Chat with an assistant

# To use the Python SDK, install the plugin:
# pip install --upgrade pinecone pinecone-plugin-assistant

from pinecone import Pinecone
from pinecone_plugins.assistant.models.chat import Message

pc = Pinecone(api_key="YOUR_API_KEY")
assistant = pc.assistant.Assistant(assistant_name="example-assistant")

msg = Message(role="user", content="What is the inciting incident of Pride and Prejudice?")
resp = assistant.chat(messages=[msg])

print(resp)

# To use the Python SDK, install the plugin:
# pip install --upgrade pinecone pinecone-plugin-assistant

from pinecone import Pinecone
from pinecone_plugins.assistant.models.chat import Message

pc = Pinecone(api_key="YOUR_API_KEY")

assistant = pc.assistant.Assistant(assistant_name="example-assistant")

msg = Message(role="user", content="What is the inciting incident of Pride and Prejudice?")

chunks = assistant.chat(messages=[msg], stream=True)

for chunk in chunks:
    if chunk:
        print(chunk)

import { Pinecone } from '@pinecone-database/pinecone'

const pc = new Pinecone({ apiKey: 'YOUR_API_KEY' });
const assistantName = 'example-assistant';
const assistant = pc.Assistant(assistantName);
const chatResp = await assistant.chat({
  messages: [{ role: 'user', content: 'What is the inciting incident of Pride and Prejudice?' }]
});
console.log(chatResp);

import { Pinecone } from '@pinecone-database/pinecone'

const pc = new Pinecone({ apiKey: 'YOUR_API_KEY' });
const assistantName = 'example-assistant';
const assistant = pc.Assistant(assistantName);
const chatResp = await assistant.chatStream({
      messages: [{ role: 'user', content: 'What is the inciting incident of Pride and Prejudice?' }]
    });
for await (const response of chatResp) {
    if (response) {
        console.log(response);
    }
}

PINECONE_API_KEY="YOUR_API_KEY"
ASSISTANT_NAME="example-assistant"

curl "https://prod-1-data.ke.pinecone.io/assistant/chat/$ASSISTANT_NAME" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "messages": [
    {
      "role": "user",
      "content": "What is the inciting incident of Pride and Prejudice?"
    }
  ],
  "stream": false,
  "model": "gpt-4o"
}'

PINECONE_API_KEY="YOUR_API_KEY"
ASSISTANT_NAME="example-assistant"

curl "https://prod-1-data.ke.pinecone.io/assistant/chat/$ASSISTANT_NAME" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Pinecone-Api-Version: 2025-01" \
  -d '{
  "messages": [
    {
      "role": "user",
      "content": "What is the inciting incident of Pride and Prejudice?"
    }
  ],
  "stream": true,
  "model": "gpt-4o"
}'

{
  "finish_reason": "stop",
  "message": {
    "role": "assistant",
    "content": "The inciting incident of \"Pride and Prejudice\" occurs when Mrs. Bennet informs Mr. Bennet that Netherfield Park has been let at last, and she is eager to share the news about the new tenant, Mr. Bingley, who is wealthy and single. This sets the stage for the subsequent events of the story, including the introduction of Mr. Bingley and Mr. Darcy to the Bennet family and the ensuing romantic entanglements."
  },
  "id": "00000000000000004ac3add5961aa757",
  "model": "gpt-4o-2024-05-13",
  "usage": {
    "prompt_tokens": 9736,
    "completion_tokens": 105,
    "total_tokens": 9841
  },
  "citations": [
    {
      "position": 406,
      "references": [
        {
          "file": {
            "status": "Available",
            "id": "ae79e447-b89e-4994-994b-3232ca52a654",
            "name": "Pride-and-Prejudice.pdf",
            "size": 2973077,
            "metadata": null,
            "updated_on": "2024-06-14T15:01:57.385425746Z",
            "created_on": "2024-06-14T15:01:02.910452398Z",
            "percent_done": 0,
            "signed_url": "https://storage.googleapis.com/...",
            "error_message": null
          },
          "pages": [
            1
          ]
        }
      ]
    }
  ]
}

data:{
  "type":"message_start",
  "id":"0000000000000000111b35de85e8a8f9",
  "model":"gpt-4o-2024-05-13",
  "role":"assistant"
}

data:
{
  "type":"content_chunk",
  "id":"0000000000000000111b35de85e8a8f9",
  "model":"gpt-4o-2024-05-13",
  "delta":
  {
    "content":"The"
    }
}

...

data:
{
  "type":"citation",
  "id":"0000000000000000111b35de85e8a8f9",
  "model":"gpt-4o-2024-05-13",
  "citation":
  {
    "position":406,
    "references":
    [
      {
        "file":{
          "status":"Available",
          "id":"ae79e447-b89e-4994-994b-3232ca52a654",
          "name":"Pride-and-Prejudice.pdf",
          "size":2973077,
          "metadata":null,
          "updated_on":"2024-06-14T15:01:57.385425746Z", 
          "created_on":"2024-06-14T15:01:02.910452398Z",
          "percent_done":0.0,
          "signed_url":"https://storage.googleapis.com/...",
          "error_message":null
          }, 
      "pages":[1]
      }
    ]
  }
}

data:
{
  "type":"message_end",
  "id":"0000000000000000111b35de85e8a8f9",
  "model":"gpt-4o-2024-05-13",
  "finish_reason":"stop",
  "usage":
  {
    "prompt_tokens":9736,
    "completion_tokens":102,
    "total_tokens":9838
    }
}