Created
April 28, 2023 12:19
-
-
Save ogabrielluiz/19f7db62b021a8133f5bfebe22808e62 to your computer and use it in GitHub Desktop.
ImageFlow
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "description": "Generate an image using DALL-E2.", | |
| "name": "ImageFlow", | |
| "id": "18", | |
| "data": { | |
| "nodes": [ | |
| { | |
| "width": 384, | |
| "height": 559, | |
| "id": "dndnode_1", | |
| "type": "genericNode", | |
| "position": { | |
| "x": 330, | |
| "y": 552 | |
| }, | |
| "data": { | |
| "type": "Tool", | |
| "node": { | |
| "template": { | |
| "name": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "ImageGenerator", | |
| "password": false, | |
| "name": "name", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "description": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "Use this to pass a prompt and generate an image with DALL-E2", | |
| "password": false, | |
| "name": "description", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "func": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "password": false, | |
| "name": "func", | |
| "type": "function", | |
| "list": false | |
| }, | |
| "return_direct": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": true, | |
| "password": false, | |
| "name": "return_direct", | |
| "type": "bool", | |
| "list": false | |
| }, | |
| "_type": "Tool" | |
| }, | |
| "description": "Tool to be used in the flow.", | |
| "base_classes": [ | |
| "Tool" | |
| ] | |
| }, | |
| "id": "dndnode_1", | |
| "value": null | |
| }, | |
| "selected": false, | |
| "positionAbsolute": { | |
| "x": 330, | |
| "y": 552 | |
| }, | |
| "dragging": false | |
| }, | |
| { | |
| "width": 384, | |
| "height": 473, | |
| "id": "dndnode_3", | |
| "type": "genericNode", | |
| "position": { | |
| "x": 920, | |
| "y": 598 | |
| }, | |
| "data": { | |
| "type": "initialize_agent", | |
| "node": { | |
| "template": { | |
| "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" | |
| ], | |
| "name": "agent", | |
| "type": "str", | |
| "list": true | |
| }, | |
| "memory": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "password": false, | |
| "name": "memory", | |
| "type": "BaseChatMemory", | |
| "list": false | |
| }, | |
| "tools": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "password": false, | |
| "name": "tools", | |
| "type": "Tool", | |
| "list": true | |
| }, | |
| "llm": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "password": false, | |
| "name": "llm", | |
| "type": "BaseLanguageModel", | |
| "list": false | |
| }, | |
| "_type": "initailize_agent" | |
| }, | |
| "description": "Construct a json agent from an LLM and tools.", | |
| "base_classes": [ | |
| "AgentExecutor" | |
| ] | |
| }, | |
| "id": "dndnode_3", | |
| "value": null | |
| }, | |
| "selected": false, | |
| "positionAbsolute": { | |
| "x": 920, | |
| "y": 598 | |
| }, | |
| "dragging": false | |
| }, | |
| { | |
| "width": 384, | |
| "height": 673, | |
| "id": "dndnode_4", | |
| "type": "genericNode", | |
| "position": { | |
| "x": 326, | |
| "y": 1130 | |
| }, | |
| "data": { | |
| "type": "OpenAI", | |
| "node": { | |
| "template": { | |
| "cache": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "cache", | |
| "type": "bool", | |
| "list": false | |
| }, | |
| "verbose": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "verbose", | |
| "type": "bool", | |
| "list": false | |
| }, | |
| "client": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "client", | |
| "type": "Any", | |
| "list": false | |
| }, | |
| "model_name": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "text-davinci-003", | |
| "password": false, | |
| "options": [ | |
| "text-davinci-003", | |
| "text-davinci-002", | |
| "text-curie-001", | |
| "text-babbage-001", | |
| "text-ada-001" | |
| ], | |
| "name": "model_name", | |
| "type": "str", | |
| "list": true | |
| }, | |
| "temperature": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "0.0", | |
