microsoft--promptflow
wehub-resource-sync
e768098d0e
tools_continuous_delivery / Private PyPI non-main branch release (push) Has been skipped
tools_continuous_delivery / Private PyPI main branch release (push) Failing after 2m42s
Publish Promptflow Doc / Build (push) Has been cancelled
Publish Promptflow Doc / Deploy (push) Has been cancelled
Flake8 Lint / flake8 (push) Has been cancelled
Spell check CI / Spell_Check (push) Has been cancelled
55 行
1.6 KiB
Markdown
55 行
1.6 KiB
Markdown
# Chat With Image
|
||
|
||
This flow demonstrates how to create a chatbot that can take image and text as input.
|
||
|
||
Tools used in this flow：
|
||
- `OpenAI GPT-4V` tool
|
||
|
||
## Prerequisites
|
||
|
||
Install promptflow sdk and other dependencies in this folder:
|
||
```bash
|
||
pip install -r requirements.txt
|
||
```
|
||
|
||
## What you will learn
|
||
|
||
In this flow, you will learn
|
||
- how to compose a chat flow with image and text as input. The chat input should be a list of text and/or images.
|
||
|
||
## Getting started
|
||
|
||
### 1 Create connection for OpenAI GPT-4V tool to use
|
||
Go to "Prompt flow" "Connections" tab. Click on "Create" button, and create an "OpenAI" connection. If you do not have an OpenAI account, please refer to [OpenAI](https://platform.openai.com/) for more details.
|
||
|
||
```bash
|
||
# Override keys with --set to avoid yaml file changes
|
||
pf connection create --file ../../../connections/azure_openai.yml --set api_key=<your_api_key> api_base=<your_api_base> name=aoai_gpt4v_connection api_version=2023-07-01-preview
|
||
```
|
||
|
||
Note in [flow.dag.yaml](flow.dag.yaml) we are using connection named `aoai_gpt4v_connection`.
|
||
```bash
|
||
# show registered connection
|
||
pf connection show --name aoai_gpt4v_connection
|
||
```
|
||
|
||
### 2 Start chatting
|
||
|
||
```bash
|
||
# run chat flow with default question in flow.dag.yaml
|
||
pf flow test --flow .
|
||
|
||
# run chat flow with new question
|
||
pf flow test --flow . --inputs question='["How many colors can you see?", {"data:image/png;url": "https://developer.microsoft.com/_devcom/images/logo-ms-social.png"}]'
|
||
```
|
||
|
||
```sh
|
||
# start a interactive chat session in CLI
|
||
pf flow test --flow . --interactive
|
||
|
||
# start a interactive chat session in CLI with verbose info
|
||
pf flow test --flow . --interactive --verbose
|
||
```
|
||
|
||
|