Krionis Orchestrator
A lightweight orchestration runtime built on top of Krionis Pipeline.
It enables batching, multi-agent workflows, and coordination for low-latency, multi-user RAG systems.
🤖 Key Features
⚡ Batching & Microbatching
- Queueing + scheduling for efficient parallel queries
- Smooth multi-user handling (no “stuck at starting”)
🕹 Agent Runtime
- Built-in agents: Retriever, Compressor, Reranker, Drafting, Validator, Dialogue, Coordinator
- Agents communicate, self-optimize, and hand off state until human approval
🔗 Provider Plug-ins
- Pluggable backends (local LLMs, APIs, hybrid deployments)
- Bridges directly to
krionis-pipeline
🌐 API + Web Interface
- REST endpoints for orchestration and multi-agent queries
- Minimal HTML UI for monitoring and interaction
🛡 Resilient Runtime
- Timeouts, retries, and cancellation built in
- Lightweight, works offline and in low-compute setups
🚀 Quickstart
Install:
pip install krionis-orchestrator
1 maintainer
Metadata
1 maintainer
Release files for rag-orchestrator 0.1.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| rag_orchestrator-0.1.1.tar.gz | 2.7 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| rag_orchestrator-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.0 kB
Release files / rag_orchestrator-0.1.1.tar.gz
| Download URL | rag_orchestrator-0.1.1.tar.gz |
|---|---|
| Size | 2.7 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.10.18
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Release files / rag_orchestrator-0.1.1-py3-none-any.whl
| Download URL | rag_orchestrator-0.1.1-py3-none-any.whl |
|---|---|
| Size | 2.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.10.18
|
Security for rag-orchestrator 0.1.1
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