| "password": false, | |
| "name": "temperature", | |
| "type": "float", | |
| "list": false | |
| }, | |
| "max_tokens": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": 256, | |
| "password": true, | |
| "name": "max_tokens", | |
| "type": "int", | |
| "list": false | |
| }, | |
| "top_p": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 1, | |
| "password": false, | |
| "name": "top_p", | |
| "type": "float", | |
| "list": false | |
| }, | |
| "frequency_penalty": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 0, | |
| "password": false, | |
| "name": "frequency_penalty", | |
| "type": "float", | |
| "list": false | |
| }, | |
| "presence_penalty": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 0, | |
| "password": false, | |
| "name": "presence_penalty", | |
| "type": "float", | |
| "list": false | |
| }, | |
| "n": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 1, | |
| "password": false, | |
| "name": "n", | |
| "type": "int", | |
| "list": false | |
| }, | |
| "best_of": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 1, | |
| "password": false, | |
| "name": "best_of", | |
| "type": "int", | |
| "list": false | |
| }, | |
| "model_kwargs": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "password": false, | |
| "name": "model_kwargs", | |
| "type": "code", | |
| "list": false | |
| }, | |
| "openai_api_key": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "sk-", | |
| "password": true, | |
| "name": "openai_api_key", | |
| "display_name": "OpenAI API Key", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "batch_size": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 20, | |
| "password": false, | |
| "name": "batch_size", | |
| "type": "int", | |
| "list": false | |
| }, | |
| "request_timeout": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "request_timeout", | |
| "type": "Union[float, Tuple[float, float], NoneType]", | |
| "list": false | |
| }, | |
| "logit_bias": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "logit_bias", | |
| "type": "code", | |
| "list": false | |
| }, | |
| "max_retries": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": 6, | |
| "password": false, | |
| "name": "max_retries", | |
| "type": "int", | |
| "list": false | |
| }, | |
| "streaming": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": false, | |
| "password": false, | |
| "name": "streaming", | |
| "type": "bool", | |
| "list": false | |
| }, | |
| "_type": "OpenAI" | |
| }, | |
| "description": "Generic OpenAI class that uses model name.", | |
| "base_classes": [ | |
| "OpenAI", | |
| "BaseLLM", | |
| "BaseOpenAI", | |
| "BaseLanguageModel" | |
| ] | |
| }, | |
| "id": "dndnode_4", | |
| "value": null | |
| }, | |
| "selected": false, | |
| "positionAbsolute": { | |
| "x": 326, | |
| "y": 1130 | |
| }, | |
| "dragging": false | |
| }, | |
| { | |
| "width": 384, | |
| "height": 349, | |
| "id": "dndnode_7", | |
| "type": "genericNode", | |
| "position": { | |
| "x": -378, | |
| "y": 786 | |
| }, | |
| "data": { | |
| "type": "PythonFunction", | |
| "node": { | |
| "template": { | |
| "code": { | |
| "required": true, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": true, | |
| "value": "import openai\nfrom langflow import cache_manager\nimport io\nimport base64\nimport os\nfrom PIL import Image\n\ndef create_image(prompt: str) -> str:\n openai.api_key = os.getenv(\"OPENAI_API_KEY\")\n\n response = openai.Image.create(\n prompt=prompt,\n n=1,\n size=\"256x256\",\n response_format=\"b64_json\",\n )\n # load the image\n for image_dict in response[\"data\"]:\n image_data = base64.b64decode(image_dict[\"b64_json\"])\n # Cache image in LangFlow\n cache_manager.add_image(\"webinar\", Image.open(io.BytesIO(image_data)))\n # save the image to disk\n with open(\"image.png\", \"wb\") as f:\n f.write(image_data)\n \n\n return \"Image generated!\"", | |
| "password": false, | |
| "name": "code", | |
