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Haystack-Build and Evaluate Agentic Generative AI Pipelines

Course Content

11 sections • 30 lectures • 6h 9m total length

4.9 (2 reviews)

FREE

6 hours on-demand video
Access on mobile and TV
Full lifetime access
Certificate of completion
  • Introduction
  • Local Environment Setup
  • <10,000 foot view on Language Models
  • LLM Inference Parameters
  • Vector Embedding
  • RAG – Retrieval Augmented Generation
  • Pipelines 101
  • Hands On with Haystack Pipeline
  • Components 101
  • Haystack Custom Component
  • Hands On with Haystack Component
  • Hands On RAG Pipeline with Haystack
  • Knowledge Base 101
  • Account Setup
  • Knowledge Base Configuration
  • Hands On with AWS Bedrock Knowledge Base
  • Prompt Builder with Haystack
  • Evaluator 101
  • Evaluate RAG Pipeline using Evaluators
  • Haystack Integration with RAGAS Evaluator
  • Hybrid Revtrieval
  • Self Correcting Loops
  • ReRankers
  • Metadata Filtering
  • Function Calling with ChatGPT
  • Build Agentic Pipelines using OpenAI’s Function Calling
  • AI Agents using FastRAG and REACT Prompt Engineering
  • AI Agents with Multi Tools using FastRAG and REACT Prompt Engineering

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