containers/ai-lab-recipes
Nov 2024 – Nov 2024
1 Month active
Languages Used
MakefilePythonShell
Technical Skills
DockerLLM IntegrationLangchainMakefilePythonReAct Framework
Surya Prakash Pathak
PROFILE
Surya Prakash Pathak
Developed a Spotify Music Exploration ReAct Agent within the containers/ai-lab-recipes repository, focusing on AI-powered music discovery and playlist search. The project integrated the Spotify API with a Streamlit-based web interface, enabling users to explore trending tracks interactively. Leveraging Python and Langchain, the agent orchestrated ReAct-based decision making and connected to a local model service for AI inference. The implementation included supporting files for the react-agent and demonstrated end-to-end data exploration capabilities. Work emphasized containerization using Docker and automation with Makefile, laying a technical foundation for future experiments in large language model integration and music data analysis workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
622
Activity Months1
Your Network
3222 peopleWork History
November 2024
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — This month focused on delivering a key feature in containers/ai-lab-recipes and laying groundwork for AI-powered music discovery experiments.
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — This month focused on delivering a key feature in containers/ai-lab-recipes and laying groundwork for AI-powered music discovery experiments.
November 2024
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage80.0%
Skills & Technologies
Programming Languages
MakefilePythonShell
Technical Skills
DockerLLM IntegrationLangchainMakefilePythonReAct FrameworkSpotify APIStreamlit
Repositories Contributed To
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