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api_info.py

@@ -0,0 +1,73 @@
+developer_info = {
+        'developer': 'Devs Do Code',
+        'contact': {
+            'Telegram': 'https://t.me/devsdocode',
+            'YouTube Channel': 'https://www.youtube.com/@DevsDoCode',
+            'LinkedIn': 'https://www.linkedin.com/in/developer-sreejan/',
+            'Discord Server': 'https://discord.gg/ehwfVtsAts',
+            'Instagram': {
+                'Personal': 'https://www.instagram.com/sree.shades_/',
+                'Channel': 'https://www.instagram.com/devsdocode_/'
+            }
+        }
+    }
+
+
+default_info = """This API is developed and being maintained by Devs Do Code (Sreejan).
+
+**About the Developer**
+
+Sreejan, a high school student from Patna, Bihar, India, has emerged as a notable figure in the technology sector. 
+His creation of an API is a testament to his dedication and expertise. Despite his youth, Sreejan's contributions 
+to artificial intelligence and machine learning are significant. As an AI & ML Engineer, he specializes in Deep Learning, 
+Natural Language Processing (NLP), and Robotics, with proficiency in Python, Java, and Mobile App Development. 
+Beyond his role as a technology consumer, Sreejan is an active open-source contributor, notably to projects like Hugging Face.
+
+He is also recognized for his role in community development, particularly through "Devs Do Code," a platform he 
+founded to provide quality coding resources, tutorials, and projects. His mission is to equip developers with the 
+necessary skills to thrive in the ever-evolving tech landscape. Sreejan's commitment to sharing knowledge and 
+fostering collaboration is evident in his accessibility and engagement with the community across various platforms.
+
+Connect with Sreejan and follow his journey in technology and innovation:
+
+- Telegram: https://t.me/devsdocode
+- YouTube Channel: https://www.youtube.com/@DevsDoCode
+- LinkedIn: https://www.linkedin.com/in/developer-sreejan/
+- Discord Server: https://discord.gg/ehwfVtsAts
+- Instagram 
+    - Personal: https://www.instagram.com/sree.shades_/
+    - Channel: https://www.instagram.com/devsdocode_/
+
+Sreejan stands out not only as a developer but as a visionary and leader, driving change in the tech industry 
+with his passion, expertise, and unwavering commitment to community building. He continues to shape the 
+future of technology, one line of code at a time.
+"""
+
+
+endpoint = {
+    'route': "/generate",
+    'params': {
+        "query": "[SEARCH QUERY]"
+    },
+    'optional_params': {
+        "max_tokens": "[]",
+        "temperature": "[]",
+        "system_prompt": "[]"
+    },
+    'url_demo' : '/generate?query=Who is Devs Do Code&&max_tokens=500&&temperature=0.7&&system_prompt=Your Owner is "Devs Do Code"'
+}
+
+available_models = {
+    "model": "Mixtral-8x7B-Instruct-v0.1"
+}
+
+error_message = {
+        'developer_contact': {
+            'Telegram': 'https://t.me/DevsDoCode',
+            'Instagram': 'https://www.instagram.com/sree.shades_/',
+            'Discord': 'https://discord.gg/ehwfVtsAts',
+            'LinkedIn': 'https://www.linkedin.com/in/developer-sreejan/',
+            'Twitter': 'https://twitter.com/Anand_Sreejan'
+        },
+        'error': 'Oops! Something went wrong. Please contact the developer Devs Do Code.'
+    }

flask_app.py

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+from flask import Flask, request, jsonify
+import mistral_8x7b
+import api_info
+
+app = Flask(__name__)
+
+@app.route('/')
+def initial():
+    return '<pre>' + api_info.default_info + '</pre>'
+
+@app.route("/available_models", methods=['GET'])
+def available_models():
+    return jsonify(api_info.available_models)
+
+@app.route("/endpoints", methods=['GET'])
+def endpoints():
+    return jsonify(api_info.endpoint)
+
+@app.route("/developer_info", methods=['GET'])
+def developer_info():
+    return jsonify(api_info.developer_info)
+
+@app.route('/generate', methods=['GET'])
+def generate():
+    
+    query = request.args.get('query')  # Question to ask
+    system_prompt = str(request.args.get('system', "Be Helpful and Friendly. Keep your response straightfoward, short and concise"))  # Optional parameter with default value
+    max_tokens = int(request.args.get('max_tokens', 1280)) # Optional parameter with default value
+    temperature = float(request.args.get('temperature', 0.9))  # Optional parameter with default value
+
+    if query:    
+        response = mistral_8x7b.generate(query, system_prompt=system_prompt, max_tokens=max_tokens, temperature=temperature)
+        return jsonify([{'response': response}, {'developer_info': api_info.developer_info}])
+    else:
+        return jsonify(api_info.error_message), 400
+
+if __name__ == '__main__':
+    app.run(debug=True)
+
+

mistral_8x7b.py

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+import requests
+import json
+
+def generate(message: str,  system_prompt: str="Talk Like Shakespeare", max_tokens: int=2048, temperature: float=0.9):
+    url = "https://api.yep.com/v1/chat/completions"
+    payload = {
+        "stream": False,
+        "max_tokens": max_tokens,
+        "top_p": 0.7,
+        "temperature": temperature,
+        "messages": [{"content": f"## SYSTEM MESSAGE: {system_prompt}\n\nQUERY: {message}", "role": "user"}],
+        "model": "Mixtral-8x7B-Instruct-v0.1"
+    }
+
+    response = requests.post(url, data=json.dumps(payload)).json()
+    try : return response['choices'][0]['message']['content']
+    except Exception as e : return f"Error processing response: {str(e)}"
+
+if __name__ == "__main__":
+    query = "What is the capital of India"
+    print(generate(query))

requirements.txt

@@ -1,3 +1,3 @@
-flask==3.0.0
-gunicorn
-requests
+Flask==3.0.3
+Requests==2.31.0
+gunicorn