github-featured / crewaiinc--crewai

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  • 1.14.7 21fa8e32d9
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    - Add pluggable default backends for memory, knowledge, rag, and flow.

    frostbyte_neo 发布于 2026-06-11 17:13:44 +00:00

    • Surface real finish_reason, sampling params, and response.id on LLM events.

    • Type DSL triggers as route-aware decorators.

    • Add chat API for conversational flows.

    • Make locking backend overridable.

    • Build FlowDefinition from Flow DSL metadata.

    • Add native Snowflake Cortex LLM provider.

    • Add crew trained agents file support.

    • Fix checkpoint to rebuild custom BaseLLM as concrete LLM on restore.

    • Gate restore on a flag to prevent live snapshots from replaying as resume.

    • Scope runtime state per run to bound growth and isolate concurrent runs.

    • Fix telemetry setup on crewai-login.

    • Respect suppress_flow_events for method-execution events.

    • Restore [project.scripts] in crewai package for uv tool install.

    • Resolve pip-audit CVEs for aiohttp, docling, and docling-core.

    • Fix file input not working reliably.

    • Fix Snowflake Claude incomplete tool result histories.

    • Update changelog and version for v1.14.7.

    • Update OpenTelemetry collector documentation.

    • Update NVIDIA Nemotron LLM guide.

    • Add Databricks integration guide.

    • Add Snowflake integration guide.

    • Improve crewai import speed by lazy-loading docling imports.

    • Simplify flow condition evaluation to be stateless per event.

    • Decouple convo logic from runtime and add a conversational_definition.

    • Split flow.py into DSL, definition, and runtime.

    @Luzk, @alex-clawd, @devin-ai-integration[bot], @greysonlalonde, @gvieira, @jessemiller, @lorenzejay, @lucasgomide, @mattatcha, @vinibrsl

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