GSoC-proposal application_saisreesatya_DashBot

doc/gsoc/2025/application_saisreesatya_DashBot.md

@@ -0,0 +1,145 @@
+
+
+### About 
+
+1. **Full Name:** PADALA SAISRISATYA SUBRAMANESWAR  
+2. **Contact Info:**  
+   - Email: [[email protected]](mailto:[email protected])  
+   - Phone: 7842446454  
+3. **Discord Handle:** pssss7656  
+4. **Home Page:** [saisreesatya-blog.pages.dev](https://saisreesatya-blog.pages.dev/)  
+5. **Blog:** [saisreesatya-blog.pages.dev](https://saisreesatya-blog.pages.dev/)  
+6. **GitHub Profile:** [github.com/saisreesatyassss](https://github.com/saisreesatyassss)  
+7. **Socials:**  
+   - Portfolio: [http://saisreesatya.xyz/](http://saisreesatya.xyz/)   
+   - LinkedIn: [linkedin.com/in/saisreesatyassss](https://www.linkedin.com/in/saisreesatyassss)  
+   - Twitter: [x.com/saisreesatya000](https://x.com/saisreesatya000)  
+
+
+8. **Time Zone:** India Standard Time (IST)  
+9. **Resume:** [CV (PDF)](https://saisreesatyassss.github.io/CV/cv.pdf)  
+
+### University Info  
+
+1. **University Name:** VIT AP  
+2. **Program:** CSE - AIML  
+3. **Year of Joining:** 2021  
+4. **Expected Graduation:** 2025  
+
+
+---
+
+### **Motivation & Past Experience**  
+
+1. **Have you worked on or contributed to a FOSS project before?**  
+   Yes, I have contributed to various open-source projects, including API Dash. You can check out my PR here: [PR #727](https://github.com/foss42/apidash/pull/727).  
+   In this pull request, I have detailed all the work I have done, along with videos. Please check it out!  
+
+2. **What is one project/achievement you are most proud of? Why?**  
+   I have worked with multiple startups and started my first job in my second year as a Flutter developer. Over time, I learned backend and frontend development and built more than 20 web apps and some AI models.  
+   One project that I am really proud of is **Mukham App**, which my team and I built. It completely changed how the attendance system worked in our college for teachers. We used geo-fencing and facial recognition, which helped streamline attendance tracking across the entire college.  
+
+3. **What kind of problems or challenges motivate you the most to solve them?**  
+   I love solving complex backend and UI/UX challenges, especially those involving API integrations, data visualization, and automation.  
+   More than that, I like working on innovative challenges—things that no one has ever tried before. If I get an idea, I just want to build it and see where it goes!  
+
+4. **Will you be working on GSoC full-time?**  
+   Yes, I will be working on GSoC full-time. I am currently in my 4th year, and I don’t have any classes or exams going on, so I am completely free to dedicate my time to this project.  
+
+5. **Do you mind regularly syncing up with the project mentors?**  
+   No, I am totally fine with regular sync-ups and discussions. It’s actually something I prefer because it helps in making sure everything is on track and moving in the right direction.  
+
+6. **What interests you the most about API Dash?**  
+   API Dash makes working with APIs really smooth and efficient. The way it helps in testing and documenting APIs is super useful for developers.  
+   But the main reason I got interested in API Dash was when I first started looking at GSoC projects. I checked out more than 25 organizations, joined their chats, and looked at their Slack groups. Out of all of them, API Dash stood out the most because the community was **active, helpful, and really engaging**—even when students had small doubts. That kind of support is what I liked the most!  
+
+7. **Can you mention some areas where the project can be improved?**  
+   - **Better UI/UX for API visualizations.**  
+   - **More integrations** with third-party services.  
+   - **Refining API documentation generation** (which I have already worked on in my PR).  
+   - **Keeping an eye on competitors** like Postman and others—seeing what new features they release and thinking about what we can build and release faster for users.  
+
+---
+
+
+### **Project Proposal Information**  
+
+1. **Proposal Title:** DashBot – The AI Assistant for API Dash  
+
+2. **Abstract:**  
+   API development involves a lot of repetitive tasks—debugging requests, understanding responses, writing documentation, and visualizing data. Developers often spend hours on these, which could be automated.  
+   **DashBot** aims to solve this by introducing an **AI-powered assistant** inside API Dash that will **help developers automate tedious tasks, follow best practices, and interact with APIs using natural language.**  
+   The goal is to make API workflows **faster, smarter, and more intuitive**, saving developers time and effort.    
+
+3. **Detailed Description:**  
+   This project will focus on building **DashBot** as a **modular and extensible AI assistant** that seamlessly integrates with API Dash. The main objectives include:  
+
+   - **Explaining API Responses & Debugging Errors**  
+     DashBot will analyze API responses, detect issues based on status codes & error messages, and provide actionable insights to fix them.  
+
+   - **Generating API Documentation Automatically**  
+     Developers will be able to generate structured and well-formatted API documentation based on request and response data. This will help in keeping docs up-to-date effortlessly.  
+
+   - **Visualizing API Responses with Customizable Charts**  
+     DashBot will generate **interactive plots** and **customizable visualizations** to help developers make sense of API data quickly.  
+
+   - **Understanding APIs & Generating Test Cases**  
+     Instead of manually writing test cases, DashBot will **analyze API responses** and auto-generate test cases to validate API functionality.  
+
+   - **Improving the API Request Experience**  
+     Users will get **auto-suggestions** for API parameters, headers, and request structures to improve efficiency and reduce errors.  
+
+   - **Keeping It Fast & Efficient**  
+     The implementation will focus on keeping DashBot **lightweight, responsive, and easy to use** within API Dash without slowing anything down.  
+
+---
+
+
+### Features Implemented
+
+#### **1. Multi-Model Selection (Google Maps & Snowflake)**
+- Added support for selecting multiple models like Google Maps and Snowflake within API Dash.
+- Enables seamless integration and switching between different models for enhanced flexibility.
+- Screenshot:
+![Multi-Model Selection Screenshot](https://raw.githubusercontent.com/saisreesatyassss/ai_endpoint/refs/heads/main/dash2.jpg)
+
+- Video Demonstration: [Multi-Model Selection Demo](#) *(https://drive.google.com/file/d/1vJcrqLwmMukxqWaaDPXI4WUGF7iBQB2q/view?usp=sharing)*
+
+#### **2. Debug Requests Based on Status Codes & Error Messages**
+- Introduced an intelligent debugging system that analyzes API responses.
+- Provides insights into errors by categorizing them based on status codes and error messages.
+- Enhances developer productivity by offering suggestions for quick issue resolution.
+- Screenshot:
+  ![Debugging Feature Screenshot](https://raw.githubusercontent.com/saisreesatyassss/ai_endpoint/refs/heads/main/dash1.jpg)
+
+
+#### **3. Generate API Documentation**
+- Added functionality to auto-generate API documentation based on request and response structures.
+- Formats and presents the API details in an easy-to-read manner.
+- Screenshot:
+  ![API Documentation Screenshot](https://raw.githubusercontent.com/saisreesatyassss/ai_endpoint/refs/heads/main/dash3.jpg)
+- Video Demonstration: [API Documentation Generation](#) *(https://drive.google.com/file/d/106bYvU0aeMzEE4dj3UGWvX1mDcwrF6I2/view?usp=sharing)*
+
+#### **4. Generate Plots & Visualizations for API Responses**
+- Enables users to visualize API response data through customizable charts and plots.
+- Supports customization options for better data representation.
+- Screenshot:
+  ![Visualization Screenshot](https://raw.githubusercontent.com/saisreesatyassss/ai_endpoint/refs/heads/main/dash4.jpg)
+- Video Demonstration: [API Visualization Demo](#) *(https://drive.google.com/file/d/1eZdwxFqo6sB4IY8ZhrdFAK5PDHLNf4pR/view?usp=sharing)*
+
+---
+
+### **Weekly Timeline**  
+
+- **Week 1:** Research and finalize improvements for API visualization and debugging.  
+- **Week 2:** Set up project structure and integrate AI-powered response analysis.  
+- **Week 3:** Implement debugging features based on status codes and error messages.  
+- **Week 4:** Develop auto-generation of API documentation.  
+- **Week 5:** Improve customization options for API requests and response formatting.  
+- **Week 6:** Implement interactive visualizations for API responses.  
+- **Week 7:** Optimize performance and ensure smooth integration of DashBot features.  
+- **Week 8:** Conduct testing across different devices and environments.  
+- **Week 9:** Finalize UI/UX improvements and fix any remaining issues.  
+- **Week 10:** Complete documentation, final review with mentors, and submit the project.  
+
+-Note: This is a tentative timeline based on my initial thoughts. The plan may evolve based on discussions with mentors and project requirements.

