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KnowledgeMay 12, 2026·2 min de lecture

Statewave — Memory Runtime for AI Agents (API + SDKs)

Statewave is a self-hostable memory runtime: ingest episodes, compile memories, do semantic search, and build token-bounded context bundles via REST.

AI Open Source
AI Open Source · Community
Prêt pour agents

Cet actif peut être lu et installé directement par les agents

TokRepo expose une commande CLI universelle, un contrat d'installation, le metadata JSON, un plan selon l'adaptateur et le contenu raw pour aider les agents à juger l'adaptation, le risque et les prochaines actions.

Native · 94/100Policy : autoriser
Surface agent
Tout agent MCP/CLI
Type
Workflow
Installation
Manual
Confiance
Confiance : Established
Point d'entrée
uvicorn server.app:app --host 0.0.0.0 --port 8100
Commande CLI universelle
npx tokrepo install e900097c-4946-5899-829b-0b9db4c2adf7
contrat d'installationJSON metadataplan adaptateurcontenu raw
Introduction

Turn messy agent history into structured, searchable memory with an API contract: episodes → compiled memories → ranked context bundles for prompts.

Best for: Agent products that need durable memory beyond chat logs (support agents, coding agents, multi-channel assistants)

Works with: Self-hosted API (default localhost:8100); Python + TypeScript SDKs; modular connectors packages (per README)

Setup time: 15–30 minutes

Key facts (verified)

  • Quick start runs the API on port 8100 and exposes /docs and /redoc endpoints (per README).
  • API includes endpoints like POST /v1/episodes, POST /v1/memories/compile, and GET /v1/memories/search (per README table).
  • README lists connectors packages (e.g., GitHub/Slack/Markdown) as separate modular installs via npm.
  • GitHub: 214 stars · 1 forks; pushed 2026-05-11 (GitHub API verified).

Main

A memory workflow that stays practical:

  1. Ingest “episodes” as append-only facts (events, decisions, commits, incidents) — keep them small and timestamped.
  2. Compile memories on a schedule (or after a threshold) so retrieval stays fast and deterministic.
  3. Use semantic search for “similar past issues”, but always ask for source episode IDs so you can audit the chain.
  4. Build a token-bounded context bundle for prompts instead of dumping raw history.

Statewave’s API-first shape makes it easier to integrate multiple channels without rewriting memory logic per tool.

FAQ

Q: Do I need a GPU? A: No. The README says the API process is CPU-only; GPUs only matter if you self-host a model/compiler.

Q: Is there auth? A: Optional. The README mentions API keys via the X-API-Key header.

Q: Can I use it without connectors? A: Yes. The README says connectors live in a separate repo and are optional; they talk to the public HTTP API.

🙏

Source et remerciements

Source: https://github.com/smaramwbc/statewave > License: AGPL-3.0 > GitHub stars: 214 · forks: 1

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