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hindsight-hermes

Persistent long-term memory for Hermes Agent using Hindsight. Automatically recalls relevant context before every LLM call and retains conversations for future sessions.

Quick Start

# 1. Install into Hermes's Python environment
uv pip install hindsight-hermes --python $HOME/.hermes/hermes-agent/venv/bin/python

# 2. Configure
mkdir -p ~/.hindsight
cat > ~/.hindsight/hermes.json << 'EOF'
{
  "hindsightApiUrl": "http://localhost:9077",
  "bankId": "hermes"
}
EOF

# 3. Start Hermes — the plugin activates automatically
hermes

What it does

Automatic memory on every turn (via Hermes lifecycle hooks):

  • pre_llm_call — Recalls relevant memories and injects them into the system prompt. The model sees cross-session context automatically, no tool call needed.
  • post_llm_call — Retains the user/assistant exchange so it can be recalled in future sessions.

Three explicit tools (via Hermes plugin system):

  • hindsight_retain — Store information to long-term memory
  • hindsight_recall — Search long-term memory for relevant information
  • hindsight_reflect — Synthesize a reasoned answer from stored memories

The lifecycle hooks require hermes-agent with PR #2823 or later. On older versions, only the tools are registered — hooks are silently skipped.

Configuration

All settings live in ~/.hindsight/hermes.json. Environment variables override file values.

Same field names as the openclaw and claude-code integrations.

Example config

{
  "hindsightApiUrl": "http://localhost:9077",
  "bankId": "hermes",
  "autoRecall": true,
  "autoRetain": true,
  "recallBudget": "mid",
  "recallMaxTokens": 4096,
  "bankMission": "Focus on user preferences, project context, and technical decisions."
}

Connection

Setting Env Var Default Description
hindsightApiUrl HINDSIGHT_API_URL — Hindsight API URL
hindsightApiToken HINDSIGHT_API_TOKEN / HINDSIGHT_API_KEY — Auth token
apiPort HINDSIGHT_API_PORT 9077 Local daemon port
daemonIdleTimeout HINDSIGHT_DAEMON_IDLE_TIMEOUT 0 Idle shutdown (seconds, 0 = never)
embedVersion HINDSIGHT_EMBED_VERSION "latest" hindsight-embed version

Memory Bank

Setting Env Var Default Description
bankId HINDSIGHT_BANK_ID — Memory bank ID
bankMission HINDSIGHT_BANK_MISSION "" Agent purpose for the bank
retainMission — — Custom extraction prompt
bankIdPrefix — "" Prefix for bank IDs

Auto-Recall

Setting Env Var Default Description
autoRecall HINDSIGHT_AUTO_RECALL true Enable pre_llm_call recall
recallBudget HINDSIGHT_RECALL_BUDGET "mid" Effort: low/mid/high
recallMaxTokens HINDSIGHT_RECALL_MAX_TOKENS 4096 Max tokens in response
recallMaxQueryChars HINDSIGHT_RECALL_MAX_QUERY_CHARS 800 Max query chars
recallPromptPreamble — see below Header before recalled memories

Auto-Retain

Setting Env Var Default Description
autoRetain HINDSIGHT_AUTO_RETAIN true Enable post_llm_call retain
retainEveryNTurns — 1 Retain every Nth turn
retainOverlapTurns — 2 Overlap turns for continuity
retainRoles — ["user", "assistant"] Roles to retain

LLM (daemon mode)

Setting Env Var Default Description
llmProvider HINDSIGHT_LLM_PROVIDER auto-detect openai/anthropic/gemini/groq/ollama
llmModel HINDSIGHT_LLM_MODEL provider default Model override

Misc

Setting Env Var Default Description
debug HINDSIGHT_DEBUG false Debug logging

Disabling Hermes's built-in memory

Hermes has a built-in memory tool that saves to local files. Disable it so the LLM uses Hindsight instead:

hermes tools disable memory

Troubleshooting

Plugin not loading — verify the entry point:

python -c "
import importlib.metadata
eps = importlib.metadata.entry_points(group='hermes_agent.plugins')
print(list(eps))
"

Tools missing from /tools — the plugin skips registration when hindsightApiUrl is not configured. Check ~/.hindsight/hermes.json or env vars.

Connection refused — verify the API is running: curl http://localhost:9077/health

No memories recalled — memories need at least one retain cycle. Store a fact, start a new session, then ask about it.

Metadata

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