CrewAI 1.14.7 adds Snowflake Cortex LLM and pluggable memory backends
CrewAI `1.14.7` ships a native Snowflake Cortex LLM provider, pluggable default backends for memory, knowledge, RAG, and flow, a new chat API for conversational flows, and a batch of bug fixes including CVE resolutions for `aiohttp`, `docling`, and `docling-core`.
Score breakdown
The pluggable memory and RAG backends, native Snowflake Cortex support, and the split of `flow.py` into discrete DSL/definition/runtime layers give developers more control over CrewAI's internals and extend its LLM provider ecosystem.
- 01CrewAI `1.14.7` was released on June 11 2026 by greysonlalonde.
- 02Adds a native Snowflake Cortex LLM provider, including a new Snowflake integration guide.
- 03Introduces pluggable default backends for memory, knowledge, RAG, and flow components.
CrewAI `1.14.7`, released on June 11 2026, delivers a broad set of features, fixes, and refactors across the framework. On the features side, the release adds a native Snowflake Cortex LLM provider, pluggable default backends for memory, knowledge, RAG, and flow, and a new chat API designed for conversational flows. LLM events now surface the real `finish_reason`, sampling parameters, and `response.id`. Type DSL triggers are now typed as route-aware decorators, the locking backend is made overridable, and `FlowDefinition` can be built from Flow DSL metadata. Support for crew trained agents files is also included.
The release also restores `[project.scripts]` in the crewai package for `uv tool install`, fixes unreliable file input handling, and resolves incomplete tool result histories for Snowflake Claude.
The bug fixes address several reliability and correctness issues: checkpoint restore now correctly rebuilds custom `BaseLLM` instances as concrete LLM objects, a flag gates restore to prevent live snapshots from replaying as resumes, and runtime state is scoped per run to bound growth and isolate concurrent runs. The release also restores `[project.scripts]` in the crewai package for `uv tool install`, fixes unreliable file input handling, and resolves incomplete tool result histories for Snowflake Claude. pip-audit CVEs for `aiohttp`, `docling`, and `docling-core` are patched. On the refactoring side, `flow.py` has been split into separate DSL, definition, and runtime modules, conversational logic has been decoupled from the runtime into a `conversational_definition`, and flow condition evaluation has been simplified to be stateless per event. Import speed is improved by lazy-loading `docling` imports.
Key facts
- 01CrewAI `1.14.7` was released on June 11 2026 by greysonlalonde.
- 02Adds a native Snowflake Cortex LLM provider, including a new Snowflake integration guide.
- 03Introduces pluggable default backends for memory, knowledge, RAG, and flow components.
- 04Adds a chat API for conversational flows and decouples conversational logic into a `conversational_definition`.
- 05LLM events now surface real `finish_reason`, sampling params, and `response.id`.
- 06Resolves pip-audit CVEs for `aiohttp`, `docling`, and `docling-core`.
- 07`flow.py` is split into DSL, definition, and runtime modules; `docling` imports are lazy-loaded to improve import speed.
Topics
Summary and scoring are generated automatically from the original article. We always link back to the publisher and never republish images or paywalled content. Last processed Jun 12, 2026 · 10:05 UTC. How this works →