Tutorials#

This section contains a collection of flow samples and step-by-step tutorials.

Area

Sample

Description

SDK

Getting started with prompt flow

A step by step guidance to invoke your first flow run.

CLI

Chat with PDF

An end-to-end tutorial on how to build a high quality chat application with prompt flow, including flow development and evaluation with metrics.

SDK

Chat with PDF - test, evaluation and experimentation

We will walk you through how to use prompt flow Python SDK to test, evaluate and experiment with the “Chat with PDF” flow.

SDK

Connection management

Manage various types of connections using sdk

CLI

Working with connection

Manage various types of connections using cli

SDK

Run prompt flow in Azure AI

A quick start tutorial to run a flow in Azure AI and evaluate it.

SDK

Flow run management in Azure AI

Flow run management in azure AI

Samples#

Area

Sample

Description

Standard Flow

basic

a basic flow with prompt and python tool.

Standard Flow

basic-with-connection

a basic flow using custom connection with prompt and python tool

Standard Flow

basic-with-builtin-llm

a basic flow using builtin llm tool

Standard Flow

customer-intent-extraction

a flow created from existing langchain python code

Standard Flow

web-classification

a flow demonstrating multi-class classification with LLM. Given an url, it will classify the url into one web category with just a few shots, simple summarization and classification prompts.

Standard Flow

autonomous-agent

a flow showcasing how to construct a AutoGPT flow to autonomously figures out how to apply the given functions to solve the goal, which is film trivia that provides accurate and up-to-date information about movies, directors, actors, and more.

Chat Flow

chat-with-wikipedia

a flow demonstrating Q&A with GPT3.5 using information from Wikipedia to make the answer more grounded.

Chat Flow

chat-with-pdf

a flow that allow you to ask questions about the content of a PDF file and get answers.

Evaluation Flow

eval-classification-accuracy

a flow illustrating how to evaluate the performance of a classification system.

Learn more: Try out more promptflow examples.