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Changelog

2026-05-28​

Agent improvements​

  • Smart Agent Enhancements: Added support for MCP agent in smart agents. Additionally, introduced user feedback support in smart agent workflows, allowing the agent to interact with users for validating intermediate results or gathering additional information, enabling iterative refinement of the agent's actions and responses.

2026-05-22​

New generative models​

  • Gemini 3.1 Flash-Lite: Added support for Google's Gemini 3.1 Flash-Lite model (gemini-3.1-flash-lite).
  • GPT-5.5: Added support for OpenAI's GPT-5.5 model, available through both OpenAI (chatgpt-5.5) and Azure (chatgpt-azure-5.5).
  • Claude Opus 4.7: Added support for Anthropic's Claude Opus 4.7, available through the Anthropic API (claude-4-7-opus) and Google Cloud Vertex AI (gcp-claude-4-7-opus).
  • GLM-5 (Global): Added support for GLM-5, hosted on Google Cloud Platform (gcp-glm-5).

2026-05-05​

New feature​

  • Snowflake Agent: Query Snowflake databases from Retrieval Agent workflows using natural language. The agent selects relevant tables, generates Snowflake SQL, applies row limits, and returns database results as retrieval context.

2026-04-28​

New Default Visual LLM Extraction Model​

  • 🐕 pagehound-v1: We have introduced a new default visual LLM extraction model, 🐕 pagehound-v1. Deployed in our infrastructure, it is a cutting-edge small visual LLM that has been fine-tuned specifically for document understanding tasks. It is designed to extract data from documents with high accuracy and efficiency. More information about this model and how to use it can be found in our documentation on Visual LLM extraction.

2026-04-24​

Embeddings​

  • Gemini 2 embedding model support: Added support for gemini-embedding-2 as a new embedding model option.

2026-04-23​

New feature​

  • SQL and Pandas Agents: Added documentation for the new SQL and Pandas retrieval agents, including the new SQL connection driver.

2026-04-17​

New feature​

  • Added support for the search_configuration parameter in the Nuclia MCP server, allowing the use of saved search configurations.
  • ShareFile Connector on Cloud Sync Agent
  • Support for custom Anthropic Bedrock and Anthropic VertexAI keys
  • Option to enforce security: when enabled, resources having a security group will not be returned if a security group is not explicitly passed in the request.

2026-03-19​

Migration​

  • Gemini 3.1 Pro Preview migration: Added support for Gemini 3.1 Pro Preview and migrated the existing Gemini 3 Pro Preview model selection to the new preview model.

2026-03-13​

Model updates​

  • Claude 4.6 model support: Added support for Claude 4.6 Sonnet and Claude 4.6 Opus through Anthropic API, Google Vertex AI, and AWS Bedrock.

2026-03-06​

New feature​

  • Sync service: We have introduced a new sync service that allows you to ingest files stored in standard cloud file storage services. At the moment the sync service supports Google Drive, Progress ShareFile, and Dropbox.

2026-02-24​

Improvements​

  • AWS Bedrock BYOK Support: Added Bring Your Own Key (BYOK) support for AWS Bedrock. You can now connect to LLMs hosted in your own AWS environment using cross-account IAM role assumption, giving you greater control over your AI infrastructure while maintaining security and compliance. Learn how to configure this feature in our BYOK AWS Bedrock documentation.