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December 19, 2025
FeatureImprovement
Version 4.2026.0

Self-hosted reaches feature parity with Seekr-managed

This release brings self-hosted SeekrFlow to feature parity with Seekr-managed deployments, adding explainability, agent, fine-tuning, and ingestion capabilities to self-hosted environments.Explainability
  • Context attribution traces model responses to the retrieved context that informed them.
  • Data attribution links inference outputs to contributing training data.
Logfire-based tracing is not available in self-hosted deployments.
Agents
  • Tool Library v2 with expanded tool management.
  • Multi-agent orchestration is now generally available for coordinating agents across tools and tasks.
Fine-tuning
  • Vision-language fine-tuning for supported vision models.
  • Reinforcement-tuning reward functions for controlling which behaviors are reinforced during training.
Ingestion
  • Ingestion insights surface job status and failure diagnostics for ingestion pipelines.
Platform
  • vLLM upgrade (0.19.0) on ROCm for improved inference on AMD GPUs.
  • Chainguard-based container images for a hardened, minimal-CVE deployment footprint.
September 30, 2025
Feature
Version 4.x.x

Initial self-hosted release of SeekrFlow

First self-hosted release of SeekrFlow, bringing the platform to customer-managed environments with fine-tuning, inference, agent, and ingestion capabilities.Agents
  • Docstring validation for improved agent runtime performance.
Fine-tuning
  • Reinforcement tuning (GRPO).
Ingestion
  • Faster ingestion with pipeline performance improvements.
AI-ready data
  • Quality improvements to principle alignment.
Inference
  • vLLM upgrade (0.11.1).
  • Expanded selection of supported models.
Authentication
  • Authentication support for custom solutions.
Last modified on June 24, 2026