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ManaGen🔮AI

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Understand and build
Use and Manage
Managen.ai
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ManaGen🔮AI

Understand and build
Understand and build
- Overview
  Overview
  - Use cases
  - Challenges
  - Chronology
  - Ai and ml basics
    
    Ai and ml basics
  - Open source
  - Philosophies
  - Background
    
    Background
    
    Tensor maths
  - Extra resources
- Data
  Data
  - Preparation
    
    Preparation
    
    Collection
    
    Selection
    
    Augmentation
  - Tokenizing
  - Privacy
  - Sources
  - Distillation
- Architectures
  Architectures
  - Models
    
    Models
    
    Transformers
    
    Multimodal
    
    Diffusion models
    
    Developing architectures
    
    Gans
    
    Hybrid models
    
    Mixture of experts
    
    Reinforcement learning
    
    Vision language transformers
  - Training
    
    Training
    
    Pre training
    
    Finetuning
    
    Feedback
    
    Recursive
    
    Distributed
    
    Grounding
    
    Online
  - Gpt
  - Optimization
    
    Optimization
  - Evaluating and comparing
  - Embedding
  - Frameworks
  - Generation
- Prompting
  Prompting
  - Auto prompting
  - Hacking
  - Prompt compression
  - Security
  - Tools and libraries
  - Examples
    Examples
    
    Coding
    Coding
    
    Claude 2024 07 20
    
    Leaked
    Leaked
    
    Claude 2024 07 11
- Agents
  Agents
- Studies
  Studies
  - Behavior
  - Studies
- Building
  Building
Use and Manage
Use and Manage
- Strategically
  Strategically
  - Building or buying
  - Business models
  - Implementation
  - Open source Open source
    Table of contents
    
    Open source Chatbots
- Ethically
  Ethically
- Managing
  Managing
- Tech stack
- De risking
  De risking
- Useful tools
  Useful tools
  - Integrations
  - Web plugins
- Examples
  Examples
  - By field
    
    By field
    
    Business
    
    Entertainment
    Entertainment
    
    Movies and Video
    
    Static
    
    Science
    
    Science
    
    Chemistry
    
    Healthcare
    
    Biology
    
    Biology
    
    Genetics
    
    Protein Optimization Using AI
    
    Mathematics
    
    Mathematics
    
    Individuals and society
    Individuals and society
    
    Education
    
    Law
    
    Socio societal
    
    Technology
    Technology
    
    Chip design
    
    Coding
    
    Drug design
    
    Finance
    
    Healthcare
    
    Robotics
  - By modality
    
    By modality
    
    Charts and graphs
    
    Knowledge graphs
    
    Language
    
    Multimodal
    
    Sound
    
    Static 2d
    
    Tabular
    
    Text
    
    Time series
    
    Video
  - By use case
    By use case
    
    Chat
    
    Content framing
    
    Data extraction
    
    Forecasting
    
    Planning
    
    Recommender systems
    
    Research
    
    Web crawling
Managen.ai
Managen.ai
Blog
Blog
- Posts
  Posts
  - Hello world!

Table of contents

Open source Chatbots

Open source

Open source Chatbots¶

(Free or freemium)

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