Synchronous API Calls vs Web UI Interaction

Basic Error Handling for LLM APIs

Token Usage and Cost in API Responses

Extracting Generated Text from a Response

Understanding the API Response Structure

Common Request Parameters Explained

Selecting a Model in the API Request

Structuring Request Messages with Roles

Installing and Setting Up a Provider SDK

API Keys and Authentication Basics

What an LLM API Is and How It Works

REST API vs SDK Approaches

Synchronous vs Asynchronous API Calls

API Pricing and Cost Basics

Rate Limits and Quotas

Basic API Error Handling

Common Sampling Parameters

Extracting the Completion Text

Structure of a Chat Messages Array

Token Usage in the Response

Multi-Turn Conversations

Message Roles

Rate Limits

API Keys and Authentication

Setting Max Tokens

Streaming vs Non-Streaming

API Cost and Pricing Basics

Handling API Errors

Making a Basic API Request

Streaming vs Non-Streaming Responses

Reading Token Usage from the Response

Extracting Text from a Response

Understanding the API Response Object

Common Request Parameters

Selecting a Model in the API Call

Iterating a streaming response

Message roles structure

Reading the API key from env

Specifying the model parameter

Importing the OpenAI client

Passing conversation history

Avoiding hardcoded keys

Structuring the Messages Array (roles)

Extracting Generated Text from a Response

Synchronous vs Asynchronous Requests

Reading the API Response Object

API Pricing and Token-Based Cost

Setting max_tokens / Output Length

Rate Limits and Quotas

Authenticating SDK Requests

Understanding Token Usage in Responses

Handling API Errors and Status Codes

Selecting a Model in an API Call

Obtaining and Using API Keys

REST/HTTP Requests vs SDK Wrappers

Common Request Parameters

Making a Basic Chat Completion Request

Keeping API Keys Secure

What an LLM API Is

Setting the Temperature Parameter

Streaming vs Non-Streaming Responses

Installing and Importing an LLM SDK

Messages Array and Role Fields

Structure of a Chat Completion Request

Making Your First API Call

Token Usage Field

Keeping API Keys Secret

Extracting the Generated Text

What an SDK Is

Installing a Provider SDK

Retries and Timeouts

Pricing and Cost per Token

Setting the System Message

API Response Object Structure

Synchronous vs Streaming Calls

Making Your First API Call

Chat vs Legacy Completions

Latency Considerations

Provider and Model Selection

REST API vs SDK

Streaming Responses Basics

Rate Limits

Handling API errors

Limiting output length

Sending conversation history

Sync vs async client methods

Reading the key from env

Extracting the response text

Reading token usage

Initializing the client

Consuming a streaming response

Structuring the messages array

Importing the OpenAI SDK

Specifying the model

Basic chat completion call

Installing and Setting Up an LLM SDK

Keeping API Keys Secure with Env Vars

API Keys and Authentication

Top-p and Sampling Parameters

REST API vs Official SDK

Stop Sequences

API Pricing and Cost per Token

System Prompt via API

Sync vs Async API Calls

Completion vs Chat Endpoints

API Keys and Authentication

Multi-Turn Conversations

Retries and Exponential Backoff

Provider-Specific Differences

Token Usage in Responses

Specifying the Model Parameter

Securing Keys with Env Variables

Installing an LLM SDK

Parsing the Response Object

Streaming Responses

Basic Chat Completion Request

Rate Limits and Quotas

max_tokens Parameter

Handling API Errors

What an LLM API Is

What an LLM API Is