"""Well noted if you are not competent, go your way. I want you to offer me the feasibility and the detailed technical stack"""
Title: Code Chaining: Flow Automation for Coding
Description: We are looking for an AI developer for our project for the automation of the entire code chaining process.
Project Overview: For example jupyter notebook workflow typically follows a series of manual steps. These steps include opening the file, data cleaning, subsampling, model training, benchmarking, and model selection...etc. However, we are trying to automate this entire process using a no-code approach inspired by the FlowiseAI interface, www.flowiseai.com, the notebook will be in diagram tree format.
Key Features of Automated Workflow: Plateform will be for users like that : -Project Initialization: Participants will initiate a project by giving it a unique name. -Creating Blocks: Within the project, participants will create blocks representing different stages of the object detection workflow. -Chatbot Interaction: Participants will engage in conversations with a text-to-code chatbot in each block. The chatbot will generate code based on user prompts, automating tasks such as data integration and model optimization. -Data Integration: Participants can seamlessly integrate various data formats, including CSV, JSON, GeoJSON, TIFF, and Excel, into their workflow. -Task Prompt: Participants will direct the chatbot on specific tasks using prompts, guiding it through the objective of each block (e.g. object detection steps). -Code execution: The chatbot will execute the code generated in each block, leveraging multi-agent frameworks for efficient processing. -Interconnecting Blocks: Participants can connect blocks together, creating a tree structure with interconnected nodes representing different tasks. -Output generation: At the end of the workflow, participants will achieve the desired output, with inputs flowing through the entire block/task tree.
The text to code chatbot part is already done you should just focus on the backend of this chaining codes part and UI. Flowiseai is a good example look at their github to understand--> https://github.com/FlowiseAI/Flowise maybe we just need to customize flowise code source to my project, It's up to you to tell me if that's the case.
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