You will get An AI Web API to Q&A with your Files
Project details
It is an AI-based Web API for question-answering (QA) with files, documents, and databases. It allows you to ask questions and receive answers directly from your data. It works with different types of content, like plain text and Markdown files, documents such as PDF, Word, and Excel, and structured or unstructured data stored in databases like MSSQL, PostgreSQL, and MongoDB.
The Web API connects to these sources, processes the content, and uses Microsoft Semantic Kernel to answer your questions using LLMs like OpenAI, Mistral, Azure OpenAI, etc.
You can ask natural language questions, and Microsoft Semantic Kernel uses dense vectors stored in Elasticsearch to quickly search through large amounts of your data to answer questions with citations. This setup allows users to build systems like internal Chatbots, integration with other systems that can interact with their data using simple questions, without needing to browse through files or run manual queries.
The Web API connects to these sources, processes the content, and uses Microsoft Semantic Kernel to answer your questions using LLMs like OpenAI, Mistral, Azure OpenAI, etc.
You can ask natural language questions, and Microsoft Semantic Kernel uses dense vectors stored in Elasticsearch to quickly search through large amounts of your data to answer questions with citations. This setup allows users to build systems like internal Chatbots, integration with other systems that can interact with their data using simple questions, without needing to browse through files or run manual queries.
AI Algorithms
Large Language ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI-Enhanced Classification, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, Hugging Face, Microsoft 365 Copilot, Microsoft CNTK, PyTorch, TensorFlowAI Models
ChatGPT, GPT-4, GPT-J, LLaMA, WhisperWhat's included
| Service Tiers |
Starter
$300
|
Standard
$600
|
Advanced
$900
|
|---|---|---|---|
| Delivery Time | 1 day | 10 days | 20 days |
Number of Revisions | 0 | 0 | 0 |
AI Model Integration | - | ||
Batch Normalization | - | - | - |
Database Integration | - | - | |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | |
Model Tuning | - | - | |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | |
Setup File | |||
Source Code | - | - | - |
Frequently asked questions
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About Rafey Syed
Expert Cloud AI Engineer
84%
Job Success
Karachi, Pakistan - 11:28 am local time
I’m an Expert Full-Stack Cloud Engineer with 27+ years of experience in developing scalable web and mobile platforms.
I can help you build your AWS, Azure, and GCP based web MVP or SaaS with backend databases like MySQL, MongoDB, Cassandra, DynamoDB, CosmosDB, SQL Server, Firebird, Azure SQL, and Elasticsearch.
I have deep experience in building scalable Cloud solutions using API Gateways, Docker/Kubernetes (AKS, GKS, EKS), REST, GraphQL, CI/CD, and Microservices (with RabbitMQ and Kafka).
Being good at web development, I can build frontend apps using React, Angular and Vue frameworks for your MVP.
I have previously built scalable systems and MVPs in various industries. For example:
I'll help you create a list of cloud projects from your portfolio, organized by cloud provider. I'll analyze the project summaries and categorize them based on the cloud technologies mentioned.
AWS Projects:
1. Small World Financial Services
- Banking domain
- Technologies: AWS, SpringBoot, Java
- Focus: International money transfer systems
2. TradeSun
- Banking domain
- Technologies: AWS Lambda, NodeJS, Angular, Serverless, DynamoDB
- Focus: AI-powered trade document checking system for JPMorgan
3. CrazyDeals.com
- E-commerce domain
- Technologies: AWS, Magento, Redis, MySQL
- Focus: Online shopping platform optimization
4. Al Jazeera Media Network
- Media domain
- Technologies: AWS, SASS, JSP, NodeJS, Ruby
- Focus: Content management system for news production
5. Pop Social
- Social Media domain
- Technologies: React Native, SpringBoot, GO, AWS
- Focus: Social media platform with Web3 integration
6. ApexChat
- Communication domain
- Technologies: Socket.io, AWS Fargate, SQS, SNS, NodeJs
- Focus: Customer service chat system
7. TaskQue.com
- Project Management domain
- Technologies: PHP Lumen/Yii, AWS, AngularJS2, MongoDB
- Focus: Project management tool
8. Smart Gun Cover System
- IoT domain
- Technologies: AWS IoT, AWS SNS, Python TensorFlow
- Focus: AI-powered firearm monitoring system
9. AARP MoneyMap
- Analytics domain
- Technologies: React, Apollo, GraphQL, Google Analytics, Aurora
- Focus: User behavior analytics platform for financial planning
Azure Projects:
1. iPrice Group
- E-commerce domain
- Technologies: Azure, PowerBI, Python, Cassandra
- Focus: Price comparison data system
2. GET Consulting
- ERP domain
- Technologies: Azure Functions, Cosmos, Service Bus, Redis, Angular
- Focus: Cloud-based business management system
GCP Projects:
1. SCEAI Qatari Economics Portal
- Public sector, analytics domain
- Technologies: GCP OpenAI, Pinecone, Web API
- Focus: RAG/AI-powered data analytics and question answering system
I believe I can build nice Cloud solutions for you. I am looking forward to working with you.
Warm Regards,
Rafey
Full-Stack Cloud Engineer | Azure | AWS | GCP
Steps for completing your project
After purchasing the project, send requirements so Rafey Syed can start the project.
Delivery time starts when Rafey Syed receives requirements from you.
Rafey Syed works on your project following the steps below.
Revisions may occur after the delivery date.
Standard Requirements Gathering
Standard Requirements Gathering In the Standard plan, requirements gathering focuses on integrating a new language model. A single model integration will cost $500.
Premium Requirements Gathering
Premium Requirements Gathering The Premium plan involves deep technical planning for cross-platform development, such as porting the application from C# to Java or Python, or restructuring the codebase for modularity and scalability.