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Follow a memory from an agent conversation into a bank, then decide when recall or reflection is warranted.
Hindsight explained: what an agent can keep between sessionsHindsightvectorize-io/hindsight
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01·3 min read·Search intent: Learning
Follow a memory from an agent conversation into a bank, then decide when recall or reflection is warranted.
Hindsight explained: what an agent can keep between sessionsHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Run the documented client path with fictional data and check each operation separately.
Hindsight quickstart: retain, recall and reflect in a small testHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Choose between an embedded trial, external PostgreSQL and managed operation without confusing their failure modes.
Deploying Hindsight: keep storage, credentials and network exposure separateHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Map the documented memory path before judging relevance, freshness or isolation.
Hindsight architecture: a bank through ingestion, retrieval and synthesisHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Use a fixed revision to see where a convenience method ends and server behavior begins.
Hindsight source code: trace the Python client into the memory engineHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Build a small evaluation that can fail visibly before trusting a public benchmark claim.
Measuring Hindsight: retrieval quality, latency and model spendHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Review data handling before a long-lived bank acquires personal or secret information.
Operating Hindsight safely: sensitive memories and bank boundariesHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Compare it with a small retrieval layer or summary only on a representative task.
Choosing Hindsight: when persistent agent memory is worth the workHindsightvectorize-io/hindsight
·3 min read·Search intent: Learning
Create a small, auditable fixture that records corrections, retrieval misses and costs.
Build a Hindsight memory evaluation notebookHindsightvectorize-io/hindsight
