From 84a2231142671c1940177d80b9812ffc73bae598 Mon Sep 17 00:00:00 2001 From: Cristhian Zanforlin Lousa Date: Thu, 10 Aug 2023 12:54:35 -0300 Subject: [PATCH 01/46] =?UTF-8?q?=F0=9F=94=A7=20chore(frontend):=20add=20@?= =?UTF-8?q?radix-ui/react-select=20package=20to=20package.json=20dependenc?= =?UTF-8?q?ies=20=F0=9F=94=A7=20chore(frontend):=20add=20SelectTrigger=20c?= =?UTF-8?q?omponent=20to=20handle=20select=20triggers=20in=20UI=20componen?= =?UTF-8?q?ts=20=F0=9F=94=A7=20chore(frontend):=20add=20Select=20component?= =?UTF-8?q?=20to=20handle=20select=20inputs=20in=20UI=20components=20?= =?UTF-8?q?=F0=9F=94=A7=20chore(frontend):=20add=20EditNodeModal=20compone?= =?UTF-8?q?nt=20to=20handle=20editing=20of=20node=20data=20in=20modals?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The changes were made to add support for the @radix-ui/react-select package to the frontend package.json dependencies. Additionally, the SelectTrigger and Select components were added to handle select triggers and select inputs in the UI components. Finally, the EditNodeModal component was added to handle the editing of node data in modals. 🐛 fix(nodeToolbarComponent): fix import statements and add missing dependencies ✨ feat(nodeToolbarComponent): add select-trigger component and implement functionality to handle select change and show/hide modal based on selection --- src/frontend/package-lock.json | 52 ++++++++ src/frontend/package.json | 1 + .../src/components/ui/select-trigger.tsx | 116 +++++++++++++++++ src/frontend/src/components/ui/select.tsx | 121 ++++++++++++++++++ .../src/modals/EditNodeModal/index.tsx | 9 +- .../components/nodeToolbarComponent/index.tsx | 69 +++++++++- 6 files changed, 364 insertions(+), 4 deletions(-) create mode 100644 src/frontend/src/components/ui/select-trigger.tsx create mode 100644 src/frontend/src/components/ui/select.tsx diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json index ed3eacd4f..4cd812e5c 100644 --- a/src/frontend/package-lock.json +++ b/src/frontend/package-lock.json @@ -22,6 +22,7 @@ "@radix-ui/react-menubar": "^1.0.3", "@radix-ui/react-popover": "^1.0.6", "@radix-ui/react-progress": "^1.0.3", + "@radix-ui/react-select": "^1.2.2", "@radix-ui/react-separator": "^1.0.3", "@radix-ui/react-slot": "^1.0.2", "@radix-ui/react-switch": "^1.0.3", @@ -1029,6 +1030,14 @@ "url": "https://opencollective.com/popperjs" } }, + "node_modules/@radix-ui/number": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/@radix-ui/number/-/number-1.0.1.tgz", + "integrity": "sha512-T5gIdVO2mmPW3NNhjNgEP3cqMXjXL9UbO0BzWcXfvdBs+BohbQxvd/K5hSVKmn9/lbTdsQVKbUcP5WLCwvUbBg==", + "dependencies": { + "@babel/runtime": "^7.13.10" + } + }, "node_modules/@radix-ui/primitive": { "version": "1.0.1", "license": "MIT", @@ -1652,6 +1661,49 @@ } } }, + "node_modules/@radix-ui/react-select": { + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@radix-ui/react-select/-/react-select-1.2.2.tgz", + "integrity": "sha512-zI7McXr8fNaSrUY9mZe4x/HC0jTLY9fWNhO1oLWYMQGDXuV4UCivIGTxwioSzO0ZCYX9iSLyWmAh/1TOmX3Cnw==", + "dependencies": { + "@babel/runtime": "^7.13.10", + "@radix-ui/number": "1.0.1", + "@radix-ui/primitive": "1.0.1", + "@radix-ui/react-collection": "1.0.3", + "@radix-ui/react-compose-refs": "1.0.1", + "@radix-ui/react-context": "1.0.1", + "@radix-ui/react-direction": "1.0.1", + "@radix-ui/react-dismissable-layer": "1.0.4", + "@radix-ui/react-focus-guards": "1.0.1", + "@radix-ui/react-focus-scope": "1.0.3", + "@radix-ui/react-id": "1.0.1", + "@radix-ui/react-popper": "1.1.2", + "@radix-ui/react-portal": "1.0.3", + "@radix-ui/react-primitive": "1.0.3", + "@radix-ui/react-slot": "1.0.2", + "@radix-ui/react-use-callback-ref": "1.0.1", + "@radix-ui/react-use-controllable-state": "1.0.1", + "@radix-ui/react-use-layout-effect": "1.0.1", + "@radix-ui/react-use-previous": "1.0.1", + "@radix-ui/react-visually-hidden": "1.0.3", + "aria-hidden": "^1.1.1", + "react-remove-scroll": "2.5.5" + }, + "peerDependencies": { + "@types/react": "*", + "@types/react-dom": "*", + "react": "^16.8 || ^17.0 || ^18.0", + "react-dom": "^16.8 || ^17.0 || ^18.0" + }, + "peerDependenciesMeta": { + "@types/react": { + "optional": true + }, + "@types/react-dom": { + "optional": true + } + } + }, "node_modules/@radix-ui/react-separator": { "version": "1.0.3", "license": "MIT", diff --git a/src/frontend/package.json b/src/frontend/package.json index e3814c1ad..dd0cadeeb 100644 --- a/src/frontend/package.json +++ b/src/frontend/package.json @@ -17,6 +17,7 @@ "@radix-ui/react-menubar": "^1.0.3", "@radix-ui/react-popover": "^1.0.6", "@radix-ui/react-progress": "^1.0.3", + "@radix-ui/react-select": "^1.2.2", "@radix-ui/react-separator": "^1.0.3", "@radix-ui/react-slot": "^1.0.2", "@radix-ui/react-switch": "^1.0.3", diff --git a/src/frontend/src/components/ui/select-trigger.tsx b/src/frontend/src/components/ui/select-trigger.tsx new file mode 100644 index 000000000..438f3d188 --- /dev/null +++ b/src/frontend/src/components/ui/select-trigger.tsx @@ -0,0 +1,116 @@ +"use client" + +import * as React from "react" +import * as SelectPrimitive from "@radix-ui/react-select" +import { Check, ChevronDown } from "lucide-react" +import { cn } from "../../utils/utils" + + +const Select = SelectPrimitive.Root + +const SelectGroup = SelectPrimitive.Group + +const SelectValue = SelectPrimitive.Value + +const SelectTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + {children} + + + +)) +SelectTrigger.displayName = SelectPrimitive.Trigger.displayName + +const SelectContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, position = "popper", ...props }, ref) => ( + + + + {children} + + + +)) +SelectContent.displayName = SelectPrimitive.Content.displayName + +const SelectLabel = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectLabel.displayName = SelectPrimitive.Label.displayName + +const SelectItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + {children} + +)) +SelectItem.displayName = SelectPrimitive.Item.displayName + +const SelectSeparator = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectSeparator.displayName = SelectPrimitive.Separator.displayName + +export { + Select, + SelectGroup, + SelectValue, + SelectTrigger, + SelectContent, + SelectLabel, + SelectItem, + SelectSeparator, +} diff --git a/src/frontend/src/components/ui/select.tsx b/src/frontend/src/components/ui/select.tsx new file mode 100644 index 000000000..6398be1e2 --- /dev/null +++ b/src/frontend/src/components/ui/select.tsx @@ -0,0 +1,121 @@ +"use client" + +import * as React from "react" +import * as SelectPrimitive from "@radix-ui/react-select" +import { Check, ChevronDown } from "lucide-react" +import { cn } from "../../utils/utils" + + +const Select = SelectPrimitive.Root + +const SelectGroup = SelectPrimitive.Group + +const SelectValue = SelectPrimitive.Value + +const SelectTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + {children} + + + + +)) +SelectTrigger.displayName = SelectPrimitive.Trigger.displayName + +const SelectContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, position = "popper", ...props }, ref) => ( + + + + {children} + + + +)) +SelectContent.displayName = SelectPrimitive.Content.displayName + +const SelectLabel = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectLabel.displayName = SelectPrimitive.Label.displayName + +const SelectItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + + + + + {children} + +)) +SelectItem.displayName = SelectPrimitive.Item.displayName + +const SelectSeparator = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectSeparator.displayName = SelectPrimitive.Separator.displayName + +export { + Select, + SelectGroup, + SelectValue, + SelectTrigger, + SelectContent, + SelectLabel, + SelectItem, + SelectSeparator, +} diff --git a/src/frontend/src/modals/EditNodeModal/index.tsx b/src/frontend/src/modals/EditNodeModal/index.tsx index 4b4b55568..70331b7ef 100644 --- a/src/frontend/src/modals/EditNodeModal/index.tsx +++ b/src/frontend/src/modals/EditNodeModal/index.tsx @@ -35,19 +35,23 @@ const EditNodeModal = forwardRef( setData, nodeLength, children, + open, + onClose }: { data: NodeDataType; setData: (data: NodeDataType) => void; nodeLength: number; children: ReactNode; + open?: boolean; + onClose?: (close: boolean) => void; }, ref ) => { - const [modalOpen, setModalOpen] = useState(false); + + const [modalOpen, setModalOpen] = useState(open ?? false); const [myData, setMyData] = useState(data); const { setTabsState, tabId } = useContext(TabsContext); const { reactFlowInstance } = useContext(typesContext); - let disabled = reactFlowInstance?.getEdges().some((e) => e.targetHandle === data.id) ?? false; @@ -70,6 +74,7 @@ const EditNodeModal = forwardRef( useEffect(() => { setMyData(data); // reset data to what it is on node when opening modal + onClose(modalOpen); }, [modalOpen]); return ( diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx index 06d8ea06d..daf6b84a7 100644 --- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx @@ -2,9 +2,15 @@ import { useContext, useState } from "react"; import { useReactFlow } from "reactflow"; import ShadTooltip from "../../../../components/ShadTooltipComponent"; import IconComponent from "../../../../components/genericIconComponent"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, +} from "../../../../components/ui/select-trigger"; import { TabsContext } from "../../../../contexts/tabsContext"; import EditNodeModal from "../../../../modals/EditNodeModal"; -import { classNames } from "../../../../utils/utils"; +import { classNames, getRandomKeyByssmm } from "../../../../utils/utils"; export default function NodeToolbarComponent({ data, setData, deleteNode }) { const [nodeLength, setNodeLength] = useState( @@ -25,6 +31,17 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) { const { paste } = useContext(TabsContext); const reactFlowInstance = useReactFlow(); + const [showModalAdvanced, setShowModalAdvanced] = useState(false); + const [selectedValue, setSelectedValue] = useState(""); + + const handleSelectChange = (event) => { + setSelectedValue(event); + event.includes("advanced") + ? setShowModalAdvanced(true) + : setShowModalAdvanced(false); + console.log(showModalAdvanced); + }; + return ( <>
@@ -92,6 +109,54 @@ export default function NodeToolbarComponent({ data, setData, deleteNode }) { + + + {showModalAdvanced && ( + { + setShowModalAdvanced(modal); + }} + > + <> + + )} + + {/*
- + */}
From ad33deb1a3d48119c7313c2f15f2f9751f37663a Mon Sep 17 00:00:00 2001 From: Cristhian Zanforlin Lousa Date: Thu, 10 Aug 2023 12:55:04 -0300 Subject: [PATCH 02/46] =?UTF-8?q?=F0=9F=9A=80=20feat(select-custom.tsx):?= =?UTF-8?q?=20add=20custom=20select=20component=20for=20UI=20consistency?= =?UTF-8?q?=20and=20reusability=20=F0=9F=94=84=20refactor(nodeToolbarCompo?= =?UTF-8?q?nent/index.tsx):=20update=20import=20path=20for=20select=20comp?= =?UTF-8?q?onent=20to=20reflect=20new=20location?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../src/components/ui/{select-trigger.tsx => select-custom.tsx} | 0 .../pages/FlowPage/components/nodeToolbarComponent/index.tsx | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename src/frontend/src/components/ui/{select-trigger.tsx => select-custom.tsx} (100%) diff --git a/src/frontend/src/components/ui/select-trigger.tsx b/src/frontend/src/components/ui/select-custom.tsx similarity index 100% rename from src/frontend/src/components/ui/select-trigger.tsx rename to src/frontend/src/components/ui/select-custom.tsx diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx index daf6b84a7..8e24677ec 100644 --- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx @@ -7,7 +7,7 @@ import { SelectContent, SelectItem, SelectTrigger, -} from "../../../../components/ui/select-trigger"; +} from "../../../../components/ui/select-custom"; import { TabsContext } from "../../../../contexts/tabsContext"; import EditNodeModal from "../../../../modals/EditNodeModal"; import { classNames, getRandomKeyByssmm } from "../../../../utils/utils"; From 2ea814fd646f69f66857f47c525126b8febfaeb7 Mon Sep 17 00:00:00 2001 From: Cristhian Zanforlin Lousa Date: Thu, 10 Aug 2023 15:02:15 -0300 Subject: [PATCH 03/46] =?UTF-8?q?=F0=9F=90=9B=20fix(select-custom.tsx):=20?= =?UTF-8?q?add=20left=20padding=20to=20SelectItem=20component=20to=20align?= =?UTF-8?q?=20text=20properly=20=F0=9F=90=9B=20fix(nodeToolbarComponent/in?= =?UTF-8?q?dex.tsx):=20change=20"Advanced"=20text=20to=20"Edit"=20in=20Nod?= =?UTF-8?q?eToolbarComponent=20for=20better=20clarity?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- src/frontend/src/components/ui/select-custom.tsx | 2 +- .../pages/FlowPage/components/nodeToolbarComponent/index.tsx | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/frontend/src/components/ui/select-custom.tsx b/src/frontend/src/components/ui/select-custom.tsx index 438f3d188..a3069a08e 100644 --- a/src/frontend/src/components/ui/select-custom.tsx +++ b/src/frontend/src/components/ui/select-custom.tsx @@ -80,7 +80,7 @@ const SelectItem = React.forwardRef< handleBlur()} type="text" name="search" id="search" diff --git a/src/frontend/src/types/typesContext/index.ts b/src/frontend/src/types/typesContext/index.ts index 40f5b21ab..ff877b9d4 100644 --- a/src/frontend/src/types/typesContext/index.ts +++ b/src/frontend/src/types/typesContext/index.ts @@ -18,6 +18,8 @@ export type typesContextType = { setData: (newState: {}) => void; fetchError: boolean; setFetchError: (newState: boolean) => void; + setFilterEdge: (newState) => void; + getFilterEdge: any[]; }; export type alertContextType = { From f41c2824e97a6f7b30020a10b609dcff60ec611d Mon Sep 17 00:00:00 2001 From: igorrCarvalho Date: Mon, 18 Sep 2023 19:43:06 -0300 Subject: [PATCH 20/46] Refactor: Fix node minimizing animation --- src/frontend/src/CustomNodes/GenericNode/index.tsx | 6 +++--- src/frontend/src/style/applies.css | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx index cc24a7175..179429cc9 100644 --- a/src/frontend/src/CustomNodes/GenericNode/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx @@ -123,8 +123,8 @@ export default function GenericNode({
@@ -134,7 +134,7 @@ export default function GenericNode({
)}
-
+
Date: Mon, 18 Sep 2023 19:52:27 -0300 Subject: [PATCH 21/46] Formated code --- .../components/parameterComponent/index.tsx | 440 +++++++++--------- .../src/CustomNodes/GenericNode/index.tsx | 233 ++++++---- .../src/icons/GradientSparkles/index.tsx | 65 +-- src/frontend/src/pages/AdminPage/index.tsx | 2 +- .../components/nodeToolbarComponent/index.tsx | 12 +- src/frontend/src/types/components/index.ts | 2 +- src/frontend/src/utils/styleUtils.ts | 6 +- 7 files changed, 403 insertions(+), 357 deletions(-) diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx index 12c9c2a74..e1d677379 100644 --- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx @@ -1,4 +1,4 @@ -import { cloneDeep, divide } from "lodash"; +import { cloneDeep } from "lodash"; import React, { ReactNode, useContext, @@ -32,7 +32,7 @@ import { } from "../../../../utils/styleUtils"; import { classNames, groupByFamily } from "../../../../utils/utils"; -export default function ParameterComponent({ +export default function ParameterComponent({ left, id, data, @@ -121,17 +121,18 @@ export default function ParameterComponent({ return ( <> {index === 0 && ( - - {left ? "Components to connect into:" : "Components to connect to:"} - - ) - } + + {left + ? "Components to connect into:" + : "Components to connect to:"} + + )} 0 ? "mt-2 flex items-center" : "mt-3 flex items-center" )} - > + >
- {nodeNames[item.family] ?? "Other"} - {" "} + {nodeNames[item.family] ?? "Other"}{" "} {" "} {item.type === "" ? "" : " - "} @@ -179,220 +179,218 @@ export default function ParameterComponent({ renderTooltips(); }, [tooltipTitle, flow]); - return ( - !showNode ? ( - left && - (type === "str" || - type === "bool" || - type === "float" || - type === "code" || - type === "prompt" || - type === "file" || - type === "int") && - !optionalHandle ? ( - <> - ) : ( - - - isValidConnection(connection, reactFlowInstance!) - } - className={classNames( - left ? "-ml-0.5 my-12 " : " -mr-0.5 my-12 ", - "h-3 w-3 rounded-full border-2 bg-background" - )} - style={{ - borderColor: color, - top: position, - }} - > - - ) + return !showNode ? ( + left && + (type === "str" || + type === "bool" || + type === "float" || + type === "code" || + type === "prompt" || + type === "file" || + type === "int") && + !optionalHandle ? ( + <> ) : ( -
- <> -
- {title} - {required ? " *" : ""} -
- {info !== "" && ( - - {/* put div to avoid bug that does not display tooltip */} -
- -
- - )} -
-
- {left && - (type === "str" || - type === "bool" || - type === "float" || - type === "code" || - type === "prompt" || - type === "file" || - type === "int") && - !optionalHandle ? ( - <> - ) : ( - - - isValidConnection(connection, reactFlowInstance!) - } - className={classNames( - left ? "-ml-0.5 " : "-mr-0.5 ", - "h-3 w-3 rounded-full border-2 bg-background" - )} - style={{ - borderColor: color, - top: position, - }} - > - + + isValidConnection(connection, reactFlowInstance!) + } + className={classNames( + left ? "my-12 -ml-0.5 " : " my-12 -mr-0.5 ", + "h-3 w-3 rounded-full border-2 bg-background" )} - - {left === true && - type === "str" && - !data.node?.template[name].options ? ( -