| "type": "code", | |
| "list": false | |
| }, | |
| "_type": "python_function" | |
| }, | |
| "description": "Python function to be executed.", | |
| "base_classes": [ | |
| "function" | |
| ] | |
| }, | |
| "id": "dndnode_7", | |
| "value": null | |
| }, | |
| "selected": true, | |
| "positionAbsolute": { | |
| "x": -378, | |
| "y": 786 | |
| }, | |
| "dragging": false | |
| }, | |
| { | |
| "width": 384, | |
| "height": 357, | |
| "id": "dndnode_8", | |
| "type": "genericNode", | |
| "position": { | |
| "x": 312, | |
| "y": 152 | |
| }, | |
| "data": { | |
| "type": "ConversationBufferMemory", | |
| "node": { | |
| "template": { | |
| "chat_memory": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "chat_memory", | |
| "type": "BaseChatMessageHistory", | |
| "list": false | |
| }, | |
| "output_key": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "output_key", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "input_key": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "input_key", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "return_messages": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "password": false, | |
| "name": "return_messages", | |
| "type": "bool", | |
| "list": false | |
| }, | |
| "human_prefix": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": "Human", | |
| "password": false, | |
| "name": "human_prefix", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "ai_prefix": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": false, | |
| "multiline": false, | |
| "value": "AI", | |
| "password": false, | |
| "name": "ai_prefix", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "memory_key": { | |
| "required": false, | |
| "placeholder": "", | |
| "show": true, | |
| "multiline": false, | |
| "value": "history", | |
| "password": false, | |
| "name": "memory_key", | |
| "type": "str", | |
| "list": false | |
| }, | |
| "_type": "ConversationBufferMemory" | |
| }, | |
| "description": "Buffer for storing conversation memory.", | |
| "base_classes": [ | |
| "BaseMemory", | |
| "BaseChatMemory", | |
| "ConversationBufferMemory" | |
| ] | |
| }, | |
| "id": "dndnode_8", | |
| "value": null | |
| }, | |
| "selected": false, | |
| "positionAbsolute": { | |
| "x": 312, | |
| "y": 152 | |
| }, | |
| "dragging": false | |
| } | |
| ], | |
| "edges": [ | |
| { | |
| "source": "dndnode_7", | |
| "sourceHandle": "PythonFunction|dndnode_7|function", | |
| "target": "dndnode_1", | |
| "targetHandle": "function|func|dndnode_1", | |
| "className": "animate-pulse", | |
| "id": "reactflow__edge-dndnode_7PythonFunction|dndnode_7|function-dndnode_1function|func|dndnode_1" | |
| }, | |
| { | |
| "source": "dndnode_1", | |
| "sourceHandle": "Tool|dndnode_1|Tool", | |
| "target": "dndnode_3", | |
| "targetHandle": "Tool|tools|dndnode_3", | |
| "className": "animate-pulse", | |
| "id": "reactflow__edge-dndnode_1Tool|dndnode_1|Tool-dndnode_3Tool|tools|dndnode_3" | |
| }, | |
| { | |
| "source": "dndnode_4", | |
| "sourceHandle": "OpenAI|dndnode_4|OpenAI|BaseLLM|BaseOpenAI|BaseLanguageModel", | |
| "target": "dndnode_3", | |
| "targetHandle": "BaseLanguageModel|llm|dndnode_3", | |
| "className": "animate-pulse", | |
| "id": "reactflow__edge-dndnode_4OpenAI|dndnode_4|OpenAI|BaseLLM|BaseOpenAI|BaseLanguageModel-dndnode_3BaseLanguageModel|llm|dndnode_3" | |
| }, | |
| { | |
| "source": "dndnode_8", | |
| "sourceHandle": "ConversationBufferMemory|dndnode_8|BaseMemory|BaseChatMemory|ConversationBufferMemory", | |
| "target": "dndnode_3", | |
| "targetHandle": "BaseChatMemory|memory|dndnode_3", | |
| "className": "animate-pulse", | |
| "id": "reactflow__edge-dndnode_8ConversationBufferMemory|dndnode_8|BaseMemory|BaseChatMemory|ConversationBufferMemory-dndnode_3BaseChatMemory|memory|dndnode_3" | |
| } | |
| ], | |
| "viewport": { | |
| "x": 603, | |
| "y": -468, | |
| "zoom": 1 | |
| } | |
| } | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment