GenAI Stack (old)
v0.2.0
v0.2.0
  • Getting Started
    • ๐Ÿ’ฌIntroduction
    • ๐Ÿš€Quickstart with colab
    • ๐Ÿ“˜Default Data Types
    • ๐Ÿช›Installation
  • Components
    • โœจIntroduction
    • ๐ŸšœETL
      • ๐Ÿ”ฅQuickstart
      • ๐ŸฆœLangchain
      • ๐Ÿฆ™LLama Hub
    • ๐ŸŒฑEmbeddings
      • ๐Ÿ”ฅQuickstart
      • ๐ŸฆœLangchain
      • ๐Ÿ“–Advanced Usage
    • ๐Ÿ”ฎVector Database
      • ๐Ÿ”ฅQuickstart
      • ๐Ÿ“ฆChromadb
      • ๐Ÿ“ฆWeaviate
      • ๐Ÿ“–Advanced Usage
    • ๐Ÿ“šPrompt Engine
      • ๐Ÿ”ฅQuickstart
      • ๐Ÿ“–Advanced Usage
    • ๐Ÿ“คRetrieval
      • ๐Ÿ”ฅQuickstart
      • ๐Ÿ“–Advanced Usage
    • ๏ธ๏ธ๏ธ๐Ÿ—ƒ๏ธ LLM Cache
      • ๐Ÿ”ฅQuickstart
    • ๐Ÿ“ฆMemory
      • ๐Ÿ”ฅQuickstart
      • ๐Ÿ“–Advanced Usage
    • ๐Ÿฆ„LLMs
      • OpenAI
      • GPT4All
      • Hugging Face
      • Custom Model
  • Advanced Guide
    • ๐Ÿ’ปGenAI Stack API Server
    • ๐Ÿ”ƒGenAI Server API's Reference
  • Example Use Cases
    • ๐Ÿ’ฌChat on PDF
    • ๐Ÿ’ฌChat on CSV
    • ๐Ÿ’ฌSimilarity Search on JSON
    • ๐Ÿ“–Document Search
    • ๐Ÿ’ฌRAG pipeline
    • ๐Ÿ“šInformation Retrieval Pipeline
  • ๐Ÿง‘CONTRIBUTING.md
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  • ETL
  • Retrival/Model
  1. Components

โœจIntroduction

GenAI Stack has two main components level abstraction:

ETL

Retrival/Model

Check the components for detailed explaination on the components:

  • ETL

  • Embeddings

  • VectorDB

  • Prompt Engine

  • Retrieval

  • Memory

  • Model

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Last updated 1 year ago