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jayho-k
jayho-kCOMMUNITY
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search

Searches mem0 memories semantically and displays compact one-line results with category and date.

1|Updated Jan 13, 2022
Search Tags:#semantic search#search#agent memory#mem0#memory search#memory lookup
One-click install
npx skills add https://github.com/jayho-k/TIL --skill search-jayho-k
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: search
Source: https://github.com/jayho-k/TIL/tree/main/AI/mem0/code/mem0_code_analize/mem0/integrations/pi-agent-plugin/skills/search
Command: npx skills add https://github.com/jayho-k/TIL --skill search-jayho-k

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It lets you quickly check what has been recorded in your mem0 memory store without browsing full category details, and resolves memory ID citations into readable entries. ## Core Features & Use Cases - Semantic Memory Search: Runs a semantic query against the mem0 memory store via the mem0_memory tool and returns matching memories. - Compact Result Display: Shows each result as a one-liner with category, truncated content, date, and a short memory ID citation. - Direct ID Lookup: Detects UUID-style queries and treats them as direct memory lookups instead of searches. - Use Case: You remember telling the agent your favorite restaurants weeks ago. Run a search for "favorite restaurants" to confirm what was recorded and get the memory ID for later reference. ## Quick Start Ask the agent to search your memories for a topic, for example: search my memories for favorite restaurants.

Frequently Asked Questions about search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search my mem0 memories?▼

Provide a natural language query such as "favorite restaurants" and the skill calls the mem0_memory tool with action search. Results are shown as compact one-liners with category, date, and a short memory ID.

How do I look up a specific memory by ID in mem0?▼

Pass the memory's UUID-style identifier as the query. The skill detects the UUID pattern and performs a direct memory lookup instead of a semantic search.

What does a mem0 search result look like?▼

Each result is a single line containing the memory category in brackets, up to 80 characters of content, the recording date, and a short citation like [mem0:a3f8b2c1].

What happens when a mem0 search returns no results?▼

The skill displays a message stating that no memories match the query. You can then rephrase the query with different keywords or broader terms.

When should I use search instead of a full memory tour?▼

Use search for quick lookups, verifying whether something was recorded, or resolving memory ID citations. It is lighter than a full category-by-category memory tour.

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