Charles Lucas

Most experienced with Python (LangChain, FastAPI), GPT-4 APIs, Pinecone, and Supabase. Some JavaScript/Next.js for deploying web front ends. Comfortable across both backend logic & AI orchestration.

Exploring multi agent frameworks (AutoGen, CrewAI), refining LangChain flows, and testing Claude & GPT-4 APIs in real world apps. Also diving into vector DBs and function calling use cases.

Custom chatbots that answer docs, run offline, and connect with APIs. Mostly testing hybrid LLM + search flows and making them useful for real teams and websites.

Always up for smart builds with AI brainstorming tools, automating knowledge, or prototyping cool LLM use cases. If you're working on something AI related, definitely say hi.