decorative = true, + ...props +}: React.ComponentProps<"div"> & { + orientation?: "horizontal" | "vertical" + decorative?: boolean +}) { + return ( +
+ ) +} + +export { Separator } diff --git a/loan-decision-copilot/src/hooks/useLoanSearch.ts b/loan-decision-copilot/src/hooks/useLoanSearch.ts index b500989f7..c51e5bf99 100644 --- a/loan-decision-copilot/src/hooks/useLoanSearch.ts +++ b/loan-decision-copilot/src/hooks/useLoanSearch.ts @@ -1,145 +1,141 @@ -import { useState, useCallback } from 'react'; -import { supabase } from '@/integrations/supabase/client'; -import { LoanType, BankLoanInfo, LoanAnalysisResult } from '@/types/loan'; -import { toast } from '@/hooks/use-toast'; +"use client"; + +import { useState, useCallback } from "react"; +import { LoanType, BankLoanInfo, LoanAnalysisResult } from "@/types/loan"; export function useLoanSearch() { const [isDiscovering, setIsDiscovering] = useState(false); const [banks, setBanks] = useState([]); const [error, setError] = useState(null); - const discoverBanks = useCallback(async (loanType: LoanType, location: string) => { - setIsDiscovering(true); - setError(null); - setBanks([]); - - try { - const { data, error: fnError } = await supabase.functions.invoke('discover-banks', { - body: { loanType, location } - }); - - if (fnError) throw fnError; - - if (!data?.banks || !Array.isArray(data.banks)) { - throw new Error('Invalid response from bank discovery'); - } - - const bankList: BankLoanInfo[] = data.banks.map((bank: { name: string; url: string }, index: number) => ({ - id: `bank-${index}`, - bankName: bank.name, - url: bank.url, - status: 'pending' as const - })); - - setBanks(bankList); - setIsDiscovering(false); - - // Start analyzing each bank - for (const bank of bankList) { - analyzeBank(bank, loanType); - } - } catch (err) { - console.error('Discovery error:', err); - setError(err instanceof Error ? err.message : 'Failed to discover banks'); - setIsDiscovering(false); - toast({ - title: 'Discovery Failed', - description: 'Could not find bank loan pages. Please try again.', - variant: 'destructive' - }); - } - }, []); - const analyzeBank = useCallback(async (bank: BankLoanInfo, loanType: LoanType) => { - // Update status to running - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, status: 'running' as const, statusMessage: 'Starting analysis...' } : b - )); + setBanks((prev) => + prev.map((b) => + b.id === bank.id + ? { ...b, status: "running" as const, statusMessage: "Starting analysis..." } + : b + ) + ); try { - const response = await fetch(`${import.meta.env.VITE_SUPABASE_URL}/functions/v1/analyze-loan`, { - method: 'POST', - headers: { - 'Content-Type': 'application/json', - 'Authorization': `Bearer ${import.meta.env.VITE_SUPABASE_PUBLISHABLE_KEY}` - }, - body: JSON.stringify({ url: bank.url, bankName: bank.bankName, loanType }) + const response = await fetch("/api/analyze-loan", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ url: bank.url, bankName: bank.bankName, loanType }), }); - if (!response.ok) { - throw new Error(`Analysis failed: ${response.status}`); - } + if (!response.ok) throw new Error(`Analysis failed: ${response.status}`); const reader = response.body?.getReader(); - if (!reader) throw new Error('No response body'); + if (!reader) throw new Error("No response body"); const decoder = new TextDecoder(); - let buffer = ''; + let buffer = ""; while (true) { const { done, value } = await reader.read(); if (done) break; buffer += decoder.decode(value, { stream: true }); - - const lines = buffer.split('\n'); - buffer = lines.pop() || ''; + const lines = buffer.split("\n"); + buffer = lines.pop() || ""; for (const line of lines) { - if (line.startsWith('data: ')) { - const jsonStr = line.slice(6).trim(); - if (jsonStr === '[DONE]') continue; + if (!line.startsWith("data: ")) continue; + try { + const data = JSON.parse(line.slice(6)); - try { - const data = JSON.parse(jsonStr); - - if (data.streamingUrl) { - setBanks(prev => prev.map(b => + if (data.type === "STREAMING_URL") { + setBanks((prev) => + prev.map((b) => b.id === bank.id ? { ...b, streamingUrl: data.streamingUrl } : b - )); - } - - if (data.type === 'STATUS') { - setBanks(prev => prev.map(b => + ) + ); + } else if (data.type === "STATUS") { + setBanks((prev) => + prev.map((b) => b.id === bank.id ? { ...b, statusMessage: data.message } : b - )); - } - - if (data.type === 'COMPLETE' && data.result) { - const result: LoanAnalysisResult = data.result; - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, status: 'completed' as const, result, streamingUrl: undefined } : b - )); - } - - if (data.type === 'ERROR') { - throw new Error(data.message || 'Analysis failed'); - } - } catch (parseError) { - // Ignore parse errors for partial data + ) + ); + } else if (data.type === "COMPLETE") { + const result = data.result as LoanAnalysisResult; + setBanks((prev) => + prev.map((b) => + b.id === bank.id + ? { ...b, status: "completed" as const, result, streamingUrl: undefined } + : b + ) + ); + } else if (data.type === "ERROR") { + throw new Error(data.message || "Analysis failed"); } + } catch { + // ignore parse errors for partial chunks } } } } catch (err) { - console.error('Analysis error for', bank.bankName, err); - setBanks(prev => prev.map(b => - b.id === bank.id ? { ...b, status: 'error' as const } : b - )); + console.error("Analysis error for", bank.bankName, err); + setBanks((prev) => + prev.map((b) => + b.id === bank.id ? { ...b, status: "error" as const } : b + ) + ); } }, []); + const discoverBanks = useCallback( + async (loanType: LoanType, location: string) => { + setIsDiscovering(true); + setError(null); + setBanks([]); + + try { + const res = await fetch("/api/discover-banks", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ loanType, location }), + }); + + if (!res.ok) throw new Error("Failed to discover banks"); + + const { banks: discovered } = await res.json(); + + if (!discovered?.length) { + setError("No banks found. Try a different location or loan type."); + return; + } + + const bankList: BankLoanInfo[] = discovered.map( + (bank: { name: string; url: string }, index: number) => ({ + id: `bank-${index}`, + bankName: bank.name, + url: bank.url, + status: "pending" as const, + }) + ); + + setBanks(bankList); + setIsDiscovering(false); + + // Run all agents in parallel β€” results stream in as each finishes + await Promise.allSettled( + bankList.map((bank) => analyzeBank(bank, loanType)) + ); + } catch (err) { + setError(err instanceof Error ? err.message : "Discovery failed"); + } finally { + setIsDiscovering(false); + } + }, + [analyzeBank] + ); + const reset = useCallback(() => { setBanks([]); setError(null); setIsDiscovering(false); }, []); - return { - isDiscovering, - banks, - error, - discoverBanks, - reset - }; + return { isDiscovering, banks, error, discoverBanks, reset }; } diff --git a/loan-decision-copilot/src/integrations/supabase/client.ts b/loan-decision-copilot/src/integrations/supabase/client.ts deleted file mode 100644 index c99452fa0..000000000 --- a/loan-decision-copilot/src/integrations/supabase/client.ts +++ /dev/null @@ -1,17 +0,0 @@ -// This file is automatically generated. Do not edit it directly. -import { createClient } from '@supabase/supabase-js'; -import type { Database } from './types'; - -const SUPABASE_URL = import.meta.env.VITE_SUPABASE_URL; -const SUPABASE_PUBLISHABLE_KEY = import.meta.env.VITE_SUPABASE_PUBLISHABLE_KEY; - -// Import the supabase client like this: -// import { supabase } from "@/integrations/supabase/client"; - -export const supabase = createClient(SUPABASE_URL, SUPABASE_PUBLISHABLE_KEY, { - auth: { - storage: localStorage, - persistSession: true, - autoRefreshToken: true, - } -}); diff --git a/loan-decision-copilot/src/integrations/supabase/types.ts b/loan-decision-copilot/src/integrations/supabase/types.ts deleted file mode 100644 index 54fedf175..000000000 --- a/loan-decision-copilot/src/integrations/supabase/types.ts +++ /dev/null @@ -1,155 +0,0 @@ -export type Json = - | string - | number - | boolean - | null - | { [key: string]: Json | undefined } - | Json[] - -export type Database = { - // Allows to automatically instantiate createClient with right options - // instead of createClient(URL, KEY) - __InternalSupabase: { - PostgrestVersion: "14.1" - } - public: { - Tables: { - [_ in never]: never - } - Views: { - [_ in never]: never - } - Functions: { - [_ in never]: never - } - Enums: { - [_ in never]: never - } - CompositeTypes: { - [_ in never]: never - } - } -} - -type DatabaseWithoutInternals = Omit - -type DefaultSchema = DatabaseWithoutInternals[Extract] - -export type Tables< - DefaultSchemaTableNameOrOptions extends - | keyof (DefaultSchema["Tables"] & DefaultSchema["Views"]) - | { schema: keyof DatabaseWithoutInternals }, - TableName extends DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals - } - ? keyof (DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] & - DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Views"]) - : never = never, -> = DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals -} - ? (DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] & - DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Views"])[TableName] extends { - Row: infer R - } - ? R - : never - : DefaultSchemaTableNameOrOptions extends keyof (DefaultSchema["Tables"] & - DefaultSchema["Views"]) - ? (DefaultSchema["Tables"] & - DefaultSchema["Views"])[DefaultSchemaTableNameOrOptions] extends { - Row: infer R - } - ? R - : never - : never - -export type TablesInsert< - DefaultSchemaTableNameOrOptions extends - | keyof DefaultSchema["Tables"] - | { schema: keyof DatabaseWithoutInternals }, - TableName extends DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals - } - ? keyof DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] - : never = never, -> = DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals -} - ? DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends { - Insert: infer I - } - ? I - : never - : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"] - ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends { - Insert: infer I - } - ? I - : never - : never - -export type TablesUpdate< - DefaultSchemaTableNameOrOptions extends - | keyof DefaultSchema["Tables"] - | { schema: keyof DatabaseWithoutInternals }, - TableName extends DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals - } - ? keyof DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"] - : never = never, -> = DefaultSchemaTableNameOrOptions extends { - schema: keyof DatabaseWithoutInternals -} - ? DatabaseWithoutInternals[DefaultSchemaTableNameOrOptions["schema"]]["Tables"][TableName] extends { - Update: infer U - } - ? U - : never - : DefaultSchemaTableNameOrOptions extends keyof DefaultSchema["Tables"] - ? DefaultSchema["Tables"][DefaultSchemaTableNameOrOptions] extends { - Update: infer U - } - ? U - : never - : never - -export type Enums< - DefaultSchemaEnumNameOrOptions extends - | keyof DefaultSchema["Enums"] - | { schema: keyof DatabaseWithoutInternals }, - EnumName extends DefaultSchemaEnumNameOrOptions extends { - schema: keyof DatabaseWithoutInternals - } - ? keyof DatabaseWithoutInternals[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"] - : never = never, -> = DefaultSchemaEnumNameOrOptions extends { - schema: keyof DatabaseWithoutInternals -} - ? DatabaseWithoutInternals[DefaultSchemaEnumNameOrOptions["schema"]]["Enums"][EnumName] - : DefaultSchemaEnumNameOrOptions extends keyof DefaultSchema["Enums"] - ? DefaultSchema["Enums"][DefaultSchemaEnumNameOrOptions] - : never - -export type CompositeTypes< - PublicCompositeTypeNameOrOptions extends - | keyof DefaultSchema["CompositeTypes"] - | { schema: keyof DatabaseWithoutInternals }, - CompositeTypeName extends PublicCompositeTypeNameOrOptions extends { - schema: keyof DatabaseWithoutInternals - } - ? keyof DatabaseWithoutInternals[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"] - : never = never, -> = PublicCompositeTypeNameOrOptions extends { - schema: keyof DatabaseWithoutInternals -} - ? DatabaseWithoutInternals[PublicCompositeTypeNameOrOptions["schema"]]["CompositeTypes"][CompositeTypeName] - : PublicCompositeTypeNameOrOptions extends keyof DefaultSchema["CompositeTypes"] - ? DefaultSchema["CompositeTypes"][PublicCompositeTypeNameOrOptions] - : never - -export const Constants = { - public: { - Enums: {}, - }, -} as const diff --git a/loan-decision-copilot/src/lib/utils.ts b/loan-decision-copilot/src/lib/utils.ts index a5ef19350..365058ceb 100644 --- a/loan-decision-copilot/src/lib/utils.ts +++ b/loan-decision-copilot/src/lib/utils.ts @@ -1,4 +1,4 @@ -import { clsx, type ClassValue } from "clsx"; +import { type ClassValue, clsx } from "clsx"; import { twMerge } from "tailwind-merge"; export function cn(...inputs: ClassValue[]) { diff --git a/loan-decision-copilot/src/pages/Index.tsx b/loan-decision-copilot/src/pages/Index.tsx deleted file mode 100644 index fa67ef1f5..000000000 --- a/loan-decision-copilot/src/pages/Index.tsx +++ /dev/null @@ -1,251 +0,0 @@ -import { useState } from 'react'; -import { motion, AnimatePresence } from 'framer-motion'; -import { Scale, Shield, Zap, ArrowRight, RotateCcw } from 'lucide-react'; -import { LoanTypeSelector } from '@/components/LoanTypeSelector'; -import { LocationInput } from '@/components/LocationInput'; -import { AgentCard } from '@/components/AgentCard'; -import { BankDetailPanel } from '@/components/BankDetailPanel'; -import { SearchProgress } from '@/components/SearchProgress'; -import { LiveBrowserPreview } from '@/components/LiveBrowserPreview'; -import { useLoanSearch } from '@/hooks/useLoanSearch'; -import { LoanType, BankLoanInfo } from '@/types/loan'; -import { Button } from '@/components/ui/button'; - -const Index = () => { - const [selectedLoanType, setSelectedLoanType] = useState(null); - const [expandedPreview, setExpandedPreview] = useState(null); - const [selectedBank, setSelectedBank] = useState(null); - const { isDiscovering, banks, discoverBanks, reset } = useLoanSearch(); - - const isSearching = isDiscovering || banks.some(b => b.status === 'running'); - const hasStarted = banks.length > 0 || isDiscovering; - - const handleSearch = (location: string) => { - if (selectedLoanType) { - discoverBanks(selectedLoanType, location); - } - }; - - const handleReset = () => { - reset(); - setSelectedLoanType(null); - setExpandedPreview(null); - setSelectedBank(null); - }; - - const handleSelectBank = (bank: BankLoanInfo) => { - setSelectedBank(bank); - }; - - const analyzingCount = banks.filter(b => b.status === 'running').length; - const completedCount = banks.filter(b => b.status === 'completed').length; - - return ( -
- {/* Hero Section */} -
-
-
-
- -
- - {/* Logo */} - - - LoanLens - - -

- Compare Loans{' '} - Before You Apply -

- -

- AI-powered analysis of real bank loan pages. Get objective comparisons with pros, cons, and suitability scoresβ€”all without affecting your credit. -

- - {/* Features */} -
