Data and AI releases

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CrewAI 1.15.19

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Features Add Clipper integrations client Add now() to the CEL expression environment Record how a crew run ended for every user Report machine size as a coarse band, not a core count Add injectable client for CrewAI platform tools Bug Fixes Fix reading of octet-stream and xlsx URLs in urlreadtool Fix appending trailing user turn in native Gemini provider...

LLMsStreamingSecurityDeveloper toolsCoding agents

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Also shipped Sep 4, 2026CrewAI in September 2026 →

SAS to Snowflake migration (Preview)

The Snowflake AIM Agent for Data Warehouses now supports migrating SAS workloads to Snowflake. This capability covers AI-assisted assessment of SAS codebases and AI-based code conversion of SAS programs to Snowflake SQL, including loading SAS dataset files ( .sas7bdat ) into Snowflake tables.

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Gemini Enterprise: Create and manage projects

You can create and manage projects in the Gemini Enterprise web app to build a dedicated knowledge base for your own work or to collaborate with your team. Within a project, you can upload files and chat privately with the assistant to get answers grounded in your project files and web search. This feature is generally available (GA).

GA
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More from CrewAIEvery CrewAI release →

CrewAI 1.15.20

Bug Fixes Fix legacy platform tool alias discovery Documentation Update snapshot and changelog for v1.15.19 Contributors @joaomdmoura , @vinibrsl

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CrewAI 1.15.21

Features Add telemetry to track checkpoint runtime and CLI usage. Bug Fixes Fix gateway errors reported inside an HTTP 200 response. Keep deploy push on the AMP create source. Report scrape failures instead of raising IndexError in the Oxylabs integration. Route all DashScope models through the native provider. Persist JSON checkpoints as UTF-8.

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CrewAI 1.15.18

Features Promote conversational flows to stable Record a created deployment with the given UUID Enhance conversational flow documentation and APIs Let a declaration name the router's response format Let a chat flow declare its own state shape Accept crew-style LLM config in a conversational declaration Report project creation with the minted ID Record...

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CrewAI 1.15.22

Features Support aliases as connection identifiers Record reasons for deployment creation failures Collect human feedback and pause events in tracing Add llm_overlay context variable to route agent roles to models Carry task_prompt and output in agent execution payloads Validate platform integrations during crew setup Add platform tools to JSON crew wizard...

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CrewAI 1.15.17

Features Add declarative conversational flows documentation Synthesize built-in conversational methods for declarations Enable declarations to drive conversational mode Make conversational opt-in unmistakable Carry the AMP slug on tools resolved from a slug reference Handle oversized single messages during chunking Bug Fixes Fix usage of the URL hostname as...

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CrewAI 1.15.16

Features Introduce execution context management with UUID support Record what kind of exception ended a flow Record when a trace batch is shared with AMP Count deployments from any origin and record where they started Bug Fixes Record the running release on every emitted span Fix MySQL search table name validation Stop a failed turn from marking the next...

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CrewAI 1.15.15

Features Report flow outcome, duration, and human-in-the-loop signals. Bug Fixes Emit FlowStartedEvent when a boundary hook aborts the flow. Scope span export to our own tracer provider. Bump torch to version 2.13.0 to address security vulnerability. Bump gitpython to version 3.1.58 in crewai-tools[github].

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CrewAI 1.15.23

Features Add support for native Gemini 3.8 Flash Implement evaluation of the last traced run through AMP in crewai eval Record the last traced run for crewai eval instead of printing it Improve platform integration setup UX Prioritize popular platform integrations Enhance tracing task spans to include declared output format and results Bug Fixes Fix...

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