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<!DOCTYPE html> |
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<html lang="en"> |
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<head> |
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<meta charset="UTF-8"> |
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<meta name="viewport" content="width=device-width, initial-scale=1.0"> |
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<title>Al Ghazali RAG API Documentation</title> |
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<link href="https://cdnjs.cloudflare.com/ajax/libs/prismjs/1.29.0/themes/prism-tomorrow.min.css" rel="stylesheet" /> |
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<link href="/home/style.css" rel="stylesheet" /> |
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</head> |
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<body> |
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<div class="container"> |
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<nav class="sidebar"> |
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<div class="logo"> |
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🔗 Al Ghazali RAG API |
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</div> |
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<div class="nav-items"> |
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</div> |
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</nav> |
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<main class="content"> |
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<h1>Al Ghazali RAG Retrieval API</h1> |
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<section id="endpoints"> |
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<h2>Endpoints</h2> |
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<div class="endpoint" id="login"> |
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<h3>1. Login Endpoint</h3> |
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<p><span class="method">POST</span><span class="endpoint-url">/login</span></p> |
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<p>This endpoint is used to authenticate the user and issue an access token and a refresh token.</p> |
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<h4>cURL Request:</h4> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/login \ |
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-H "Content-Type: application/x-www-form-urlencoded" \ |
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-d 'username=user123&password=password123'</code></pre> |
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<h4>Flutter Implementation:</h4> |
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<pre><code class="language-dart">Future<LoginResponse> login(String username, String password) async { |
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final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/login'); |
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try { |
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final response = await http.post( |
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url, |
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headers: {'Content-Type': 'application/x-www-form-urlencoded'}, |
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body: { |
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'username': username, |
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'password': password, |
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}, |
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); |
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if (response.statusCode == 200) { |
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return LoginResponse.fromJson(jsonDecode(response.body)); |
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} else { |
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throw Exception('Failed to login: ${response.body}'); |
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} |
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} catch (e) { |
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throw Exception('Network error: $e'); |
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} |
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} |
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// Model class |
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class LoginResponse { |
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final String accessToken; |
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final String refreshToken; |
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final String tokenType; |
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final int expiresIn; |
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LoginResponse({ |
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required this.accessToken, |
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required this.refreshToken, |
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required this.tokenType, |
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required this.expiresIn, |
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}); |
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factory LoginResponse.fromJson(Map<String, dynamic> json) { |
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return LoginResponse( |
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accessToken: json['access_token'], |
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refreshToken: json['refresh_token'], |
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tokenType: json['token_type'], |
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expiresIn: json['expires_in'], |
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); |
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} |
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}</code></pre> |
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<h4>Response:</h4> |
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<pre><code class="language-json">{ |
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"access_token": "your-access-token", |
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"refresh_token": "your-refresh-token", |
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"token_type": "bearer", |
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"expires_in": 1800 |
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}</code></pre> |
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</div> |
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<div class="endpoint" id="refresh"> |
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<h3>2. Refresh Token Endpoint</h3> |
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<p><span class="method">POST</span><span class="endpoint-url">/refresh</span></p> |
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<p>This endpoint is used to refresh the access token using a valid refresh token.</p> |
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<h4>cURL Request:</h4> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/refresh \ |
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-H "Content-Type: application/json" \ |
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-d '{"refresh_token": "your-refresh-token"}'</code></pre> |
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<h4>Flutter Implementation:</h4> |
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<pre><code class="language-dart">Future<LoginResponse> refreshToken(String refreshToken) async { |
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final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/refresh'); |
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try { |
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final response = await http.post( |
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url, |
