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AI Automation Playbook
Step-by-step workflows for automating content, email, social media, and research with AI agents.
How to Build an AI-Powered Document Analyzer with LangChain & GPT-4o
1. Prerequisites & Environment Setup
- Install Python 3.10+, set up a virtual environment, and install required packages:
langchain,openai,pypdf,chromadb, andpython-dotenv. - Obtain an OpenAI API key and store it securely in a
.envfile — never hardcode credentials. - Prepare a sample document (PDF or TXT) for testing; ensure it contains at least 3–5 pages of structured content.
2. Loading & Chunking Your Document
- Use
PyPDFLoader(orTextLoader) to ingest the document and split it into manageable chunks withRecursiveCharacterTextSplitter(chunkRelated from our network


