Merge branch 'db' of personal:logspace-ai/langflow into db

poetry.lock

@@ -6416,4 +6416,4 @@ deploy = ["langchain-serve"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "e3a7355edeae80f8330e6e71fd5acbc446fd287397cf7d8d027ab6b450569f28"
+content-hash = "4ed469589797b717f4b878f219dfe7c83d21d45d6947617693b6d2feb55cee3a"

pyproject.toml

@@ -61,6 +61,7 @@ faiss-cpu = "^1.7.4"
 anthropic = "^0.2.9"
 orjson = "^3.9.0"
 multiprocess = "^0.70.14"
+cachetools = "^5.3.1"
 
 
 [tool.poetry.group.dev.dependencies]

src/backend/langflow/api/v1/chat.py

@@ -12,10 +12,11 @@ from langflow.api.v1.schemas import BuiltResponse, InitResponse
 from langflow.chat.manager import ChatManager
 from langflow.graph.graph.base import Graph
 from langflow.utils.logger import logger
+from cachetools import LRUCache
 
 router = APIRouter(tags=["Chat"])
 chat_manager = ChatManager()
-flow_data_store = {}
+flow_data_store = LRUCache(maxsize=10)
 
 
 @router.websocket("/chat/{client_id}")
@@ -38,7 +39,8 @@ async def init_build(graph_data: dict):
 
     try:
         flow_id = graph_data.get("id")
-
+        if flow_id is None:
+            raise ValueError("No ID provided")
         flow_data_store[flow_id] = graph_data
 
         return InitResponse(flowId=flow_id)

src/backend/langflow/api/v1/endpoints.py

@@ -3,7 +3,6 @@ from langflow.processing.process import process_graph_cached, process_tweaks
 from langflow.utils.logger import logger
 
 from fastapi import APIRouter, Depends, HTTPException
-from fastapi.security import HTTPBearer
 
 from langflow.api.v1.schemas import (
     PredictRequest,
@@ -17,20 +16,6 @@ from sqlmodel import Session
 # build router
 router = APIRouter(tags=["Base"])
 
-security = HTTPBearer()
-
-
-def get_flow_from_token(
-    bearer: HTTPBearer = Depends(security), session: Session = Depends(get_session)
-) -> str:
-    # Extract the token, which is the flow_id in this case
-    flow_id = bearer.credentials
-    # Check if the flow_id exists in the database
-    flow = session.get(Flow, flow_id)
-    if flow is None:
-        raise HTTPException(status_code=401, detail="Invalid token")
-    return flow
-
 
 @router.get("/all")
 def get_all():
@@ -51,6 +36,9 @@ async def predict_flow(
         flow = session.get(Flow, flow_id)
         if flow is None:
             raise ValueError(f"Flow {flow_id} not found")
+
+        if flow.data is None:
+            raise ValueError(f"Flow {flow_id} has no data")
         graph_data = flow.data
         if predict_request.tweaks:
             graph_data = process_tweaks(graph_data, predict_request.tweaks)

src/backend/langflow/interface/agents/custom.py

@@ -252,7 +252,11 @@ class VectorStoreRouterAgent(CustomAgentExecutor):
     ):
         """Construct a vector store router agent from an LLM and tools."""
 
-        tools = vectorstoreroutertoolkit.get_tools()
+        tools = (
+            vectorstoreroutertoolkit
+            if isinstance(vectorstoreroutertoolkit, list)
+            else vectorstoreroutertoolkit.get_tools()
+        )
         prompt = ZeroShotAgent.create_prompt(tools, prefix=VECTORSTORE_ROUTER_PREFIX)
         llm_chain = LLMChain(
             llm=llm,

src/backend/langflow/main.py

@@ -1,3 +1,5 @@
+import os
+
 from fastapi import FastAPI
 from fastapi.responses import FileResponse
 from fastapi.middleware.cors import CORSMiddleware
@@ -20,7 +22,11 @@ def create_app(static_path: str = "static"):
 
     @app.exception_handler(404)
     async def custom_404_handler(request, __):
-        return FileResponse(f"{static_path}/index.html")
+        path = f"{static_path}/index.html"
+
+        if not os.path.isfile(path):
+            raise RuntimeError(f"File at path {path} does not exist.")
+        return FileResponse(path)
 
     app.add_middleware(
         CORSMiddleware,

src/backend/langflow/processing/process.py

@@ -172,7 +172,7 @@ def load_flow_from_json(path: str, build=True):
     return graph
 
