Built a multi-agent AI research assistant using CrewAI and LangChain, with dynamic model switching between local Deepseek R1 via Ollama and OpenAI model o1 through their API, guiding users through automated search, analysis, and structured report generation via a Streamlit interface.
Scaffolded multi-agent architecture; defined agent roles
Integrated advanced search tools; implemented prompt chaining
Designed Streamlit UI for prompt refinement & report output
Conducted user testing; iterated on UI & agent workflows
Implemented dynamic switching between local Deepseek R1 (via Ollama) and OpenAI o1 model through API for flexible deployment
A.M.A - Ask Me Anything
