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Clean up release highlights copy and removing emdash from the docs (#5984)

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Kartik
2026-06-29 21:27:53 +05:30
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docs/api-reference/memory/add-memories.mdx
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@@ -4,7 +4,7 @@ description: "Add facts, messages, or metadata to a user memory store with async
openapi: post /v3/memories/add/
---
Extract and store memories from a conversation using the V3 additive pipeline. The endpoint uses single-pass ADD-only extraction — one LLM call, no UPDATE/DELETE. Memories accumulate over time; nothing is overwritten.
Extract and store memories from a conversation using the V3 additive pipeline. The endpoint uses single-pass ADD-only extraction: one LLM call, no UPDATE/DELETE. Memories accumulate over time; nothing is overwritten.
## Endpoint
docs/api-reference/memory/get-memories.mdx
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openapi: post /v3/memories/
---
List memories scoped by filters with paginated results. Entity IDs (`user_id`, `agent_id`, `app_id`, `run_id`) **must** be passed inside the `filters` object — top-level entity IDs are rejected with 400.
List memories scoped by filters with paginated results. Entity IDs (`user_id`, `agent_id`, `app_id`, `run_id`) **must** be passed inside the `filters` object: top-level entity IDs are rejected with 400.
Expired memories are hidden by default. Pass `show_expired: true` to include memories whose `expiration_date` has passed.
docs/api-reference/memory/search-memories.mdx
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@@ -4,9 +4,9 @@ description: "Search memories with hybrid retrieval (semantic + BM25 + entity ma
openapi: post /v3/memories/search/
---
Relevance-ranked hybrid search across stored memories. V3 uses multi-signal retrieval — semantic, BM25 keyword, and entity matching scored in parallel and fused. The returned `score` is a combined `[0, 1]` value.
Relevance-ranked hybrid search across stored memories. V3 uses multi-signal retrieval: semantic, BM25 keyword, and entity matching scored in parallel and fused. The returned `score` is a combined `[0, 1]` value.
Entity IDs (`user_id`, `agent_id`, `app_id`, `run_id`) **must** be passed inside the `filters` object — top-level entity IDs are rejected with 400. At least one entity ID is required.
Entity IDs (`user_id`, `agent_id`, `app_id`, `run_id`) **must** be passed inside the `filters` object: top-level entity IDs are rejected with 400. At least one entity ID is required.
Expired memories are hidden by default. Pass `show_expired: true` to include memories whose `expiration_date` has passed.