TeleAI-UAGI/telemem — TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-t…

Description and use

TeleMem is an open‑source, high‑performance drop‑in replacement for Mem0 that provides semantic deduplication, persistent long‑term dialogue memory, and multimodal video reasoning capabilities. Designed for orchestration and AI/ML workflows, it enables developers to store, retrieve, and reason over large volumes of textual and visual context efficiently. The project offers seamless integration with existing systems while delivering fast, scalable memory management for advanced conversational agents.

Problem

TeleAI-UAGI/telemem helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

Source