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Posted to commits@eventmesh.apache.org by xi...@apache.org on 2024/04/22 06:33:27 UTC
(eventmesh-site) branch master updated: [ISSUE #216] Support chatGPT source connector (#215)
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The following commit(s) were added to refs/heads/master by this push:
new f9c5d75dd [ISSUE #216] Support chatGPT source connector (#215)
f9c5d75dd is described below
commit f9c5d75dd5414e7ce8481153f38818ced5ad2f23
Author: Jevin Jiang <40...@users.noreply.github.com>
AuthorDate: Mon Apr 22 14:33:21 2024 +0800
[ISSUE #216] Support chatGPT source connector (#215)
* [ISSUE #4047] Support chatGPT source connector
* [ISSUE #4047] fix review
---------
Co-authored-by: JiangShuJu <sh...@baozun.com>
---
.../03-connect/12-chatgpt-connector.md | 138 +++++++++++++++++++++
1 file changed, 138 insertions(+)
diff --git a/docs/design-document/03-connect/12-chatgpt-connector.md b/docs/design-document/03-connect/12-chatgpt-connector.md
new file mode 100644
index 000000000..23668be36
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+++ b/docs/design-document/03-connect/12-chatgpt-connector.md
@@ -0,0 +1,138 @@
+# ChatGPT
+
+## ChatGPT Source Connector
+
+### Configuration
+
+Before using ChatGPT source connector, you need to configure the server.
+- Please configure `sourceEnable` to `true` in `/resource/server-config.yml` to enable source functionality.
+- Please configure the source connector in `/resource/source-config.yml`:
+ - `connectorConfig`
+ - `connectorName`, name of the connector.
+ - `path`, path of the API.
+ - `port`, port of the API.
+ - `idleTimeout`, idle TCP connection timeout in seconds. The default is 0, which means don't timeout.
+ - `proxyEnable`, Proxy switch for openai request, default false.
+ - `parsePromptFileName`, parse prompt template required by the user to use the parse request, default to the "prompt" file in the resource folder.
+ - `openaiConfig`
+ - (required) `token`, token of the openai
+ - `model`, model of the openai
+ - `timeout`, openai connection timeout in seconds. The default is 0, which means don't timeout.
+ - `temperature`, https://platform.openai.com/docs/api-reference/chat/create `temperature`.
+ - `maxTokens`, https://platform.openai.com/docs/api-reference/chat/create `max_tokens`.
+ - `frequencyPenalty`, https://platform.openai.com/docs/api-reference/chat/create `presence_penalty`.
+ - `user`, https://platform.openai.com/docs/api-reference/chat/create `user`.
+ - `stop`, https://platform.openai.com/docs/api-reference/chat/create `stop`.
+ - `logitBias`, https://platform.openai.com/docs/api-reference/chat/create `logit_bias`.
+ - `openaiProxyConfig`, If `connectorConfig. proxyEnable` is true, then this configuration is required
+ - `host`, host of the openai proxy
+ - `port`, port of the openai proxy
+
+### Startup
+
+1. start EventMesh Runtime
+2. start eventmesh-connector-chatgpt
+
+When finished, the ChatGPT source connector will act as an HTTP server.
+
+### Sending messages
+
+You can send messages to the source connector via HTTP.
+
+```yaml
+connectorConfig:
+ connectorName: chatgptSource
+ path: /chatgpt
+ port: 3756
+ idleTimeout: 0
+ proxyEnable: false
+ parsePromptFileName: prompt
+openaiConfig:
+ token:
+ model: gpt-3.5-turbo
+ timeout: 0
+ temperature: 1
+ maxTokens:
+ frequencyPenalty: 0
+ presencePenalty: 0
+ user: eventMesh
+ stop: []
+ logitBias: {}
+
+openaiProxyConfig:
+ host: 127.0.0.1
+ port: 7890
+```
+
+The above example configures a URL `http://localhost:3756/chatgpt` in `source-config.yml`.
+
+You can send messages in `CHAT` or `PARSE` request type, default `CHAT`,
+
+#### CHAT
+
+The request type of "CHAT" is a conversation with ChatGPT
+
+- Construct a request body
+ - `requestType`, default is `CHAT`.
+ - `type`, default is `cloudevents`.
+ - `source`, default is `/`.
+ - `subject`, default is `chatGPT`.
+ - `datacontenttype`, default is `text/plain`.
+ - (required) `text`, you want to talk to ChatGPT about.
+
+For example:
+```shell
+curl --location --request POST 'http://localhost:3756/chatgpt' \
+--data-raw '{
+ "requestType": "CHAR",
+ "type": "com.example.someevent",
+ "source": "/mycontext",
+ "subject":"test_topic",
+ "datacontenttype":"text/plain",
+ "text": "can you tell me a story."
+}'
+```
+
+#### PARSE
+
+The request type of "PARSE" is a output parse and parse result that connector will get from ChatGPT.
+- Construct a request body
+ - (required)`requestType`, the value must be `PARSE`.
+ - `type`, default is `cloudevents`.
+ - `source`, default is `/`.
+ - `subject`, default is `chatGPT`.
+ - `datacontenttype`, default is `application/json`.
+ - (required) `text`, unstructured data. e.g.,an article or a description.
+ - (required) `fields`, field info, chatGPT according to field info Extract information from text.
+
+For example:
+```shell
+curl --location --request POST 'http://localhost:3756/chatgpt' \
+--data-raw '{
+ "requestType": "PARSE",
+ "type": "com.example.someevent",
+ "source": "/mycontext",
+ "subject":"test_topic",
+ "datacontenttype":"application/json",
+ "text": "This leaf blower is pretty amazing. It has four settings: candle blower, gentle breeze, windy city, and tornado. It arrived in two days, just in time for my wife's anniversary present. I think my wife liked it so much she was speechless. So far I've been the only one using it, and I've been using it every other morning to clear the leaves on our lawn. It's slightly more expensive than the other leaf blowers out there, but I think it's worth it for the extra features.",
+ "fields": "gift:Was the item purchased as a gift for someone else? Answer True if yes, False if not or unknown;delivery_days:How many days did it take for the product to arrive? If this information is not found, output -1;price_value:Extract any sentences about the value or price, and output them as a comma separated Python list"
+}'
+```
+If `datacontenttype` is `application/json`, ChatGPT result:
+
+```json
+{
+ "gift": false,
+ "delivery_days": 2,
+ "price_value": ["It's slightly more expensive than the other leaf blowers out there, but I think it's worth it for the extra features."]
+}
+```
+If `datacontenttype` is `application/xml`, The root node of xml is fixed as `<root></root>`, ChatGPT result:
+
+```xml
+<data>
+ <gift>False</gift>
+ <delivery_days>2</delivery_days>
+ <price_value>["It's slightly more expensive than the other leaf blowers out there"]</price_value>
+</data>
+```
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