18b4e33062
🐛 fix(flows.py): change Flow.from_orm() to Flow.model_validate() to ensure data integrity and validation 🐛 fix(users.py): remove unused import statements to improve code cleanliness and maintainability 🐛 fix(users.py): change User.from_orm() to User.model_validate() to ensure data integrity and validation 🐛 fix(LLMChain.py): remove unused import statements to improve code cleanliness and maintainability 🐛 fix(LLMChain.py): remove unnecessary line breaks to improve code readability 🐛 fix(base.py): remove unused import statements to improve code cleanliness and maintainability 🐛 fix(base.py): remove unnecessary line breaks to improve code readability 🐛 fix(base.py): fix condition to append vertex_id to top_level_vertices to avoid appending non-string values 🐛 fix(vertex/base.py): add parent_node_id attribute to Vertex class to support hierarchical graph structures 🐛 fix(base.py): remove unused import statements to improve code cleanliness and maintainability 🚀 feat(GroupTest): add a new node for a simple chat with a custom prompt template and conversational memory buffer ℹ️ This commit adds a new node to the GroupTest project. The node is a genericNode with the following properties: - Width: 384 - Height: 621 - ID: ChatOpenAI-rUJ1b - Type: genericNode - Position: x: 170.87326389541306, y: 465.8628482073749 - Data: - Type: ChatOpenAI - Node: - 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 - Max Retries: - Required: false - Placeholder: "" - Show: false - Multiline: false - Value: 6 - Password: false - Name: max_retries - Advanced: false - Dynamic: false - Info: "" - Type: int - List: false - Max Tokens: - Required: false - Placeholder: "" - Show: true - Multiline: false - Password: true - Name: max_tokens - Advanced: false - Dynamic: false - Info: "" - Type: int - List: false 🔧 chore: fix formatting issue in code 📝 docs: update documentation link for `OpenAI` Chat large language models API 🔧 chore: update prompt template configuration in LLMChain node 📝 docs: add documentation link for PromptTemplate in the description 📝 chore(grouped_chat.json): add grouped_chat.json test data file This commit adds the `grouped_chat.json` file to the `tests/data` directory. The file contains a JSON object representing grouped chat data. This file is necessary for testing and will be used in the test suite. 📝 chore(one_group_chat.json): add one_group_chat.json test data file This commit adds the one_group_chat.json file, which contains a simple chat with a custom prompt template and conversational memory buffer. This file is used for testing purposes. 🔧 chore: update node configuration for ConversationBufferMemory, ChatOpenAI, and LLMChain 📝 docs: update documentation links for ConversationBufferMemory and LLMChain 🔧 fix: update prompt template in LLMChain to include conversation history and text input variables 🔧 fix: update ConversationBufferMemory node to include description and documentation link 🎨 style: format and organize code for better readability and maintainability 🆕 feat(Vector Store): add Vector Store agent and Vector Store Info node The Vector Store agent allows querying a Vector Store. It can be used to construct an agent from a Vector Store. The Vector Store Info node provides information about a Vector Store. The Vector Store agent and Vector Store Info node are added to support the functionality of querying a Vector Store. 🔧 chore: update configuration options in the OpenAI API client The configuration options in the OpenAI API client have been updated. This commit includes changes to the following options: - `max_tokens`: Removed the `required` flag and set `show` to `true` - `metadata`: Set `show` to `false` - `model_kwargs`: Set `show` to `true` and `advanced` to `true` - `model_name`: Added options `gpt-3.5-turbo-0613`, `gpt-3.5-turbo`, `gpt-3.5-turbo-16k-0613`, `gpt-3.5-turbo-16k`, `gpt-4-0613`, `gpt-4-32k-0613`, `gpt-4`, `gpt-4-32k` - `n`: Removed the `show` flag - `openai_api_base`: Added `display_name` as "OpenAI API Base" and updated `info` with additional details - `openai_api_key`: Removed the `required` flag and set `show` to `true` - `openai_organization`: Removed the `show` flag - `openai_proxy`: Removed the `show` flag - `request_timeout`: Removed the `show` flag - `streaming`: Removed the `show` flag - `tags`: Removed the `show` flag - `temperature`: Removed the `show` flag - `tiktoken_model_name`: Removed the `show` flag - `verbose`: Removed the `show` flag 🔧 chore: update configuration for ChatOpenAI and Chroma nodes The configuration for the ChatOpenAI and Chroma nodes has been updated. This includes changes to the allowed_special, disallowed_special, chunk_size, client, deployment, embedding_ctx_length, and max_retries properties. These changes were made to improve the functionality and performance of the nodes. 🔧 chore(config): update OpenAIEmbeddings-YwSvx configuration options The OpenAIEmbeddings-YwSvx configuration options have been updated to include new fields and values. This commit updates the configuration file to reflect these changes. 🔧 chore(config): update configuration options for OpenAIEmbeddings and Chroma 🔧 chore(config): update configuration options for OpenAIEmbeddings and Chroma to improve flexibility and customization 🔧 chore: update configuration options for RecursiveCharacterTextSplitter and WebBaseLoader in flow The configuration options for RecursiveCharacterTextSplitter and WebBaseLoader in the flow have been updated. The changes include: - Persist Directory - Chroma: The persist directory option for Chroma has been modified. - Search Kwargs - Chroma: The search kwargs option for Chroma has been modified. - Chunk Overlap - RecursiveCharacterTextSplitter: The chunk overlap option for RecursiveCharacterTextSplitter has been modified. - Chunk Size - RecursiveCharacterTextSplitter: The chunk size option for RecursiveCharacterTextSplitter has been modified. - Separator Type - RecursiveCharacterTextSplitter: The separator type option for RecursiveCharacterTextSplitter has been modified. - Separator - RecursiveCharacterTextSplitter: The separator option for RecursiveCharacterTextSplitter has been modified. - Metadata - WebBaseLoader: The metadata option for WebBaseLoader has been modified. - Web Page - WebBaseLoader: The web page option for WebBaseLoader has been modified. 