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Refactor memory types, working memory (breaking changes) #10

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Merged
merged 4 commits into from
May 24, 2025
Merged

Refactor memory types, working memory (breaking changes) #10

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654242f
Refactor memory types, working memory
abrookins May 24, 2025
8d7ef0b
Fixes after code review
abrookins May 24, 2025
afb916b
Improve test coverage
abrookins May 24, 2025
7cc8f8a
Remove dev files
abrookins May 24, 2025
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2 changes: 1 addition & 1 deletion .gitignore
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Expand Up @@ -10,7 +10,6 @@
# Icon must end with two \r
Icon


# Thumbnails
._*

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ENV/
env.bak/
venv.bak/
.venv/

# Spyder project settings
.spyderproject
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9 changes: 5 additions & 4 deletions README.md
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Expand Up @@ -114,11 +114,12 @@ The following endpoints are available:
- `between`: Between two values

## MCP Server Interface
Agent Memory Server offers an MCP (Model Context Protocol) server interface powered by FastMCP, providing tool-based long-term memory management:
Agent Memory Server offers an MCP (Model Context Protocol) server interface powered by FastMCP, providing tool-based memory management for LLMs and agents:

- **create_long_term_memories**: Store long-term memories.
- **search_memory**: Perform semantic search across long-term memories.
- **memory_prompt**: Generate prompts enriched with session context and long-term memories.
- **set_working_memory**: Set working memory for a session (like PUT /sessions/{id}/memory API). Stores structured memory records and JSON data in working memory with automatic promotion to long-term storage.
- **create_long_term_memories**: Create long-term memories directly, bypassing working memory. Useful for bulk memory creation.
- **search_long_term_memory**: Perform semantic search across long-term memories with advanced filtering options.
- **memory_prompt**: Generate prompts enriched with session context and long-term memories. Essential for retrieving relevant context before answering questions.

## Command Line Interface

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