- {[ - { icon: Shield, text: 'No Credit Impact' }, - { icon: Zap, text: 'Real-time Analysis' }, - { icon: Scale, text: 'Objective Comparison' } - ].map((feature, index) => ( - - - {feature.text} - - ))} -
- - - {/* Loan Type Selection */} - {!hasStarted && ( - -

- What type of loan are you looking for? -

- - - - {selectedLoanType && ( - -

- Where are you located? -

- - - )} - - - )} - - {/* Reset Button */} - {hasStarted && ( - - - - )} -
-
- - {/* Search Progress */} - {hasStarted && ( -
- -
- )} - - {/* Results Section */} - {banks.length > 0 && ( -
-
- {/* Agent Grid */} -
- - Analyzing {banks.length} Banks - {analyzingCount > 0 && ( - ({analyzingCount} in progress) - )} - - -
- {banks.map((bank, index) => ( - - ))} -
-
- - {/* Bank Detail Panel */} - setSelectedBank(null)} - /> -
-
- )} - - {/* Empty State */} - {!hasStarted && ( -
- -
- - Select a loan type above to get started -
- -
- )} - - {/* Live Browser Preview Modal */} - - {expandedPreview && expandedPreview.streamingUrl && ( - setExpandedPreview(null)} - /> - )} - - - {/* Footer */} -
-
-
- - LoanLens -
-

- Informational purposes only. Not financial advice. Always verify with the lender. -

-
-
-
- ); -}; - -export default Index; diff --git a/loan-decision-copilot/src/pages/NotFound.tsx b/loan-decision-copilot/src/pages/NotFound.tsx deleted file mode 100644 index 7bc223466..000000000 --- a/loan-decision-copilot/src/pages/NotFound.tsx +++ /dev/null @@ -1,24 +0,0 @@ -import { useLocation } from "react-router-dom"; -import { useEffect } from "react"; - -const NotFound = () => { - const location = useLocation(); - - useEffect(() => { - console.error("404 Error: User attempted to access non-existent route:", location.pathname); - }, [location.pathname]); - - return ( -
-
-

404

-

Oops! Page not found

- - Return to Home - -
-
- ); -}; - -export default NotFound; diff --git a/loan-decision-copilot/src/types/loan.ts b/loan-decision-copilot/src/types/loan.ts index c0a2b97de..53b20f284 100644 --- a/loan-decision-copilot/src/types/loan.ts +++ b/loan-decision-copilot/src/types/loan.ts @@ -1,4 +1,4 @@ -export type LoanType = 'personal' | 'home' | 'education' | 'business'; +export type LoanType = "personal" | "home" | "education" | "business"; export interface LoanTypeOption { id: LoanType; @@ -11,7 +11,7 @@ export interface BankLoanInfo { id: string; bankName: string; url: string; - status: 'pending' | 'running' | 'completed' | 'error'; + status: "pending" | "running" | "completed" | "error"; statusMessage?: string; streamingUrl?: string; result?: LoanAnalysisResult; @@ -29,10 +29,3 @@ export interface LoanAnalysisResult { description: string; score: number; } - -export interface SearchState { - isSearching: boolean; - isDiscovering: boolean; - banks: BankLoanInfo[]; - error?: string; -} diff --git a/loan-decision-copilot/supabase/config.toml b/loan-decision-copilot/supabase/config.toml deleted file mode 100644 index 7a6647969..000000000 --- a/loan-decision-copilot/supabase/config.toml +++ /dev/null @@ -1 +0,0 @@ -project_id = "cmrcmqnpgejnbfsxzict" diff --git a/loan-decision-copilot/supabase/functions/analyze-loan/index.ts b/loan-decision-copilot/supabase/functions/analyze-loan/index.ts deleted file mode 100644 index d6c651c37..000000000 --- a/loan-decision-copilot/supabase/functions/analyze-loan/index.ts +++ /dev/null @@ -1,201 +0,0 @@ -import { serve } from "https://deno.land/std@0.168.0/http/server.ts"; - -const corsHeaders = { - "Access-Control-Allow-Origin": "*", - "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type", -}; - -serve(async (req) => { - if (req.method === "OPTIONS") { - return new Response(null, { headers: corsHeaders }); - } - - try { - const { url, bankName, loanType } = await req.json(); - - if (!url || !bankName) { - return