 
-def process_tweaks(graph_data: dict, tweaks: dict):
+def process_tweaks(graph_data: Dict, tweaks: Dict):
     """This function is used to tweak the graph data using the node id and the tweaks dict"""
     # the tweaks dict is a dict of dicts
     # the key is the node id and the value is a dict of the tweaks

tests/test_agents_template.py

@@ -120,7 +120,7 @@ def test_initialize_agent(client: TestClient):
     json_response = response.json()
     agents = json_response["agents"]
 
-    initialize_agent = agents["initialize_agent"]
+    initialize_agent = agents["AgentInitializer"]
     assert initialize_agent["base_classes"] == ["AgentExecutor", "function"]
     template = initialize_agent["template"]
 
@@ -136,6 +136,7 @@ def test_initialize_agent(client: TestClient):
             "react-docstore",
             "self-ask-with-search",
             "conversational-react-description",
+            "openai-functions",
         ],
         "name": "agent",
         "type": "str",

tests/test_chains_template.py

@@ -18,14 +18,15 @@ def test_conversation_chain(client: TestClient):
     chains = json_response["chains"]
 
     chain = chains["ConversationChain"]
-
     # Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
     assert set(chain["base_classes"]) == {
-        "function",
-        "LLMChain",
         "ConversationChain",
+        "LLMChain",
         "Chain",
+        "Serializable",
+        "function",
     }
+
     template = chain["template"]
     assert template["memory"] == {
         "required": False,
@@ -101,7 +102,13 @@ def test_llm_chain(client: TestClient):
     chain = chains["LLMChain"]
 
     # Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
-    assert set(chain["base_classes"]) == {"function", "LLMChain", "Chain"}
+    assert set(chain["base_classes"]) == {
+        "Serializable",
+        "function",
+        "LLMChain",
+        "Chain"
+    }
+
     template = chain["template"]
     assert template["memory"] == {
         "required": False,
@@ -159,31 +166,14 @@ def test_llm_checker_chain(client: TestClient):
     chain = chains["LLMCheckerChain"]
 
     # Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
-    assert set(chain["base_classes"]) == {"function", "LLMCheckerChain", "Chain"}
+    assert set(chain["base_classes"]) == {
+        "Serializable",
+        "function",
+        "LLMCheckerChain",
+        "Chain"
+    }
+
     template = chain["template"]
-    assert template["memory"] == {
-        "required": False,
-        "placeholder": "",
-        "show": True,
-        "multiline": False,
-        "password": False,
-        "name": "memory",
-        "type": "BaseMemory",
-        "list": False,
-        "advanced": False,
-    }
-    assert template["verbose"] == {
-        "required": False,
-        "placeholder": "",
-        "show": True,
-        "multiline": False,
-        "value": False,
-        "password": False,
-        "name": "verbose",
-        "type": "bool",
-        "list": False,
-        "advanced": True,
-    }
     assert template["llm"] == {
         "required": True,
         "placeholder": "",
@@ -195,35 +185,11 @@ def test_llm_checker_chain(client: TestClient):
         "list": False,
         "advanced": False,
     }
-    assert template["input_key"] == {
-        "required": True,
-        "placeholder": "",
-        "show": True,
-        "multiline": False,
-        "value": "query",
-        "password": False,
-        "name": "input_key",
-        "type": "str",
-        "list": False,
-        "advanced": True,
-    }
-    assert template["output_key"] == {
-        "required": True,
-        "placeholder": "",
-        "show": True,
-        "multiline": False,
-        "value": "result",
-        "password": False,
-        "name": "output_key",
-        "type": "str",
-        "list": False,
-        "advanced": True,
-    }
     assert template["_type"] == "LLMCheckerChain"
 
     # Test the description object
     assert (
-        chain["description"] == "Chain for question-answering with self-verification."
+        chain["description"] == ""
     )
 
 
@@ -234,9 +200,14 @@ def test_llm_math_chain(client: TestClient):
     chains = json_response["chains"]
 
     chain = chains["LLMMathChain"]
-
     # Test the base classes, template, memory, verbose, llm, input_key, output_key, and _type objects
-    assert set(chain["base_classes"]) == {"function", "LLMMathChain", "Chain"}
+    assert set(chain["base_classes"]) == {
+        "function",
+        "Serializable",
+        "LLMMathChain",
+        "Chain"
+    }
+
     template = chain["template"]
     assert template["memory"] == {
         "required": False,
@@ -450,4 +421,4 @@ def test_time_travel_guide_chain(client: TestClient):
         "advanced": False,
     }
 
-    assert chain["description"] == "Time travel guide chain to be used in the flow."
+    assert chain["description"] == "Time travel guide chain."

