10 English Pronunciation Practice Exercises & Printables
10 English Pronunciation Practice Exercises & Printables
Mar 9, 2022
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Ganesh Jha on Instagram: "Here is what you’ll learn: RAG Fundamentals: context window limits, hallucinations; retrieval (find relevant chunks) + generation (LLM answers). ​ Prompt Engineering Base: PICF-ATD framework (Persona, Identity, Context, Format, Audience, Tone, Data) for all RAG/agentic pipelines. ​ Data Ingestion/Preprocessing: PyMuPDF for PDFs; Tesseract OCR; Docling—handles real parsing challenges skipped in short tutorials. ​ Chunking Strategies (Theory + Code): Fixed, semantic, stru
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Nandini Menon | Data Scientist on Instagram: "Here’s how to build your own LLM app: Make a simple PDF Q&A chatbot in 6 steps ⬇️ 💡 Problem: Ask questions over any PDF — your resume, research paper, legal doc, etc. 👩‍💻 What you’ll build: A chatbot that understands your document and gives GPT-powered answers. ⸻ 🔧 Step-by-step: 1. Get OpenAI API access & run a test prompt using openai.ChatCompletion.create(). 2. Load your PDF + chunk it Use PyMuPDF or LangChain’s UnstructuredPDFLoader. 3. Create
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