- {data.node?.template[name].list ? ( - - ) : data.node?.template[name].multiline ? ( - - ) : ( - - )} -
- ) : left === true && type === "bool" ? ( -
- { - handleOnNewValue(isEnabled); - }} - size="large" - /> -
- ) : left === true && type === "float" ? ( -
- -
- ) : left === true && - type === "str" && - data.node?.template[name].options ? ( -
- -
- ) : left === true && type === "code" ? ( -
- { - data.node = nodeClass; - }} - nodeClass={data.node} - disabled={disabled} - value={data.node?.template[name].value ?? ""} - onChange={handleOnNewValue} - /> -
- ) : left === true && type === "file" ? ( -
- { - data.node!.template[name].file_path = filePath; - save(); - }} - > -
- ) : left === true && type === "int" ? ( -
- -
- ) : left === true && type === "prompt" ? ( -
- { - data.node = nodeClass; - }} - nodeClass={data.node} - disabled={disabled} - value={data.node?.template[name].value ?? ""} - onChange={handleOnNewValue} - /> -
- ) : ( - <> - )} - -
+ style={{ + borderColor: color, + top: position, + }} + > + ) + ) : ( +
+ <> +
+ {title} + {required ? " *" : ""} +
+ {info !== "" && ( + + {/* put div to avoid bug that does not display tooltip */} +
+ +
+ + )} +
+
+ {left && + (type === "str" || + type === "bool" || + type === "float" || + type === "code" || + type === "prompt" || + type === "file" || + type === "int") && + !optionalHandle ? ( + <> + ) : ( + + + isValidConnection(connection, reactFlowInstance!) + } + className={classNames( + left ? "-ml-0.5 " : "-mr-0.5 ", + "h-3 w-3 rounded-full border-2 bg-background" + )} + style={{ + borderColor: color, + top: position, + }} + > + + )} + + {left === true && + type === "str" && + !data.node?.template[name].options ? ( +
+ {data.node?.template[name].list ? ( + + ) : data.node?.template[name].multiline ? ( + + ) : ( + + )} +
+ ) : left === true && type === "bool" ? ( +
+ { + handleOnNewValue(isEnabled); + }} + size="large" + /> +
+ ) : left === true && type === "float" ? ( +
+ +
+ ) : left === true && + type === "str" && + data.node?.template[name].options ? ( +
+ +
+ ) : left === true && type === "code" ? ( +
+ { + data.node = nodeClass; + }} + nodeClass={data.node} + disabled={disabled} + value={data.node?.template[name].value ?? ""} + onChange={handleOnNewValue} + /> +
+ ) : left === true && type === "file" ? ( +
+ { + data.node!.template[name].file_path = filePath; + save(); + }} + > +
+ ) : left === true && type === "int" ? ( +
+ +
+ ) : left === true && type === "prompt" ? ( +
+ { + data.node = nodeClass; + }} + nodeClass={data.node} + disabled={disabled} + value={data.node?.template[name].value ?? ""} + onChange={handleOnNewValue} + /> +
+ ) : ( + <> + )} + +
); } diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx index 179429cc9..74547dfa8 100644 --- a/src/frontend/src/CustomNodes/GenericNode/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx @@ -35,10 +35,11 @@ export default function GenericNode({ function countHandles(): void { numberOfInputs = Object.keys(data.node!.template) - .filter((templateField) => templateField.charAt(0) !== "_").map((templateCamp) => { + .filter((templateField) => templateField.charAt(0) !== "_") + .map((templateCamp) => { const { template } = data.node!; - if (template[templateCamp].input_types) return true - if (!template[templateCamp].show) return false + if (template[templateCamp].input_types) return true; + if (!template[templateCamp].show) return false; switch (template[templateCamp].type) { case "str": return false; @@ -55,15 +56,15 @@ export default function GenericNode({ case "int": return false; default: - return true + return true; } - }) - setHandles(numberOfInputs) - }; + }); + setHandles(numberOfInputs); + } useEffect(() => { countHandles(); - }, []) + }, []); // State for outline color const { sseData, isBuilding } = useSSE(); @@ -91,10 +92,9 @@ export default function GenericNode({ useEffect(() => { setTimeout(() => { - updateNodeInternals(data.id) - }, 400) - - }, [showNode]) + updateNodeInternals(data.id); + }, 300); + }, [showNode]); // New useEffect to watch for changes in sseData and update validation status useEffect(() => { @@ -124,8 +124,10 @@ export default function GenericNode({ className={classNames( selected ? "border border-ring" : "border", " transition-transform ", - showNode ? " rounded-lg transform w-96 duration-500 ease-in-out scale-100 " : " rounded-full transform transform-width duration-500 w-26 h-26 scale-90 ", - "generic-node-div", + showNode + ? " w-96 scale-100 transform rounded-lg duration-500 ease-in-out " + : " transform-width w-26 h-26 scale-90 transform rounded-full duration-500 ", + "generic-node-div" )} > {data.node?.beta && showNode && ( @@ -134,11 +136,26 @@ export default function GenericNode({
)}
-
-
+
+
{showNode && ( @@ -155,84 +172,97 @@ export default function GenericNode({ {!showNode && ( <> {Object.keys(data.node!.template) - .filter((templateField) => templateField.charAt(0) !== "_") - .map((templateField: string, idx) => ( - data.node!.template[templateField].show && - !data.node!.template[templateField].advanced && ( - - )))} - 0 - ? data.node.output_types.join("|") - : data.type - } - tooltipTitle={data.node?.base_classes.join("\n")} - id={[data.type, data.id, ...data.node!.base_classes].join("|")} - type={data.node?.base_classes.join("|")} - left={false} - showNode={showNode} - /> + .filter((templateField) => templateField.charAt(0) !== "_") + .map( + (templateField: string, idx) => + data.node!.template[templateField].show && + !data.node!.template[templateField].advanced && ( + + ) + )} + 0 + ? data.node.output_types.join("|") + : data.type + } + tooltipTitle={data.node?.base_classes.join("\n")} + id={[data.type, data.id, ...data.node!.base_classes].join( + "|" + )} + type={data.node?.base_classes.join("|")} + left={false} + showNode={showNode} + /> )} -
- - {showNode && (
@@ -296,9 +326,18 @@ export default function GenericNode({
{showNode && ( -
+
{data.node?.description !== "" && showNode && ( -
{data.node?.description}
+
+ {data.node?.description} +
)} <> @@ -324,14 +363,18 @@ export default function GenericNode({ nodeColors[ types[data.node?.template[templateField].type!] ] ?? - nodeColors[data.node?.template[templateField].type!] ?? + nodeColors[ + data.node?.template[templateField].type! + ] ?? nodeColors.unknown } title={ data.node?.template[templateField].display_name ? data.node.template[templateField].display_name : data.node?.template[templateField].name - ? toTitleCase(data.node.template[templateField].name) + ? toTitleCase( + data.node.template[templateField].name + ) : toTitleCase(templateField) } info={data.node?.template[templateField].info} diff --git a/src/frontend/src/icons/GradientSparkles/index.tsx b/src/frontend/src/icons/GradientSparkles/index.tsx index 49502c6ba..55e8d3977 100644 --- a/src/frontend/src/icons/GradientSparkles/index.tsx +++ b/src/frontend/src/icons/GradientSparkles/index.tsx @@ -1,38 +1,39 @@ import { forwardRef } from "react"; -export const GradientSparkles = forwardRef>( - (props, ref) => { - return ( - <> - - - - - - - - - {/* this svg comes from the source code of lucide, +export const GradientSparkles = forwardRef< + SVGSVGElement, + React.PropsWithChildren<{}> +>((props, ref) => { + return ( + <> + + + + + + + + + {/* this svg comes from the source code of lucide, we do not use the import because it crashes the ui (why? no one knows...). source code from the used svg: https://github.com/lucide-icons/lucide/blob/a4076db69b52ff0debc383f76d4d671c3bad5345/icons/infinity.svg?short_path=f79de91 */} - - - - - ); - } -); - + + + + + ); +}); diff --git a/src/frontend/src/pages/AdminPage/index.tsx b/src/frontend/src/pages/AdminPage/index.tsx index bcdc78b5f..24baefb5b 100644 --- a/src/frontend/src/pages/AdminPage/index.tsx +++ b/src/frontend/src/pages/AdminPage/index.tsx @@ -190,7 +190,7 @@ export default function AdminPage() { setSuccessData({ title: "Success! New user added!", }); - }) + }); }) .catch((error) => { setErrorData({ diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx index 24fb79a02..718ac7f3d 100644 --- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx @@ -119,7 +119,8 @@ export default function NodeToolbarComponent({ >
{ - setShowNode(prev => !prev); - updateNodeInternals(data.id) + setShowNode((prev) => !prev); + updateNodeInternals(data.id); }} > - + )} diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts index d88960488..576104f40 100644 --- a/src/frontend/src/types/components/index.ts +++ b/src/frontend/src/types/components/index.ts @@ -174,7 +174,7 @@ export type IconComponentProps = { name: string; className?: string; iconColor?: string; - onClick?: () => void + onClick?: () => void; }; export type InputProps = { diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts index cb7086c5d..ee3bf10c5 100644 --- a/src/frontend/src/utils/styleUtils.ts +++ b/src/frontend/src/utils/styleUtils.ts @@ -48,6 +48,7 @@ import { MessageCircle, MessageSquare, MessagesSquare, + Minus, MoonIcon, MoreHorizontal, Paperclip, @@ -61,6 +62,7 @@ import { Settings2, Shield, Sparkles, + Square, SunIcon, TerminalSquare, Trash2, @@ -78,8 +80,6 @@ import { X, XCircle, Zap, - Minus, - Square, } from "lucide-react"; import { FaApple, FaGithub } from "react-icons/fa"; import { AirbyteIcon } from "../icons/Airbyte"; @@ -91,7 +91,7 @@ import { EvernoteIcon } from "../icons/Evernote"; import { FBIcon } from "../icons/FacebookMessenger"; import { GitBookIcon } from "../icons/GitBook"; import { GoogleIcon } from "../icons/Google"; -import {GradientSparkles} from "../icons/GradientSparkles"; +import { GradientSparkles } from "../icons/GradientSparkles"; import { HuggingFaceIcon } from "../icons/HuggingFace"; import { IFixIcon } from "../icons/IFixIt"; import { MetaIcon } from "../icons/Meta"; From 08c83fa555ec1a326911c71f48882d27621976a7 Mon Sep 17 00:00:00 2001 From: Cristhian Zanforlin Lousa Date: Mon, 18 Sep 2023 23:34:12 -0300 Subject: [PATCH 22/46] =?UTF-8?q?=F0=9F=94=A7=20fix(parameterComponent):?= =?UTF-8?q?=20remove=20unnecessary=20span=20element=20to=20improve=20code?= =?UTF-8?q?=20readability=20=F0=9F=94=A7=20fix(GenericNode):=20remove=20on?= =?UTF-8?q?Click=20event=20handler=20that=20resets=20filterEdge=20state=20?= =?UTF-8?q?to=20improve=20code=20simplicity=20=F0=9F=94=A7=20fix(PageCompo?= =?UTF-8?q?nent):=20add=20onPaneClick=20callback=20function=20to=20reset?= =?UTF-8?q?=20filterEdge=20state=20when=20clicking=20on=20the=20pane?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../components/parameterComponent/index.tsx | 1 - src/frontend/src/CustomNodes/GenericNode/index.tsx | 7 +------ .../FlowPage/components/PageComponent/index.tsx | 14 ++++++++++++-- 3 files changed, 13 insertions(+), 9 deletions(-) diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx index 10925cd99..0f31c7f42 100644 --- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx @@ -251,7 +251,6 @@ export default function ParameterComponent({ >
- {required ? " *" : ""} )} diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx index 1558c0731..0cee9557c 100644 --- a/src/frontend/src/CustomNodes/GenericNode/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx @@ -85,12 +85,7 @@ export default function GenericNode({
BETA
)} -
{ - setFilterEdge([]); - }} - > +
(null); const { takeSnapshot } = useContext(undoRedoContext); @@ -382,6 +387,10 @@ export default function Page({ [] ); + const onPaneClick = useCallback((flow) => { + setFilterEdge([]); + }, []); + return (
{!view && } @@ -429,6 +438,7 @@ export default function Page({ zoomOnPinch={!view} panOnDrag={!view} proOptions={{ hideAttribution: true }} + onPaneClick={onPaneClick} > {!view && ( From 9163aee3eff59a0d637a68565991147bd0708d00 Mon Sep 17 00:00:00 2001 From: igorrCarvalho Date: Tue, 19 Sep 2023 15:24:39 -0300 Subject: [PATCH 23/46] Refactor: Change minimize icons --- .../pages/FlowPage/components/nodeToolbarComponent/index.tsx | 2 +- src/frontend/src/utils/styleUtils.ts | 4 ++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx index 718ac7f3d..7b782a656 100644 --- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx @@ -142,7 +142,7 @@ export default function NodeToolbarComponent({ }} > diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts index ee3bf10c5..511d894b3 100644 --- a/src/frontend/src/utils/styleUtils.ts +++ b/src/frontend/src/utils/styleUtils.ts @@ -80,6 +80,8 @@ import { X, XCircle, Zap, + Minimize2, + Maximize2, } from "lucide-react"; import { FaApple, FaGithub } from "react-icons/fa"; import { AirbyteIcon } from "../icons/Airbyte"; @@ -312,4 +314,6 @@ export const nodeIconsLucide: iconsType = { ChevronUp, Minus, Square, + Minimize2, + Maximize2, }; From e8524ea090df2f3139f32a1c2e274a4cdc83dc1e Mon Sep 17 00:00:00 2001 From: Cristhian Zanforlin Lousa Date: Tue, 19 Sep 2023 16:27:50 -0300 Subject: [PATCH 24/46] =?UTF-8?q?=F0=9F=90=9B=20fix(extraSidebarComponent)?= =?UTF-8?q?:=20update=20condition=20in=20useEffect=20to=20include=20search?= =?UTF-8?q?=20variable=20to=20properly=20reset=20filter=20data=20and=20edg?= =?UTF-8?q?e=20when=20search=20is=20empty?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../pages/FlowPage/components/extraSidebarComponent/index.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx index 413fa4c3b..d9d47b71f 100644 --- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx @@ -84,7 +84,7 @@ export default function ExtraSidebar(): JSX.Element { } useEffect(() => { - if (getFilterEdge.length === 0) { + if (getFilterEdge.length === 0 && search === "") { setFilterData(data); setFilterEdge([]); setSearch(""); From 8a0630652f45570003cf4be2da8c8245d1394ad6 Mon Sep 17 00:00:00 2001 From: Tiago Santos Date: Wed, 20 Sep 2023 18:41:45 +0100 Subject: [PATCH 25/46] fix(util.py): fix IndentationError while parsing from source code. --- src/backend/langflow/interface/tools/util.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/backend/langflow/interface/tools/util.py b/src/backend/langflow/interface/tools/util.py index 48d9368d1..8e4f582c1 100644 --- a/src/backend/langflow/interface/tools/util.py +++ b/src/backend/langflow/interface/tools/util.py @@ -1,12 +1,13 @@ import ast import inspect +import textwrap from typing import Dict, Union from langchain.agents.tools import Tool def get_func_tool_params(func, **kwargs) -> Union[Dict, None]: - tree = ast.parse(inspect.getsource(func)) + tree = ast.parse(textwrap.dedent(inspect.getsource(func))) # Iterate over the statements in the abstract syntax tree for node in ast.walk(tree): @@ -57,7 +58,7 @@ def get_func_tool_params(func, **kwargs) -> Union[Dict, None]: def get_class_tool_params(cls, **kwargs) -> Union[Dict, None]: - tree = ast.parse(inspect.getsource(cls)) + tree = ast.parse(textwrap.dedent(inspect.getsource(cls))) tool_params = {} From 82a6ad8d87239f453ccc9ad7fb2444a6038840cb Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 18:20:22 -0300 Subject: [PATCH 26/46] set auto_login to false to keep develop with login --- src/backend/langflow/services/settings/auth.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/backend/langflow/services/settings/auth.py b/src/backend/langflow/services/settings/auth.py index 87a156df7..d1f8197f0 100644 --- a/src/backend/langflow/services/settings/auth.py +++ b/src/backend/langflow/services/settings/auth.py @@ -30,7 +30,7 @@ class AuthSettings(BaseSettings): # If AUTO_LOGIN = True # > The application does not request login and logs in automatically as a super user. - AUTO_LOGIN: bool = True + AUTO_LOGIN: bool = False FIRST_SUPERUSER: str = "langflow" FIRST_SUPERUSER_PASSWORD: str = "langflow" From 238dbf1b5fc95d774379b6f386e9656b13255891 Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 18:20:43 -0300 Subject: [PATCH 27/46] format code --- src/frontend/src/utils/styleUtils.