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Build, connect, and run AI-powered apps instantly using Streamlit and FastAPI — a lightweight accelerator for creating AI apps with minimal setup AI App Builder - Agentic Pipeline Architecture Overview This project uses an agentic (LangGraph-inspired) architecture to generate modular applications from user queries. The core pipeline consists of specialized agents for planning, editing, verifying, and assembling code for frontend, backend, and logic modules. the app looks good but i want some modifications basically i want that when user enters it requirements then it will give Refined Requirements: App Requirements Summary App Overview Core Features Technologies User Interface Data Requirements Assumptions like this which we can edit according to our need or if we are ok with this then we can proceed to next step then it should give like this in next steps System Architecture for the App: High-Level Architecture Key Components & Responsibilities: Technical Stack Major Architectural Decisions Rationale we can edit according to our need or if we are ok with this then we can proceed to next step then it should give the generated layout design like tree structure of the files with comments what each file is doing and we should be able to edit those if we want to if everything is set then it should give us the option to generate code and tell the commands also how to run that code give me proper functioning project with all the changes and one more thing I want a production level project please give me correct and every step should be editable according to the user need please give me everything perfect and use langchain and agents for each and every step design many agents which do different things and different agents should be in different files Unser same project every task should be assigned to some agent and I can see every agent clearly please give me the desired result and 1 more thing i am using groq api key so give me according to that and the code which the app generates in the last should be perfect for all there will not be any kind of problems occur in that
Project ID: 40193146
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12 freelancers are bidding on average ₹1,233 INR for this job

As an experienced developer, I understand the need for a refined yet flexible AI-powered app. Your project relies heavily on the sophisticated LangGraph-inspired architecture, which is right up my alley—I've worked on multiple projects leveraging agentic pipelines to provide modular functionality. With a substantial eight-year expertise in Python, I am well-versed in it
₹1,500 INR in 2 days
5.1
5.1

Hi there, You’re absolutely in the RIGHT PLACE. I’ve delivered SIMILAR PROJECTS multiple times and know EXACTLY how to execute this efficiently and correctly from day one. To lock down the SCOPE, TIMELINE, AND PRICING, I’ll need to ask you a few key questions. Unfortunately, Freelancer’s 1500 CHARACTER LIMIT doesn’t allow me to break everything down properly here. Let’s jump on CHAT so I can show you my PROVEN PAST WORK, walk you through the REAL RESULTS I’ve delivered, and outline a CLEAR ACTION PLAN for your project. You’ll immediately see why my approach is DIFFERENT and EFFECTIVE. If you’re serious about getting this done RIGHT, I’m ready to move forward. Looking forward to CONNECTING and WINNING TOGETHER. Cheers, Mayank Sahu
₹1,050 INR in 7 days
2.0
2.0

As an experienced Full Stack Developer, I bring a unique blend of skills that are perfectly tailored for your AI-Powered App Development project. Firstly, my agile development approach ensures that every task is assigned to specific agents within the codebase, enabling a smooth and seamless collaborative environment. I've mastered various sophisticated technologies including LangGraph-inspired architecture which aligns perfectly with your project requirements. This means I can create a pipeline with specialized agents for frontend, backend, and logic modules, ensuring that all your needs are met. Secondly, my skills in AI Chatbot development including platforms such as OpenAI GPT, LangChain, Pinecone and more make me well-versed in handling the complexities of data management and user queries. It also means that creating functionalities like refined app requirements summary or generating tree structure file layout design wouldn't be a problem for me.
₹1,050 INR in 7 days
1.8
1.8

Given the complexity of your app requirements and the need for precise, editable, and production-level results, choosing our team at OTUSONE would undoubtedly be the best decision for your project. Our strong background in full-stack development, especially working with technologies like Streamlit and FastAPI aligns perfectly with your needs. Building upon this experience, we can deliver on every aspect you've detailed: from the system architecture to UI design to generating refined code that caters to your Groq APIs. Our unique strengths lie not just in our technical skills but also in our innovative and scalable solutions. We've successfully built applications using similar agentic architectures before, demonstrating our capability to generate modular, clearly delineated code - which each agent handling its assigned task efficiently. With a rigorous focus on quality, we guarantee that every step will be bug-free ensuring optimum functioning of the final product.
₹1,050 INR in 30 days
0.0
0.0

