Budget: 3500 USD Deadline: 30 days
Good day!
Your request for creating a structured AI consultant requires not only mobile application development skills but also a deep understanding of working with LlamaIndex/LangChain and building quality knowledge bases. I have experience in creating complex AI systems based on Python that operate through RAG architecture.
Here is how I envision the implementation of your project:
- Data reliability (RAG): Using vector databases (Pinecone/Weaviate) to load relevant codes and regulations of Uzbekistan. This ensures that the AI will provide references to actual articles of law rather than "hallucinating."
- Structured output: Setting up prompt engineering in such a way that responses are provided in the format of an expert conclusion: Situation analysis — Risks — Specific steps — Timelines.
Technology stack:
- Backend: Python (FastAPI/Django) for high speed and scalability.
- Mobile: Flutter or React Native to create a single application for iOS and Android with minimal maintenance costs for both platforms.
- Telegram: Synchronization via Webhook for messaging and user authorization.
- Security: Encryption of user data and storage of consultation history on the server side.
I have experience in developing backend-oriented systems that combine mobile interfaces and Telegram infrastructure. I am ready to ensure the cleanliness of the architecture for further scaling of the product. I have attached a project for analyzing employee performance in a work chat on Telegram. The AI analyzes the content and nature of messages and is capable of predicting burnout, providing reports on work over a certain period, and offering recommendations for improving team members' productivity.
https://freelancehunt.com/showcase/work/analizator-produktivnosti-pratsivnikiv-na-osnovi/1992126.html
I propose the next step: to familiarize myself with your technical specifications so that I can suggest the optimal selection of models (for example, GPT-4o or Claude 3.5 Sonnet) for the best analysis.
I would be happy to discuss the details and become your long-term technical partner.