Adaptive thinking (Claude Opus 4.7+) is now implemented natively in the
vxcontrol/langchaingo fork (v0.1.14-update.6): the anthropic and bedrock clients
emit thinking.type=adaptive + output_config.effort and omit the sampling params
adaptive models reject. PentAGI no longer patches the serialized request body.
- pconfig.PrepareAdaptiveCallOptions appends llms.WithAdaptiveReasoning; the
ctx-effort plumbing (WithAdaptiveEffort/AdaptiveEffortFromContext) is removed.
- Delete the bedrock smithy Build middleware and anthropic http RoundTripper
(adaptive_thinking.go + tests in both packages) that rewrote the request body.
- Bump the langchaingo require to v0.1.14-update.6; refresh llms_how_to.md.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- GraphQL/REST CRUD + semantic search for knowledge documents
- KnowledgeStore with admin/user-scoped filtering, re-embedding on update
- Real-time subscriptions (created/updated/deleted) per user and admin
- user_id tracking in all agent-stored documents (guide/answer/code/memory)
- sqlc queries, goose migrations, privilege grants, user_id backfill
- Memory cleanup on flow deletion; stale orphan purge via migration
- Unit tests for all KnowledgeStore operations including security cases
- Frontend GraphQL schema and TypeScript types regenerated
- Introduce CONTRIBUTING.md for license compliance guidelines for developers.
- Update Dockerfile to generate license reports for frontend and backend dependencies.
- Add scripts for generating license reports and include them in the Docker build process.
- Create README.md and .gitignore files in the licenses directory for better organization.
- Update go.mod and go.sum to use the latest versions of vxcontrol dependencies.
This enhances the project's compliance with licensing requirements and improves dependency management.
