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AI Content Strategist Agent

Python, Multi-LLM, RAG, LangChain (Jul 2025)

Multimodal content strategy agent that reads company websites and PDFs to fully understand brand identity, products, and target audience.

What I built

01

Built a multimodal content strategy agent that reads company websites and PDFs to fully understand brand identity, products, and target audience.

02

Automatically generates complete content calendars including holiday posts, marketing angles, keyword themes, and high-converting content ideas—similar to a senior content strategist.

03

Leveraged multiple models (OpenAI, Claude, DeepSeek, Gemini) and custom embeddings for accurate brand-aligned planning.

Tech & stack

PythonMulti-LLMRAGLangChainOpenAIClaudeDeepSeekGeminiEmbeddings

Screenshots

Content Strategy Generator UI
Content Strategy Generator, brand input and calendar output