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semantica/docs
Sameer KadamandKaifAhmad1 7a4810893a docs: improve agent memory guide onboarding and usage guidance (#691)
* docs: improve agent memory guide onboarding and usage guidance

* docs: align Agent Memory guide with persistence implementation

* docs: fix misleading index_path persistence claim across guides

VectorStore's index_path kwarg is silently absorbed into FAISSStore's
**config and never read anywhere in faiss_store.py, so it does not make
the FAISS index persist across restarts as several docs implied. Real
persistence requires an explicit VectorStore.save()/.load() call, or
AgentContext.save()/.load() which cascades to it.

- docs/reference/context.md: rewrite the "Persist your vector store"
  tip to explain the actual save()/load() mechanism instead of the
  dead index_path kwarg.
- docs/guides/graphrag.md, decision-intelligence.md, ingest.md,
  semantic-extraction.md: drop the dead index_path=... kwarg from
  VectorStore(backend="faiss", ...) constructor calls.

Follow-up to #691, which fixed the same false claim in
docs/guides/agent-memory.md but missed these other files.

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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
2026-07-02 17:40:42 +05:30
..
2026-06-17 13:26:19 +05:30
2026-06-29 15:20:26 +05:30