28e1e210ee
- Dedicated asyncio event loop for Hindsight async calls (fixes aiohttp session leaks) - Client caching (reuse instead of creating per-call) - Local mode daemon management with config change detection and auto-restart - Memory mode support (hybrid/context/tools) and prefetch method (recall/reflect) - Proper shutdown with event loop and client cleanup - Disable HindsightEmbedded.__del__ to avoid GC loop errors - Update API URLs (app -> ui.hindsight.vectorize.io, api_url -> base_url) - Setup wizard: conditional fields (when clause), dynamic defaults (default_from) - Switch dependency install from pip to uv (correct for uv-based venvs) - Add hindsight-all to plugin.yaml and import mapping - 12 new tests for dispatch routing and setup field filtering Original PR #5044 by cdbartholomew.
Hindsight Memory Provider
Long-term memory with knowledge graph, entity resolution, and multi-strategy retrieval. Supports cloud and local (embedded) modes.
Requirements
- Cloud: API key from ui.hindsight.vectorize.io
- Local: API key for a supported LLM provider (OpenAI, Anthropic, Gemini, Groq, MiniMax, or Ollama). Embeddings and reranking run locally — no additional API keys needed.
Setup
hermes memory setup # select "hindsight"
The setup wizard will install dependencies automatically via uv and walk you through configuration.
Or manually (cloud mode with defaults):
hermes config set memory.provider hindsight
echo "HINDSIGHT_API_KEY=your-key" >> ~/.hermes/.env
Cloud Mode
Connects to the Hindsight Cloud API. Requires an API key from ui.hindsight.vectorize.io.
Local Mode
Runs an embedded Hindsight server with built-in PostgreSQL. Requires an LLM API key (e.g. Groq, OpenAI, Anthropic) for memory extraction and synthesis. The daemon starts automatically in the background on first use and stops after 5 minutes of inactivity.
Daemon startup logs: ~/.hermes/logs/hindsight-embed.log
Daemon runtime logs: ~/.hindsight/profiles/<profile>.log
Config
Config file: ~/.hermes/hindsight/config.json
Connection
| Key | Default | Description |
|---|---|---|
mode |
cloud |
cloud or local |
api_url |
https://api.hindsight.vectorize.io |
API URL (cloud mode) |
api_url |
http://localhost:8888 |
API URL (local mode, unused — daemon manages its own port) |
Memory
| Key | Default | Description |
|---|---|---|
bank_id |
hermes |
Memory bank name |
budget |
mid |
Recall thoroughness: low / mid / high |
Integration
| Key | Default | Description |
|---|---|---|
memory_mode |
hybrid |
How memories are integrated into the agent |
prefetch_method |
recall |
Method for automatic context injection |
memory_mode:
hybrid— automatic context injection + tools available to the LLMcontext— automatic injection only, no tools exposedtools— tools only, no automatic injection
prefetch_method:
recall— injects raw memory facts (fast)reflect— injects LLM-synthesized summary (slower, more coherent)
Local Mode LLM
| Key | Default | Description |
|---|---|---|
llm_provider |
openai |
LLM provider: openai, anthropic, gemini, groq, minimax, ollama |
llm_model |
per-provider | Model name (e.g. gpt-4o-mini, openai/gpt-oss-120b) |
The LLM API key is stored in ~/.hermes/.env as HINDSIGHT_LLM_API_KEY.
Tools
Available in hybrid and tools memory modes:
| Tool | Description |
|---|---|
hindsight_retain |
Store information with auto entity extraction |
hindsight_recall |
Multi-strategy search (semantic + entity graph) |
hindsight_reflect |
Cross-memory synthesis (LLM-powered) |
Environment Variables
| Variable | Description |
|---|---|
HINDSIGHT_API_KEY |
API key for Hindsight Cloud |
HINDSIGHT_LLM_API_KEY |
LLM API key for local mode |
HINDSIGHT_API_URL |
Override API endpoint |
HINDSIGHT_BANK_ID |
Override bank name |
HINDSIGHT_BUDGET |
Override recall budget |
HINDSIGHT_MODE |
Override mode (cloud / local) |