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts index 511d894b3..7d4560448 100644 --- a/src/frontend/src/utils/styleUtils.ts +++ b/src/frontend/src/utils/styleUtils.ts @@ -44,10 +44,12 @@ import { Link, Lock, LucideSend, + Maximize2, Menu, MessageCircle, MessageSquare, MessagesSquare, + Minimize2, Minus, MoonIcon, MoreHorizontal, @@ -80,8 +82,6 @@ import { X, XCircle, Zap, - Minimize2, - Maximize2, } from "lucide-react"; import { FaApple, FaGithub } from "react-icons/fa"; import { AirbyteIcon } from "../icons/Airbyte"; From b2f14793e34b32d644c98933d987f3424ff25c03 Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 19:53:25 -0300 Subject: [PATCH 28/46] migrate progress and install playwrite --- src/frontend/.github/workflows/playwright.yml | 27 +++ src/frontend/.gitignore | 3 + src/frontend/harFiles/langflow.har | 229 ++++++++++++++++++ src/frontend/package-lock.json | 60 +++++ src/frontend/package.json | 1 + src/frontend/playwright.config.ts | 77 ++++++ src/frontend/tests/auto_login.spec.ts | 32 +++ src/frontend/tests/example.spec.ts | 20 ++ src/frontend/tests/login.spec.ts | 18 ++ 9 files changed, 467 insertions(+) create mode 100644 src/frontend/.github/workflows/playwright.yml create mode 100644 src/frontend/harFiles/langflow.har create mode 100644 src/frontend/playwright.config.ts create mode 100644 src/frontend/tests/auto_login.spec.ts create mode 100644 src/frontend/tests/example.spec.ts create mode 100644 src/frontend/tests/login.spec.ts diff --git a/src/frontend/.github/workflows/playwright.yml b/src/frontend/.github/workflows/playwright.yml new file mode 100644 index 000000000..90b6b700d --- /dev/null +++ b/src/frontend/.github/workflows/playwright.yml @@ -0,0 +1,27 @@ +name: Playwright Tests +on: + push: + branches: [ main, master ] + pull_request: + branches: [ main, master ] +jobs: + test: + timeout-minutes: 60 + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - uses: actions/setup-node@v3 + with: + node-version: 18 + - name: Install dependencies + run: npm ci + - name: Install Playwright Browsers + run: npx playwright install --with-deps + - name: Run Playwright tests + run: npx playwright test + - uses: actions/upload-artifact@v3 + if: always() + with: + name: playwright-report + path: playwright-report/ + retention-days: 30 diff --git a/src/frontend/.gitignore b/src/frontend/.gitignore index 4d29575de..9ad9e7fb4 100644 --- a/src/frontend/.gitignore +++ b/src/frontend/.gitignore @@ -21,3 +21,6 @@ npm-debug.log* yarn-debug.log* yarn-error.log* +/test-results/ +/playwright-report/ +/playwright/.cache/ diff --git a/src/frontend/harFiles/langflow.har b/src/frontend/harFiles/langflow.har new file mode 100644 index 000000000..2f73c3515 --- /dev/null +++ b/src/frontend/harFiles/langflow.har @@ -0,0 +1,229 @@ +{ + "log": { + "version": "1.2", + "creator": { + "name": "Playwright", + "version": "1.37.1" + }, + "browser": { + "name": "chromium", + "version": "116.0.5845.82" + }, + "entries": [ + { + "startedDateTime": "2023-08-31T14:55:35.502Z", + "time": 0.727, + "request": { + "method": "GET", + "url": "http://localhost:3000/api/v1/auto_login", + "httpVersion": "HTTP/1.1", + "cookies": [], + "headers": [ + { "name": "Accept", "value": "application/json, text/plain, */*" }, + { "name": "Accept-Encoding", "value": "gzip, deflate, br" }, + { "name": "Accept-Language", "value": "en-US,en;q=0.9" }, + { "name": "Connection", "value": "keep-alive" }, + { "name": "Host", "value": "localhost:3000" }, + { "name": "Referer", "value": "http://localhost:3000/" }, + { "name": "Sec-Fetch-Dest", "value": "empty" }, + { "name": "Sec-Fetch-Mode", "value": "cors" }, + { "name": "Sec-Fetch-Site", "value": "same-origin" }, + { "name": "User-Agent", "value": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36" }, + { "name": "sec-ch-ua", "value": "\"Not)A;Brand\";v=\"24\", \"Chromium\";v=\"116\"" }, + { "name": "sec-ch-ua-mobile", "value": "?0" }, + { "name": "sec-ch-ua-platform", "value": "\"Linux\"" } + ], + "queryString": [], + "headersSize": -1, + "bodySize": -1 + }, + "response": { + "status": 200, + "statusText": "OK", + "httpVersion": "HTTP/1.1", + "cookies": [], + "headers": [ + { "name": "Access-Control-Allow-Origin", "value": "*" }, + { "name": "connection", "value": "close" }, + { "name": "content-length", "value": "227" }, + { "name": "content-type", "value": "application/json" }, + { "name": "date", "value": "Thu, 31 Aug 2023 14:55:34 GMT" }, + { "name": "server", "value": "uvicorn" } + ], + "content": { + "size": -1, + "mimeType": "application/json", + "text": "{\"access_token\":\"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk\",\"refresh_token\":null,\"token_type\":\"bearer\"}" + }, + "headersSize": -1, + "bodySize": -1, + "redirectURL": "" + }, + "cache": {}, + "timings": { "send": -1, "wait": -1, "receive": 0.727 } + }, + { + "startedDateTime": "2023-08-31T14:55:35.586Z", + "time": 0.719, + "request": { + "method": "GET", + "url": "http://localhost:3000/api/v1/flows/", + "httpVersion": "HTTP/1.1", + "cookies": [], + "headers": [ + { "name": "Accept", "value": "application/json, text/plain, */*" }, + { "name": "Accept-Encoding", "value": "gzip, deflate, br" }, + { "name": "Accept-Language", "value": "en-US,en;q=0.9" }, + { "name": "Authorization", "value": "Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk" }, + { "name": "Connection", "value": "keep-alive" }, + { "name": "Cookie", "value": "access_token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk; 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If it is false, explain why.\\n\\n\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"check_assertions_prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"create_draft_answer_prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":{\"input_variables\":[\"question\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"{question}\\n\\n\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"create_draft_answer_prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"list_assertions_prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":{\"input_variables\":[\"statement\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"Here is a statement:\\n{statement}\\nMake a bullet point list of the assumptions you made when producing the above statement.\\n\\n\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"list_assertions_prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"revised_answer_prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":{\"input_variables\":[\"checked_assertions\",\"question\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"{checked_assertions}\\n\\nQuestion: In light of the above assertions and checks, how would you answer the question '{question}'?\\n\\nAnswer:\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"revised_answer_prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"_type\":\"LLMCheckerChain\"},\"description\":\"\",\"base_classes\":[\"Chain\",\"LLMCheckerChain\",\"function\"],\"display_name\":\"LLMCheckerChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/chains/additional/llm_checker\",\"beta\":false,\"error\":null},\"LLMMathChain\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"llm_chain\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm_chain\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"LLMChain\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":{\"input_variables\":[\"question\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"Translate a math problem into a expression that can be executed using Python's numexpr library. Use the output of running this code to answer the question.\\n\\nQuestion: ${{Question with math problem.}}\\n```text\\n${{single line mathematical expression that solves the problem}}\\n```\\n...numexpr.evaluate(text)...\\n```output\\n${{Output of running the code}}\\n```\\nAnswer: ${{Answer}}\\n\\nBegin.\\n\\nQuestion: What is 37593 * 67?\\n```text\\n37593 * 67\\n```\\n...numexpr.evaluate(\\\"37593 * 67\\\")...\\n```output\\n2518731\\n```\\nAnswer: 2518731\\n\\nQuestion: 37593^(1/5)\\n```text\\n37593**(1/5)\\n```\\n...numexpr.evaluate(\\\"37593**(1/5)\\\")...\\n```output\\n8.222831614237718\\n```\\nAnswer: 8.222831614237718\\n\\nQuestion: {question}\\n\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BasePromptTemplate\",\"list\":false},\"input_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"question\",\"password\":false,\"name\":\"input_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"output_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"answer\",\"password\":false,\"name\":\"output_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"LLMMathChain\"},\"description\":\"Chain that interprets a prompt and executes python code to do math.\",\"base_classes\":[\"Chain\",\"LLMMathChain\",\"function\"],\"display_name\":\"LLMMathChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/chains/additional/llm_math\",\"beta\":false,\"error\":null},\"RetrievalQA\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"combine_documents_chain\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"combine_documents_chain\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCombineDocumentsChain\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"input_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"query\",\"password\":false,\"name\":\"input_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"output_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"result\",\"password\":false,\"name\":\"output_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"return_source_documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"return_source_documents\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"RetrievalQA\"},\"description\":\"Chain for question-answering against an index.\",\"base_classes\":[\"Chain\",\"BaseRetrievalQA\",\"RetrievalQA\",\"function\"],\"display_name\":\"RetrievalQA\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/chains/popular/vector_db_qa\",\"beta\":false,\"error\":null},\"RetrievalQAWithSourcesChain\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"combine_documents_chain\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"combine_documents_chain\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCombineDocumentsChain\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"answer_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"answer\",\"password\":false,\"name\":\"answer_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"input_docs_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"docs\",\"password\":false,\"name\":\"input_docs_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"max_tokens_limit\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":3375,\"password\":false,\"name\":\"max_tokens_limit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"question_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"question\",\"password\":false,\"name\":\"question_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"reduce_k_below_max_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"reduce_k_below_max_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"return_source_documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"return_source_documents\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"sources_answer_key\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"sources\",\"password\":false,\"name\":\"sources_answer_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"RetrievalQAWithSourcesChain\"},\"description\":\"Question-answering with sources over an index.\",\"base_classes\":[\"Chain\",\"RetrievalQAWithSourcesChain\",\"BaseQAWithSourcesChain\",\"function\"],\"display_name\":\"RetrievalQAWithSourcesChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SQLDatabaseChain\":{\"template\":{\"db\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"db\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"SQLDatabase\",\"list\":false},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BasePromptTemplate\",\"list\":false},\"_type\":\"SQLDatabaseChain\"},\"description\":\"\",\"base_classes\":[\"Chain\",\"SQLDatabaseChain\",\"function\"],\"display_name\":\"SQLDatabaseChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"CombineDocsChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"chain_type\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"stuff\",\"password\":false,\"options\":[\"stuff\",\"map_reduce\",\"map_rerank\",\"refine\"],\"name\":\"chain_type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"load_qa_chain\"},\"description\":\"Load question answering chain.\",\"base_classes\":[\"BaseCombineDocumentsChain\",\"function\"],\"display_name\":\"CombineDocsChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SeriesCharacterChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"character\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"character\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"series\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"series\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SeriesCharacterChain\"},\"description\":\"SeriesCharacterChain is a chain you can use to have a conversation with a character from a series.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"Chain\",\"ConversationChain\",\"SeriesCharacterChain\",\"function\"],\"display_name\":\"SeriesCharacterChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"MidJourneyPromptChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"_type\":\"MidJourneyPromptChain\"},\"description\":\"MidJourneyPromptChain is a chain you can use to generate new MidJourney prompts.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"Chain\",\"ConversationChain\",\"MidJourneyPromptChain\"],\"display_name\":\"MidJourneyPromptChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"TimeTravelGuideChain\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"_type\":\"TimeTravelGuideChain\"},\"description\":\"Time travel guide chain.\",\"base_classes\":[\"LLMChain\",\"BaseCustomChain\",\"TimeTravelGuideChain\",\"Chain\",\"ConversationChain\"],\"display_name\":\"TimeTravelGuideChain\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"PromptRunner\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\n\\nfrom langchain.llms.base import BaseLLM\\nfrom langchain import PromptTemplate\\nfrom langchain.schema import Document\\n\\n\\nclass PromptRunner(CustomComponent):\\n display_name: str = \\\"Prompt Runner\\\"\\n description: str = \\\"Run a Chain with the given PromptTemplate\\\"\\n beta = True\\n field_config = {\\n \\\"llm\\\": {\\\"display_name\\\": \\\"LLM\\\"},\\n \\\"prompt\\\": {\\n \\\"display_name\\\": \\\"Prompt Template\\\",\\n \\\"info\\\": \\\"Make sure the prompt has all variables filled.\\\",\\n },\\n \\\"code\\\": {\\\"show\\\": False},\\n \\\"inputs\\\": {\\\"field_type\\\": \\\"code\\\"},\\n }\\n\\n def build(\\n self,\\n llm: BaseLLM,\\n prompt: PromptTemplate,\\n ) -> Document:\\n chain = prompt | llm\\n # The input is an empty dict because the prompt is already filled\\n result = chain.invoke({})\\n if hasattr(result, \\\"content\\\"):\\n result = result.content\\n self.repr_value = result\\n return Document(page_content=str(result))\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLLM\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"prompt\",\"display_name\":\"Prompt Template\",\"advanced\":false,\"dynamic\":false,\"info\":\"Make sure the prompt has all variables filled.\",\"type\":\"PromptTemplate\",\"list\":false}},\"description\":\"Run a Chain with the given PromptTemplate\",\"base_classes\":[\"Document\"],\"display_name\":\"Prompt Runner\",\"custom_fields\":{\"llm\":null,\"prompt\":null},\"output_types\":[\"PromptRunner\"],\"documentation\":\"\",\"beta\":true,\"error\":null}},\"agents\":{\"ZeroShotAgent\":{\"template\":{\"callback_manager\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callback_manager\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseCallbackManager\",\"list\":false},\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"AgentOutputParser\",\"list\":false},\"tools\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseTool\",\"list\":true},\"format_instructions\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"Use the following format:\\n\\nQuestion: the input question you must answer\\nThought: you should always think about what to do\\nAction: the action to take, should be one of [{tool_names}]\\nAction Input: the input to the action\\nObservation: the result of the action\\n... (this Thought/Action/Action Input/Observation can repeat N times)\\nThought: I now know the final answer\\nFinal Answer: the final answer to the original input question\",\"password\":false,\"name\":\"format_instructions\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"input_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"prefix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"Answer the following questions as best you can. You have access to the following tools:\",\"password\":false,\"name\":\"prefix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"suffix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"Begin!\\n\\nQuestion: {input}\\nThought:{agent_scratchpad}\",\"password\":false,\"name\":\"suffix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ZeroShotAgent\"},\"description\":\"Construct an agent from an LLM and tools.\",\"base_classes\":[\"ZeroShotAgent\",\"BaseSingleActionAgent\",\"Agent\",\"function\"],\"display_name\":\"ZeroShotAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent\",\"beta\":false,\"error\":null},\"JsonAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"toolkit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"toolkit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseToolkit\",\"list\":false},\"_type\":\"json_agent\"},\"description\":\"Construct a json agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"JsonAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/toolkits/openapi\",\"beta\":false,\"error\":null},\"CSVAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".csv\"],\"password\":false,\"name\":\"path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"csv\"],\"file_path\":null},\"_type\":\"csv_agent\"},\"description\":\"Construct a CSV agent from a CSV and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"CSVAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/toolkits/csv\",\"beta\":false,\"error\":null},\"AgentInitializer\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseChatMemory\",\"list\":false},\"tools\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Tool\",\"list\":true},\"agent\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"zero-shot-react-description\",\"password\":false,\"options\":[\"zero-shot-react-description\",\"react-docstore\",\"self-ask-with-search\",\"conversational-react-description\",\"openai-functions\",\"openai-multi-functions\"],\"name\":\"agent\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"initialize_agent\"},\"description\":\"Construct a zero shot agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\",\"function\"],\"display_name\":\"AgentInitializer\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/agents/agent_types/\",\"beta\":false,\"error\":null},\"VectorStoreAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstoreinfo\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstoreinfo\",\"display_name\":\"Vector Store Info\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreInfo\",\"list\":false},\"_type\":\"vectorstore_agent\"},\"description\":\"Construct an agent from a Vector Store.