lib/dashbot/features/debug.dart

@@ -10,6 +10,7 @@ class DebugFeature {
   Future<String> debugApi({
     required RequestModel? requestModel,
     required dynamic responseModel,
+    required String selectedAI,
   }) async {
     if (requestModel == null || responseModel == null) {
       return "No recent API requests found.";
@@ -58,6 +59,6 @@ $responseBody
 Provide a CLEAR, ACTIONABLE solution in the SIMPLEST possible language.
 """;
 
-    return _service.generateResponse(prompt);
+    return _service.generateResponse(prompt,selectedAI);
   }
 }

lib/dashbot/features/explain.dart

@@ -1,3 +1,5 @@
+// ignore_for_file: unused_local_variable
+
 import 'dart:convert';
 import '../services/dashbot_service.dart';
 import 'package:apidash/models/request_model.dart';
@@ -10,6 +12,7 @@ class ExplainFeature {
   Future<String> explainLatestApi({
     required RequestModel? requestModel,
     required dynamic responseModel,
+    required String selectedAI,
   }) async {
     if (requestModel == null || responseModel == null) {
       return "No recent API requests found.";
@@ -63,6 +66,6 @@ AVOID:
 Deliver a CRYSTAL CLEAR, CONCISE explanation that anyone can understand.
 ''';
 
-    return _service.generateResponse(prompt);
+    return _service.generateResponse(prompt, selectedAI);
   }
 }