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Acontext Roadmap

current version: v0.0

Integrations

We're always welcome to integrations PRs:

  • If your integrations involve SDK or cli changes, pull requests in this repo.
  • If your integrations are combining Acontext SDK and other frameworks, pull requests to https://github.com/memodb-io/Acontext-Examples where your templates can be downloaded through acontext-cli: acontext create my-proj --template-path "LANGUAGE/YOUR-TEMPLATE"

Long-term effort

  • Increase robustness; Reduce latency
  • Safer storage

v0.1

Disk - more agentic interface

  • Disk: file/dir sharing UI Component.

Session - Context Engineering

  • Session - Context Offloading based on Disks
  • Session Message labeling (e.g., like, dislike, feedback)
  • Session search: support session search by embedding similarity.

Session - Metadata

  • Session metadata: add metadata field (JSONB) and support filter

Observability

  • User telemetry observation, service chain observation
  • Improve internal service observation content

Dashboard

  • Observability dashboard: display user telemetry metrics and service chain traces
  • Internal service observation UI: visualize service health, latency, and error rates
  • Session Message labeling UI: interface for like/dislike/feedback actions
  • Disk operation observability: track file/dir sharing and artifact access metrics
  • Sandbox resource monitoring UI: display sandbox usage and performance metrics

Sandbox

  • Add sandbox resource in Acontext
  • Integrate Claude Skill

Sercurity&Privacy

  • Use project api key to encrypt context data in S3

Integration

  • Claude Agent SDK
  • OpenCode

LLM Integrations

  • Add litellm as the proxy