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"VectorStoreAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"VectorStoreRouterAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"vectorstoreroutertoolkit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectorstoreroutertoolkit\",\"display_name\":\"Vector Store Router Toolkit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"VectorStoreRouterToolkit\",\"list\":false},\"_type\":\"vectorstorerouter_agent\"},\"description\":\"Construct an agent from a Vector Store Router.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"VectorStoreRouterAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SQLAgent\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"display_name\":\"LLM\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLanguageModel\",\"list\":false},\"database_uri\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"database_uri\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"sql_agent\"},\"description\":\"Construct an SQL agent from an LLM and tools.\",\"base_classes\":[\"AgentExecutor\"],\"display_name\":\"SQLAgent\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"OpenAIConversationalAgent\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom typing import Optional\\nfrom langchain.prompts import SystemMessagePromptTemplate\\nfrom langchain.tools import Tool\\nfrom langchain.schema.memory import BaseMemory\\nfrom langchain.chat_models import ChatOpenAI\\n\\nfrom langchain.agents.agent import AgentExecutor\\nfrom langchain.agents.openai_functions_agent.base import OpenAIFunctionsAgent\\nfrom langchain.memory.token_buffer import ConversationTokenBufferMemory\\nfrom langchain.prompts.chat import MessagesPlaceholder\\nfrom langchain.agents.agent_toolkits.conversational_retrieval.openai_functions import (\\n _get_default_system_message,\\n)\\n\\n\\nclass ConversationalAgent(CustomComponent):\\n display_name: str = \\\"OpenAI Conversational Agent\\\"\\n description: str = \\\"Conversational Agent that can use OpenAI's function calling API\\\"\\n\\n def build_config(self):\\n openai_function_models = [\\n \\\"gpt-3.5-turbo-0613\\\",\\n \\\"gpt-3.5-turbo-16k-0613\\\",\\n \\\"gpt-4-0613\\\",\\n \\\"gpt-4-32k-0613\\\",\\n ]\\n return {\\n \\\"tools\\\": {\\\"is_list\\\": True, \\\"display_name\\\": \\\"Tools\\\"},\\n \\\"memory\\\": {\\\"display_name\\\": \\\"Memory\\\"},\\n \\\"system_message\\\": {\\\"display_name\\\": \\\"System Message\\\"},\\n \\\"max_token_limit\\\": {\\\"display_name\\\": \\\"Max Token Limit\\\"},\\n \\\"model_name\\\": {\\n \\\"display_name\\\": \\\"Model Name\\\",\\n \\\"options\\\": openai_function_models,\\n \\\"value\\\": openai_function_models[0],\\n },\\n \\\"code\\\": {\\\"show\\\": False},\\n }\\n\\n def build(\\n self,\\n model_name: str,\\n openai_api_key: str,\\n openai_api_base: str,\\n tools: Tool,\\n memory: Optional[BaseMemory] = None,\\n system_message: Optional[SystemMessagePromptTemplate] = None,\\n max_token_limit: int = 2000,\\n ) -> AgentExecutor:\\n llm = ChatOpenAI(\\n model=model_name,\\n openai_api_key=openai_api_key,\\n openai_api_base=openai_api_base,\\n )\\n if not memory:\\n memory_key = \\\"chat_history\\\"\\n memory = ConversationTokenBufferMemory(\\n memory_key=memory_key,\\n return_messages=True,\\n output_key=\\\"output\\\",\\n llm=llm,\\n max_token_limit=max_token_limit,\\n )\\n else:\\n memory_key = memory.memory_key # type: ignore\\n\\n _system_message = system_message or _get_default_system_message()\\n prompt = OpenAIFunctionsAgent.create_prompt(\\n system_message=_system_message, # type: ignore\\n extra_prompt_messages=[MessagesPlaceholder(variable_name=memory_key)],\\n )\\n agent = OpenAIFunctionsAgent(\\n llm=llm, tools=tools, prompt=prompt # type: ignore\\n )\\n return AgentExecutor(\\n agent=agent,\\n tools=tools, # type: ignore\\n memory=memory,\\n verbose=True,\\n return_intermediate_steps=True,\\n )\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"max_token_limit\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":2000,\"password\":false,\"name\":\"max_token_limit\",\"display_name\":\"Max Token Limit\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"memory\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"memory\",\"display_name\":\"Memory\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMemory\",\"list\":false},\"model_name\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"gpt-3.5-turbo-0613\",\"password\":false,\"options\":[\"gpt-3.5-turbo-0613\",\"gpt-3.5-turbo-16k-0613\",\"gpt-4-0613\",\"gpt-4-32k-0613\"],\"name\":\"model_name\",\"display_name\":\"Model Name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"openai_api_base\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"openai_api_base\",\"display_name\":\"openai_api_base\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"openai_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"openai_api_key\",\"display_name\":\"openai_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"system_message\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"system_message\",\"display_name\":\"System Message\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"SystemMessagePromptTemplate\",\"list\":false},\"tools\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"tools\",\"display_name\":\"Tools\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Tool\",\"list\":true}},\"description\":\"Conversational Agent that can use OpenAI's function calling API\",\"base_classes\":[\"AgentExecutor\",\"Chain\"],\"display_name\":\"OpenAI Conversational Agent\",\"custom_fields\":{\"max_token_limit\":null,\"memory\":null,\"model_name\":null,\"openai_api_base\":null,\"openai_api_key\":null,\"system_message\":null,\"tools\":null},\"output_types\":[\"OpenAIConversationalAgent\"],\"documentation\":\"\",\"beta\":true,\"error\":null}},\"prompts\":{\"ChatMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"role\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"role\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ChatMessagePromptTemplate\"},\"description\":\"Chat message prompt template.\",\"base_classes\":[\"ChatMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"ChatMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/msg_prompt_templates\",\"beta\":false,\"error\":null},\"ChatPromptTemplate\":{\"template\":{\"messages\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"messages\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseMessagePromptTemplate\",\"list\":true},\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseOutputParser\",\"list\":false},\"input_variables\":{\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"partial_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"partial_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"ChatPromptTemplate\"},\"description\":\"A prompt template for chat models.\",\"base_classes\":[\"BasePromptTemplate\",\"ChatPromptTemplate\",\"BaseChatPromptTemplate\"],\"display_name\":\"ChatPromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null},\"HumanMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"_type\":\"HumanMessagePromptTemplate\"},\"description\":\"Human message prompt template. This is a message that is sent to the user.\",\"base_classes\":[\"HumanMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"HumanMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null},\"PromptTemplate\":{\"template\":{\"output_parser\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"output_parser\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseOutputParser\",\"list\":false},\"input_variables\":{\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"input_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"partial_variables\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"partial_variables\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"template\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"template\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"template_format\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"f-string\",\"password\":false,\"name\":\"template_format\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"validate_template\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":true,\"password\":false,\"name\":\"validate_template\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"PromptTemplate\"},\"description\":\"A prompt template for a language model.\",\"base_classes\":[\"BasePromptTemplate\",\"StringPromptTemplate\",\"PromptTemplate\"],\"display_name\":\"PromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/\",\"beta\":false,\"error\":null},\"SystemMessagePromptTemplate\":{\"template\":{\"additional_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"additional_kwargs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"prompt\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"\\nYou are a helpful assistant that talks casually about life in general.\\nYou are a good listener and you can talk about anything.\\n\",\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"prompt\",\"list\":false},\"_type\":\"SystemMessagePromptTemplate\"},\"description\":\"System message prompt template.\",\"base_classes\":[\"SystemMessagePromptTemplate\",\"BaseStringMessagePromptTemplate\",\"BaseMessagePromptTemplate\"],\"display_name\":\"SystemMessagePromptTemplate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/chat/how_to/prompts\",\"beta\":false,\"error\":null}},\"llms\":{\"Anthropic\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"count_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"count_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Callable[[str], int]\",\"list\":false},\"AI_PROMPT\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"AI_PROMPT\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"HUMAN_PROMPT\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"HUMAN_PROMPT\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"anthropic_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"anthropic_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"anthropic_api_url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"anthropic_api_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"async_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"async_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"default_request_timeout\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"default_request_timeout\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"max_tokens_to_sample\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":256,\"password\":false,\"name\":\"max_tokens_to_sample\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"model\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"claude-2\",\"password\":false,\"name\":\"model\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"model_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"model_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"streaming\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"streaming\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"temperature\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"temperature\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"top_k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"top_k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"top_p\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"top_p\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"Anthropic\"},\"description\":\"Anthropic large language models.\",\"base_classes\":[\"_AnthropicCommon\",\"Anthropic\",\"BaseLanguageModel\",\"BaseLLM\",\"LLM\"],\"display_name\":\"Anthropic\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"Cohere\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"async_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"async_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"cohere_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"cohere_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"frequency_penalty\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0.0,\"password\":false,\"name\":\"frequency_penalty\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"max_retries\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"max_retries\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"max_tokens\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":256,\"password\":true,\"name\":\"max_tokens\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"metadata\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"model\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"model\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"p\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":1,\"password\":false,\"name\":\"p\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"presence_penalty\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":0.0,\"password\":false,\"name\":\"presence_penalty\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"stop\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"stop\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"tags\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tags\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"temperature\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":0.75,\"password\":false,\"name\":\"temperature\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"truncate\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"truncate\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"verbose\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"verbose\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"Cohere\"},\"description\":\"Cohere large language models.\",\"base_classes\":[\"Cohere\",\"BaseLanguageModel\",\"BaseLLM\",\"LLM\"],\"display_name\":\"Cohere\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/cohere\",\"beta\":false,\"error\":null},\"CTransformers\":{\"template\":{\"callbacks\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"callbacks\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"langchain.callbacks.base.BaseCallbackHandler\",\"list\":true},\"cache\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"cache\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"config\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{\\n \\\"top_k\\\": 40,\\n \\\"top_p\\\": 0.95,\\n \\\"temperature\\\": 0.8,\\n \\\"repetition_penalty\\\": 1.1,\\n \\\"last_n_tokens\\\": 64,\\n \\\"seed\\\": -1,\\n \\\"max_new_tokens\\\": 256,\\n \\\"stop\\\": null,\\n \\\"stream\\\": false,\\n \\\"reset\\\": true,\\n \\\"batch_size\\\": 8,\\n \\\"threads\\\": -1,\\n \\\"context_length\\\": -1,\\n \\\"gpu_layers\\\": 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Key\\\", \\\"password\\\": True},\\n \\\"code\\\": {\\\"advanced\\\": True},\\n }\\n\\n def build(\\n self,\\n metaphor_api_key: str,\\n use_autoprompt: bool = True,\\n search_num_results: int = 5,\\n similar_num_results: int = 5,\\n ) -> Union[Tool, BaseToolkit]:\\n # If documents, then we need to create a Vectara instance using .from_documents\\n client = Metaphor(api_key=metaphor_api_key)\\n\\n @tool\\n def search(query: str):\\n \\\"\\\"\\\"Call search engine with a query.\\\"\\\"\\\"\\n return client.search(\\n query, use_autoprompt=use_autoprompt, num_results=search_num_results\\n )\\n\\n @tool\\n def get_contents(ids: List[str]):\\n \\\"\\\"\\\"Get contents of a webpage.\\n\\n The ids passed in should be a list of ids as fetched from `search`.\\n \\\"\\\"\\\"\\n return client.get_contents(ids)\\n\\n @tool\\n def find_similar(url: str):\\n \\\"\\\"\\\"Get search results similar to a given URL.\\n\\n The url passed in should be a URL returned from `search`\\n \\\"\\\"\\\"\\n return client.find_similar(url, num_results=similar_num_results)\\n\\n return [search, get_contents, find_similar] # type: ignore\\n\",\"password\":false,\"name\":\"code\",\"advanced\":true,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"metaphor_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"metaphor_api_key\",\"display_name\":\"Metaphor API 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documents.