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agent-framework/python/packages/mem0
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Evan Mattson 4b0522d62d Python: Bump Python package versions for a release (#5964)
* Bump Python package versions to 1.5.0 for a release

* Promote orchestrations to 1.0.0rc1

* ci(python-setup): merge dynamic exclude into existing workspace exclude

The python-setup action injected exclude = [...] verbatim into
[tool.uv.workspace], producing a duplicate 'exclude' key when the
section already had a static exclude. Scope the rewrite to the
[tool.uv.workspace] section and append the package to the existing
array when present; idempotent if the package is already excluded.

* Address Copilot review feedback: raise inter-package floors to 1.5.0

- foundry, foundry-local: agent-framework-openai >=1.4.0 -> >=1.5.0
- azure-contentunderstanding: agent-framework-foundry >=1.4.0 -> >=1.5.0
- azurefunctions: pin agent-framework-durabletask to >=1.0.0b260519,<2

Keeps lockstep cohort consistent and avoids mixed 1.4.x / 1.5.0 installs.

* Re-include azurefunctions and durabletask in the uv workspace

The pinned durabletask>=1.4.0 floor is enough to make resolution succeed;
the workspace exclude was over-correction and broke CI samples and pyright
type-checking (re-exports in agent_framework/azure/__init__.pyi plus
samples/04-hosting/{azure_functions,durabletask}/ could not resolve their
imports). Dropping them from agent-framework-core[all] still stands so the
metapackage does not pull them.

* Restore azurefunctions and durabletask in agent-framework-core[all]

The durabletask floor pin keeps users on the safe 1.4.0, so they are once
again included in the metapackage. Update CHANGELOG to reflect the pin
rather than an [all] removal.

* Raise uvicorn ceiling in ag-ui and devui to allow 0.42+

The root override-dependencies pins uvicorn[standard]>=0.34.0 (no upper)
and the workspace lock resolves to 0.47.0. The package ceiling <0.42.0
meant the workspace was no longer testing the declared supported range.
Bump to <1 so the lock fits within the declared bounds.

Also picked up by validate-dependency-bounds: refresh stale orchestrations
RC pin in devui dev deps.
4b0522d62d · 2026-05-20 09:20:53 +09:00
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Get Started with Microsoft Agent Framework Mem0

Please install this package via pip:

pip install agent-framework-mem0 --pre

Memory Context Provider

The Mem0 context provider enables persistent memory capabilities for your agents, allowing them to remember user preferences and conversation context across different sessions and threads.

Basic Usage Example

See the Mem0 basic example which demonstrates:

  • Setting up an agent with Mem0 context provider
  • Teaching the agent user preferences
  • Retrieving information using remembered context across new threads
  • Persistent memory

Telemetry

Mem0's telemetry is disabled by default when using this package. If you want to enable telemetry, set the environment variable before importing:

import os
os.environ["MEM0_TELEMETRY"] = "true"

from agent_framework.mem0 import Mem0ContextProvider