AI & Automation
Experiments with AI workflows, LLM integrations, embeddings, and automation tools.
Timeline
Ollama Integration
2024Local LLM integration using Ollama for private AI workflows.
Embeddings Experiments
2024Vector embeddings for semantic search and retrieval-augmented generation.
LangGraph Workflows
2024Complex AI workflows using LangGraph for stateful agent systems.
Cost Model Research
2024Analysis and optimization of LLM API costs across different providers.
Prompt Library
Code Review Assistant
DevelopmentReview this code for bugs, performance issues, and best practices. Provide specific, actionable feedback.
Documentation Generator
DevelopmentGenerate comprehensive documentation for this code, including usage examples and API reference.
Code Refactoring
DevelopmentRefactor this code to improve readability, maintainability, and performance while preserving functionality.
Test Generation
TestingGenerate comprehensive unit tests for this code, covering edge cases and error scenarios.
Experiments
Ollama Local LLM
Running large language models locally for private, cost-effective AI workflows.
Embedding Search
Semantic search using vector embeddings for code and documentation.
LangGraph Agents
Stateful AI agents using LangGraph for complex multi-step workflows.