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FastAPI x GenAI
FastAPI x GenAI
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Curriculum
Python Prerequisites
Type Hints
Type Hints
Generators
Generators
Pydantic Basics
Pydantic: Intermediate
Pydantic Lab
Async Programming
Async Programming
FastAPI Prerequisites
Hello FastAPI
Hello FastAPI
Types of API Requests
Response Status Code
Response Status Code
Response Model
Response Model
Path Parameters
Path Parameters
Query Parameters
Query Parameters
Request Body
Request Body
Body - Fields
Body Fields
Cookie Parameters
Cookie Parameter
Header Parameter
Header Parameter
Form Data
Form Data Lab
Form Models
Form Models
Request Files
Request Files
Handling Errors
Error Handling
Background Tasks
Background Tasks
Generative AI Basics
How LLMs Work ?
Tokenization
Tokenization
First LLM API Call
LLM API Call
Roles in LLM API
Roles and History
Tweaking LLM Parameters
LLM Parameters: Temp. and Max Tokens
Context Window
Sliding Context Window
Vectors
Vector based Movie Recommendation
Cosine Similarity
Cosine Similarity Implementation
Embeddings
Embedding Lab
Chunking Text
FastAPI x GenAI
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