🔧 chore(OpenAIEmbeddings): update OpenAIEmbeddings configuration options The OpenAIEmbeddings node configuration options have been updated to include the following changes: - `allowed_special` and `disallowed_special` now accept a list of values instead of a single value - `chunk_size` now accepts an integer value - `deployment` now accepts a string value - `embedding_ctx_length` now accepts an integer value - `headers` now supports multiline values - `max_retries` now accepts an integer value - `model` now accepts a string value - `model_kwargs` now accepts code input - `openai_api_base` now accepts a password input - `openai_api_key` now accepts a password input - `openai_api_type` now accepts a password input - `openai_api_version` now accepts a password input - `openai_organization` has been removed from the configuration options 🔧 chore: update OpenAIEmbeddings configuration options in the UI The OpenAIEmbeddings configuration options in the UI have been updated to include the following changes: - Added the `openai_organization` option to specify the OpenAI organization. - Added the `openai_proxy` option to configure the OpenAI proxy. - Added the `request_timeout` option to set the request timeout. - Added the `show_progress_bar` option to control the visibility of the progress bar. - Changed the `tiktoken_model_name` option to be a password field. - Updated the documentation link for OpenAIEmbeddings. This commit updates the configuration options to improve the usability and functionality of the OpenAIEmbeddings module in the UI. 🔧 chore: clean up unused code and remove unnecessary fields in the configuration file 📝 docs: update documentation link for the Chroma vectorstore module 🔧 chore: update configuration options for RecursiveCharacterTextSplitter in flow The configuration options for the RecursiveCharacterTextSplitter node in the flow have been updated. The following changes were made: - `chunk_size` option: The default value has been changed to 1000. - `separator_type` option: The available options have been updated to include "Text", "cpp", "go", "html", "java", "js", "latex", "markdown", "php", "proto", "python", "rst", "ruby", "rust", "scala", "sol", and "swift". - `separators` option: The default value has been changed to ".". These changes were made to improve the usability and flexibility of the RecursiveCharacterTextSplitter node in the flow. 📝 chore(vector_store_grouped.json): add vector_store_grouped.json test data file 🔀 chore(vector_store_grouped.json): add vector_store_grouped.json test data file 🔨 refactor(test_graph.py): reformat import statements and improve code readability 🔨 refactor(test_prompts_template.py): change dynamic attribute to True for input variables, output parser, partial variables, template, and validate template 🔨 refactor(test_template.py): reformat import statements and remove duplicate import of BaseModel 🔨 refactor(test_template.py): update value for options in format_dict test
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84 KiB
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{
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"description": "A simple chat with a custom prompt template and conversational memory buffer",
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"name": "One Group",
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"data": {
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"nodes": [
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{
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"width": 384,
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"height": 485,
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"data": {
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"id": "LLMChain-7wD4b",
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"type": "LLMChain",
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"node": {
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"display_name": "group Node",
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"documentation": "",
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"base_classes": [
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"Chain",
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"LLMChain",
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"function"
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],
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"description": "double click to edit description",
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"template": {
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"max_tokens_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"password": true,
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"name": "max_tokens",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "int",
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"list": false,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "max_tokens"
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},
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"display_name": "Max Tokens - ChatOpenAI",
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"value": ""
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},
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"model_kwargs_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"password": false,
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"name": "model_kwargs",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "code",
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"list": false,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "model_kwargs"
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},
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"display_name": "Model Kwargs - ChatOpenAI"
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},
