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			118 lines
		
	
	
		
			5.1 KiB
		
	
	
	
		
			Markdown
		
	
	
	
	
	
| ---
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| sidebar_position: 2
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| slug: /release_notes
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| ---
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| 
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| # Release notes
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| 
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| Key features and improvements in the latest releases.
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| 
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| ## v0.14.0
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| 
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| Released on November 26, 2024.
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| 
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| ### New features
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| 
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| - Supports [Infinity](https://github.com/infiniflow/infinity) or Elasticsearch (default) as document engine for vector storage and full-text indexing. [#2894](https://github.com/infiniflow/ragflow/pull/2894)
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| - Enhances user experience by adding more variables to the Agent and implementing auto-saving.
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| - Adds a three-step translation agent template, inspired by [Andrew Ng's translation agent](https://github.com/andrewyng/translation-agent).
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| - Adds an SEO-optimized blog writing agent template.
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| - Provides HTTP and Python APIs for conversing with an agent.
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| - Supports the use of English synonyms during retrieval processes.
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| - Optimizes term weight calculations, reducing the retrieval time by 50%.
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| - Improves task executor monitoring with additional performance indicators.
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| - Replaces Redis with Valkey.
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| - Adds three new UI languages (*contributed by the community*): Indonesian, Spanish, and Vietnamese.
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| 
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| ### Compatibility changes
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| 
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| As of this release, **service_config.yaml.template** replaces **service_config.yaml** for configuring backend services. Upon Docker container startup, the environment variables defined in this template file are automatically populated and a **service_config.yaml** is auto-generated from it. [#3341](https://github.com/infiniflow/ragflow/pull/3341)
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| 
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| This approach eliminates the need to manually update **service_config.yaml** after making changes to **.env**, facilitating dynamic environment configurations.
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| 
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| :::danger IMPORTANT
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| Ensure that you [upgrade **both** your code **and** Docker image to this release](https://ragflow.io/docs/dev/upgrade_ragflow#upgrade-ragflow-to-the-most-recent-officially-published-release) before trying this new approach.
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| :::
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| 
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| ### Related APIs
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| 
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| #### HTTP APIs
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| 
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| - [Create session with agent](https://ragflow.io/docs/dev/http_api_reference#create-session-with-agent)
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| - [Converse with agent](https://ragflow.io/docs/dev/http_api_reference#converse-with-agent)
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| 
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| #### Python APIs
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| 
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| - [Create session with agent](https://ragflow.io/docs/dev/python_api_reference#create-session-with-agent)
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| - [Converse with agent](https://ragflow.io/docs/dev/python_api_reference#create-session-with-agent)
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| 
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| ### Documentation
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| 
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| #### Added documents
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| 
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| - [Configurations](https://ragflow.io/docs/dev/configurations)
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| - [Manage team members](https://ragflow.io/docs/dev/manage_team_members)
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| - [Run health check on RAGFlow's dependencies](https://ragflow.io/docs/dev/run_health_check)
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| 
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| ## v0.13.0
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| 
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| Released on October 31, 2024.
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| 
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| ### New features
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| 
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| - Adds the team management functionality for all users.
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| - Updates the Agent UI to improve usability.
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| - Adds support for Markdown chunking in the **General** chunk method.
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| - Introduces an **invoke** tool within the Agent UI.
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| - Integrates support for Dify's knowledge base API.
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| - Adds support for GLM4-9B and Yi-Lightning models.
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| - Introduces HTTP and Python APIs for dataset management, file management within dataset, and chat assistant management.
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| 
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| :::tip NOTE
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| To download RAGFlow's Python SDK:
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| 
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| ```bash
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| pip install ragflow-sdk==0.13.0
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| ```
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| :::
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| 
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| ### Documentation
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| 
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| #### Added documents
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| 
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| - [Acquire a RAGFlow API key](https://ragflow.io/docs/dev/acquire_ragflow_api_key)
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| - [HTTP API Reference](https://ragflow.io/docs/dev/http_api_reference)
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| - [Python API Reference](https://ragflow.io/docs/dev/python_api_reference)
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| 
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| ## v0.12.0
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| 
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| Released on September 30, 2024.
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| 
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| ### New features
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| 
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| - Offers slim editions of RAGFlow's Docker images, which do not include built-in BGE/BCE embedding or reranking models.
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| - Improves the results of multi-round dialogues.
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| - Enables users to remove added LLM vendors.
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| - Adds support for OpenTTS and SparkTTS models.
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| - Implements an **Excel to HTML** toggle in the **General** chunk method, allowing users to parse a spreadsheet into either HTML tables or key-value pairs by row.
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| - Adds agent tools **YahooFance** and **Jin10**.
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| - Adds a template for an investment advisor agent.
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| 
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| ### Compatibility changes
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| 
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| As of this release, RAGFlow offers slim editions of its Docker images to improve the experience for users with limited Internet access. A slim edition of RAGFlow's Docker image does not include built-in BGE/BCE embedding models and has a size of about 1GB; a full edition of RAGFlow is approximately 9GB and includes both built-in embedding models and embedding models that will be downloaded once you select them in the RAGFlow UI.
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| 
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| The default Docker image edition is `dev-slim`. The following list clarifies the differences between various editions:
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| 
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| - `dev-slim`: The slim edition of the most recent tested Docker image.
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| - `v0.12.0-slim`: The slim edition of the most recent **officially released** Docker image.
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| - `dev`: The full edition of the most recent tested Docker image.
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| - `v0.12.0`: The full edition of the most recent **officially released** Docker image.
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| 
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| See [Upgrade RAGFlow](https://ragflow.io/docs/dev/upgrade_ragflow) for instructions on upgrading.
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| 
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| ### Documentation
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| 
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| #### Added documents
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| 
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| - [Upgrade RAGFlow](https://ragflow.io/docs/dev/upgrade_ragflow) | 
