# 3.11.2 Release Notes Squirro 3.11.2 was released on October 1, 2024. Learn more about the [Squirro Release Process](../../squirro-release-process.md#getting-squirro-process). > **Note for administrators** > > This release introduces [important changes](#breaking) that may require adjustments to your existing setup. ## What’s New - Squirro Incident Support Agent for initial assessment of support requests. [Learn more](../../../../technical/agents/index.md#agents) - Collections feature for personal groupings of indexed content. - Support for the open-source Llama 3.1 model. - Llama tool calling using the `enable_llama_tool_calling` flag. - Additional description field for the data sources. - New Collections endpoints for the API. - Added accuracy and performance modes for Chat with Documents. - Introduced methods to interact with the Collections API using SquirroClient. - Top-level field to store generated LLM summaries directly within each item, enabling faster retrieval and improved chat experience. ## Improvements - World Map widget new design and improved performance. - HTML editor upgraded to the React library. - Summarization feature with more detailed summaries, key points, and a cleaner layout. - Allowing modification of description in data sources. - Pipeline logs option in the data source rows always displayed. - The batch-level `End` of structured logs of `Transform Input` and `Indexing` steps now include the number of successful and errored items. - Entities widget overrides and associated documentation. - `name` key now included in `files` for the generated PDF files coming from the `pdfconversion` service, with a value set to the filename of the generated PDF file. - New configuration option for hiding the column headers inside a Table widget. - Default toast notification location changed to the bottom right corner of the page. - Added an option to turn on or off the voice recognition for the Search widget and Global Search. - Elasticsearch and Filebeat upgraded to version 8.15.1. - Added sources to the retrieved fields used by conversational AI for a more lenient context handling of summarizations. - Refined web crawling mechanism for improved efficiency and accuracy of website data extraction. ## Bug Fixes - Use the vertical card hover state for the Items Grid mode. - Fixed issue with the Documents connector, also known as `filesystem` plugin, where multiple copies of the loaded source file were stored in `/tmp` directories. - Ensure the Collections profile matches no items if a collection is empty and no interference from cached results when using queries with the `collection` profile. - Lifted restrictions about what kind of strings to map to an `sqsort` field to fix a bug that would occur when indexing documents containing a title, body, or summary that look like dates or plain integers. - Adjusted system query for the Collections profile to also account for results in the paragraph index. - SimilarSearch widget header style no longer differs from other widgets. - ItemDetail widget experienced some cases where item labels did not load. - Summarization now respects the persona and language settings. - Fixed handling of sorting features and other complex query clauses for dashboard or community filters. - Additional queries incorrectly managed by the Entities widget. - Connection widget selection not fully removed from a reset widget. - Missing language and persona instructions for the starter questions. - Issue with overriding tool name and description for the retriever tool abstraction. - Incorrect formatting of language and source labels in the ItemsTable widget. - Crawler downloading of PDF files protected by HTTP authentication. - Multiple modals opened when using a share link to Document Details. - Custom Table widget not working. - Update facet display names in the data ingestion logs tab of the Monitoring project. - Numeric values extracted as strings by `Filebeat` from the log files and stored as such. - Additional dashboard and widget queries not added to the reference documents search inside Document Details. - Backend not returning `show_in_cards` field for the types and `icon` for the subtypes in Reference Screen. - Remove empty data directories from the `inputstream` when using the `QueueFileSystemStreamer` content streamer. - Crawler issue when the website has no title. ## Known issue The scoring plugins no longer work when used in a `query_context.dashboard_filters` argument (SQ-25241), resulting in the Similar to what you read tab in the default For you dashboard not working as expected. ## Breaking Changes - The GenAI service RPM is now a weak dependency of the `clusternode` service RPM for RHEL 8. It means that `squirro.service.genai` should be installed by the package managers by default. An installation failure does not affect the `squirro-cluster-node` installation. You can turn off the installation using the `install_weak_deps=False` flag for `dnf` or `yum`. You can uninstall the `squirro.service.genai` package without uninstalling `squirro-cluster-node` as well, a typical approach for deployments where `squirro.service.genai` is not running on the same system as `squirro-cluster-node`. - `top_k_aggregation` does not work if you do not explicitly specify `communities` in the fields. ## Installation and Upgrade For new installations, find step-by-step instructions on the [Install and Manage Squirro with Ansible](../../../install/ansible/index.md#ansible) page (recommended) and [Installing Squirro on Linux](../../../install/linux.md#install-linux) pages. To upgrade an existing installation, see the [Upgrading Squirro](../../../install/upgrade.md#install-upgrade) page.