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"model_name_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "gpt-3.5-turbo",
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"password": false,
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"options": [
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"gpt-3.5-turbo-0613",
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"gpt-3.5-turbo",
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"gpt-3.5-turbo-16k-0613",
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"gpt-3.5-turbo-16k",
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"gpt-4-0613",
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"gpt-4-32k-0613",
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"gpt-4",
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"gpt-4-32k"
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],
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"name": "model_name",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": true,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "model_name"
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},
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"display_name": "Model Name - ChatOpenAI"
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},
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"openai_api_base_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"password": false,
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"name": "openai_api_base",
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"display_name": "OpenAI API Base - ChatOpenAI",
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"advanced": true,
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"dynamic": false,
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"info": "\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "openai_api_base"
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}
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},
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"openai_api_key_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "test",
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"password": true,
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"name": "openai_api_key",
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"display_name": "OpenAI API Key - ChatOpenAI",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "openai_api_key"
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}
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},
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"temperature_ChatOpenAI-WlIXw": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": 0.7,
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"password": false,
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"name": "temperature",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "float",
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"list": false,
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"proxy": {
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"id": "ChatOpenAI-WlIXw",
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"field": "temperature"
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},
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"display_name": "Temperature - ChatOpenAI"
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},
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"output_key_LLMChain-qaGdJ": {
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"required": true,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "text",
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"password": false,
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"name": "output_key",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "LLMChain-qaGdJ",
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"field": "output_key"
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},
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"display_name": "Output Key - LLMChain"
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},
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"chat_memory_ConversationBufferMemory-WkJkh": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"password": false,
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"name": "chat_memory",
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"advanced": false,
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"dynamic": false,
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"info": "",
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"type": "BaseChatMessageHistory",
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"list": false,
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"proxy": {
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"id": "ConversationBufferMemory-WkJkh",
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"field": "chat_memory"
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},
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"display_name": "Chat Memory - ConversationBuf..."
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},
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"input_key_ConversationBufferMemory-WkJkh": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "",
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"password": false,
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"name": "input_key",
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"advanced": true,
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"dynamic": false,
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"info": "The variable to be used as Chat Input when more than one variable is available.",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "ConversationBufferMemory-WkJkh",
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"field": "input_key"
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},
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"display_name": "Input Key - ConversationBuf..."
