import json from datetime import datetime from flask import Blueprint, render_template, request, redirect, url_for, flash, jsonify, current_app from flask_login import login_required, current_user from app.extensions import db, csrf from app.models.report import Report from app.models.services import IncubatorApplication, IncubatorPartner incubator_bp = Blueprint("incubator", __name__, url_prefix="/incubator") KNOWN_INCUBATORS = [ {"name": "Badir Program", "name_ar": "برنامج بادر لحاضنات التقنية", "city": "الرياض", "website": "https://badir.com.sa"}, {"name": "Flat6Labs Jeddah", "name_ar": "فلات6لابز جدة", "city": "جدة", "website": "https://flat6labs.com"}, {"name": "Monsha'at", "name_ar": "منشآت", "city": "الرياض", "website": "https://monshaat.gov.sa"}, {"name": "KAUST Innovation", "name_ar": "ابتكار كاوست", "city": "ثول", "website": "https://innovation.kaust.edu.sa"}, {"name": "Wadi Makkah", "name_ar": "وادي مكة للتقنية", "city": "مكة", "website": "https://wvm.com.sa"}, {"name": "Eastern Province Chamber", "name_ar": "غرفة الشرقية", "city": "الدمام", "website": "https://chamber.sa"}, {"name": "Riyadh Valley Company", "name_ar": "شركة وادي الرياض", "city": "الرياض", "website": "https://rvc.com.sa"}, {"name": "Wa'ed Ventures", "name_ar": "واعد", "city": "الظهران", "website": "https://waed.net"}, {"name": "Hub71 Abu Dhabi", "name_ar": "هب71 أبوظبي", "city": "أبوظبي", "website": "https://hub71.com"}, {"name": "In5 Dubai", "name_ar": "إن5 دبي", "city": "دبي", "website": "https://infive.ae"}, ] @incubator_bp.route("/apply/", methods=["GET", "POST"]) @login_required def apply(report_id): report = Report.query.get_or_404(report_id) if report.user_id != current_user.id: return redirect(url_for("dashboard.index")) if request.method == "POST": incubator_name = request.form.get("incubator_name", "") incubator_type = request.form.get("incubator_type", "accelerator") app_entry = IncubatorApplication( user_id=current_user.id, report_id=report.id, incubator_name=incubator_name, incubator_type=incubator_type, status="draft", ) db.session.add(app_entry) db.session.commit() return redirect(url_for("incubator.edit", app_id=app_entry.id)) applications = IncubatorApplication.query.filter_by( report_id=report_id, user_id=current_user.id ).order_by(IncubatorApplication.created_at.desc()).all() partners = IncubatorPartner.query.filter_by(is_active=True).all() return render_template( "incubator/apply.html", report=report, applications=applications, incubators=KNOWN_INCUBATORS, partners=partners, ) @incubator_bp.route("/edit/", methods=["GET", "POST"]) @login_required def edit(app_id): application = IncubatorApplication.query.get_or_404(app_id) if application.user_id != current_user.id: return redirect(url_for("dashboard.index")) if request.method == "POST": project_summary = request.form.get("project_summary", "").strip() application.application_data_json = { "team_size": request.form.get("team_size", ""), "stage": request.form.get("stage", ""), "funding_needed": request.form.get("funding_needed", ""), "traction": request.form.get("traction", ""), "unique_value": request.form.get("unique_value", ""), "project_summary": project_summary, } if project_summary: application.ai_application_text = project_summary application.status = "ready" db.session.commit() flash("تم حفظ بيانات الطلب", "success") return redirect(url_for("incubator.apply", report_id=application.report_id)) return render_template("incubator/edit.html", application=application) @incubator_bp.route("/api/fill-form", methods=["POST"]) @login_required @csrf.exempt def api_fill_form(): """AI fills the form fields with smart suggestions based on report data.""" data = request.get_json() or {} app_id = data.get("application_id") application = IncubatorApplication.query.get_or_404(app_id) if application.user_id != current_user.id: return jsonify({"error": "Unauthorized"}), 403 report = application.report synthesis = report.synthesis_result or {} lang = getattr(current_user, "language_pref", "ar") or "ar" lang_name = "Arabic" if lang == "ar" else "English" prompt = f"""You are an expert at filling incubator/accelerator application forms. Based on the project data below, generate smart, realistic values for each form field. Project Name: {report.project_name} Description: {report.project_description} Executive Summary: {synthesis.get('executive_summary', '')} Market Analysis: {json.dumps(synthesis.get('market_analysis', {}), ensure_ascii=False)[:500]} Financial: {json.dumps(synthesis.get('financial_projections', {}), ensure_ascii=False)[:500]} Target Incubator: {application.incubator_name} Return ONLY a valid JSON object with these exact keys (respond in {lang_name}): {{ "team_size": "realistic team composition, e.g. 2 co-founders + 3 developers", "stage": "one of: idea, mvp, beta, launched, growth", "funding_needed": "realistic funding amount with currency", "traction": "realistic traction metrics based on the project type", "unique_value": "compelling unique value proposition, 2-3 sentences max" }} IMPORTANT: Return ONLY the JSON object, no markdown, no explanation.""" from app.ai.diamond import call_ai, run_sync try: messages = [ {"role": "system", "content": "You return only valid JSON. No markdown fences, no extra text."}, {"role": "user", "content": prompt}, ] result = run_sync(call_ai(messages, model_type="fast")) # Parse the JSON from AI response result_clean = result.strip() if result_clean.startswith("```"): result_clean = result_clean.split("\n", 1)[-1].rsplit("```", 1)[0].strip() fields = json.loads(result_clean) # Validate stage value valid_stages = ["idea", "mvp", "beta", "launched", "growth"] if fields.get("stage", "").lower() not in valid_stages: fields["stage"] = "idea" else: fields["stage"] = fields["stage"].lower() return jsonify({"fields": fields}) except json.JSONDecodeError: return jsonify({"error": "AI returned invalid format. Please try again."}), 500 except Exception as e: current_app.logger.error(f"Fill form AI error: {e}") return jsonify({"error": str(e)}), 500 @incubator_bp.route("/api/generate-application", methods=["POST"]) @login_required @csrf.exempt def api_generate_application(): """Generate full application text after form is filled.""" data = request.get_json() or {} app_id = data.get("application_id") application = IncubatorApplication.query.get_or_404(app_id) if application.user_id != current_user.id: return jsonify({"error": "Unauthorized"}), 403 report = application.report synthesis = report.synthesis_result or {} # Accept form_data from request (sent by JS after AI fill) or fall back to saved data form_data = data.get("form_data") if form_data and isinstance(form_data, dict): app_data = form_data # Also save to DB so it persists application.application_data_json = form_data else: app_data = application.application_data_json or {} import json as _json market_summary = synthesis.get("market_analysis_summary", "") financial = synthesis.get("financial_highlights", {}) financial_str = _json.dumps(financial, ensure_ascii=False)[:600] if isinstance(financial, dict) else str(financial)[:600] competitive = synthesis.get("competitive_analysis_summary", "") tam_sam = synthesis.get("tam_sam_som", {}) tam_str = _json.dumps(tam_sam, ensure_ascii=False)[:400] if isinstance(tam_sam, dict) else str(tam_sam)[:400] swot = synthesis.get("swot", {}) strengths = swot.get("strengths", []) if isinstance(swot, dict) else [] bmc = synthesis.get("business_model_canvas", {}) revenue_streams = bmc.get("revenue_streams", []) if isinstance(bmc, dict) else [] recommendations = synthesis.get("recommendations", []) prompt = f"""أنت خبير محترف في كتابة طلبات الانضمام لحاضنات ومسرعات الأعمال. مطلوب منك كتابة طلب انضمام تفصيلي واحترافي لحاضنة "{application.incubator_name}". === بيانات المشروع === اسم المشروع: {report.project_name} وصف المشروع: {report.project_description} حجم الفريق: {app_data.get('team_size', 'غير محدد')} مرحلة المشروع: {app_data.get('stage', 'غير محدد')} التمويل المطلوب: {app_data.get('funding_needed', 'غير محدد')} الجذب/Traction: {app_data.get('traction', 'غير محدد')} القيمة الفريدة: {app_data.get('unique_value', 'غير محدد')} === بيانات من دراسة الجدوى === الملخص التنفيذي: {synthesis.get('executive_summary', '')} تحليل السوق: {market_summary} حجم السوق (TAM/SAM/SOM): {tam_str} التحليل المالي: {financial_str} التحليل التنافسي: {competitive} نقاط القوة: {', '.join(str(s) for s in strengths[:5]) if strengths else 'غير متوفر'} مصادر الإيرادات: {', '.join(str(r) for r in revenue_streams[:5]) if revenue_streams else 'غير متوفر'} التوصيات: {', '.join(str(r) for r in recommendations[:3]) if recommendations else 'غير متوفر'} === المطلوب === اكتب طلب انضمام مفصّل ومقنع يتضمن الأقسام الثمانية التالية. كل قسم يجب أن يكون فقرة كاملة (3-5 جمل على الأقل) وليس مجرد نقاط مختصرة: 1. الملخص التنفيذي — لخّص المشروع وأهدافه وحجم السوق والميزة التنافسية والتوقعات المالية في فقرة شاملة ومقنعة. 2. وصف المشكلة والحل — اشرح المشكلة التي يحلها المشروع والحل المقترح بالتفصيل. 3. حجم السوق والفرصة — استخدم بيانات TAM/SAM/SOM ومعدل النمو لإظهار حجم الفرصة. 4. نموذج العمل — اشرح كيف يحقق المشروع الإيرادات (اشتراكات، خدمات، إلخ) بالتفصيل. 5. الميزة التنافسية — ما الذي يميز المشروع عن المنافسين وما هي نقاط القوة الفريدة. 6. الفريق والخبرات — صف تكوين الفريق وخبراتهم وكيف يضمنون نجاح المشروع. 7. خطة استخدام التمويل/الدعم — كيف سيتم استخدام التمويل المطلوب (تطوير، تسويق، توظيف، إلخ). 8. الأهداف خلال فترة الحضانة — أهداف محددة وقابلة للقياس خلال فترة الحضانة. مهم جداً: - اكتب كل قسم كفقرة نصية كاملة ومفصلة (وليس نقاط مختصرة). - استخدم الأرقام والإحصائيات من البيانات المتوفرة. - اجعل النص مقنعاً واحترافياً كأنه طلب حقيقي لحاضنة أعمال. - أجب بتنسيق HTML نظيف: استخدم

للعناوين و

للفقرات. لا تستخدم markdown.""" from app.ai.diamond import call_ai, run_sync try: messages = [{"role": "system", "content": "أنت خبير في كتابة طلبات الانضمام لحاضنات الأعمال."}, {"role": "user", "content": prompt}] result = run_sync(call_ai(messages, model_type="deep")) application.ai_application_text = result application.status = "generated" db.session.commit() return jsonify({"text": result}) except Exception as e: return jsonify({"error": str(e)}), 500 # --- Open API for External Incubator Partners --- @incubator_bp.route("/api/v1/applications", methods=["GET"]) @csrf.exempt def partner_api_list_applications(): api_key = request.headers.get("X-API-Key", "") if not api_key: return jsonify({"error": "API key required"}), 401 from werkzeug.security import check_password_hash partner = IncubatorPartner.query.filter_by(is_active=True).all() authorized = None for p in partner: if p.api_key_hash and check_password_hash(p.api_key_hash, api_key): authorized = p break if not authorized: return jsonify({"error": "Invalid API key"}), 403 applications = IncubatorApplication.query.filter_by( incubator_name=authorized.name, status="submitted", ).all() result = [] for app in applications: result.append({ "id": app.id, "project_name": app.report.project_name if app.report else "", "project_description": app.report.project_description if app.report else "", "application_data": app.application_data_json, "pitch_summary": app.pitch_summary, "submitted_at": app.submitted_at.isoformat() if app.submitted_at else None, }) return jsonify({"applications": result, "count": len(result)}) @incubator_bp.route("/api/v1/applications//respond", methods=["POST"]) @csrf.exempt def partner_api_respond(app_id): api_key = request.headers.get("X-API-Key", "") if not api_key: return jsonify({"error": "API key required"}), 401 from werkzeug.security import check_password_hash partner = IncubatorPartner.query.filter_by(is_active=True).all() authorized = None for p in partner: if p.api_key_hash and check_password_hash(p.api_key_hash, api_key): authorized = p break if not authorized: return jsonify({"error": "Invalid API key"}), 403 application = IncubatorApplication.query.get_or_404(app_id) data = request.get_json() or {} application.response_status = data.get("status", "reviewed") db.session.commit() return jsonify({"success": True, "application_id": app_id})