added the career guidence and recruitify in the Starter Agents .

README.md

@@ -31,6 +31,8 @@ Powered by [Nebius AI Studio](https://dub.sh/nebius) - your one-stop platform fo
 - [LangChain-LangGraph Starter](starter_ai_agents/langchain_langgraph_starter) - LangChain + LangGraph starter.
 - [AWS Strands Agent Starter](starter_ai_agents/aws_strands_starter) - Weather report Agent.
 - [Camel AI Starter](starter_ai_agents/camel_ai_starter) - Performance benchmarking tool that compares the performance of various AI models.
+- [Career_Guidence](simple_ai_agents/Career_Guidence) - Gives the guidence and roadmap towards career based on the user selected options,it also supports Traditional Rag.
+- [Recruitify](simple_ai_agents/Recruitify) - A web app that analyse the resume based on the JobDescription,Interview Question,Enhance Resume,Practise interview based on the question generated.
 
 ## 🪶 Simple Agents
 
@@ -47,6 +49,7 @@ Powered by [Nebius AI Studio](https://dub.sh/nebius) - your one-stop platform fo
 - [Nebius Chat](simple_ai_agents/nebius_chat) - Nebius AI Studio Chat interface.
 - [Talk to Your DB](simple_ai_agents/talk_to_db) - Talk to your Database with GibsonAI & Langchain
 
+
 ## 🗂️ MCP Agents
 
 **Examples using Model Context Protocol:**
@@ -96,6 +99,8 @@ Powered by [Nebius AI Studio](https://dub.sh/nebius) - your one-stop platform fo
 - [Price Monitoring Agent](advance_ai_agents/price_monitoring_agent) - Price monitoring and alerting Agent powered by CrewAi, Twilio & Nebius.
 - [Startup Idea Validator Agent](advance_ai_agents/startup_idea_validator_agent) - Agentic Workflow to validate and analyze startup ideas.
 - [Meeting Assistant Agent](advance_ai_agents/meeting_assistant_agent) - Agentic Workflow that send meeting notes and creates task based on conversation.
+- [AlgoMentor](advance_ai_agents/AlgoMentor) - Agentic Workflow that give the BruteForce,SubOptimal & Optimal Approach and code of the Problem , and also supports the notes making .
+-[ScholaeLens](advance_ai_agents/ScholarLens) - Agentic Workflow for Find Research Paper,Summarizer,Agentic Rag With Pinecone and Agnno, and Companion of papers.
 
 ## 📺 Playlist of Demo Videos & Tutorials
 

advance_ai_agents/AlgoMentor/.env.example

@@ -0,0 +1,7 @@
+# API Keys
+GROQ_API_KEY=your_groq_api_key_here
+GOOGLE_API_KEY=your_google_api_key_here
+
+# Application Settings
+DEBUG=False
+LOG_LEVEL=INFO

advance_ai_agents/AlgoMentor/.gitignore

@@ -0,0 +1,80 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+*.manifest
+*.spec
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# VS Code
+.vscode/
+
+# Streamlit
+.streamlit/
+secrets.toml
+
+
+# Temporary files
+*.tmp
+*.temp
+*.swp
+*.swo
+
+# Logs
+*.log
+logs/
+
+# Database
+*.db
+*.sqlite
+*.sqlite3
+
+# Cache
+.cache/
+*.cache

advance_ai_agents/AlgoMentor/README.md

@@ -0,0 +1,89 @@
+# DSA Assistant 🚀
+
+Your AI-powered coding mentor for problem-solving & algorithm optimization
+
+## ✨ Features
+
+- **🎯 Basic Approach**: Generate brute-force solutions with clear explanations
+- **⚡ Sub-Optimal Solutions**: Improve efficiency step by step  
+- **🏆 Optimal Solutions**: Find the most efficient algorithms
+- **🔍 Code Verification**: Test and validate solutions automatically
+- **📚 Notes Generation**: Transform code into comprehensive study notes
+- **🎨 Interactive UI**: Beautiful Streamlit interface with progress tracking
+
+## 🚀 Quick Start
+
+### Installation
+
+```bash
+# Clone the repository
+git clone https://github.com/ankush0511/AlgoMentor.git
+cd AlgoMentor
+
+# Install dependencies
+pip install -r requirements.txt
+
+# Set up environment variables
+cp .env.example .env
+# Add your API keys to .env file
+```
+
+### Environment Setup
+
+Create a `.env` file with:
+```
+GROQ_API_KEY=your_groq_api_key
+GOOGLE_API_KEY=your_google_api_key
+```
+
+### Run the Application
+
+```bash
+streamlit run main.py
+```
+
+## 📁 Project Structure
+
+```
+DSAAssistant/
+├── 📁 src/                    # Source code
+│   ├── 📁 agents/             # AI agents for different optimization levels
+│   ├── 📁 models/             # Pydantic data models
+│   ├── 📁 utils/              # Utility functions
+│   ├── 📁 ui/                 # User interface components
+│   └── 📁 core/               # Core application logic
+├── 📁 config/                 # Configuration files
+├── 📁 tests/                  # Test files
+├── 📁 docs/                   # Documentation
+├── 📁 assets/                 # Static assets
+├── 📄 main.py                 # Application entry point
+├── 📄 requirements.txt        # Python dependencies
+├── 📄 .env.example           # Environment variables template
+└── 📄 README.md              # Project documentation
+```
+
+## 🛠️ Usage
+
+1. **Enter Problem**: Paste your DSA problem or use example problems
+2. **Basic Approach**: Get brute-force solution with explanation
+3. **Sub-Optimal**: Improve the solution step by step
+4. **Optimal**: Achieve the most efficient algorithm
+5. **Notes**: Generate comprehensive study notes from your code
+
+## 🤝 Contributing
+
+1. Fork the repository
+2. Create a feature branch
+3. Make your changes
+4. Add tests if applicable
+5. Submit a pull request
+
+## 📄 License
+
+This project is licensed under the MIT License.
+
+## 🙏 Acknowledgments
+
+- Built with [Streamlit](https://streamlit.io/)
+- Powered by [Groq](https://groq.com/) and [Google AI](https://ai.google/)
+- Uses [Agno](https://github.com/agno-ai/agno) for AI agent orchestration

advance_ai_agents/AlgoMentor/config/__init__.py

@@ -0,0 +1 @@
+"""Configuration settings"""

advance_ai_agents/AlgoMentor/config/settings.py

@@ -0,0 +1,24 @@
+import streamlit as st
+import os
+from dotenv import load_dotenv
+
+load_dotenv()
+
+# API Configuration
+# GROQ_API_KEY = os.getenv("GROQ_API_KEY")
+# GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
+groq_api_key=st.secrets['GROQ_API_KEY']
+google_api_key=st.secrets['GOOGLE_API_KEY']
+
+# Model Configuration
+GROQ_MODEL = "llama-3.3-70b-versatile"
+GEMINI_MODEL = "gemini-2.0-flash"
+
+# UI Configuration
+PAGE_TITLE = "DSA Assistant"
+PAGE_LAYOUT = "wide"
+SIDEBAR_STATE = "expanded"
+
+# Application Settings
+DEBUG = os.getenv("DEBUG", "False").lower() == "true"
+LOG_LEVEL = os.getenv("LOG_LEVEL", "INFO")