How to Chat using the global KB?

0. Prerequisites

• Credentials to authenticate to a hosted SmartChat RAG API on BASE_URL with a user with a CHAT_USER role.
• A pre-configured SmartChat RAG API server.

1. Authenticate

import requests
import json

base_url = "<BASE_URL>"

payload = json.dumps({
  "username": "<USERNAME>",
  "password": "<PASSWORD>"
})
headers = {
  'Content-Type': 'application/json'
}

response = requests.post(f"{base_url}/api/v1/auth/user", headers=headers, data=payload)

headers["Authorization"] = f"Bearer {response.json()['access_token']}"

2. Obtain the default Chat Configuration

response = requests.get(f"{base_url}/config-manager/api/v1/user/configs", headers=headers )

configs = response.json()
default_config = [config for config in configs if config["userGroupId"] == "default"][0]

default_local_config_id = default_config["localKbConfigs"][0]["id"]
allowed_llms = default_config["localKbConfigs"][0]["allowed_llms"]

3. Create a global Chat Session

body = {
  "title": "Testing the SmartChat RAG API",
  "config": {
    "localConfigId": default_local_config_id,
    "globalContext": True,
    "chatModel": allowed_llms[0]["name"]
  }
}
response = requests.post(f"{base_url}/chat-session-manager/api/v1/sessions/", headers=headers, json=body)
session_id = response.json()["sessionId"]

4. Chat

body = {
  "sessionId": session_id,
  "userPrompt": "Can you summarize the context to me?"
}
response = requests.post(f"{base_url}/query-pipelines/api/v1/chat", headers=headers, json=body)

print(response.json())