\",\"base_classes\":[\"Pinecone\",\"VectorStore\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Pinecone\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/pinecone\",\"beta\":false,\"error\":null},\"Qdrant\":{\"template\":{\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"hnsw_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"hnsw_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.HnswConfigDiff\",\"list\":false},\"init_from\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"init_from\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.InitFrom\",\"list\":false},\"optimizers_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"optimizers_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.OptimizersConfigDiff\",\"list\":false},\"quantization_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"quantization_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.QuantizationConfig\",\"list\":false},\"wal_config\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wal_config\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"common_types.WalConfigDiff\",\"list\":false},\"api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"api_key\",\"display_name\":\"API Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"batch_size\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":64,\"password\":false,\"name\":\"batch_size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"collection_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"collection_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"content_payload_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"page_content\",\"password\":false,\"name\":\"content_payload_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"distance_func\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"Cosine\",\"password\":false,\"name\":\"distance_func\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"force_recreate\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"force_recreate\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"grpc_port\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":6334,\"password\":false,\"name\":\"grpc_port\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"host\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"host\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"https\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"https\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"ids\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"ids\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"location\":{\"required\":false,\"placeholder\":\":memory:\",\"show\":true,\"multiline\":false,\"value\":\":memory:\",\"password\":false,\"name\":\"location\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadata_payload_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"metadata\",\"password\":false,\"name\":\"metadata_payload_key\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"on_disk\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"on_disk\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"on_disk_payload\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"on_disk_payload\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"path\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"path\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"port\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":6333,\"password\":false,\"name\":\"port\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"prefer_grpc\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"prefer_grpc\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"prefix\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"prefix\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"replication_factor\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"replication_factor\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"shard_number\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"shard_number\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"timeout\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"timeout\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"float\",\"list\":false},\"url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vector_name\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"vector_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"write_consistency_factor\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"write_consistency_factor\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"_type\":\"Qdrant\"},\"description\":\"Construct Qdrant wrapper from a list of texts.\",\"base_classes\":[\"VectorStore\",\"Qdrant\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Qdrant\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant\",\"beta\":false,\"error\":null},\"SupabaseVectorStore\":{\"template\":{\"client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"supabase.client.Client\",\"list\":false},\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"ids\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"ids\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"query_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"query_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"supabase_service_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":true,\"name\":\"supabase_service_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"supabase_url\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"supabase_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"table_name\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"table_name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SupabaseVectorStore\"},\"description\":\"Return VectorStore initialized from texts and embeddings.\",\"base_classes\":[\"VectorStore\",\"SupabaseVectorStore\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Supabase\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/supabase\",\"beta\":false,\"error\":null},\"Weaviate\":{\"template\":{\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"embedding\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"client_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"client_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"metadatas\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"metadatas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":true},\"search_kwargs\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"search_kwargs\",\"advanced\":true,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"weaviate_url\":{\"required\":true,\"placeholder\":\"http://localhost:8080\",\"show\":true,\"multiline\":false,\"value\":\"http://localhost:8080\",\"password\":false,\"name\":\"weaviate_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"Weaviate\"},\"description\":\"Construct Weaviate wrapper from raw documents.\",\"base_classes\":[\"VectorStore\",\"Weaviate\",\"BaseRetriever\",\"VectorStoreRetriever\"],\"display_name\":\"Weaviate\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/weaviate\",\"beta\":false,\"error\":null},\"Vectara\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import Optional, Union\\nfrom langflow import CustomComponent\\n\\nfrom langchain.vectorstores import Vectara\\nfrom langchain.schema import Document\\nfrom langchain.vectorstores.base import VectorStore\\nfrom langchain.schema import BaseRetriever\\nfrom langchain.embeddings.base import Embeddings\\n\\n\\nclass VectaraComponent(CustomComponent):\\n display_name: str = \\\"Vectara\\\"\\n description: str = \\\"Implementation of Vector Store using Vectara\\\"\\n documentation = (\\n \\\"https://python.langchain.com/docs/integrations/vectorstores/vectara\\\"\\n )\\n beta = True\\n # api key should be password = True\\n field_config = {\\n \\\"vectara_customer_id\\\": {\\\"display_name\\\": \\\"Vectara Customer ID\\\"},\\n \\\"vectara_corpus_id\\\": {\\\"display_name\\\": \\\"Vectara Corpus ID\\\"},\\n \\\"vectara_api_key\\\": {\\\"display_name\\\": \\\"Vectara API Key\\\", \\\"password\\\": True},\\n \\\"code\\\": {\\\"show\\\": False},\\n \\\"documents\\\": {\\\"display_name\\\": \\\"Documents\\\"},\\n \\\"embedding\\\": {\\\"display_name\\\": \\\"Embedding\\\"},\\n }\\n\\n def build(\\n self,\\n vectara_customer_id: str,\\n vectara_corpus_id: str,\\n vectara_api_key: str,\\n embedding: Optional[Embeddings] = None,\\n documents: Optional[Document] = None,\\n ) -> Union[VectorStore, BaseRetriever]:\\n # If documents, then we need to create a Vectara instance using .from_documents\\n if documents is not None and embedding is not None:\\n return Vectara.from_documents(\\n documents=documents, # type: ignore\\n vectara_customer_id=vectara_customer_id,\\n vectara_corpus_id=vectara_corpus_id,\\n vectara_api_key=vectara_api_key,\\n embedding=embedding,\\n )\\n\\n return Vectara(\\n vectara_customer_id=vectara_customer_id,\\n vectara_corpus_id=vectara_corpus_id,\\n vectara_api_key=vectara_api_key,\\n )\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"documents\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"display_name\":\"Documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"embedding\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"embedding\",\"display_name\":\"Embedding\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Embeddings\",\"list\":false},\"vectara_api_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"vectara_api_key\",\"display_name\":\"Vectara API Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vectara_corpus_id\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectara_corpus_id\",\"display_name\":\"Vectara Corpus ID\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"vectara_customer_id\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"vectara_customer_id\",\"display_name\":\"Vectara Customer ID\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false}},\"description\":\"Implementation of Vector Store using Vectara\",\"base_classes\":[\"VectorStore\",\"BaseRetriever\"],\"display_name\":\"Vectara\",\"custom_fields\":{\"documents\":null,\"embedding\":null,\"vectara_api_key\":null,\"vectara_corpus_id\":null,\"vectara_customer_id\":null},\"output_types\":[\"Vectara\"],\"documentation\":\"https://python.langchain.com/docs/integrations/vectorstores/vectara\",\"beta\":true,\"error\":null},\"Chroma (1)\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import Optional, Union\\nfrom langflow import CustomComponent\\n\\nfrom langchain.vectorstores import Chroma\\nfrom langchain.schema import Document\\nfrom langchain.vectorstores.base import VectorStore\\nfrom langchain.schema import BaseRetriever\\nfrom langchain.embeddings.base import Embeddings\\nimport chromadb # type: ignore\\n\\n\\nclass ChromaComponent(CustomComponent):\\n \\\"\\\"\\\"\\n A custom component for implementing a Vector Store using Chroma.\\n \\\"\\\"\\\"\\n\\n display_name: str = \\\"Chroma (Custom Component)\\\"\\n description: str = \\\"Implementation of Vector Store using Chroma\\\"\\n documentation = \\\"https://python.langchain.com/docs/integrations/vectorstores/chroma\\\"\\n beta = True\\n\\n def build_config(self):\\n \\\"\\\"\\\"\\n Builds the configuration for the component.\\n\\n Returns:\\n - dict: A dictionary containing the configuration options for the component.\\n \\\"\\\"\\\"\\n return {\\n \\\"collection_name\\\": {\\\"display_name\\\": \\\"Collection Name\\\", \\\"value\\\": \\\"langflow\\\"},\\n \\\"persist\\\": {\\\"display_name\\\": \\\"Persist\\\"},\\n \\\"persist_directory\\\": {\\\"display_name\\\": \\\"Persist Directory\\\"},\\n \\\"code\\\": {\\\"show\\\": False, \\\"display_name\\\": \\\"Code\\\"},\\n \\\"documents\\\": {\\\"display_name\\\": \\\"Documents\\\", \\\"is_list\\\": True},\\n \\\"embedding\\\": {\\\"display_name\\\": \\\"Embedding\\\"},\\n \\\"chroma_server_cors_allow_origins\\\": {\\n \\\"display_name\\\": \\\"Server CORS Allow Origins\\\",\\n \\\"advanced\\\": True,\\n },\\n \\\"chroma_server_host\\\": {\\\"display_name\\\": \\\"Server Host\\\", \\\"advanced\\\": True},\\n \\\"chroma_server_port\\\": {\\\"display_name\\\": \\\"Server Port\\\", \\\"advanced\\\": True},\\n \\\"chroma_server_grpc_port\\\": {\\n \\\"display_name\\\": \\\"Server gRPC Port\\\",\\n \\\"advanced\\\": True,\\n },\\n \\\"chroma_server_ssl_enabled\\\": {\\n \\\"display_name\\\": \\\"Server SSL Enabled\\\",\\n \\\"advanced\\\": True,\\n },\\n }\\n\\n def build(\\n self,\\n collection_name: str,\\n persist: bool,\\n chroma_server_ssl_enabled: bool,\\n persist_directory: Optional[str] = None,\\n embedding: Optional[Embeddings] = None,\\n documents: Optional[Document] = None,\\n chroma_server_cors_allow_origins: Optional[str] = None,\\n chroma_server_host: Optional[str] = None,\\n chroma_server_port: Optional[int] = None,\\n chroma_server_grpc_port: Optional[int] = None,\\n ) -> Union[VectorStore, BaseRetriever]:\\n \\\"\\\"\\\"\\n Builds the Vector Store or BaseRetriever object.\\n\\n Args:\\n - collection_name (str): The name of the collection.\\n - persist_directory (Optional[str]): The directory to persist the Vector Store to.\\n - chroma_server_ssl_enabled (bool): Whether to enable SSL for the Chroma server.\\n - persist (bool): Whether to persist the Vector Store or not.\\n - embedding (Optional[Embeddings]): The embeddings to use for the Vector Store.\\n - documents (Optional[Document]): The documents to use for the Vector Store.\\n - chroma_server_cors_allow_origins (Optional[str]): The CORS allow origins for the Chroma server.\\n - chroma_server_host (Optional[str]): The host for the Chroma server.\\n - chroma_server_port (Optional[int]): The port for the Chroma server.\\n - chroma_server_grpc_port (Optional[int]): The gRPC port for the Chroma server.\\n\\n Returns:\\n - Union[VectorStore, BaseRetriever]: The Vector Store or BaseRetriever object.\\n \\\"\\\"\\\"\\n\\n # Chroma settings\\n chroma_settings = None\\n\\n if chroma_server_host is not None:\\n chroma_settings = chromadb.config.Settings(\\n chroma_server_cors_allow_origins=chroma_server_cors_allow_origins\\n or None,\\n chroma_server_host=chroma_server_host,\\n chroma_server_port=chroma_server_port or None,\\n chroma_server_grpc_port=chroma_server_grpc_port or None,\\n chroma_server_ssl_enabled=chroma_server_ssl_enabled,\\n )\\n\\n # If documents, then we need to create a Chroma instance using .from_documents\\n if documents is not None and embedding is not None:\\n return Chroma.from_documents(\\n documents=documents, # type: ignore\\n persist_directory=persist_directory if persist else None,\\n collection_name=collection_name,\\n embedding=embedding,\\n client_settings=chroma_settings,\\n )\\n\\n return Chroma(\\n persist_directory=persist_directory, client_settings=chroma_settings\\n 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file.\",\"base_classes\":[\"Document\"],\"display_name\":\"TextLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/\",\"beta\":false,\"error\":null},\"UnstructuredEmailLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".eml\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"eml\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredEmailLoader\"},\"description\":\"Load email files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredEmailLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/email\",\"beta\":false,\"error\":null},\"UnstructuredHTMLLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".html\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"html\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredHTMLLoader\"},\"description\":\"Load `HTML` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredHTMLLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/html\",\"beta\":false,\"error\":null},\"UnstructuredMarkdownLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".md\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"md\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredMarkdownLoader\"},\"description\":\"Load `Markdown` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredMarkdownLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/markdown\",\"beta\":false,\"error\":null},\"UnstructuredPowerPointLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".pptx\",\".ppt\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"pptx\",\"ppt\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredPowerPointLoader\"},\"description\":\"Load `Microsoft PowerPoint` files using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredPowerPointLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_powerpoint\",\"beta\":false,\"error\":null},\"UnstructuredWordDocumentLoader\":{\"template\":{\"file_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"suffixes\":[\".docx\",\".doc\"],\"password\":false,\"name\":\"file_path\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"file\",\"list\":false,\"fileTypes\":[\"docx\",\"doc\"],\"file_path\":null},\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"UnstructuredWordDocumentLoader\"},\"description\":\"Load `Microsof Word` file using `Unstructured`.\",\"base_classes\":[\"Document\"],\"display_name\":\"UnstructuredWordDocumentLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/microsoft_word\",\"beta\":false,\"error\":null},\"WebBaseLoader\":{\"template\":{\"metadata\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{}\",\"password\":false,\"name\":\"metadata\",\"display_name\":\"Metadata\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"web_path\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"web_path\",\"display_name\":\"Web Page\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"WebBaseLoader\"},\"description\":\"Load HTML pages using `urllib` and parse them with `BeautifulSoup'.\",\"base_classes\":[\"Document\"],\"display_name\":\"WebBaseLoader\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base\",\"beta\":false,\"error\":null}},\"textsplitters\":{\"CharacterTextSplitter\":{\"template\":{\"documents\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"chunk_overlap\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":200,\"password\":false,\"name\":\"chunk_overlap\",\"display_name\":\"Chunk Overlap\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"chunk_size\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":1000,\"password\":false,\"name\":\"chunk_size\",\"display_name\":\"Chunk Size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"separator\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\\\\n\",\"password\":false,\"name\":\"separator\",\"display_name\":\"Separator\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"CharacterTextSplitter\"},\"description\":\"Splitting text that looks at characters.\",\"base_classes\":[\"Document\"],\"display_name\":\"CharacterTextSplitter\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter\",\"beta\":false,\"error\":null},\"RecursiveCharacterTextSplitter\":{\"template\":{\"documents\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"documents\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":true},\"chunk_overlap\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":200,\"password\":false,\"name\":\"chunk_overlap\",\"display_name\":\"Chunk Overlap\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"chunk_size\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":1000,\"password\":false,\"name\":\"chunk_size\",\"display_name\":\"Chunk Size\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"separator_type\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"Text\",\"password\":false,\"options\":[\"Text\",\"cpp\",\"go\",\"html\",\"java\",\"js\",\"latex\",\"markdown\",\"php\",\"proto\",\"python\",\"rst\",\"ruby\",\"rust\",\"scala\",\"sol\",\"swift\"],\"name\":\"separator_type\",\"display_name\":\"Separator Type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"separators\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"\\\\n\",\"password\":false,\"name\":\"separators\",\"display_name\":\"Separator\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"RecursiveCharacterTextSplitter\"},\"description\":\"Splitting text by recursively look at characters.\",\"base_classes\":[\"Document\"],\"display_name\":\"RecursiveCharacterTextSplitter\",\"custom_fields\":{},\"output_types\":[\"Document\"],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/recursive_text_splitter\",\"beta\":false,\"error\":null}},\"utilities\":{\"BingSearchAPIWrapper\":{\"template\":{\"bing_search_url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"bing_search_url\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"bing_subscription_key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"bing_subscription_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"_type\":\"BingSearchAPIWrapper\"},\"description\":\"Wrapper for Bing Search API.\",\"base_classes\":[\"BingSearchAPIWrapper\"],\"display_name\":\"BingSearchAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GoogleSearchAPIWrapper\":{\"template\":{\"google_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"google_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"google_cse_id\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"google_cse_id\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"search_engine\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"search_engine\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"siterestrict\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"siterestrict\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"GoogleSearchAPIWrapper\"},\"description\":\"Wrapper for Google Search API.\",\"base_classes\":[\"GoogleSearchAPIWrapper\"],\"display_name\":\"GoogleSearchAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GoogleSerperAPIWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ClientSession\",\"list\":false},\"gl\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"us\",\"password\":false,\"name\":\"gl\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"hl\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"en\",\"password\":false,\"name\":\"hl\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"result_key_for_type\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"{\\n \\\"news\\\": \\\"news\\\",\\n \\\"places\\\": \\\"places\\\",\\n \\\"images\\\": \\\"images\\\",\\n \\\"search\\\": \\\"organic\\\"\\n}\",\"password\":true,\"name\":\"result_key_for_type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"serper_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"serper_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"tbs\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"tbs\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"type\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"search\",\"password\":false,\"options\":[\"news\",\"search\",\"places\",\"images\"],\"name\":\"type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"_type\":\"GoogleSerperAPIWrapper\"},\"description\":\"Wrapper around the Serper.dev Google Search API.\",\"base_classes\":[\"GoogleSerperAPIWrapper\"],\"display_name\":\"GoogleSerperAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SearxSearchWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"categories\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"categories\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"engines\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"engines\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":true},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"{'Authorization': 'Bearer '}\",\"password\":false,\"name\":\"headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"k\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":10,\"password\":false,\"name\":\"k\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"params\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"params\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"query_suffix\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"query_suffix\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"searx_host\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"\",\"password\":false,\"name\":\"searx_host\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"unsecure\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"unsecure\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"_type\":\"SearxSearchWrapper\"},\"description\":\"Wrapper for Searx API.\",\"base_classes\":[\"SearxSearchWrapper\"],\"display_name\":\"SearxSearchWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"SerpAPIWrapper\":{\"template\":{\"aiosession\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"aiosession\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ClientSession\",\"list\":false},\"params\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"{\\n \\\"engine\\\": \\\"google\\\",\\n \\\"google_domain\\\": \\\"google.com\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n}\",\"password\":false,\"name\":\"params\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"code\",\"list\":false},\"search_engine\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"search_engine\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"serpapi_api_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":true,\"name\":\"serpapi_api_key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"SerpAPIWrapper\"},\"description\":\"Wrapper around SerpAPI.\",\"base_classes\":[\"SerpAPIWrapper\"],\"display_name\":\"SerpAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"WikipediaAPIWrapper\":{\"template\":{\"doc_content_chars_max\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":4000,\"password\":false,\"name\":\"doc_content_chars_max\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"lang\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":\"en\",\"password\":false,\"name\":\"lang\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"load_all_available_meta\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":false,\"password\":false,\"name\":\"load_all_available_meta\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"bool\",\"list\":false},\"top_k_results\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"value\":3,\"password\":false,\"name\":\"top_k_results\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"int\",\"list\":false},\"wiki_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wiki_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"_type\":\"WikipediaAPIWrapper\"},\"description\":\"Wrapper around WikipediaAPI.\",\"base_classes\":[\"WikipediaAPIWrapper\"],\"display_name\":\"WikipediaAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"WolframAlphaAPIWrapper\":{\"template\":{\"wolfram_alpha_appid\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wolfram_alpha_appid\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"wolfram_client\":{\"required\":false,\"placeholder\":\"\",\"show\":false,\"multiline\":false,\"password\":false,\"name\":\"wolfram_client\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Any\",\"list\":false},\"_type\":\"WolframAlphaAPIWrapper\"},\"description\":\"Wrapper for Wolfram Alpha.\",\"base_classes\":[\"WolframAlphaAPIWrapper\"],\"display_name\":\"WolframAlphaAPIWrapper\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":false,\"error\":null},\"GetRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\nimport requests\\nfrom typing import Optional\\n\\n\\nclass GetRequest(CustomComponent):\\n display_name: str = \\\"GET Request\\\"\\n description: str = \\\"Make a GET request to the given URL.\\\"\\n output_types: list[str] = [\\\"Document\\\"]\\n documentation: str = \\\"https://docs.langflow.org/components/utilities#get-request\\\"\\n beta = True\\n field_config = {\\n \\\"url\\\": {\\n \\\"display_name\\\": \\\"URL\\\",\\n \\\"info\\\": \\\"The URL to make the request to\\\",\\n \\\"is_list\\\": True,\\n },\\n \\\"headers\\\": {\\n \\\"display_name\\\": \\\"Headers\\\",\\n \\\"field_type\\\": \\\"code\\\",\\n \\\"info\\\": \\\"The headers to send with the request.\\\",\\n },\\n \\\"code\\\": {\\\"show\\\": False},\\n \\\"timeout\\\": {\\n \\\"display_name\\\": \\\"Timeout\\\",\\n \\\"field_type\\\": \\\"int\\\",\\n \\\"info\\\": \\\"The timeout to use for the request.\\\",\\n \\\"value\\\": 5,\\n },\\n }\\n\\n def get_document(\\n self, session: requests.Session, url: str, headers: Optional[dict], timeout: int\\n ) -> Document:\\n try:\\n response = session.get(url, headers=headers, timeout=int(timeout))\\n try:\\n response_json = response.json()\\n result = orjson_dumps(response_json, indent_2=False)\\n except Exception:\\n result = response.text\\n self.repr_value = result\\n return Document(\\n page_content=result,\\n metadata={\\n \\\"source\\\": url,\\n \\\"headers\\\": headers,\\n \\\"status_code\\\": response.status_code,\\n },\\n )\\n except requests.Timeout:\\n return Document(\\n page_content=\\\"Request Timed Out\\\",\\n metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 408},\\n )\\n except Exception as exc:\\n return Document(\\n page_content=str(exc),\\n metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 500},\\n )\\n\\n def build(\\n self,\\n url: str,\\n headers: Optional[dict] = None,\\n timeout: int = 5,\\n ) -> list[Document]:\\n if headers is None:\\n headers = {}\\n urls = url if isinstance(url, list) else [url]\\n with requests.Session() as session:\\n documents = [self.get_document(session, u, headers, timeout) for u in urls]\\n self.repr_value = documents\\n return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"timeout\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":5,\"password\":false,\"name\":\"timeout\",\"display_name\":\"Timeout\",\"advanced\":false,\"dynamic\":false,\"info\":\"The timeout to use for the request.\",\"type\":\"int\",\"list\":false},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to\",\"type\":\"str\",\"list\":true}},\"description\":\"Make a GET request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"GET Request\",\"custom_fields\":{\"headers\":null,\"timeout\":null,\"url\":null},\"output_types\":[\"GetRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#get-request\",\"beta\":true,\"error\":null},\"PostRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\nimport requests\\nfrom typing import Optional\\n\\n\\nclass PostRequest(CustomComponent):\\n display_name: str = \\\"POST Request\\\"\\n description: str = \\\"Make a POST request to the given URL.\\\"\\n output_types: list[str] = [\\\"Document\\\"]\\n documentation: str = \\\"https://docs.langflow.org/components/utilities#post-request\\\"\\n beta = True\\n field_config = {\\n \\\"url\\\": {\\\"display_name\\\": \\\"URL\\\", \\\"info\\\": \\\"The URL to make the request to.\\\"},\\n \\\"headers\\\": {\\n \\\"display_name\\\": \\\"Headers\\\",\\n \\\"field_type\\\": \\\"code\\\",\\n \\\"info\\\": \\\"The headers to send with the request.\\\",\\n },\\n \\\"code\\\": {\\\"show\\\": False},\\n \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n }\\n\\n def post_document(\\n self,\\n session: requests.Session,\\n document: Document,\\n url: str,\\n headers: Optional[dict] = None,\\n ) -> Document:\\n try:\\n response = session.post(url, headers=headers, data=document.page_content)\\n try:\\n response_json = response.json()\\n result = orjson_dumps(response_json, indent_2=False)\\n except Exception:\\n result = response.text\\n self.repr_value = result\\n return Document(\\n page_content=result,\\n metadata={\\n \\\"source\\\": url,\\n \\\"headers\\\": headers,\\n \\\"status_code\\\": response,\\n },\\n )\\n except Exception as exc:\\n return Document(\\n page_content=str(exc),\\n metadata={\\n \\\"source\\\": url,\\n \\\"headers\\\": headers,\\n \\\"status_code\\\": 500,\\n },\\n )\\n\\n def build(\\n self,\\n document: Document,\\n url: str,\\n headers: Optional[dict] = None,\\n ) -> list[Document]:\\n if headers is None:\\n headers = {}\\n\\n if not isinstance(document, list) and isinstance(document, Document):\\n documents: list[Document] = [document]\\n elif isinstance(document, list) and all(\\n isinstance(doc, Document) for doc in document\\n ):\\n documents = document\\n else:\\n raise ValueError(\\\"document must be a Document or a list of Documents\\\")\\n\\n with requests.Session() as session:\\n documents = [\\n self.post_document(session, doc, url, headers) for doc in documents\\n ]\\n self.repr_value = documents\\n return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to.\",\"type\":\"str\",\"list\":false}},\"description\":\"Make a POST request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"POST Request\",\"custom_fields\":{\"document\":null,\"headers\":null,\"url\":null},\"output_types\":[\"PostRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#post-request\",\"beta\":true,\"error\":null},\"UpdateRequest\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":false,\"multiline\":true,\"value\":\"from typing import List, Optional\\nimport requests\\nfrom langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\n\\n\\nclass UpdateRequest(CustomComponent):\\n display_name: str = \\\"Update Request\\\"\\n description: str = \\\"Make a PATCH request to the given URL.\\\"\\n output_types: list[str] = [\\\"Document\\\"]\\n documentation: str = \\\"https://docs.langflow.org/components/utilities#update-request\\\"\\n beta = True\\n field_config = {\\n \\\"url\\\": {\\\"display_name\\\": \\\"URL\\\", \\\"info\\\": \\\"The URL to make the request to.\\\"},\\n \\\"headers\\\": {\\n \\\"display_name\\\": \\\"Headers\\\",\\n \\\"field_type\\\": \\\"code\\\",\\n \\\"info\\\": \\\"The headers to send with the request.\\\",\\n },\\n \\\"code\\\": {\\\"show\\\": False},\\n \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n \\\"method\\\": {\\n \\\"display_name\\\": \\\"Method\\\",\\n \\\"field_type\\\": \\\"str\\\",\\n \\\"info\\\": \\\"The HTTP method to use.\\\",\\n \\\"options\\\": [\\\"PATCH\\\", \\\"PUT\\\"],\\n \\\"value\\\": \\\"PATCH\\\",\\n },\\n }\\n\\n def update_document(\\n self,\\n session: requests.Session,\\n document: Document,\\n url: str,\\n headers: Optional[dict] = None,\\n method: str = \\\"PATCH\\\",\\n ) -> Document:\\n try:\\n if method == \\\"PATCH\\\":\\n response = session.patch(\\n url, headers=headers, data=document.page_content\\n )\\n elif method == \\\"PUT\\\":\\n response = session.put(url, headers=headers, data=document.page_content)\\n else:\\n raise ValueError(f\\\"Unsupported method: {method}\\\")\\n try:\\n response_json = response.json()\\n result = orjson_dumps(response_json, indent_2=False)\\n except Exception:\\n result = response.text\\n self.repr_value = result\\n return Document(\\n page_content=result,\\n metadata={\\n \\\"source\\\": url,\\n \\\"headers\\\": headers,\\n \\\"status_code\\\": response.status_code,\\n },\\n )\\n except Exception as exc:\\n return Document(\\n page_content=str(exc),\\n metadata={\\\"source\\\": url, \\\"headers\\\": headers, \\\"status_code\\\": 500},\\n )\\n\\n def build(\\n self,\\n method: str,\\n document: Document,\\n url: str,\\n headers: Optional[dict] = None,\\n ) -> List[Document]:\\n if headers is None:\\n headers = {}\\n\\n if not isinstance(document, list) and isinstance(document, Document):\\n documents: list[Document] = [document]\\n elif isinstance(document, list) and all(\\n isinstance(doc, Document) for doc in document\\n ):\\n documents = document\\n else:\\n raise ValueError(\\\"document must be a Document or a list of Documents\\\")\\n\\n with requests.Session() as session:\\n documents = [\\n self.update_document(session, doc, url, headers, method)\\n for doc in documents\\n ]\\n self.repr_value = documents\\n return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"headers\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"headers\",\"display_name\":\"Headers\",\"advanced\":false,\"dynamic\":false,\"info\":\"The headers to send with the request.\",\"type\":\"code\",\"list\":false},\"method\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"PATCH\",\"password\":false,\"options\":[\"PATCH\",\"PUT\"],\"name\":\"method\",\"display_name\":\"Method\",\"advanced\":false,\"dynamic\":false,\"info\":\"The HTTP method to use.\",\"type\":\"str\",\"list\":true},\"url\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"url\",\"display_name\":\"URL\",\"advanced\":false,\"dynamic\":false,\"info\":\"The URL to make the request to.\",\"type\":\"str\",\"list\":false}},\"description\":\"Make a PATCH request to the given URL.\",\"base_classes\":[\"Document\"],\"display_name\":\"Update Request\",\"custom_fields\":{\"document\":null,\"headers\":null,\"method\":null,\"url\":null},\"output_types\":[\"UpdateRequest\"],\"documentation\":\"https://docs.langflow.org/components/utilities#update-request\",\"beta\":true,\"error\":null},\"JSONDocumentBuilder\":{\"template\":{\"code\":{\"dynamic\":true,\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"### JSON Document Builder\\n\\n# Build a Document containing a JSON object using a key and another Document page content.\\n\\n# **Params**\\n\\n# - **Key:** The key to use for the JSON object.\\n# - **Document:** The Document page to use for the JSON object.\\n\\n# **Output**\\n\\n# - **Document:** The Document containing the JSON object.\\n\\nfrom langflow import CustomComponent\\nfrom langchain.schema import Document\\nfrom langflow.services.database.models.base import orjson_dumps\\n\\n\\nclass JSONDocumentBuilder(CustomComponent):\\n display_name: str = \\\"JSON Document Builder\\\"\\n description: str = \\\"Build a Document containing a JSON object using a key and another Document page content.\\\"\\n output_types: list[str] = [\\\"Document\\\"]\\n beta = True\\n documentation: str = (\\n \\\"https://docs.langflow.org/components/utilities#json-document-builder\\\"\\n )\\n\\n field_config = {\\n \\\"key\\\": {\\\"display_name\\\": \\\"Key\\\"},\\n \\\"document\\\": {\\\"display_name\\\": \\\"Document\\\"},\\n }\\n\\n def build(\\n self,\\n key: str,\\n document: Document,\\n ) -> Document:\\n documents = None\\n if isinstance(document, list):\\n documents = [\\n Document(\\n page_content=orjson_dumps({key: doc.page_content}, indent_2=False)\\n )\\n for doc in document\\n ]\\n elif isinstance(document, Document):\\n documents = Document(\\n page_content=orjson_dumps({key: document.page_content}, indent_2=False)\\n )\\n else:\\n raise TypeError(\\n f\\\"Expected Document or list of Documents, got {type(document)}\\\"\\n )\\n self.repr_value = documents\\n return documents\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\",\"document\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"document\",\"display_name\":\"Document\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"Document\",\"list\":false},\"key\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"key\",\"display_name\":\"Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false}},\"description\":\"Build a Document containing a JSON object using a key and another Document page content.\",\"base_classes\":[\"Document\"],\"display_name\":\"JSON Document Builder\",\"custom_fields\":{\"document\":null,\"key\":null},\"output_types\":[\"JSONDocumentBuilder\"],\"documentation\":\"https://docs.langflow.org/components/utilities#json-document-builder\",\"beta\":true,\"error\":null}},\"output_parsers\":{\"ResponseSchema\":{\"template\":{\"description\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"password\":false,\"name\":\"description\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"name\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"name\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"type\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"string\",\"password\":false,\"name\":\"type\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"ResponseSchema\"},\"description\":\"A schema for a response from a structured output parser.\",\"base_classes\":[\"ResponseSchema\"],\"display_name\":\"ResponseSchema\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/output_parsers/structured\",\"beta\":false,\"error\":null},\"StructuredOutputParser\":{\"template\":{\"response_schemas\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"response_schemas\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"ResponseSchema\",\"list\":true},\"_type\":\"StructuredOutputParser\"},\"description\":\"\",\"base_classes\":[\"StructuredOutputParser\",\"BaseOutputParser\",\"BaseLLMOutputParser\"],\"display_name\":\"StructuredOutputParser\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/model_io/output_parsers/structured\",\"beta\":false,\"error\":null}},\"retrievers\":{\"MultiQueryRetriever\":{\"template\":{\"llm\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"llm\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseLLM\",\"list\":false},\"prompt\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":{\"input_variables\":[\"question\"],\"output_parser\":null,\"partial_variables\":{},\"template\":\"You are an AI language model assistant. Your task is \\n to generate 3 different versions of the given user \\n question to retrieve relevant documents from a vector database. \\n By generating multiple perspectives on the user question, \\n your goal is to help the user overcome some of the limitations \\n of distance-based similarity search. Provide these alternative \\n questions separated by newlines. Original question: {question}\",\"template_format\":\"f-string\",\"validate_template\":true,\"_type\":\"prompt\"},\"password\":false,\"name\":\"prompt\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"PromptTemplate\",\"list\":false},\"retriever\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"password\":false,\"name\":\"retriever\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"BaseRetriever\",\"list\":false},\"parser_key\":{\"required\":false,\"placeholder\":\"\",\"show\":true,\"multiline\":false,\"value\":\"lines\",\"password\":false,\"name\":\"parser_key\",\"display_name\":\"Parser Key\",\"advanced\":false,\"dynamic\":false,\"info\":\"\",\"type\":\"str\",\"list\":false},\"_type\":\"MultiQueryRetriever\"},\"description\":\"Initialize from llm using default template.\",\"base_classes\":[\"BaseRetriever\",\"MultiQueryRetriever\"],\"display_name\":\"MultiQueryRetriever\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"https://python.langchain.com/docs/modules/data_connection/retrievers/how_to/MultiQueryRetriever\",\"beta\":false,\"error\":null}},\"custom_components\":{\"CustomComponent\":{\"template\":{\"code\":{\"required\":true,\"placeholder\":\"\",\"show\":true,\"multiline\":true,\"value\":\"from langflow import CustomComponent\\n\\nfrom langchain.llms.base import BaseLLM\\nfrom langchain.chains import LLMChain\\nfrom langchain import PromptTemplate\\nfrom langchain.schema import Document\\n\\nimport requests\\n\\nclass YourComponent(CustomComponent):\\n display_name: str = \\\"Custom Component\\\"\\n description: str = \\\"Create any custom component you want!\\\"\\n\\n def build_config(self):\\n return { \\\"url\\\": { \\\"multiline\\\": True, \\\"required\\\": True } }\\n\\n def build(self, url: str, llm: BaseLLM, prompt: PromptTemplate) -> Document:\\n response = requests.get(url)\\n chain = LLMChain(llm=llm, prompt=prompt)\\n result = chain.run(response.text[:300])\\n return Document(page_content=str(result))\\n\",\"password\":false,\"name\":\"code\",\"advanced\":false,\"dynamic\":true,\"info\":\"\",\"type\":\"code\",\"list\":false},\"_type\":\"CustomComponent\"},\"description\":\"Create any custom component you want!\",\"base_classes\":[],\"display_name\":\"Custom Component\",\"custom_fields\":{},\"output_types\":[],\"documentation\":\"\",\"beta\":true,\"error\":null}}}" + }, + "headersSize": -1, + "bodySize": -1, + "redirectURL": "" + }, + "cache": {}, + "timings": { "send": -1, "wait": -1, "receive": 1.031 } + }, + { + "startedDateTime": "2023-08-31T14:55:36.131Z", + "time": 0.743, + "request": { + "method": "GET", + "url": "http://localhost:3000/api/v1/flows/", + "httpVersion": "HTTP/1.1", + "cookies": [], + "headers": [ + { "name": "Accept", "value": "application/json, text/plain, */*" }, + { "name": "Accept-Encoding", "value": "gzip, deflate, br" }, + { "name": "Accept-Language", "value": "en-US,en;q=0.9" }, + { "name": "Authorization", "value": "Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk" }, + { "name": "Connection", "value": "keep-alive" }, + { "name": "Cookie", "value": "access_token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJiNWIxYjFhZC05M2VjLTRjMjgtYWMxNy01OGMxNDQ0MWI1ZGQiLCJleHAiOjE3MjUwMjk3MzV9.8qhEtryWqA9RbwEP2s20umKdVE7J7jHGoogXZqxLNWk; refresh_token=auto" }, + { "name": "Host", "value": "localhost:3000" }, + { "name": "Referer", "value": "http://localhost:3000/" }, + { "name": "Sec-Fetch-Dest", "value": "empty" }, + { "name": "Sec-Fetch-Mode", "value": "cors" }, + { "name": "Sec-Fetch-Site", "value": "same-origin" }, + { "name": "User-Agent", "value": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36" }, + { "name": "sec-ch-ua", "value": "\"Not)A;Brand\";v=\"24\", \"Chromium\";v=\"116\"" }, + { "name": "sec-ch-ua-mobile", "value": "?0" }, + { "name": "sec-ch-ua-platform", "value": "\"Linux\"" } + ], + "queryString": [], + "headersSize": -1, + "bodySize": -1 + }, + "response": { + "status": 200, + "statusText": "OK", + "httpVersion": "HTTP/1.1", + "cookies": [], + "headers": [ + { "name": "Access-Control-Allow-Origin", "value": "*" }, + { "name": "connection", "value": "close" }, + { "name": "content-length", "value": "2" }, + { "name": "content-type", "value": "application/json" }, + { "name": "date", "value": "Thu, 31 Aug 2023 14:55:35 GMT" }, + { "name": "server", "value": "uvicorn" } + ], + "content": { + "size": -1, + "mimeType": "application/json", + "text": "[]" + }, + "headersSize": -1, + "bodySize": -1, + "redirectURL": "" + }, + "cache": {}, + "timings": { "send": -1, "wait": -1, "receive": 0.743 } + } + ] + } + } \ No newline at end of file diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json index ccdd0dc73..1ff16d6d0 100644 --- a/src/frontend/package-lock.json +++ b/src/frontend/package-lock.json @@ -74,6 +74,7 @@ "web-vitals": "^2.1.4" }, "devDependencies": { + "@playwright/test": "^1.38.0", "@swc/cli": "^0.1.62", "@swc/core": "^1.3.80", "@tailwindcss/typography": "^0.5.9", @@ -1435,6 +1436,21 @@ "node": ">= 8" } }, + "node_modules/@playwright/test": { + "version": "1.38.0", + "resolved": "https://registry.npmjs.org/@playwright/test/-/test-1.38.0.tgz", + "integrity": "sha512-xis/RXXsLxwThKnlIXouxmIvvT3zvQj1JE39GsNieMUrMpb3/GySHDh2j8itCG22qKVD4MYLBp7xB73cUW/UUw==", + "dev": true, + "dependencies": { + "playwright": "1.38.0" + }, + "bin": { + "playwright": "cli.js" + }, + "engines": { + "node": ">=16" + } + }, "node_modules/@popperjs/core": { "version": "2.11.8", "resolved": "https://registry.npmjs.org/@popperjs/core/-/core-2.11.8.tgz", @@ -8195,6 +8211,50 @@ "node": ">= 6" } }, + "node_modules/playwright": { + "version": "1.38.0", + "resolved": "https://registry.npmjs.org/playwright/-/playwright-1.38.0.tgz", + "integrity": "sha512-fJGw+HO0YY+fU/F1N57DMO+TmXHTrmr905J05zwAQE9xkuwP/QLDk63rVhmyxh03dYnEhnRbsdbH9B0UVVRB3A==", + "dev": true, + "dependencies": { + "playwright-core": "1.38.0" + }, + "bin": { + "playwright": "cli.js" + }, + "engines": { + "node": ">=16" + }, + "optionalDependencies": { + "fsevents": "2.3.2" + } + }, + "node_modules/playwright-core": { + "version": "1.38.0", + "resolved": "https://registry.npmjs.org/playwright-core/-/playwright-core-1.38.0.tgz", + "integrity": "sha512-f8z1y8J9zvmHoEhKgspmCvOExF2XdcxMW8jNRuX4vkQFrzV4MlZ55iwb5QeyiFQgOFCUolXiRHgpjSEnqvO48g==", + "dev": true, + "bin": { + "playwright-core": "cli.js" + }, + "engines": { + "node": ">=16" + } + }, + "node_modules/playwright/node_modules/fsevents": { + "version": "2.3.2", + "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz", + "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==", + "dev": true, + "hasInstallScript": true, + "optional": true, + "os": [ + "darwin" + ], + "engines": { + "node": "^8.16.0 || ^10.6.0 || >=11.0.0" + } + }, "node_modules/postcss": { "version": "8.4.29", "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.29.tgz", diff --git a/src/frontend/package.json b/src/frontend/package.json index 8dcc200de..36cf0d25c 100644 --- a/src/frontend/package.json +++ b/src/frontend/package.json @@ -96,6 +96,7 @@ }, "proxy": "http://127.0.0.1:7860", "devDependencies": { + "@playwright/test": "^1.38.0", "@swc/cli": "^0.1.62", "@swc/core": "^1.3.80", "@tailwindcss/typography": "^0.5.9", diff --git a/src/frontend/playwright.config.ts b/src/frontend/playwright.config.ts new file mode 100644 index 000000000..6af6cb8d7 --- /dev/null +++ b/src/frontend/playwright.config.ts @@ -0,0 +1,77 @@ +import { defineConfig, devices } from "@playwright/test"; + +/** + * Read environment variables from file. + * https://github.com/motdotla/dotenv + */ +// require('dotenv').config(); + +/** + * See https://playwright.dev/docs/test-configuration. + */ +export default defineConfig({ + testDir: "./tests", + /* Run tests in files in parallel */ + fullyParallel: true, + /* Fail the build on CI if you accidentally left test.only in the source code. */ + forbidOnly: !!process.env.CI, + /* Retry on CI only */ + retries: process.env.CI ? 2 : 0, + /* Opt out of parallel tests on CI. */ + workers: process.env.CI ? 