writinwaters
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Parent(s):
a1ea313
Initial draft of the begin component reference (#4272)
Browse files### What problem does this PR solve?
### Type of change
- [x] Documentation Update
- agent/templates/general_chat_bot.json +2 -2
- docs/guides/{agentic_rag β agent}/_category_.json +0 -0
- docs/guides/{agentic_rag β agent}/agent_introduction.md +0 -0
- docs/guides/{agentic_rag β agent}/general_purpose_chatbot.md +0 -0
- docs/guides/{agentic_rag β agent}/text2sql_agent.md +8 -0
- docs/{guides/agentic_rag β references}/agent_component_reference/_category_.json +1 -1
- docs/references/agent_component_reference/begin.mdx +70 -0
- docs/references/faq.md +1 -1
- docs/release_notes.md +1 -0
- web/src/locales/en.ts +2 -2
- web/src/pages/flow/form/begin-form/begin-dynamic-options.tsx +1 -1
agent/templates/general_chat_bot.json
CHANGED
@@ -85,7 +85,7 @@
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},
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"5. chitchatting": {
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"description": "Regarding the issues of small talk, companionship, sharing, and emotional intimacy.",
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"examples": "What's your name?\
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"to": "Generate:FiveDragonsLay"
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}
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},
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},
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"5. chitchatting": {
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"description": "Regarding the issues of small talk, companionship, sharing, and emotional intimacy.",
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-
"examples": "What's your name?\
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"to": "Generate:FiveDragonsLay"
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}
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},
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},
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"5. chitchatting": {
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"description": "Regarding the issues of small talk, companionship, sharing, and emotional intimacy.",
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"examples": "What's your name?\nWhat a bad day!\nTerrible day.\nHow are you today?",
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"to": "Generate:FiveDragonsLay"
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}
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},
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},
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"5. chitchatting": {
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"description": "Regarding the issues of small talk, companionship, sharing, and emotional intimacy.",
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"examples": "What's your name?\nWhat a bad day!\nTerrible day.\nHow are you today?",
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"to": "Generate:FiveDragonsLay"
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}
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},
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docs/guides/{agentic_rag β agent}/_category_.json
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File without changes
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docs/guides/{agentic_rag β agent}/agent_introduction.md
RENAMED
File without changes
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docs/guides/{agentic_rag β agent}/general_purpose_chatbot.md
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File without changes
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docs/guides/{agentic_rag β agent}/text2sql_agent.md
RENAMED
@@ -4,8 +4,11 @@ slug: /text2sql_agent
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---
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# Create a Text2SQL agent
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Build a Text2SQL agent leverging RAGFlow's RAG capabilities. Contributed by @TeslaZY.
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## Scenario
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The Text2SQL agent is designed to bridge the gap between Natural Language Processing (NLP) and Structured Query Language (SQL). Its key advantages are as follows:
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- **Assisting non-technical users with SQL**: Not all users have a background in SQL or understand the structure of the tables involved in queries. With a Text2SQL agent, users can pose questions or request data in natural language without needing an in-depth knowledge of the database structure or SQL syntax.
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- ExeSQL
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## Procedure
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### Preparation of Data
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#### Database Environment
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Mysql-8.0.39
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#### Database Table Creation Statements
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
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#### Configure DB_Description Knowledge Base
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1. the content of the DB_Description text is as follows:
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```markdown
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### Customers (Customer Information Table)
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The Customers table records detailed information about different customers in the online store. Here is the meaning of each field within this table:
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- Quantity: The number of units of the product ordered.
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- TotalPrice: The total price for this particular item in the order, calculated as UnitPrice * Quantity.
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```
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2. set the chunk data for the DB_Description knowledge base
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
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#### Configure Q->SQL Knowledge Base
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---
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# Create a Text2SQL agent
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+
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Build a Text2SQL agent leverging RAGFlow's RAG capabilities. Contributed by @TeslaZY.
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+
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## Scenario
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The Text2SQL agent is designed to bridge the gap between Natural Language Processing (NLP) and Structured Query Language (SQL). Its key advantages are as follows:
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- **Assisting non-technical users with SQL**: Not all users have a background in SQL or understand the structure of the tables involved in queries. With a Text2SQL agent, users can pose questions or request data in natural language without needing an in-depth knowledge of the database structure or SQL syntax.
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- ExeSQL
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## Procedure
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+
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### Preparation of Data
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#### Database Environment
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+
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Mysql-8.0.39
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#### Database Table Creation Statements
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
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#### Configure DB_Description Knowledge Base
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1. the content of the DB_Description text is as follows:
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2.
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```markdown
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### Customers (Customer Information Table)
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The Customers table records detailed information about different customers in the online store. Here is the meaning of each field within this table:
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- Quantity: The number of units of the product ordered.
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- TotalPrice: The total price for this particular item in the order, calculated as UnitPrice * Quantity.
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```
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+
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2. set the chunk data for the DB_Description knowledge base
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
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#### Configure Q->SQL Knowledge Base
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docs/{guides/agentic_rag β references}/agent_component_reference/_category_.json
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{
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"label": "Agent Component Reference",
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-
"position":
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"link": {
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"type": "generated-index",
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"description": "A complete reference for RAGFlow's agent components."
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{
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"label": "Agent Component Reference",
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"position": 3,
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"link": {
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"type": "generated-index",
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"description": "A complete reference for RAGFlow's agent components."
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docs/references/agent_component_reference/begin.mdx
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---
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sidebar_position: 1
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slug: /begin_component
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---
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# Begin component
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The starting component in a workflow.
