Tagged articles

Recall Strategies

2 articles · Page 1 of 1

Aug 6, 2026 · Artificial Intelligence

Deconstructing TencentDB Agent Memory: How to Keep Agents Accurate Without Being Misled by Errors?

The article analyzes TencentDB Agent Memory’s design, breaking down its three‑stage write‑read‑governance pipeline, four‑level L0‑L3 hierarchy, object types, recall strategies, conflict handling, sharing rules, long‑task traceability, and practical testing guidelines to ensure past information helps future decisions while preserving provenance and error correction.

Agent MemoryGovernanceLLM

0 likes · 22 min read

Deconstructing TencentDB Agent Memory: How to Keep Agents Accurate Without Being Misled by Errors?

Meituan Technology Team

Jul 4, 2024 · Artificial Intelligence

Meituan Search Advertising: Evolution of Recall Strategies and Generative Approaches

Meituan’s search advertising has progressed from rule‑based keyword mining to hierarchical recall that partitions traffic and supply, and now to generative recall using large language models, chain‑of‑thought generation, diffusion‑enhanced multimodal vectors, and knowledge distillation, expanding the decision space while tackling compute and ROI challenges.

MeituanRecall Strategiesgenerative models

0 likes · 19 min read