panaversity/learn-agentic-ai
Dec 2024 – Apr 2025
3 Months active
Languages Used
PythonMarkdownTOML
Technical Skills
Generative AIGoogle Generative AILLMsLangChainPineconeRAG
Ibtisam Anwar
PROFILE
Ibtisam Anwar
Over three months, contributed to panaversity/learn-agentic-ai and HeyPuter/puter by building and enhancing AI-driven features. Developed a modular Weather Agent in Python that integrates with external APIs and Gemini/OpenAI-compatible clients, enabling real-time weather retrieval in chat applications. Established foundational Retrieval-Augmented Generation (RAG) infrastructure using LangChain and Pinecone for scalable question answering, and implemented function calling to allow generative AI to autonomously invoke tools for mathematical operations. Improved localization in HeyPuter/puter by refining Urdu translations for billing terms. Work demonstrated depth in Python development, API integration, environment configuration, and vector database management, supporting robust, extensible AI workflows across repositories.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
3
Lines of code
7,474
Activity Months3
Work History
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for panaversity/learn-agentic-ai: Key feature delivered is the Weather Agent for the AI chat assistant. The Weather Agent fetches current weather for a specified city via an external API, with complete setup for configuration, environment variables, and Python scripts. A Python package was introduced with a main entry point and Gemini/OpenAI-compatible client integration, enabling seamless use of weather data in chat flows. This work establishes a reusable agent framework and supports future data-driven capabilities.
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for panaversity/learn-agentic-ai: Key feature delivered is the Weather Agent for the AI chat assistant. The Weather Agent fetches current weather for a specified city via an external API, with complete setup for configuration, environment variables, and Python scripts. A Python package was introduced with a main entry point and Gemini/OpenAI-compatible client integration, enabling seamless use of weather data in chat flows. This work establishes a reusable agent framework and supports future data-driven capabilities.
April 2025
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered Function Calling Capabilities for Generative AI in panaversity/learn-agentic-ai. Implemented environment setup and integrated the LLM with tools to perform math operations via prompts, enabling autonomous tool use. No major bugs fixed this month; groundwork laid for richer AI workflows and faster feature delivery. Technologies demonstrated: function calling architecture, prompt engineering, environment setup, and tool integration.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered Function Calling Capabilities for Generative AI in panaversity/learn-agentic-ai. Implemented environment setup and integrated the LLM with tools to perform math operations via prompts, enabling autonomous tool use. No major bugs fixed this month; groundwork laid for richer AI workflows and faster feature delivery. Technologies demonstrated: function calling architecture, prompt engineering, environment setup, and tool integration.
December 2024
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary across HeyPuter/puter and panaversity/learn-agentic-ai: Localization improvement for Urdu billing terms and foundational RAG infrastructure with Pinecone integration for QA.
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary across HeyPuter/puter and panaversity/learn-agentic-ai: Localization improvement for Urdu billing terms and foundational RAG infrastructure with Pinecone integration for QA.
December 2024
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture84.0%
Performance80.0%
AI Usage72.0%
Skills & Technologies
Programming Languages
JavaScriptMarkdownPythonTOML
Technical Skills
AI AgentsAPI IntegrationChainlitEnvironment ConfigurationFunction CallingGenerative AIGoogle Generative AIInternationalizationLLM IntegrationLLMsLangChainLocalizationPineconePython DevelopmentRAG
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
HeyPuter/puter
Dec 2024 – Dec 2024
1 Month active
Languages Used
JavaScript
Technical Skills
InternationalizationLocalization