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headers: {'Content-Type': 'application/json'}, |
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body: jsonEncode({ |
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'refresh_token': refreshToken, |
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}), |
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); |
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if (response.statusCode == 200) { |
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return LoginResponse.fromJson(jsonDecode(response.body)); |
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} else { |
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throw Exception('Failed to refresh token: ${response.body}'); |
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} |
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} catch (e) { |
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throw Exception('Network error: $e'); |
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} |
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}</code></pre> |
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<h4>Response:</h4> |
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<pre><code class="language-json">{ |
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"access_token": "new-access-token", |
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"refresh_token": "your-refresh-token", |
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"token_type": "bearer", |
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"expires_in": 1800 |
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}</code></pre> |
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</div> |
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<div class="endpoint" id="search"> |
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<h3>3. Search Endpoint</h3> |
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<p><span class="method">POST</span><span class="endpoint-url">/search</span></p> |
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<p>This endpoint is used to send a search query and retrieve results. It requires a valid access token.</p> |
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<h4>cURL Request:</h4> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/search \ |
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-H "Content-Type: application/json" \ |
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-H "Authorization: Bearer your-access-token" \ |
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-d '{"query": "test query"}'</code></pre> |
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<h4>Flutter Implementation:</h4> |
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<pre><code class="language-dart">class SearchResult { |
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final String text; |
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final double similarity; |
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final String modelType; |
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SearchResult({ |
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required this.text, |
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required this.similarity, |
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required this.modelType, |
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}); |
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factory SearchResult.fromJson(Map<String, dynamic> json) { |
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return SearchResult( |
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text: json['text'], |
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similarity: json['similarity'].toDouble(), |
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modelType: json['model_type'], |
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); |
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} |
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} |
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Future<List<SearchResult>> search(String query, String accessToken) async { |
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final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/search'); |
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try { |
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final response = await http.post( |
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url, |
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headers: { |
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'Content-Type': 'application/json', |
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'Authorization': 'Bearer $accessToken', |
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}, |
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body: jsonEncode({ |
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'query': query, |
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}), |
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); |
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if (response.statusCode == 200) { |
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List<dynamic> jsonList = jsonDecode(response.body); |
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return jsonList.map((json) => SearchResult.fromJson(json)).toList(); |
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} else { |
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throw Exception('Search failed: ${response.body}'); |
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} |
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} catch (e) { |
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throw Exception('Network error: $e'); |
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} |
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}</code></pre> |
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<h4>Response:</h4> |
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<pre><code class="language-json">[ |
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{ |
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"text": "Result 1 text", |
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"similarity": 0.95, |
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"model_type": "UAE-Large-V1" |
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}, |
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{ |
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"text": "Result 2 text", |
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"similarity": 0.92, |
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"model_type": "BGE-Large-V1.5" |
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} |
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]</code></pre> |
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</div> |
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<div class="endpoint" id="save"> |
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<h3>4. Save Data Endpoint</h3> |
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<p><span class="method">POST</span><span class="endpoint-url">/save</span></p> |
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<p>This endpoint is used to save user feedback and search results to the Hugging Face dataset. It requires a valid access token.</p> |
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<h4>cURL Request:</h4> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/save \ |
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-H "Content-Type: application/json" \ |
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-H "Authorization: Bearer YOUR_ACCESS_TOKEN" \ |
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-d '{ |
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"items": [ |
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{ |
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"user_type": "user", |
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"username": "user1332", |