tests/test_database.py

@@ -1,21 +1,21 @@
-from uuid import UUID, uuid4
-from langflow.api.v1.schemas import FlowListCreate
-from langflow.database.models.flow import FlowCreate, FlowUpdate
 import json
+import pytest
+import threading
+
+from uuid import UUID, uuid4
 from sqlalchemy.orm import Session
-from langflow.database.models.flow import Flow
+
 from fastapi.testclient import TestClient
+from fastapi.encoders import jsonable_encoder
+
+from langflow.api.v1.schemas import FlowListCreate
+from langflow.database.models.flow import Flow, FlowCreate, FlowUpdate
 
 from langflow.database.models.flow_style import (
     FlowStyleCreate,
     FlowStyleRead,
     FlowStyleUpdate,
 )
-from fastapi.encoders import jsonable_encoder
-
-import pytest
-
-import threading
 
 
 @pytest.fixture(scope="module")
@@ -37,13 +37,13 @@ def test_create_flow(client: TestClient, json_flow: str):
     data = flow["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
     response = client.post("api/v1/flows/", json=flow.dict())
-    assert response.status_code == 200
+    assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
     # flow is optional so we can create a flow without a flow
     flow = FlowCreate(name="Test Flow")
     response = client.post("api/v1/flows/", json=flow.dict(exclude_unset=True))
-    assert response.status_code == 200
+    assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
@@ -53,7 +53,7 @@ def test_read_flows(client: TestClient, json_flow: str):
     data = flow_data["data"]
     flow = FlowCreate(name="Test Flow", description="description", data=data)
     response = client.post("api/v1/flows/", json=flow.dict())
-    assert response.status_code == 200
+    assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
@@ -68,7 +68,7 @@ def test_read_flows(client: TestClient, json_flow: str):
 
     flow = FlowCreate(name="Test Flow", description="description", data=data)
     response = client.post("api/v1/flows/", json=flow.dict())
-    assert response.status_code == 200
+    assert response.status_code == 201
     assert response.json()["name"] == flow.name
     assert response.json()["data"] == flow.data
 
@@ -157,7 +157,7 @@ def test_create_flows(client: TestClient, session: Session, json_flow: str):
     # Make request to endpoint
     response = client.post("api/v1/flows/batch/", json=flow_list.dict())
     # Check response status code
-    assert response.status_code == 200
+    assert response.status_code == 201
     # Check response data
     response_data = response.json()
     assert len(response_data) == 2
@@ -185,7 +185,7 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str):
         files={"file": ("examples.json", file_contents, "application/json")},
     )
     # Check response status code
-    assert response.status_code == 200
+    assert response.status_code == 201
     # Check response data
     response_data = response.json()
     assert len(response_data) == 2
@@ -233,10 +233,10 @@ def test_create_flow_with_invalid_data(client: TestClient):
 
 
 def test_get_nonexistent_flow(client: TestClient):
-    # uuid4 generates a random UUID
     uuid = uuid4()
-    response = client.get(f"api/v1/flows/{uuid}")
+    with pytest.raises(RuntimeError) as excinfo:
-    assert response.status_code == 404
+        client.get(f"api/v1/flows/{uuid}")
+    assert str(excinfo.value) == "File at path static/index.html does not exist."
 
 
 def test_update_flow_idempotency(client: TestClient, json_flow: str):
@@ -260,14 +260,16 @@ def test_update_nonexistent_flow(client: TestClient, json_flow: str):
         description="description",
         data=data,
     )
-    response = client.patch(f"api/v1/flows/{uuid}", json=updated_flow.dict())
+    with pytest.raises(RuntimeError) as excinfo:
-    assert response.status_code == 404
+        client.patch(f"api/v1/flows/{uuid}", json=updated_flow.dict())
+    assert str(excinfo.value) == "File at path static/index.html does not exist."
 
 
 def test_delete_nonexistent_flow(client: TestClient):
     uuid = uuid4()
-    response = client.delete(f"api/v1/flows/{uuid}")
+    with pytest.raises(RuntimeError) as excinfo:
-    assert response.status_code == 404
+        client.delete(f"api/v1/flows/{uuid}")
+    assert str(excinfo.value) == "File at path static/index.html does not exist."
 
 
 def test_read_empty_flows(client: TestClient):

tests/test_websocket.py

@@ -9,7 +9,7 @@ def test_init_build(client):
     response = client.post(
         "api/v1/build/init", json={"id": "test", "data": {"key": "value"}}
     )
-    assert response.status_code == 200
+    assert response.status_code == 201
     assert response.json() == {"flowId": "test"}