Add long-term (OCG-backed) agent memory compilation to agentspan-server - #1314
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NicholasDCole wants to merge 44 commits into
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Add long-term (OCG-backed) agent memory compilation to agentspan-server#1314NicholasDCole wants to merge 44 commits into
NicholasDCole wants to merge 44 commits into
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Ports the server side of agentspan-ai/agentspan#298: agents configured with longTermMemory get compiler-inlined memory steps — pre-loop retrieval (search HTTP -> format INLINE -> _ltm_context variable injected as an LLM system message) and post-loop distill/save/ feedback-links tasks, plus an optional feedback_sink SIMPLE worker task. All memory tasks are optional=true so a memory outage never fails the agent. Adaptations for this repo: credential headers resolve via ${workflow.secrets.NAME} (this host has no CredentialAwareHttpTask, so the inert #{NAME} form would never resolve), no __agentspan_ctx__ forwarding, and the distill model falls back to the agent's own model when summaryModel is unset (ModelParser.parse(null) throws). Also ports the topLevelOnly executions-search filter and the media input-template default that fixes the inbound-webhook NPE. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
# Conflicts: # agentspan/src/test/java/org/conductoross/conductor/ai/agentspan/runtime/compiler/LongTermMemoryCompilerTest.java # common/src/main/java/org/conductoross/conductor/common/metadata/agent/LongTermMemoryConfig.java
This reverts commit 610c001.
This reverts commit 3bf6f8d.
This reverts commit 26d271d.
# Conflicts: # agentspan/src/main/java/org/conductoross/conductor/ai/agentspan/runtime/controller/AgentController.java # agentspan/src/main/java/org/conductoross/conductor/ai/agentspan/runtime/service/AgentService.java # agentspan/src/test/java/org/conductoross/conductor/ai/agentspan/runtime/service/AgentServiceTokenAggregationTest.java # ui-next/src/pages/execution/AgentExecution/AgentRunView.test.tsx
# Conflicts: # core/src/main/java/com/netflix/conductor/core/execution/tasks/Join.java # core/src/test/java/com/netflix/conductor/core/execution/tasks/JoinTest.java
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Overview
Adds OCG-backed long-term memory for AgentSpan agents, plus the supporting MCP and execution UI work.
OCG memory
ocg_memory_captureworkflow. OCG handles folding, summaries, ranking, and retention.MCP and execution UX
The screenshots below show the end-to-end experience.