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"query": "What is the seventh test of lovers of God?", |
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"retrieved_text": "The seventh test is that lovers of God will love those who obey Him and hate the infidels and the disobedient...", |
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"model_type": "WhereIsAI_UAE_Large_V1", |
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"reaction": "positive", |
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"confidence_score": 0.95 |
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}, |
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{ |
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"user_type": "user", |
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"username": "user1332", |
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"query": "What is the seventh test of lovers of God?", |
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"retrieved_text": "The seventh test is that lovers of God will love those who obey Him and hate the infidels and the disobedient...", |
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"model_type": "BAAI_bge_large_en_v1.5", |
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"reaction": "positive", |
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"confidence_score": 0.92 |
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} |
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] |
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}'</code></pre> |
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<h4>Flutter Implementation:</h4> |
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<pre><code class="language-dart">class SaveInput { |
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final String userType; |
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final String username; |
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final String query; |
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final String retrievedText; |
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final String modelType; |
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final String reaction; |
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final double? confidenceScore; |
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SaveInput({ |
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required this.userType, |
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required this.username, |
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required this.query, |
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required this.retrievedText, |
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required this.modelType, |
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required this.reaction, |
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this.confidenceScore, |
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}); |
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Map<String, dynamic> toJson() { |
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return { |
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'user_type': userType, |
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'username': username, |
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'query': query, |
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'retrieved_text': retrievedText, |
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'model_type': modelType, |
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'reaction': reaction, |
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'confidence_score': confidenceScore, |
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}; |
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} |
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} |
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Future<void> saveData(List<SaveInput> items, String accessToken) async { |
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final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/save'); |
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try { |
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final response = await http.post( |
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url, |
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headers: { |
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'Content-Type': 'application/json', |
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'Authorization': 'Bearer $accessToken', |
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}, |
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body: jsonEncode({ |
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'items': items.map((item) => item.toJson()).toList(), |
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}), |
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); |
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if (response.statusCode != 200) { |
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throw Exception('Failed to save data: ${response.body}'); |
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} |
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} catch (e) { |
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throw Exception('Network error: $e'); |
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} |
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}</code></pre> |
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<h4>Response:</h4> |
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<pre><code class="language-json">{ |
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"message": "Data saved successfully" |
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}</code></pre> |
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</div> |
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<div class="endpoint" id="logout"> |
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<h3>5. Logout Endpoint</h3> |
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<p><span class="method">POST</span><span class="endpoint-url">/logout</span></p> |
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<p>This endpoint is used to revoke the current access token.</p> |
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|
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<h4>cURL Request:</h4> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/logout \ |
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-H "Authorization: Bearer your-access-token"</code></pre> |
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<h4>Flutter Implementation:</h4> |
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<pre><code class="language-dart">Future<void> logout(String accessToken) async { |
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final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/logout'); |
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try { |
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final response = await http.post( |
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url, |
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headers: { |
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'Authorization': 'Bearer $accessToken', |
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}, |
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); |
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if (response.statusCode != 200) { |
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throw Exception('Failed to logout: ${response.body}'); |
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} |
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} catch (e) { |
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throw Exception('Network error: $e'); |
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} |
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}</code></pre> |
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<h4>Response:</h4> |
