The Graphiti container shipped with docker-compose-graphiti.yml only
takes OPENAI_API_KEY and OPEN_AI_SERVER_URL for entity extraction.
PentAGI configures many other LLM providers (Anthropic, Google AI,
AWS Bedrock, DeepSeek, GLM, Kimi, Qwen) for the main flow, but those
credentials are not consumed by Graphiti today. Until that changes,
operators need to plan around an OpenAI-compatible endpoint just for
the knowledge graph.
This commit makes the limitation visible in two surfaces without
changing runtime behavior:
- README.md: Adds a beta callout at the top of the Knowledge Graph
Integration section and a new 'Current Limitations' subsection
covering provider scope, fixed model, independent billing, and the
lack of an in-app graph explorer.
- backend/docs/config.md: Mirrors the beta callout under Graphiti
Knowledge Graph Settings and adds a 'Current Limitations (Beta)'
subsection with the same constraints, so config-focused readers
see the same message.
Both notes explicitly point at the simple fallback: leave
GRAPHITI_ENABLED=false if the deployment cannot reach an
OpenAI-compatible endpoint.
Refs #187
Signed-off-by: mason5052 <ehehwnwjs5052@gmail.com>
- Added methods for non-recursive directory listing and file stat operations in the Docker client.
- Implemented a new API endpoint to retrieve files from a running container's directory.
- Updated documentation to reflect new file operations and API changes.
- Introduced data structures for container file metadata and integrated them into the flow file service.
- Enhanced flow file management capabilities with improved synchronization between local and container file systems.
- new get_flow_status / stop_flow / submit_flow_input / patch_flow_subtasks tools in assistant executor, backed by FlowWorker callbacks
- flowStatusTool supports 5 detail levels with verbose mode, polling for task readiness, and per-size summarization
- summarizer LRU cache (1000 entries, 4 h TTL, SHA-256 key) on flowProvider to skip redundant LLM calls
- updated assistant.tmpl with full flow management protocol: state reference, decision guide, constraints
- updated flow_execution.md with terminal timeout config, new tools, and cache
- Changed default terminal tool timeout from 600 to 1200 seconds.
- Updated related documentation across .env.example, README.md, and config files to reflect the new timeout settings and their constraints.
- Enhanced descriptions in code comments and documentation to clarify timeout behavior, including clamping rules for values outside the accepted range.
mason5052