new Response( - JSON.stringify({ error: "url and bankName are required" }), - { status: 400, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } - - const TINYFISH_API_KEY = Deno.env.get("TINYFISH_API_KEY"); - if (!TINYFISH_API_KEY) { - throw new Error("TINYFISH_API_KEY is not configured"); - } - - const loanTypeMap: Record = { - personal: "personal loan", - home: "home loan / mortgage", - education: "education loan / student loan", - business: "business loan / SME loan" - }; - - const loanDescription = loanTypeMap[loanType] || loanType || "loan"; - - const goal = `You are analyzing a bank's ${loanDescription} page for comparison purposes. - -STEP 1 - NAVIGATE: -If this is not the specific loan product page, look for links to ${loanDescription} and navigate there. - -STEP 2 - EXTRACT INFORMATION: -Carefully analyze the page and extract: -- Interest rate ranges (APR, fixed/variable rates) -- Loan tenure/repayment period options -- Eligibility requirements (income, credit score, etc.) -- Fees (processing, origination, prepayment, etc.) -- Key benefits highlighted by the bank -- Any drawbacks or limitations mentioned -- How clear and transparent the terms are - -STEP 3 - RETURN ANALYSIS: -Return a JSON object with your analysis: -{ - "bankName": "${bankName}", - "interestRateRange": "X% - Y% APR" or "Not specified", - "tenure": "X to Y years" or "Not specified", - "eligibility": ["requirement 1", "requirement 2"], - "fees": ["fee 1", "fee 2"], - "benefits": ["benefit 1", "benefit 2", "benefit 3"], - "drawbacks": ["drawback 1", "drawback 2"], - "clarity": "Clear/Moderate/Unclear", - "description": "Brief 2-3 sentence summary of this loan offering", - "score": 7 (rating from 1-10 based on overall value, transparency, and competitiveness) -} - -Be objective and factual. If information is not available, indicate "Not specified".`; - - // Create SSE response - const encoder = new TextEncoder(); - const stream = new ReadableStream({ - async start(controller) { - const send = (data: object) => { - controller.enqueue(encoder.encode(`data: ${JSON.stringify(data)}\n\n`)); - }; - - try { - send({ type: "STATUS", message: "Connecting to browser agent..." }); - - const minoResponse = await fetch("https://agent.tinyfish.ai/v1/automation/run-sse", { - method: "POST", - headers: { - "Content-Type": "application/json", - "X-API-Key": TINYFISH_API_KEY, - }, - body: JSON.stringify({ url, goal, timeout: 300000 }), // 5 minute timeout - }); - - if (!minoResponse.ok) { - const errorText = await minoResponse.text(); - console.error("Mino API error:", minoResponse.status, errorText); - send({ type: "ERROR", message: `Mino API error: ${minoResponse.status}` }); - controller.close(); - return; - } - - const reader = minoResponse.body?.getReader(); - if (!reader) { - send({ type: "ERROR", message: "No response body from Mino" }); - controller.close(); - return; - } - - const decoder = new TextDecoder(); - let buffer = ""; - - while (true) { - const { done, value } = await reader.read(); - if (done) break; - - buffer += decoder.decode(value, { stream: true }); - const lines = buffer.split("\n"); - buffer = lines.pop() || ""; - - for (const line of lines) { - if (line.startsWith("data: ")) { - const jsonStr = line.slice(6).trim(); - if (!jsonStr || jsonStr === "[DONE]") continue; - - try { - const data = JSON.parse(jsonStr); - - if (data.streamingUrl) { - send({ streamingUrl: data.streamingUrl }); - } - - if (data.type === "STATUS" && data.message) { - send({ type: "STATUS", message: data.message }); - } - - if (data.type === "COMPLETE" && data.resultJson) { - let result = data.resultJson; - if (typeof result === "string") { - try { - result = JSON.parse(result); - } catch { - // If parsing fails, create a basic result - result = { - bankName, - description: "Analysis completed but could not parse result", - score: 5 - }; - } - } - send({ type: "COMPLETE", result }); - } - } catch (parseError) { - // Ignore parse errors for incomplete chunks - } - } - } - } - - // Process any remaining buffer - if (buffer.trim()) { - const lines = buffer.split("\n"); - for (const line of lines) { - if (line.startsWith("data: ")) { - const jsonStr = line.slice(6).trim(); - if (jsonStr && jsonStr !