Harness modern Generative AI, transformer architectures, vector embeddings, and LangChain applications.
Core Technical Topics & Competencies Covered:
- ✔Natural Language Processing (NLP): Tokenization, Lemmatization & Word Embeddings
- ✔Transformer Architecture: Self-Attention Mechanism, Encoders & Decoders (BERT & GPT)
- ✔Working with Hugging Face Pre-trained Models & Tokenizers
- ✔Large Language Models (LLMs): Prompt Engineering & Few-Shot Learning
- ✔LangChain Framework: Chains, Agents, Memory & Tool Integration
- ✔Retrieval-Augmented Generation (RAG) Architecture using ChromaDB & Vector Embeddings
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Hands-on Production Lab Project: Production Enterprise Knowledge-Base AI Chatbot using LangChain, OpenAI/Gemini & Pinecone.
Technologies & Libraries:
LangChainHugging FaceChromaDBPineconeLlama-Index