439 lines
11 KiB
Python
439 lines
11 KiB
Python
from fastapi.testclient import TestClient
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from langflow.settings import settings
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def test_chains_settings(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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assert set(chains.keys()) == set(settings.chains)
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# Test the ConversationChain object
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def test_conversation_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["ConversationChain"]
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# Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
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assert set(chain["base_classes"]) == {
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"ConversationChain",
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"LLMChain",
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"Chain",
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"function",
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}
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template = chain["template"]
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assert template["memory"] == {
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"required": False,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "memory",
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"type": "BaseMemory",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["verbose"] == {
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"required": False,
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"placeholder": "",
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"show": False,
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"multiline": False,
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"password": False,
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"name": "verbose",
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"type": "bool",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["llm"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["input_key"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"value": "input",
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"password": False,
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"name": "input_key",
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"type": "str",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["output_key"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"value": "response",
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"password": False,
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"name": "output_key",
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"type": "str",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["_type"] == "ConversationChain"
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# Test the description object
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assert (
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chain["description"]
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== "Chain to have a conversation and load context from memory."
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)
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def test_llm_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["LLMChain"]
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# Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
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assert set(chain["base_classes"]) == {
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"function",
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"LLMChain",
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"Chain",
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}
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template = chain["template"]
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assert template["memory"] == {
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"required": False,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "memory",
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"type": "BaseMemory",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["verbose"] == {
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"required": False,
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"placeholder": "",
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"show": False,
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"multiline": False,
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"value": False,
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"password": False,
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"name": "verbose",
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"type": "bool",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["llm"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["output_key"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"value": "text",
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"password": False,
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"name": "output_key",
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"type": "str",
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"list": False,
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"advanced": True,
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"info": "",
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}
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def test_llm_checker_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["LLMCheckerChain"]
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# Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
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assert set(chain["base_classes"]) == {
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"function",
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"LLMCheckerChain",
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"Chain",
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}
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template = chain["template"]
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assert template["llm"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["_type"] == "LLMCheckerChain"
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# Test the description object
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assert chain["description"] == ""
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def test_llm_math_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["LLMMathChain"]
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# Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
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assert set(chain["base_classes"]) == {
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"function",
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"LLMMathChain",
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"Chain",
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}
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template = chain["template"]
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assert template["memory"] == {
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"required": False,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "memory",
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"type": "BaseMemory",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["verbose"] == {
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"required": False,
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"placeholder": "",
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"show": False,
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"multiline": False,
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"value": False,
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"password": False,
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"name": "verbose",
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"type": "bool",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["llm"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["input_key"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"value": "question",
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"password": False,
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"name": "input_key",
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"type": "str",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["output_key"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"value": "answer",
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"password": False,
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"name": "output_key",
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"type": "str",
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"list": False,
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"advanced": True,
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"info": "",
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}
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assert template["_type"] == "LLMMathChain"
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# Test the description object
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assert (
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chain["description"]
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== "Chain that interprets a prompt and executes python code to do math."
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)
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def test_series_character_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["SeriesCharacterChain"]
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# Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
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assert set(chain["base_classes"]) == {
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"function",
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"LLMChain",
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"BaseCustomChain",
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"Chain",
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"ConversationChain",
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"SeriesCharacterChain",
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}
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template = chain["template"]
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assert template["llm"] == {
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"required": True,
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"display_name": "LLM",
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["character"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "character",
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"type": "str",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["series"] == {
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"required": True,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "series",
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"type": "str",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["_type"] == "SeriesCharacterChain"
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# Test the description object
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assert (
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chain["description"]
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== "SeriesCharacterChain is a chain you can use to have a conversation with a character from a series."
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)
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def test_mid_journey_prompt_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["MidJourneyPromptChain"]
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assert isinstance(chain, dict)
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# Test the base_classes object
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assert set(chain["base_classes"]) == {
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"LLMChain",
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"BaseCustomChain",
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"Chain",
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"ConversationChain",
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"MidJourneyPromptChain",
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}
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# Test the template object
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template = chain["template"]
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assert template["llm"] == {
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"required": True,
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"display_name": "LLM",
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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# Test the description object
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assert (
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chain["description"]
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== "MidJourneyPromptChain is a chain you can use to generate new MidJourney prompts."
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)
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def test_time_travel_guide_chain(client: TestClient):
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response = client.get("api/v1/all")
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assert response.status_code == 200
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json_response = response.json()
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chains = json_response["chains"]
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chain = chains["TimeTravelGuideChain"]
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assert isinstance(chain, dict)
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# Test the base_classes object
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assert set(chain["base_classes"]) == {
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"LLMChain",
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"BaseCustomChain",
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"TimeTravelGuideChain",
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"Chain",
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"ConversationChain",
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}
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# Test the template object
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template = chain["template"]
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assert template["llm"] == {
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"required": True,
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"placeholder": "",
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"display_name": "LLM",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "llm",
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"type": "BaseLanguageModel",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert template["memory"] == {
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"required": False,
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"placeholder": "",
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"show": True,
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"multiline": False,
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"password": False,
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"name": "memory",
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"type": "BaseChatMemory",
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"list": False,
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"advanced": False,
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"info": "",
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}
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assert chain["description"] == "Time travel guide chain."
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