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Author:
Surreal-Memory Contributors (upstream)
Summary:
Reflex-based memory system for AI agents with SurrealDB backend — retrieval through activation, not search
Latest version:
3.12.1
Required dependencies:
aiohttp
|
networkx
|
pydantic
|
rich
|
typer
|
typing-extensions
Optional dependencies:
aiosqlite
|
beautifulsoup4
|
chromadb
|
click
|
cognee
|
cryptography
|
fastapi
|
google-genai
|
graphiti-core
|
httpx
|
langchain-core
|
llama-index-core
|
markdownify
|
mem0ai
|
mike
|
mkdocs
|
mkdocs-material
|
mkdocstrings
|
mypy
|
numpy
|
openai
|
openpyxl
|
pre-commit
|
pymupdf4llm
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pytest-timeout
|
pytest-xdist
|
python-docx
|
python-multipart
|
python-pptx
|
ruff
|
sentence-transformers
|
spacy
|
surrealdb
|
uvicorn
|
watchdog
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