== "[DONE]") { - try { - const data = JSON.parse(jsonStr); - if (data.type === "COMPLETE" && data.resultJson) { - let result = data.resultJson; - if (typeof result === "string") { - result = JSON.parse(result); - } - send({ type: "COMPLETE", result }); - } - } catch {} - } - } - } - } - - send({ type: "DONE" }); - controller.close(); - } catch (error) { - console.error("Stream error:", error); - send({ type: "ERROR", message: error instanceof Error ? error.message : "Unknown error" }); - controller.close(); - } - } - }); - - return new Response(stream, { - headers: { - ...corsHeaders, - "Content-Type": "text/event-stream", - "Cache-Control": "no-cache", - "Connection": "keep-alive", - }, - }); - } catch (error) { - console.error("Error in analyze-loan:", error); - return new Response( - JSON.stringify({ error: error instanceof Error ? error.message : "Unknown error" }), - { status: 500, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } -}); diff --git a/loan-decision-copilot/supabase/functions/discover-banks/index.ts b/loan-decision-copilot/supabase/functions/discover-banks/index.ts deleted file mode 100644 index 2987d1a80..000000000 --- a/loan-decision-copilot/supabase/functions/discover-banks/index.ts +++ /dev/null @@ -1,119 +0,0 @@ -import { serve } from "https://deno.land/std@0.168.0/http/server.ts"; - -const corsHeaders = { - "Access-Control-Allow-Origin": "*", - "Access-Control-Allow-Headers": "authorization, x-client-info, apikey, content-type", -}; - -serve(async (req) => { - if (req.method === "OPTIONS") { - return new Response(null, { headers: corsHeaders }); - } - - try { - const { loanType, location } = await req.json(); - - if (!loanType || !location) { - return new Response( - JSON.stringify({ error: "loanType and location are required" }), - { status: 400, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } - - const LOVABLE_API_KEY = Deno.env.get("LOVABLE_API_KEY"); - if (!LOVABLE_API_KEY) { - throw new Error("LOVABLE_API_KEY is not configured"); - } - - const loanTypeMap: Record = { - personal: "personal loan", - home: "home loan / mortgage", - education: "education loan / student loan", - business: "business loan / SME loan" - }; - - const loanDescription = loanTypeMap[loanType] || loanType; - - const prompt = `You are a financial research assistant. Find 5-8 well-known, trusted banks or financial institutions that offer ${loanDescription} in or near ${location}. - -Return ONLY official bank/lender websites (not aggregators like NerdWallet, Bankrate, etc.). Focus on major banks, credit unions, and established lenders. - -For each bank, provide: -1. The bank's official name -2. The direct URL to their ${loanDescription} product page (not homepage) - -Return a JSON object with this exact format: -{ - "banks": [ - { "name": "Bank Name", "url": "https://bank-url.com/loan-page" } - ] -} - -Only return the JSON object, no other text.`; - - const response = await fetch("https://ai.gateway.lovable.dev/v1/chat/completions", { - method: "POST", - headers: { - "Authorization": `Bearer ${LOVABLE_API_KEY}`, - "Content-Type": "application/json", - }, - body: JSON.stringify({ - model: "google/gemini-3-flash-preview", - messages: [ - { role: "system", content: "You are a helpful financial research assistant. Always return valid JSON." }, - { role: "user", content: prompt } - ], - temperature: 0.3, - }), - }); - - if (!response.ok) { - const errorText = await response.text(); - console.error("AI Gateway error:", response.status, errorText); - throw new Error(`AI Gateway error: ${response.status}`); - } - - const data = await response.json(); - const content = data.choices?.