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---
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The **Begin** component sets an opening greeting or accepts inputs from the user. It is automatically populated onto the canvas when you create an agent, whether from a template or from scratch (from a blank template). There should be only one **Begin** component in the workflow.
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## Scenarios
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A **Begin** component is essential in all cases. Every agent includes a **Begin** component, which cannot be deleted.
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## Configurations
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Click the component to display its **Configuration** window. Here, you can set an opening greeting and the input parameters (global variables) for the agent.
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### ID
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The ID is the unique identifier for the component within the workflow. Unlike the IDs of other components, the ID of the **Begin** component *cannot* be changed.
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### Opening greeting
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An opening greeting is the agent's first message to the user. It can be a welcoming remark or an instruction to guide the user forward.
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### Global variables
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You can set global variables within the **Begin** component, which can be either required or optional. Once established, users will need to provide values for these variables when interacting or with the agent. Click **+ Add variable** to add a global variable, each with the following attributes:
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- **Key**: *Required*
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The unique variable name.
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- **Name**: *Required*
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A descriptive name providing additional details about the variable.
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For example, if **Key** is set to `lang`, you can set its **Name** to `Target language`.
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- **Type**: *Required*
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The type of the variable:
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- **line**: Accepts a single line of text without line breaks.
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- **paragraph**: Accepts multiple lines of text, including line breaks.
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- **options**: Requires the user to select a value for this variable from a dropdown menu. And you are required to set *at least* one option for the dropdown menu.
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- **file**: Requires the user to upload a file from their device.
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- **integer**: Accepts an integer as input.
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- **boolean**: Requires the user to toggle between on and off.
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- **Optional**: A toggle indicating whether the variable is optional.
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## Examples
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As mentioned earlier, the **Begin** component is indispensable for an agent. Still, you can take a look at our three-step interpreter agent, where the **Begin** component takes two global variables:
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1. Click the **Agent** tab in the middle top of the page to show the **Agent** page.
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2. Click **+ Create agent** on the top right of the page to show the **agent template** page.
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3. On the **agent template** page, hover over the card on **Interperter** and click **Use this template**.
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4. Name the new agent and click **OK** to enter the workflow editor.
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5. Click the **Begin** component to display its **Configuration** window.
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## Frequently asked questions
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### Is the uploaded file in a knowledge base?
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No. Files uploaded to an agent as input are not stored in a knowledge base and will not be chunked using RAGFlow's built-in chunk methods. However, RAGFlow's built-in OSR, DLR, and TSR models will still be applied to process the document.
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### File size limit for uploaded file
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The maximum file size for each uploaded file is determined by the variable `MAX_CONTENT_LENGTH` in `/docker/.env`. It defaults to 128 MB. If you change the default file size, ensure you also update the value of `client_max_body_size` in `/docker/nginx/nginx.conf` accordingly.
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docs/references/faq.md
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---
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sidebar_position:
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slug: /faq
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---
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---
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sidebar_position: 10
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slug: /faq
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---
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docs/release_notes.md
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This release fixes the following issues:
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- The `SCORE not found` and `position_int` errors returned by [Infinity](https://github.com/infiniflow/infinity).
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- Slow response in question-answering and AI search due to repetitive loading of the embedding model.
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- Fails to parse documents with RAPTOR.
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- Using the **Table** parsing method results in information loss.
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This release fixes the following issues:
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- The `SCORE not found` and `position_int` errors returned by [Infinity](https://github.com/infiniflow/infinity).
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- Once an embedding model in a specific knowledge base is changed, embedding models in other knowledge bases can no longer be changed.
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- Slow response in question-answering and AI search due to repetitive loading of the embedding model.
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- Fails to parse documents with RAPTOR.
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- Using the **Table** parsing method results in information loss.
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web/src/locales/en.ts
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language: 'Language',
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emptyResponse: 'Empty response',
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emptyResponseTip: `Set this as a response if no results are retrieved from the knowledge bases for your query, or leave this field blank to allow the LLM to improvise when nothing is found.`,
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setAnOpener: '
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setAnOpenerInitial: `Hi! I'm your assistant, what can I do for you?`,
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setAnOpenerTip: 'Set an opening greeting for users.',
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knowledgeBases: 'Knowledge bases',
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msg: 'Messages',
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messagePlaceholder: 'message',
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messageMsg: 'Please input message or delete this field.',
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addField: 'Add
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addMessage: 'Add message',
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loop: 'Loop',
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loopTip:
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language: 'Language',
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emptyResponse: 'Empty response',
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emptyResponseTip: `Set this as a response if no results are retrieved from the knowledge bases for your query, or leave this field blank to allow the LLM to improvise when nothing is found.`,
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setAnOpener: 'Opening greeting',
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setAnOpenerInitial: `Hi! I'm your assistant, what can I do for you?`,
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setAnOpenerTip: 'Set an opening greeting for users.',
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knowledgeBases: 'Knowledge bases',
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msg: 'Messages',
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messagePlaceholder: 'message',
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messageMsg: 'Please input message or delete this field.',
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addField: 'Add option',
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addMessage: 'Add message',
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loop: 'Loop',
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loopTip:
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web/src/pages/flow/form/begin-form/begin-dynamic-options.tsx
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icon={<PlusOutlined />}
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block
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>
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Add
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</Button>
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<Form.ErrorList errors={errors} />
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</Form.Item>
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icon={<PlusOutlined />}
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block
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>
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Add option
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</Button>
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<Form.ErrorList errors={errors} />
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</Form.Item>
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