Create and manage tools from Agent Builder

The Tool Library is now accessible from the SeekrFlow web interface, giving you a dedicated workspace to create and manage tools without writing code. Navigate to Agent Builder > Tool Library in the sidebar.

From the Tool Library you can:

• Create tools – Build File Search and Web Search tools directly in Agent Builder, including tool instructions and, for File Search, source files and search parameters.
• View and manage tools – See all your tools in one place with status indicators, creation dates, and last modified dates.
• Inspect tool details – Click any tool to see its full configuration, model information, and which agents are using it.
• Edit, clone, and delete – Manage tools from either the list view or the tool summary panel.

Trace agent responses to their sources

Each sentence or chunk of an agent's response is shaded to reflect how heavily it relied on retrieved context. Clicking any sentence surfaces its top contributing sources ranked by influence score. Attribution covers vector DB retrieval and web search.

Controls for evidence depth, granularity, and influence filtering are user-configurable and persist per agent thread. Attribution can run automatically alongside a response at inference time, or be applied post-inference to any existing output.

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Note

Attribution currently covers vector DB retrieval and web search tool results. Custom tools and sub-agents are not in scope for this release.

Self-hosted platform update

This update expands platform availability and adds new capabilities across agents, orchestration, and deployment environments.

New platform support

SeekrFlow now supports Oracle Cloud Infrastructure (OCI). Organizations can deploy SeekrFlow on OCI environments running NVIDIA GPUs, expanding deployment options for customers with Oracle cloud infrastructure requirements. OCI support currently includes:

• SeekrFlow UI
• SeekrFlow API

Agents

• Tool Library support for agents
• Multi-Agentic Orchestration (Beta) — agents can coordinate across multiple tools and tasks

Platform

• OCI deployment support via Helm
• vLLM upgrade improving inference performance on NVIDIA GPUs

Parallel tool execution for agents

SeekrFlow agents now support parallel execution of tool plans, improving efficiency for runs that involve multiple independent tool calls. The planner can express execution dependencies between steps, so tool calls without dependencies are executed concurrently.

Capabilities:

• Planner-generated execution plans support dependency-aware step ordering
• Independent tool calls can be executed in parallel rather than strictly sequentially
• Executor automatically resolves execution order based on planner-defined dependencies

This improves the efficiency of agent runs that require multiple tool invocations, particularly when steps can be performed independently.