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Google GenAI - Coggle Diagram
Google GenAI
Language Models
PaLM 2 Family of Models
Model
Text Models
text-bison
*
Optimized for performing natural language tasks, such as classification, summarization, extraction, content creation, and ideation.*
Chat Models
chat-bison
Optimized for multi-turn chat, where the model keeps track of previous messages in the chat and uses it as context for generating new responses.
Code Models
APIs
30+ languages supported
Code Generation
Generates code based on a natural language description of the desired code.
code-bison Model
Code chat
Can power a chatbot that assists with code-related questions. For example, you can use it for help debugging code.
codechat-bison Model
Code Completion
Provides code autocompletion suggestions as you write code. The API uses the context of the code you're writing to make its suggestions.
code-gecko Model
Use Cases:
Code Completion, Code Generation, Documentation in comments, Release note generation, Unit test generation, code explanation, Code fixing, Code Optimiztion, Code translation
Embeddings
textembedding-gecko
Generates text embeddings for a given text. You can use embeddings for tasks like semantic search, recommendation, classification, and outlier detection.
Prompt Designs
Classification Prompts
Use Cases:
Fraud detection
Spam Filtering
Sentiment Analysis
Content Moderation
Summarization Prompts
Use Cases:
News articles
research papers
Legal docs
Financial and Contractural Docs
Technical Docs
Customer Feedback
Extraction Prompts
Use Cases:
Named Entity Recognition
Relation Exrraction
Event Extraction
Question Answering
Image Models
Use Cases:
Generate images using text prompts
Edit images using text prompts
Edit only parts of the image
Upscale images
Text descriptions/captioning
Visual Q&A
Video Models