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},
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"memory_key_ConversationBufferMemory-WkJkh": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "history",
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"password": false,
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"name": "memory_key",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "ConversationBufferMemory-WkJkh",
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"field": "memory_key"
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},
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"display_name": "Memory Key - ConversationBuf..."
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},
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"output_key_ConversationBufferMemory-WkJkh": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"value": "",
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"password": false,
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"name": "output_key",
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"advanced": true,
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"dynamic": false,
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"info": "The variable to be used as Chat Output (e.g. answer in a ConversationalRetrievalChain)",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "ConversationBufferMemory-WkJkh",
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"field": "output_key"
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},
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"display_name": "Output Key - ConversationBuf..."
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},
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"return_messages_ConversationBufferMemory-WkJkh": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": false,
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"password": false,
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"name": "return_messages",
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"advanced": true,
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"dynamic": false,
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"info": "",
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"type": "bool",
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"list": false,
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"proxy": {
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"id": "ConversationBufferMemory-WkJkh",
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"field": "return_messages"
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},
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"display_name": "Return Messages - ConversationBuf..."
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},
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"template_PromptTemplate-h1IlH": {
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"required": true,
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"placeholder": "",
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"show": true,
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"multiline": true,
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"password": false,
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"name": "template",
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"advanced": false,
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"dynamic": true,
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"info": "",
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"type": "prompt",
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"list": false,
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"value": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:",
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"proxy": {
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"id": "PromptTemplate-h1IlH",
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"field": "template"
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},
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"display_name": "Template - PromptTemplate"
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},
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"history_PromptTemplate-h1IlH": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": true,
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"value": "",
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"password": false,
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"name": "history",
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"display_name": "history - PromptTemplate",
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"advanced": false,
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"input_types": [
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"Document",
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"BaseOutputParser"
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],
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "PromptTemplate-h1IlH",
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"field": "history"
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}
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},
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"text_PromptTemplate-h1IlH": {
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"required": false,
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"placeholder": "",
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"show": true,
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"multiline": true,
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"value": "",
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"password": false,
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"name": "text",
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"display_name": "text - PromptTemplate",
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"advanced": false,
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"input_types": [
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"Document",
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"BaseOutputParser"
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],
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"dynamic": false,
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"info": "",
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"type": "str",
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"list": false,
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"proxy": {
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"id": "PromptTemplate-h1IlH",
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"field": "text"
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}
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}
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},
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"flow": {
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"data": {
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"nodes": [
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{
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"width": 384,
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"height": 621,
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"id": "ChatOpenAI-WlIXw",
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"type": "genericNode",
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"position": {
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"x": 170.87326389541306,
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"y": 465.8628482073749
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},
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"data": {
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"type": "ChatOpenAI",
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"node": {
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"template": {
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"callbacks": {
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"required": false,
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"placeholder": "",
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"show": false,
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"multiline": false,
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"password": false,
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"name": "callbacks",
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"advanced": false,
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"dynamic": false,
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"info": "",
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"type": "langchain.callbacks.base.BaseCallbackHandler",
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"list": true
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},
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"cache": {
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"required": false,
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"placeholder": "",
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"show": false,
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"multiline": false,
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"password": false,
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"name": "cache",
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"advanced": false,
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"dynamic": false,
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"info": "",
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"type": "bool",
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"list": false
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},
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"client": {
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"required": false,
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"placeholder": "",
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"show": false,
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"multiline": false,
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"password": false,
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"name": "client",
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"advanced": false,
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"dynamic": false,
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"info": "",
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"type": "Any",
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"list": false
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},
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"max_retries": {
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"required": false,
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"placeholder": "",
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"show": false,
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"multiline": false,
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"value": 6,
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"password": false,
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"name": "max_retries",
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"advanced": false,
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"dynamic": false,
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"info": "",
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"type": "int",
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