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<pre><code class="language-json">{ |
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"message": "Successfully logged out" |
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}</code></pre> |
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</div> |
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</section> |
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<section id="workflow"> |
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<h2>Workflow Example</h2> |
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<p>Here's a complete workflow demonstrating how to use the API:</p> |
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<h3>cURL Implementation</h3> |
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<div class="endpoint"> |
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<h3>Step 1: Login</h3> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/login \ |
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-H "Content-Type: application/x-www-form-urlencoded" \ |
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-d 'username=user123&password=password123'</code></pre> |
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</div> |
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<div class="endpoint"> |
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<h3>Step 2: Search</h3> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/search \ |
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-H "Content-Type: application/json" \ |
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-H "Authorization: Bearer your-access-token" \ |
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-d '{"query": "test query"}'</code></pre> |
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</div> |
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<div class="endpoint"> |
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<h3>Step 3: Save Data</h3> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/save \ |
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-H "Content-Type: application/json" \ |
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-H "Authorization: Bearer your-access-token" \ |
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-d '{ |
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"items": [ |
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{ |
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"user_type": "user", |
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"username": "user123", |
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"query": "test query", |
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"retrieved_text": "Result 1 text", |
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"model_type": "all-mpnet-base-v2", |
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"reaction": "positive" |
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} |
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] |
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}'</code></pre> |
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</div> |
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<div class="endpoint"> |
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<h3>Step 4: Refresh Token</h3> |
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<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/refresh \ |
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-H "Content-Type: application/json" \ |
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-d '{"refresh_token": "your-refresh-token"}'</code></pre> |
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</div> |
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<div class="endpoint"> |
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<h3>Step 5: Logout</h3> |
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|
<pre><code class="language-bash">curl -X POST https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/logout \ |
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-H "Authorization: Bearer your-access-token"</code></pre> |
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</div> |
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<h3>Flutter Implementation</h3> |
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<div class="endpoint"> |
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<h4>Complete Flutter Example</h4> |
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|
<pre><code class="language-dart">import 'dart:convert'; |
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import 'package:flutter/material.dart'; |
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import 'package:http/http.dart' as http; |
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void main() { |
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runApp(MyApp()); |
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} |
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class MyApp extends StatelessWidget { |
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@override |
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Widget build(BuildContext context) { |
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return MaterialApp( |
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title: 'Al Ghazali RAG API Example', |
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home: ApiWorkflowExample(), |
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); |
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} |
|
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} |
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|
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class ApiWorkflowExample extends StatefulWidget { |
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@override |
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_ApiWorkflowExampleState createState() => _ApiWorkflowExampleState(); |
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|
} |
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|
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class _ApiWorkflowExampleState extends State<ApiWorkflowExample> { |
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|
String _accessToken = ''; |
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String _refreshToken = ''; |
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List<SearchResult> _searchResults = []; |
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|
|
|
Future<void> _login() async { |
|
|
final username = 'user123'; |
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final password = 'password123'; |
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|
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try { |
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final loginResponse = await login(username, password); |
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setState(() { |
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_accessToken = loginResponse.accessToken; |
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|
_refreshToken = loginResponse.refreshToken; |
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}); |
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|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Login successful!')), |
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|
); |
|
|
} catch (e) { |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Login failed: $e')), |
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|
); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<void> _search() async { |
|
|
final query = 'test query'; |
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|
|
|
|
try { |
|
|
final results = await search(query, _accessToken); |
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|
setState(() { |
|
|
_searchResults = results; |
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|
}); |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Search successful!')), |
|
|
); |
|
|