[0]?.message?.content || ""; - - // Extract JSON from the response - let banks = []; - try { - // Try to parse the entire content as JSON - const parsed = JSON.parse(content); - banks = parsed.banks || []; - } catch { - // Try to extract JSON from markdown code blocks - const jsonMatch = content.match(/```(?:json)?\s*([\s\S]*?)```/); - if (jsonMatch) { - const parsed = JSON.parse(jsonMatch[1].trim()); - banks = parsed.banks || []; - } else { - // Try to find JSON object in the text - const objMatch = content.match(/\{[\s\S]*"banks"[\s\S]*\}/); - if (objMatch) { - const parsed = JSON.parse(objMatch[0]); - banks = parsed.banks || []; - } - } - } - - // Validate and clean the banks list - const validBanks = banks - .filter((bank: { name?: string; url?: string }) => bank.name && bank.url) - .slice(0, 8); - - console.log(`Found ${validBanks.length} banks for ${loanType} in ${location}`); - - return new Response( - JSON.stringify({ banks: validBanks }), - { headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } catch (error) { - console.error("Error in discover-banks:", error); - return new Response( - JSON.stringify({ error: error instanceof Error ? error.message : "Unknown error" }), - { status: 500, headers: { ...corsHeaders, "Content-Type": "application/json" } } - ); - } -}); diff --git a/loan-decision-copilot/tailwind.config.ts b/loan-decision-copilot/tailwind.config.ts new file mode 100644 index 000000000..5357c9207 --- /dev/null +++ b/loan-decision-copilot/tailwind.config.ts @@ -0,0 +1,32 @@ +import type { Config } from "tailwindcss"; + +const config: Config = { + content: ["./src/**/*.{ts,tsx}"], + theme: { + extend: { + colors: { + background: "hsl(var(--background))", + foreground: "hsl(var(--foreground))", + card: { DEFAULT: "hsl(var(--card))", foreground: "hsl(var(--card-foreground))" }, + primary: { DEFAULT: "hsl(var(--primary))", foreground: "hsl(var(--primary-foreground))" }, + secondary: { DEFAULT: "hsl(var(--secondary))", foreground: "hsl(var(--secondary-foreground))" }, + muted: { DEFAULT: "hsl(var(--muted))", foreground: "hsl(var(--muted-foreground))" }, + accent: { DEFAULT: "hsl(var(--accent))", foreground: "hsl(var(--accent-foreground))" }, + destructive: { DEFAULT: "hsl(var(--destructive))" }, + border: "hsl(var(--border))", + input: "hsl(var(--input))", + ring: "hsl(var(--ring))", + success: "hsl(var(--success))", + warning: "hsl(var(--warning))", + }, + borderRadius: { + lg: "var(--radius)", + md: "calc(var(--radius) - 2px)", + sm: "calc(var(--radius) - 4px)", + }, + }, + }, + plugins: [require("tailwindcss-animate")], +}; + +export default config; diff --git a/loan-decision-copilot/tsconfig.json b/loan-decision-copilot/tsconfig.json index 251877308..fba2bf379 100644 --- a/loan-decision-copilot/tsconfig.json +++ b/loan-decision-copilot/tsconfig.json @@ -1,16 +1,21 @@ { - "files": [], - "references": [{ "path": "./tsconfig.app.json" }, { "path": "./tsconfig.node.json" }], "compilerOptions": { - "baseUrl": ".", - "paths": { - "@/*": ["./src/*"] - }, - "noImplicitAny": false, - "noUnusedParameters": false, - "skipLibCheck": true, + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], "allowJs": true, - "noUnusedLocals": false, - "strictNullChecks": false - } + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [{ "name": "next" }], + "paths": { "@/*": ["./src/*"] } + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] }