1 : undefined, + /* Reporter to use. See https://playwright.dev/docs/test-reporters */ + reporter: "html", + /* Shared settings for all the projects below. See https://playwright.dev/docs/api/class-testoptions. */ + use: { + /* Base URL to use in actions like `await page.goto('/')`. */ + // baseURL: 'http://127.0.0.1:3000', + + /* Collect trace when retrying the failed test. See https://playwright.dev/docs/trace-viewer */ + trace: "on-first-retry", + }, + + /* Configure projects for major browsers */ + projects: [ + { + name: "chromium", + use: { ...devices["Desktop Chrome"] }, + }, + + { + name: "firefox", + use: { ...devices["Desktop Firefox"] }, + }, + + { + name: "webkit", + use: { ...devices["Desktop Safari"] }, + }, + + /* Test against mobile viewports. */ + // { + // name: 'Mobile Chrome', + // use: { ...devices['Pixel 5'] }, + // }, + // { + // name: 'Mobile Safari', + // use: { ...devices['iPhone 12'] }, + // }, + + /* Test against branded browsers. */ + // { + // name: 'Microsoft Edge', + // use: { ...devices['Desktop Edge'], channel: 'msedge' }, + // }, + // { + // name: 'Google Chrome', + // use: { ...devices['Desktop Chrome'], channel: 'chrome' }, + // }, + ], + + /* Run your local dev server before starting the tests */ + // webServer: { + // command: 'npm run start', + // url: 'http://127.0.0.1:3000', + // reuseExistingServer: !process.env.CI, + // }, +}); diff --git a/src/frontend/tests/auto_login.spec.ts b/src/frontend/tests/auto_login.spec.ts new file mode 100644 index 000000000..ba14263bc --- /dev/null +++ b/src/frontend/tests/auto_login.spec.ts @@ -0,0 +1,32 @@ +import { expect, test } from "@playwright/test"; + +test.describe("Auto_login tests", () => { + test("auto_login sign in", async ({ page }) => { + await page.routeFromHAR("harFiles/langflow.har", { + url: "**/api/v1/**", + update: false, + }); + await page.goto("http:localhost:3000/"); + await page.getByRole("button", { name: "Community Examples" }).click(); + await page.waitForSelector(".community-pages-flows-panel"); + expect( + await page + .locator(".community-pages-flows-panel") + .evaluate((el) => el.children) + ).toBeTruthy(); + }); + test("auto_login block_admin", async ({ page }) => { + await page.routeFromHAR("harFiles/langflow.har", { + url: "**/api/v1/**", + update: false, + }); + await page.goto("http:localhost:3000/"); + await page.getByRole("button", { name: "Community Examples" }).click(); + await page.goto("http:localhost:3000/login"); + await page.getByRole("button", { name: "Community Examples" }).click(); + await page.goto("http:localhost:3000/admin"); + await page.getByRole("button", { name: "Community Examples" }).click(); + await page.goto("http:localhost:3000/admin/login"); + await page.getByRole("button", { name: "Community Examples" }).click(); + }); +}); diff --git a/src/frontend/tests/example.spec.ts b/src/frontend/tests/example.spec.ts new file mode 100644 index 000000000..bb8c48a6f --- /dev/null +++ b/src/frontend/tests/example.spec.ts @@ -0,0 +1,20 @@ +import { expect, test } from "@playwright/test"; + +test("has title", async ({ page }) => { + await page.goto("https://playwright.dev/"); + + // Expect a title "to contain" a substring. + await expect(page).toHaveTitle(/Playwright/); +}); + +test("get started link", async ({ page }) => { + await page.goto("https://playwright.dev/"); + + // Click the get started link. + await page.getByRole("link", { name: "Get started" }).click(); + + // Expects page to have a heading with the name of Installation. + await expect( + page.getByRole("heading", { name: "Installation" }) + ).toBeVisible(); +}); diff --git a/src/frontend/tests/login.spec.ts b/src/frontend/tests/login.spec.ts new file mode 100644 index 000000000..59ad3cb1c --- /dev/null +++ b/src/frontend/tests/login.spec.ts @@ -0,0 +1,18 @@ +import { test } from "@playwright/test"; + +test.describe("Login", () => { + test("har_file", async ({ page }) => { + await page.routeFromHAR("harFiles/login.har", { + url: "**/api/v1/**", + update: true, + updateMode: "minimal", + updateContent: "embed", + }); + + await page.goto("http://localhost:3000/"); + await page.waitForURL("http://localhost:3000/login"); + await page.waitForURL("http://localhost:3000/login", { timeout: 100 }); + await page.getByPlaceholder("Username").click(); + await page.close(); + }); +}); From c6f6d6916433adbc86ec6c5cfed97ced9c03be27 Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 20:48:14 -0300 Subject: [PATCH 29/46] fix(login.spec.ts): update test description to be more specific and descriptive feat(login.spec.ts): add test case for successful login with mocked API response --- src/frontend/tests/login.spec.ts | 23 +++++++++++++++-------- 1 file changed, 15 insertions(+), 8 deletions(-) diff --git a/src/frontend/tests/login.spec.ts b/src/frontend/tests/login.spec.ts index 59ad3cb1c..9980e399e 100644 --- a/src/frontend/tests/login.spec.ts +++ b/src/frontend/tests/login.spec.ts @@ -1,18 +1,25 @@ import { test } from "@playwright/test"; -test.describe("Login", () => { - test("har_file", async ({ page }) => { - await page.routeFromHAR("harFiles/login.har", { - url: "**/api/v1/**", - update: true, - updateMode: "minimal", - updateContent: "embed", +test.describe("Login Tests", () => { + test("Login_Success", async ({ page }) => { + await page.route("**/api/v1/login", async (route) => { + const json = { + access_token: + "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJhMWNlM2FkOS1iZTE2LTRiNjgtOGRhYi1hYjA4YTVjMmZjZTkiLCJleHAiOjE2OTUyNTIwNTh9.MBYFwMhTcZnsW_L7p4qavUhSDylCllJQWUCJdU1wX8o", + refresh_token: + "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJhMWNlM2FkOS1iZTE2LTRiNjgtOGRhYi1hYjA4YTVjMmZjZTkiLCJ0eXBlIjoicmYiLCJleHAiOjE2OTUyNTI2NTh9.a4wL9-XK_zyTyrXduBFgCsODFXrqiByVr5HOeiCbiQA", + token_type: "bearer", + }; + await route.fulfill({ json }); }); await page.goto("http://localhost:3000/"); await page.waitForURL("http://localhost:3000/login"); await page.waitForURL("http://localhost:3000/login", { timeout: 100 }); await page.getByPlaceholder("Username").click(); - await page.close(); + await page.getByPlaceholder("Username").fill("test"); + await page.getByPlaceholder("Password").click(); + await page.getByPlaceholder("Password").fill("test"); + await page.getByRole("button", { name: "Sign in" }).click(); }); }); From 21605d09ba5559d3beca8b5c86aec7fdbc9e0b67 Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 20:49:07 -0300 Subject: [PATCH 30/46] test(login.spec.ts): add test case to check if clicking on "Community Examples" button displays the community pages flows panel --- src/frontend/tests/login.spec.ts | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/src/frontend/tests/login.spec.ts b/src/frontend/tests/login.spec.ts index 9980e399e..cb70af46f 100644 --- a/src/frontend/tests/login.spec.ts +++ b/src/frontend/tests/login.spec.ts @@ -21,5 +21,12 @@ test.describe("Login Tests", () => { await page.getByPlaceholder("Password").click(); await page.getByPlaceholder("Password").fill("test"); await page.getByRole("button", { name: "Sign in" }).click(); + await page.getByRole("button", { name: "Community Examples" }).click(); + await page.waitForSelector(".community-pages-flows-panel"); + expect( + await page + .locator(".community-pages-flows-panel") + .evaluate((el) => el.children) + ).toBeTruthy(); }); }); From 55b71605ea73a186dc31417b00384d04a444035a Mon Sep 17 00:00:00 2001 From: anovazzi1 Date: Wed, 20 Sep 2023 22:57:37 -0300 Subject: [PATCH 31/46] login tests finished --- src/frontend/tests/login.spec.ts | 98 +++++++++++++++++++++++++++++++- 1 file changed, 97 insertions(+), 1 deletion(-) diff --git a/src/frontend/tests/login.spec.ts b/src/frontend/tests/login.spec.ts index cb70af46f..e3980912a 100644 --- a/src/frontend/tests/login.spec.ts +++ b/src/frontend/tests/login.spec.ts @@ -1,4 +1,4 @@ -import { test } from "@playwright/test"; +import { expect, test } from "@playwright/test"; test.describe("Login Tests", () => { test("Login_Success", async ({ page }) => { @@ -29,4 +29,100 @@ test.describe("Login Tests", () => { .evaluate((el) => el.children) ).toBeTruthy(); }); + + test("Login Error", async ({ page }) => { + await page.route("**/api/v1/login", async (route) => { + const json = { detail: "Incorrect username or password" }; + await route.fulfill({ json, status: 401 }); + }); + + await page.goto("http://localhost:3000/"); + await page.waitForURL("http://localhost:3000/login"); + await page.waitForURL("http://localhost:3000/login", { timeout: 100 }); + await page.getByPlaceholder("Username").click(); + await page.getByPlaceholder("Username").fill("test"); + await page.getByPlaceholder("Password").click(); + await page.getByPlaceholder("Password").fill("test5"); + await page.getByRole("button", { name: "Sign in" }).click(); + await page.getByRole("heading", { name: "Error signing in" }).click(); + }); + + test("Login create account wrong form", async ({ page }) => { + const fullfillForm = async (username, password, confirmPassword) => { + await page.getByPlaceholder("Username").click(); + await page.getByPlaceholder("Username").fill(username); + await page.getByPlaceholder("Password", { exact: true }).click(); + await page.getByPlaceholder("Password", { exact: true }).fill(password); + await page.getByPlaceholder("Confirm your password").click(); + await page + .getByPlaceholder("Confirm your password") + .fill(confirmPassword); + }; + + await page.goto("http://localhost:3000/"); + await page.waitForURL("http://localhost:3000/login"); + await page.waitForURL("http://localhost:3000/login", { timeout: 100 }); + await page + .getByRole("button", { name: "Don't have an account? Sign Up" }) + .click(); + await page.getByText("Sign up to Langflow").click(); + await page.goto("http://localhost:3000/signup"); + await page.getByText("Sign up to Langflow").click(); + + await fullfillForm("name", "vazz", "vazz5"); + expect( + await page.getByRole("button", { name: "Sign up" }).isDisabled() + ).toBeTruthy(); + await fullfillForm("", "vazz", "vazz"); + expect( + await page.getByRole("button", { name: "Sign up" }).isDisabled() + ).toBeTruthy(); + await fullfillForm("name", "", ""); + expect( + await page.getByRole("button", { name: "Sign up" }).isDisabled() + ).toBeTruthy(); + await fullfillForm("", "", ""); + expect( + await page.getByRole("button", { name: "Sign up" }).isDisabled() + ).toBeTruthy(); + }); + test("Login create account success", async ({ page }) => { + await page.route("**/api/v1/users/", async (route) => { + const json = { + id: "e9ac1bdc-429b-475d-ac03-d26f9a2a3210", + username: "teste", + profile_image: null, + is_active: false, + is_superuser: false, + create_at: "2023-09-21T01:45:51.873303", + updated_at: "2023-09-21T01:45:51.873305", + last_login_at: null, + }; + await route.fulfill({ json, status: 201 }); + }); + const submitForm = async (username, password, confirmPassword) => { + await page.getByPlaceholder("Username").click(); + await page.getByPlaceholder("Username").fill(username); + await page.getByPlaceholder("Password", { exact: true }).click(); + await page.getByPlaceholder("Password", { exact: true }).fill(password); + await page.getByPlaceholder("Confirm your password").click(); + await page + .getByPlaceholder("Confirm your password") + .fill(confirmPassword); + }; + + await page.goto("http://localhost:3000/"); + await page.waitForURL("http://localhost:3000/login"); + await page.waitForURL("http://localhost:3000/login", { timeout: 100 }); + await page + .getByRole("button", { name: "Don't have an account? Sign Up" }) + .click(); + await page.getByText("Sign up to Langflow").click(); + await page.goto("http://localhost:3000/signup"); + await page.getByText("Sign up to Langflow").click(); + await submitForm("teste", "pass", "pass"); + await page.getByRole("button", { name: "Sign up" }).click(); + await page.waitForURL("http://localhost:3000/login", { timeout: 1000 }); + await page.getByText("Account created! Await admin activation.").click(); + }); }); From 1ebf4e5b244f788a50773b266cb010787e2d7828 Mon Sep 17 00:00:00 2001 From: Gabriel Luiz Freitas Almeida Date: Thu, 21 Sep 2023 06:41:23 -0300 Subject: [PATCH 32/46] =?UTF-8?q?=F0=9F=94=A7=20chore(langfuse.py):=20add?= =?UTF-8?q?=20support=20for=20configurable=20Langfuse=20host=20to=20improv?= =?UTF-8?q?e=20flexibility=20and=20maintainability?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- src/backend/langflow/services/plugins/langfuse.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/backend/langflow/services/plugins/langfuse.py b/src/backend/langflow/services/plugins/langfuse.py index 4dbd90a3d..6969e9185 100644 --- a/src/backend/langflow/services/plugins/langfuse.py +++ b/src/backend/langflow/services/plugins/langfuse.py @@ -25,6 +25,7 @@ class LangfuseInstance: cls._instance = Langfuse( public_key=settings.LANGFUSE_PUBLIC_KEY, secret_key=settings.LANGFUSE_SECRET_KEY, + host=settings.LANGFUSE_HOST, ) else: logger.debug("No Langfuse credentials found") From 81e8a0dcc68b77e70d5001d6adf0941b49def244 Mon Sep 17 00:00:00 2001 From: Gabriel Luiz Freitas Almeida Date: Thu, 21 Sep 2023 09:59:53 -0300 Subject: [PATCH 33/46] =?UTF-8?q?=F0=9F=93=A6=20chore(pyproject.toml):=20u?= =?UTF-8?q?pdate=20langchain=20dependency=20to=20version=200.0.271=20for?= =?UTF-8?q?=20improved=20functionality=20=F0=9F=90=9B=20fix(test=5Fllms=5F?= =?UTF-8?q?template.py):=20update=20description=20of=20model["description"?= =?UTF-8?q?]=20to=20match=20the=20correct=20format?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- poetry.lock | 583 ++++++++++++++++++++++-------------- pyproject.toml | 6 +- tests/test_llms_template.py | 3 +- 3 files changed, 363 insertions(+), 229 deletions(-) diff --git a/poetry.lock b/poetry.lock index a3ae4895d..738c7c814 100644 --- a/poetry.lock +++ b/poetry.lock @@ -621,76 +621,76 @@ click = "*" [[package]] name 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"*" filetype = "*" lxml = "*" nltk = "*" +python-iso639 = "*" python-magic = "*" requests = "*" tabulate = "*" @@ -7542,4 +7677,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.11" -content-hash = "628b8e0e42db9545e94410ef0c4e33edb1fe93c34d1b41b27ba7950a04b9df6c" +content-hash = "92be283c649882cb1fe028dc1691cf01ea5006e70a04ee25cb892126054cd3ce" diff --git a/pyproject.toml b/pyproject.toml index 5429c0293..bf5faf565 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "langflow" -version = "0.4.20" +version = "0.4.21" description = "A Python package with a built-in web application" authors = ["Logspace "] maintainers = [ @@ -25,6 +25,7 @@ include = ["src/backend/langflow/*", "src/backend/langflow/**/*"] langflow = "langflow.__main__:main" [tool.poetry.dependencies] +pandas = "^2.0.0" python = ">=3.9,<3.11" fastapi = "^0.100.0" uvicorn = "^0.22.0" @@ -33,9 +34,8 @@ google-search-results = "^2.4.1" google-api-python-client = "^2.79.0" typer = "^0.9.0" gunicorn = "^21.2.0" -langchain = "^0.0.256" +langchain = "^0.0.271" openai = "^0.27.8" -pandas = "^2.0.0" chromadb = "^0.3.0" huggingface-hub = { version = "^0.16.0", extras = ["inference"] } rich = "^13.5.0" diff --git a/tests/test_llms_template.py b/tests/test_llms_template.py index 4e3397708..190137b18 100644 --- a/tests/test_llms_template.py +++ b/tests/test_llms_template.py @@ -540,8 +540,7 @@ def test_chat_open_ai(client: TestClient): } assert template["_type"] == "ChatOpenAI" assert ( - model["description"] - == "Wrapper around OpenAI Chat large language models." # noqa E501 + model["description"] == "`OpenAI` Chat large language models API." # noqa E501 ) assert set(model["base_classes"]) == { "BaseLLM", From f6ea54147756591760c8f154a5e5f82173f95de0 Mon Sep 17 00:00:00 2001 From: Gabriel Luiz Freitas Almeida Date: Thu, 21 Sep 2023 10:01:37 -0300 Subject: [PATCH 34/46] =?UTF-8?q?=F0=9F=94=A7=20chore(Makefile):=20update?= =?UTF-8?q?=20mypy=20command=20to=20exclude=20.venv=20folder=20and=20only?= =?UTF-8?q?=20check=20files=20in=20./src/backend/langflow=20directory?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 3aeafdbe8..0ac6478cf 100644 --- a/Makefile +++ b/Makefile @@ -28,7 +28,7 @@ format: lint: # skip .venv folder - poetry run mypy --exclude .venv . + poetry run mypy --exclude .venv ./src/backend/langflow poetry run black . --check poetry run ruff . --fix From 3cbe046e083de39341848f6c368393a915d3f5b5 Mon Sep 17 00:00:00 2001 From: igorrCarvalho Date: Thu, 21 Sep 2023 10:54:20 -0300 Subject: [PATCH 35/46] Refactor: Disable signUp button when form is invalid --- src/frontend/src/pages/signUpPage/index.tsx | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/src/frontend/src/pages/signUpPage/index.tsx b/src/frontend/src/pages/signUpPage/index.tsx index 4b83bc07d..b151ff023 100644 --- a/src/frontend/src/pages/signUpPage/index.tsx +++ b/src/frontend/src/pages/signUpPage/index.tsx @@ -1,5 +1,5 @@ import * as Form from "@radix-ui/react-form"; -import { FormEvent, useContext, useState } from "react"; +import { FormEvent, useContext, useEffect, useState } from "react"; import { Link, useNavigate } from "react-router-dom"; import InputComponent from "../../components/inputComponent"; import { Button } from "../../components/ui/button"; @@ -20,6 +20,8 @@ export default function SignUp(): JSX.Element { const [inputState, setInputState] = useState(CONTROL_INPUT_STATE); + const [isDisabled, setDisableBtn] = useState(true) + const { password, cnfPassword, username } = inputState; const { setErrorData, setSuccessData } = useContext(alertContext); const navigate = useNavigate(); @@ -30,6 +32,13 @@ export default function SignUp(): JSX.Element { setInputState((prev) => ({ ...prev, [name]: value })); } + useEffect(() => { + if (password !== cnfPassword) return setDisableBtn(true); + if (password === "" || cnfPassword === "") return setDisableBtn(true); + if (username === "") return setDisableBtn(true); + setDisableBtn(false); + }, [password, cnfPassword, username, handleInput]); + function handleSignup(): void { const { username, password } = inputState; const newUser: UserInputType = { @@ -158,6 +167,7 @@ export default function SignUp(): JSX.Element {
{" "} - )} - - + {isMinimal && ( + +
+ + {showNode ? "Minimize" : "Expand"} +
+ + )} + + + ) : ( + +
+ +
+ + )} {showModalAdvanced && ( Date: Thu, 21 Sep 2023 21:00:17 -0300 Subject: [PATCH 46/46] chore(parameterComponent): remove unnecessary ts-ignore comments fix(extraSidebarComponent): remove unnecessary if condition in handleBlur function --- .../GenericNode/components/parameterComponent/index.tsx | 1 - .../FlowPage/components/extraSidebarComponent/index.tsx | 8 +++----- 2 files changed, 3 insertions(+), 6 deletions(-) diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx index 0f31c7f42..acd46c7f5 100644 --- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx +++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx @@ -115,7 +115,6 @@ export default function ParameterComponent({ groupedEdge.current = groupedObj; if (groupedObj && groupedObj.length > 0) { - //@ts-ignore //@ts-ignore refHtml.current = groupedObj.map((item, index) => { const Icon: any = diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx index d9d47b71f..d831716dc 100644 --- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx +++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx @@ -76,11 +76,9 @@ export default function ExtraSidebar(): JSX.Element { }, []); function handleBlur() { - if (getFilterEdge.length > 0) { - setFilterData(data); - setFilterEdge([]); - setSearch(""); - } + setFilterData(data); + setFilterEdge([]); + setSearch(""); } useEffect(() => {