} catch (e) { |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Search failed: $e')), |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<void> _saveData() async { |
|
|
final items = [ |
|
|
SaveInput( |
|
|
userType: 'user', |
|
|
username: 'user123', |
|
|
query: 'test query', |
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|
retrievedText: _searchResults[0].text, |
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|
modelType: _searchResults[0].modelType, |
|
|
reaction: 'positive', |
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), |
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|
]; |
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|
|
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try { |
|
|
await saveData(items, _accessToken); |
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|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Data saved successfully!')), |
|
|
); |
|
|
} catch (e) { |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Failed to save data: $e')), |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<void> _refreshToken() async { |
|
|
try { |
|
|
final loginResponse = await refreshToken(_refreshToken); |
|
|
setState(() { |
|
|
_accessToken = loginResponse.accessToken; |
|
|
}); |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Token refreshed successfully!')), |
|
|
); |
|
|
} catch (e) { |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Token refresh failed: $e')), |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<void> _logout() async { |
|
|
try { |
|
|
await logout(_accessToken); |
|
|
setState(() { |
|
|
_accessToken = ''; |
|
|
_refreshToken = ''; |
|
|
}); |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Logged out successfully!')), |
|
|
); |
|
|
} catch (e) { |
|
|
ScaffoldMessenger.of(context).showSnackBar( |
|
|
SnackBar(content: Text('Logout failed: $e')), |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
@override |
|
|
Widget build(BuildContext context) { |
|
|
return Scaffold( |
|
|
appBar: AppBar( |
|
|
title: Text('Al Ghazali RAG API Workflow'), |
|
|
), |
|
|
body: Padding( |
|
|
padding: const EdgeInsets.all(16.0), |
|
|
child: Column( |
|
|
crossAxisAlignment: CrossAxisAlignment.stretch, |
|
|
children: [ |
|
|
ElevatedButton( |
|
|
onPressed: _login, |
|
|
child: Text('Login'), |
|
|
), |
|
|
ElevatedButton( |
|
|
onPressed: _search, |
|
|
child: Text('Search'), |
|
|
), |
|
|
ElevatedButton( |
|
|
onPressed: _saveData, |
|
|
child: Text('Save Data'), |
|
|
), |
|
|
ElevatedButton( |
|
|
onPressed: _refreshToken, |
|
|
child: Text('Refresh Token'), |
|
|
), |
|
|
ElevatedButton( |
|
|
onPressed: _logout, |
|
|
child: Text('Logout'), |
|
|
), |
|
|
Expanded( |
|
|
child: ListView.builder( |
|
|
itemCount: _searchResults.length, |
|
|
itemBuilder: (context, index) { |
|
|
final result = _searchResults[index]; |
|
|
return ListTile( |
|
|
title: Text(result.text), |
|
|
subtitle: Text('Similarity: ${result.similarity}, Model: ${result.modelType}'), |
|
|
); |
|
|
}, |
|
|
), |
|
|
), |
|
|
], |
|
|
), |
|
|
), |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<LoginResponse> login(String username, String password) async { |
|
|
final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/login'); |
|
|
|
|
|
try { |
|
|
final response = await http.post( |
|
|
url, |
|
|
headers: {'Content-Type': 'application/x-www-form-urlencoded'}, |
|
|
body: { |
|
|
'username': username, |
|
|
'password': password, |
|
|
}, |
|
|
); |
|
|
|
|
|
if (response.statusCode == 200) { |
|
|
return LoginResponse.fromJson(jsonDecode(response.body)); |
|
|
} else { |
|
|
throw Exception('Failed to login: ${response.body}'); |
|
|
} |
|
|
} catch (e) { |
|
|
throw Exception('Network error: $e'); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<LoginResponse> refreshToken(String refreshToken) async { |
|
|
final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/refresh'); |
|
|
|
|
|
try { |
|
|
final response = await http.post( |
|
|
url, |
|
|
headers: {'Content-Type': 'application/json'}, |
|
|
body: jsonEncode({ |
|
|
'refresh_token': refreshToken, |
|
|
}), |
|
|
); |
|
|
|
|
|
if (response.statusCode == 200) { |
|
|
return LoginResponse.fromJson(jsonDecode(response.body)); |
|
|
} else { |
|
|
throw Exception('Failed to refresh token: ${response.body}'); |
|
|
} |
|
|
} catch (e) { |
|
|
throw Exception('Network error: $e'); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<List<SearchResult>> search(String query, String accessToken) async { |
|
|
final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/search'); |
|
|
|
|
|
try { |
|
|
final response = await http.post( |
|
|
url, |
|
|
headers: { |
|
|
'Content-Type': 'application/json', |
|
|
'Authorization': 'Bearer $accessToken', |
|
|
}, |
|
|
body: jsonEncode({ |
|
|
'query': query, |
|
|
}), |
|
|
); |
|
|
|
|
|
if (response.statusCode == 200) { |
|
|
List<dynamic> jsonList = jsonDecode(response.body); |
|
|
return jsonList.map((json) => SearchResult.fromJson(json)).toList(); |
|
|
} else { |
|
|
throw Exception('Search failed: ${response.body}'); |
|
|
} |
|
|
} catch (e) { |
|
|
throw Exception('Network error: $e'); |
|
|
} |
|
|
} |
|
|
|
|
|
Future<void> saveData(List<SaveInput> items, String accessToken) async { |
|
|
final url = Uri.parse('https://humblebeeai-al-ghazali-rag-retrieval-api.hf.space/save'); |
|
|
|
|
|
try { |
|
|
final response = await http.post( |
|
|
url, |
|
|
headers: { |
|
|
'Content-Type': 'application/json', |
|
|
'Authorization': 'Bearer $accessToken', |
|
|
}, |
|
|
body: jsonEncode({ |
|
|
'items': items.map((item) => item.toJson()).toList(), |
|
|
}), |
|
|
); |
|
|
|
|
|
if (response.statusCode != 200) { |
|
|
throw Exception('Failed to save data: ${response.body}'); |
|
|
} |
|
|
} catch (e) { |
|
|
throw Exception('Network error: $e'); |
|
|
} |
|
|
} |
|
|
|
|
|
class LoginResponse { |
|
|
final String accessToken; |
|
|
final String refreshToken; |
|
|
final String tokenType; |
|
|
final int expiresIn; |
|
|
|
|
|
LoginResponse({ |
|
|
required this.accessToken, |
|
|
required this.refreshToken, |
|
|
required this.tokenType, |
|
|
required this.expiresIn, |
|
|
}); |
|
|
|
|
|
factory LoginResponse.fromJson(Map<String, dynamic> json) { |
|
|
return LoginResponse( |
|
|
accessToken: json['access_token'], |
|
|
refreshToken: json['refresh_token'], |
|
|
tokenType: json['token_type'], |
|
|
expiresIn: json['expires_in'], |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
class SearchResult { |
|
|
final String text; |
|
|
final double similarity; |
|
|
final String modelType; |
|
|
|
|
|
SearchResult({ |
|
|
required this.text, |
|
|
required this.similarity, |
|
|
required this.modelType, |
|
|
}); |
|
|
|
|
|
factory SearchResult.fromJson(Map<String, dynamic> json) { |
|
|
return SearchResult( |
|
|
text: json['text'], |
|
|
similarity: json['similarity'].toDouble(), |
|
|
modelType: json['model_type'], |
|
|
); |
|
|
} |
|
|
} |
|
|
|
|
|
class SaveInput { |
|
|
final String userType; |
|
|
final String username; |
|
|
final String query; |
|
|
final String retrievedText; |
|
|
final String modelType; |
|
|
final String reaction; |
|
|
|
|
|
SaveInput({ |
|
|
required this.userType, |
|
|
required this.username, |
|
|
required this.query, |
|
|
required this.retrievedText, |
|
|
required this.modelType, |
|
|
required this.reaction, |
|
|
}); |
|
|
|
|
|
Map<String, dynamic> toJson() { |
|
|
return { |
|
|
'user_type': userType, |
|
|
'username': username, |
|
|
'query': query, |
|
|
'retrieved_text': retrievedText, |
|
|
'model_type': modelType, |
|
|
'reaction': reaction, |
|
|
}; |
|
|
} |
|
|
}</code></pre> |
|
|
</div> |
|
|
</section> |
|
|
</main> |
|
|
</div> |
|
|
|
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/prismjs/1.29.0/prism.min.js"></script> |
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/prismjs/1.29.0/components/prism-bash.min.js"></script> |
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/prismjs/1.29.0/components/prism-json.min.js"></script> |
|
|
<script src="/home/script.js"></script> |
|
|
</body> |
|
|
</html> |
