import sys import os sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) import logging from types import ModuleType from flask import Flask, request, redirect logging.basicConfig(level=logging.INFO, format='%(levelname)s: %(message)s') os.environ.setdefault('LLM_URL', 'http://localhost:11434/v1/chat/completions') # SearXNG module mocks searx = ModuleType("searx") searx_plugins = ModuleType("searx.plugins") searx_results = ModuleType("searx.result_types") class MockPlugin: def __init__(self, cfg): self.active = getattr(cfg, 'active', True) class MockPluginInfo: def __init__(self, **kwargs): self.meta = kwargs class MockEngineResults: def __init__(self): self.types = ModuleType("types") self.types.Answer = lambda *args, **kwargs: kwargs.get('answer', args[0] if args else "") self._results = [] def add(self, res): self._results.append(res) searx_plugins.Plugin = MockPlugin searx_plugins.PluginInfo = MockPluginInfo searx_results.EngineResults = MockEngineResults searx.settings = {'server': {'secret_key': 'demo-secret'}} searx.network = ModuleType("searx.network") sys.modules["searx"] = searx sys.modules["searx.plugins"] = searx_plugins sys.modules["searx.result_types"] = searx_results # Network module mock searx_network = ModuleType("searx.network") def mock_network_call(method, url, **kwargs): import http.client, ssl, json from urllib.parse import urlparse parsed = urlparse(url) port = parsed.port or (443 if parsed.scheme=='https' else 80) target = f"{parsed.hostname}:{port}" if parsed.scheme == 'https': conn = http.client.HTTPSConnection(target, timeout=30, context=ssl.create_default_context()) else: conn = http.client.HTTPConnection(target, timeout=30) headers = kwargs.get('headers', {}) body = None if kwargs.get('json'): body = json.dumps(kwargs['json']) elif kwargs.get('data'): body = kwargs['data'] path = parsed.path if parsed.query: path += f"?{parsed.query}" if kwargs.get('params'): from urllib.parse import urlencode query_str = urlencode(kwargs['params']) if '?' in path: path += f"&{query_str}" else: path += f"?{query_str}" conn.request(method, path, body=body, headers=headers) return conn.getresponse() def mock_stream(method, url, **kwargs): res = mock_network_call(method, url, **kwargs) class MockResponse: def __init__(self, r): self.status_code = r.status self.text = "Mock Response" # Stub self._r = r def generator(): while True: chunk = res.read(128) if not chunk: break yield chunk return MockResponse(res), generator() def mock_get(url, **kwargs): import json res = mock_network_call('GET', url, **kwargs) class MockResponse: def __init__(self, r): self.status_code = r.status self._content = r.read() self.text = self._content.decode('utf-8') def json(self): return json.loads(self.text) return MockResponse(res) searx_network.stream = mock_stream searx_network.get = mock_get sys.modules["searx.network"] = searx_network from ollama_answers import SXNGPlugin from flask_babel import Babel app = Flask(__name__) babel = Babel(app) class MockConfig: active = True plugin = SXNGPlugin(MockConfig()) plugin.init(app) @app.route("/config", methods=["POST"]) def update_config(): url = request.form.get("url", "").strip() bearer = request.form.get("bearer", "").strip() model = request.form.get("model", "").strip() query = request.form.get("q", "") if url: plugin.endpoint_url = url plugin.api_key = bearer if bearer else "ollama" if model: plugin.model = model redirect_q = f"?q={query}" if query else "" return redirect(f"/{redirect_q}") @app.route("/search") def mock_search(): query = request.args.get("q", "") format_type = request.args.get("format", "html") if format_type != "json": return "Demo only supports JSON format", 400 results = [ {"title": f"Result 1 for: {query}", "content": f"This is simulated content about {query}. It contains relevant information.", "url": f"https://example.com/1/{query.replace(' ', '-')}", "publishedDate": "2026-01-18"}, {"title": f"Result 2 for: {query}", "content": f"Additional information regarding {query}. More context and details.", "url": f"https://example.com/2/{query.replace(' ', '-')}", "publishedDate": "2026-01-17"}, {"title": f"Result 3 for: {query}", "content": f"Further reading on {query}. Expert analysis.", "url": f"https://example.com/3/{query.replace(' ', '-')}", "publishedDate": "2026-01-16"}, ] return { "results": results, "infoboxes": [], "answers": [], "suggestions": [f"{query} explained", f"{query} tutorial"] } @app.route("/") def index(): query = request.args.get("q", "why is the sky blue") class MockSearchQuery: pageno = 1 lang = 'en' categories = ['general'] MockSearchQuery.query = query class MockSearch: search_query = MockSearchQuery() class MockResultContainer: def __init__(self): self.answers = set() def get_ordered_results(self): base_results = [ {"title": "Wikipedia", "content": "The sky appears blue due to Rayleigh scattering of sunlight. When sunlight enters the atmosphere, it collides with gas molecules and scatters in all directions. Blue light scatters more than other colors because it travels in shorter waves.", "url": "https://en.wikipedia.org/wiki/Rayleigh_scattering", "publishedDate": "2026-01-15"}, {"title": "NASA Science", "content": "Shorter blue wavelengths scatter more than longer red wavelengths. This phenomenon, discovered by Lord Rayleigh in the 1870s, explains why we see a blue sky during the day.", "url": "https://science.nasa.gov/blue-sky", "publishedDate": "2026-01-10"}, {"title": "Physics Today", "content": "The atmosphere acts as a filter, scattering blue light in all directions while letting other colors pass through more directly.", "url": "https://physicstoday.org/atmosphere", "publishedDate": "2026-01-01"}, {"title": "Scientific American", "content": "At sunset, light travels through more atmosphere, scattering away the blue and leaving reds and oranges.", "url": "https://scientificamerican.com/sunset", "publishedDate": "2025-12-20"}, {"title": "National Geographic", "content": "Ocean color also results from light scattering and absorption by water molecules.", "url": "https://nationalgeographic.com/ocean-blue", "publishedDate": "2025-12-15"}, ] broad_results = [ {"title": "MIT OpenCourseWare: Atmospheric Physics", "content": "Course materials.", "url": "https://ocw.mit.edu/physics"}, {"title": "NOAA: Understanding the Atmosphere", "content": "Educational resource.", "url": "https://noaa.gov/atmosphere"}, {"title": "BBC Science: Why is the sky blue?", "content": "Explainer article.", "url": "https://bbc.com/science/sky"}, {"title": "Khan Academy: Light and Color", "content": "Video lesson.", "url": "https://khanacademy.org/light"}, {"title": "HowStuffWorks: Rayleigh Scattering", "content": "Detailed explanation.", "url": "https://howstuffworks.com/rayleigh"}, {"title": "Physics Stack Exchange: Sky color discussion", "content": "Q&A thread.", "url": "https://physics.stackexchange.com/sky"}, {"title": "Quora: Atmospheric optics explained", "content": "Community answers.", "url": "https://quora.com/atmosphere"}, ] if 'quantum' in query.lower(): return [ {"title": "IBM Quantum", "content": "Quantum computers rely on qubits, which can represent 0, 1, or both via superposition. They solve complex problems faster.", "url": "https://www.ibm.com/quantum", "publishedDate": "2026-01-15"}, {"title": "Nature Physics", "content": "Entanglement allows qubits to be correlated instantly across distances. This is key for quantum cryptography and teleportation.", "url": "https://nature.com/articles/quantum", "publishedDate": "2026-01-10"}, {"title": "Wikipedia", "content": "Quantum computing uses quantum mechanics. Major applications include drug discovery and materials science.", "url": "https://en.wikipedia.org/wiki/Quantum_computing", "publishedDate": "2025-12-01"} ] + broad_results return base_results + broad_results result_container = MockResultContainer() search = MockSearch() plugin.post_search(None, search) injection_html = "" if search.result_container.answers: injection_html = list(search.result_container.answers)[0] bearer_display = plugin.api_key if plugin.api_key != "ollama" else "" return f""" AI Answers Demo
⚙ Ollama Configuration

Model: {plugin.model}

{injection_html if injection_html else '

No response — check your Ollama endpoint and token above.

'} """ if __name__ == "__main__": print("AI Answers - Demo\n") print(f" Endpoint: {plugin.endpoint_url}") print(f" Model: {plugin.model or 'N/A'}") print(f" Mode: {'interactive' if plugin.interactive else 'simple'}") print(f"\n http://localhost:5000/?q=why+is+the+sky+blue\n") app.run(debug=False, port=5000)