Hi. I’m a full‑stack AI engineer experienced with FastAPI, Streamlit, LangChain, and agentic architectures, and I can deliver this as a production‑ready, modular project. I will implement a multi‑agent pipeline where each step has its own dedicated agent and file (requirements, architecture, file‑tree/layout, code generation, verification), all orchestrated via a LangGraph‑style flow. The UI will guide the user through: editable refined requirements, editable system architecture (components, stack, decisions), editable file/folder tree with comments, and finally robust code generation plus clear setup/run commands. Each step will be fully reviewable and editable before moving on. For the LLM layer, I’ll integrate a pluggable provider interface so you can use a strong default (e.g., OpenAI/Anthropic) or any client‑preferred API, with Groq as an option rather than a constraint. The final deliverable will include: clean, typed code, tests, Docker setup, environment configuration, and documentation so it can be deployed and extended confidently. I’m ready to start immediately and iterate with you until every detail matches your expectations.
₹1,000 INR in 2 days
0.0
0.0

I will build a production-ready AI App Builder using Streamlit and FastAPI with a fully agentic architecture powered by LangChain and Groq LLMs. The system will guide users through structured, editable steps: refined requirements generation, app overview, core features, tech stack, assumptions, and data needs. Each step will be fully editable and approved before moving forward. Next, the app will generate an editable system architecture (high-level design, components, responsibilities, and architectural decisions), followed by a tree-structured project layout explaining each file’s role. Once approved, the system will generate clean, modular, and deployable production-level code with clear run commands. Each task will be handled by dedicated agents (Planner, Requirement Refiner, Architect, UI Designer, Code Generator, Verifier), implemented in separate files for clarity and scalability. The final output will be robust, maintainable, and error-free, designed for real-world use. I have strong experience with FastAPI, Streamlit, LangChain, agent pipelines, and API integrations, and I can deliver this complete solution within 2 days as requested.
₹1,050 INR in 7 days
0.0
0.0

I will enhance your existing AI App Builder into a production-grade, agentic pipeline that guides users step-by-step from requirements to runnable code. The system will not directly generate code in one shot. Instead, it will follow a clear, editable workflow, ensuring correctness, transparency, and user control at every stage.
₹1,300 INR in 2 days
0.0
0.0

I am a keen and passionate technologist on a mission to empower businesses by unlocking insights from data using cutting-edge AI/ML methodologies. With a rich blend of engineering, research, and product experience, I thrive at the intersection of innovation and impact—transforming raw data into meaningful strategies that drive growth. Core Expertise: - Languages & Frameworks | Python (data science, data engineering, web development, Generative AI) - Machine Learning | Supervised, Unsupervised & Semi-Supervised learning - Deep Learning Architectures | CNN, RNN, LSTM, ANN - Computer Vision | Object Detection, Image Segmentation, Preprocessing, Activity Recognition - Natural Language Processing (NLP) | Tokenization, Tf-IDF, Count Vectorizer, Word2Vec, Transformers - Generative AI + Agentic AI | Large Language Models (Text & MultiModal), RAG (Vanilla & Advanced), A2A, MCP - Time Series Forecasting | ARIMA, SARIMA, LNN - Big Data & Engineering | PySpark, Hadoop - Data/Text Preprocessing | Stemming, Lemmatization, Feature Engineering/Selection, Data Wrangling - Visualization & BI Tools | Matplotlib, Seaborn, Plotly, MS Power BI - Cloud Ecosystems | Microsoft Azure, Google Cloud Platform - Databases | SQL, NoSQL Let’s connect and collaborate to build intelligent solutions that make a difference!
₹2,050 INR in 7 days
0.0
0.0

I can transform your current AI App Builder into a production-grade, fully agentic platform using LangChain + LangGraph-style orchestration, Streamlit UI, FastAPI backend, and Groq API as the LLM provider. My focus will be to make every step editable, transparent, and modular, exactly as you described. All agents will use Groq API, with logging, retries, and structured prompts. Deliverables • Complete working project • Editable UI for every stage • Clean multi-agent architecture • Error-free generated apps • Documentation + setup guide I have strong experience in LangChain agents, FastAPI, Streamlit, and AI code generation pipelines and can deliver exactly the workflow you envision.
₹1,200 INR in 7 days
0.0
0.0

I have hands-on experience building production-grade LangGraph multi-agent systems (Agentic-qa-app, Prompt-Enhancer-app) with FastAPI backends and Streamlit frontends. My recent work at Tecnvirons involved autonomous conversation flows and state management using LangGraph with PostgreSQL, directly applicable to this project's checkpoint-based workflow. I specialize in creating scalable, maintainable AI systems with proper error handling and cost optimization. I'm excited to deliver a robust, fully-functional AI app builder that meets your exact specifications with production-quality code and seamless user experience at every stage.
₹1,050 INR in 7 days
0.0
0.0

Hi, I’m an AI Agent Developer, Automation Specialist, and Full-Stack Developer focused on building agentic systems, LLM integrations and scalable web applications that optimize business processes like yours. Let’s discuss your project, flexible pricing available. Fast delivery | Perfect implementation | 100% satisfaction
₹1,000 INR in 1 day
0.0
0.0

Muzaffarnagar, India
Member since Jun 23, 2023
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