190 lines
4.9 KiB
Python
190 lines
4.9 KiB
Python
from fastapi.testclient import TestClient
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def test_zero_shot_agent(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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agents = json_response["agents"]
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zero_shot_agent = agents["ZeroShotAgent"]
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assert set(zero_shot_agent["base_classes"]) == {
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"ZeroShotAgent",
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"BaseSingleActionAgent",
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"Agent",
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"function",
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}
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template = zero_shot_agent["template"]
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assert template["llm_chain"] == {
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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_chain",
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"type": "LLMChain",
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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["allowed_tools"] == {
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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": "allowed_tools",
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"type": "Tool",
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"list": True,
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"advanced": False,
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"info": "",
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}
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def test_json_agent(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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agents = json_response["agents"]
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json_agent = agents["JsonAgent"]
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assert json_agent["base_classes"] == ["AgentExecutor"]
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template = json_agent["template"]
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assert template["toolkit"] == {
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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": "toolkit",
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"type": "BaseToolkit",
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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["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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"display_name": "LLM",
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"info": "",
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}
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def test_csv_agent(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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agents = json_response["agents"]
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csv_agent = agents["CSVAgent"]
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assert csv_agent["base_classes"] == ["AgentExecutor"]
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template = csv_agent["template"]
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assert template["path"] == {
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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": "",
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"suffixes": [".csv"],
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"fileTypes": ["csv"],
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"password": False,
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"name": "path",
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"type": "file",
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"list": False,
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"file_path": None,
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"advanced": False,
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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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"display_name": "LLM",
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"info": "",
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}
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def test_initialize_agent(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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agents = json_response["agents"]
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initialize_agent = agents["AgentInitializer"]
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assert initialize_agent["base_classes"] == ["AgentExecutor", "function"]
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template = initialize_agent["template"]
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assert template["agent"] == {
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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": "zero-shot-react-description",
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"password": False,
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"options": [
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"zero-shot-react-description",
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"react-docstore",
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"self-ask-with-search",
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"conversational-react-description",
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"openai-functions",
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"openai-multi-functions",
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],
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"name": "agent",
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"type": "str",
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"list": True,
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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 template["tools"] == {
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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": "tools",
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"type": "Tool",
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"list": True,
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"advanced": False,
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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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"display_name": "LLM",
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"info": "",
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}
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