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.NET: added Mem0Sharp integration for in-memory storage in agent samples. - #7792

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Roger Barreto (rogerbarreto) merged 7 commits into
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jihadkhawaja:dotnet-mem0sharp-long-term-memory-sample
Aug 25, 2026
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.NET: added Mem0Sharp integration for in-memory storage in agent samples.#7792
Roger Barreto (rogerbarreto) merged 7 commits into
microsoft:mainfrom
jihadkhawaja:dotnet-mem0sharp-long-term-memory-sample

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Jay Khawaja (Jay Khawaja (@jihadkhawaja)) please read the following Contributor License Agreement(CLA). If you agree with the CLA, please reply with the following information.

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@agent-framework-automation agent-framework-automation Bot added documentation Usage: [Issues, PRs], Target: documentation in the code base and learn docs .NET Usage: [Issues, PRs], Target: .Net labels Aug 20, 2026

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Pull request overview

Adds a Mem0Sharp-based in-memory provider sample demonstrating memory sharing across agent sessions.

Changes:

  • Adds the Mem0Sharp provider and runnable sample.
  • Documents configuration and persistence alternatives.
  • Registers the dependency and sample project.

Reviewed changes

Copilot reviewed 7 out of 7 changed files in this pull request and generated 4 comments.

Show a summary per file
File Description
AgentWithMemory/README.md Links the new sample.
Step09.../README.md Documents setup and storage providers.
Step09.../Program.cs Demonstrates cross-session recall.
Step09.../Mem0SharpProvider.cs Implements memory storage and retrieval.
Step09...csproj Defines dependencies and framework reference.
Directory.Packages.props Pins Mem0Sharp 0.2.1.
agent-framework-dotnet.slnx Registers the sample project.
Suppressed comments (2)

dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step09_MemoryUsingMem0Sharp/Mem0SharpProvider.cs:28

  • GetAllAsync injects every memory for the user on every invocation. With the persistent stores documented for this provider, prompt size and retrieval cost grow without bound and unrelated memories are labeled as relevant; use the current external request text to call Mem0Sharp's bounded SearchAsync instead.
        var memories = await memory.GetAllAsync(
            new MemoryFilter(UserId: userId),
            cancellationToken: cancellationToken);

dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step09_MemoryUsingMem0Sharp/Mem0SharpProvider.cs:34

  • These memories originate verbatim from user messages, but placing them in Instructions promotes that untrusted text to the model's instruction channel. A user can persist an instruction in one session and have it override behavior in later sessions. Return the recalled text as a user-role context message instead, matching the repository's built-in memory providers.
                Instructions = $"Relevant memories for this user:\n{string.Join(Environment.NewLine, memories.Select(item => $"- {item.Text}"))}",

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@github-actions github-actions Bot changed the title added Mem0Sharp integration for in-memory storage in agent samples. .NET: added Mem0Sharp integration for in-memory storage in agent samples. Aug 20, 2026
@rogerbarreto

Roger Barreto (rogerbarreto) commented Aug 21, 2026

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Hi Jay Khawaja (@jihadkhawaja) Thanks for the contribution.

Please make this change as a README.md only file that points to your MAF sample in the original repo.

https://github.com/jihadkhawaja/mem0sharp/blob/main/samples/AgentFrameworkMemory/README.md

Additionally would be interesting to make your library also multi TFM net8,9 + netstandard 2.0 friendly for a more broader audience.

@jihadkhawaja

Jay Khawaja (jihadkhawaja) commented Aug 21, 2026

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Roger Barreto (@rogerbarreto) done, Also added support for multi TFM (net8,9 and netstandard 2.0), thanks!

This was referenced Sep 1, 2026
Mohammed Sanaullah (sanaullahmohammed) pushed a commit to sanaullahmohammed/NexusOps that referenced this pull request Sep 3, 2026
Updated
[Microsoft.Agents.AI](https://github.com/microsoft/agent-framework) from
1.19.0 to 1.20.0.

<details>
<summary>Release notes</summary>

_Sourced from [Microsoft.Agents.AI's
releases](https://github.com/microsoft/agent-framework/releases)._

## 1.20.0

## What's Changed
* .NET: Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.6.10 to 4.0.101.8
by @​dependabot[bot] in
microsoft/agent-framework#7829
* .NET: Stabilize Foundry recovery tests by @​rogerbarreto in
microsoft/agent-framework#7817
* .NET: fix: preserve Responses logprobs field by @​he-yufeng in
microsoft/agent-framework#5860
* .NET: Honor cancellation for Foundry-hosted workflow responses by
@​rogerbarreto with @​Copilot in
microsoft/agent-framework#7842
* .NET: Use Responses API for hosted web search in AG-UI by
@​rogerbarreto with @​Copilot in
microsoft/agent-framework#7843
* .NET: Bump Aspire.Hosting from 13.1.0 to 13.5.2 by @​dependabot[bot]
in microsoft/agent-framework#7826
* .NET: Suppress false positive Zip Slip alert by @​SergeyMenshykh in
microsoft/agent-framework#7858
* .NET: added Mem0Sharp integration for in-memory storage in agent
samples. by @​jihadkhawaja in
microsoft/agent-framework#7792
* .NET: Annotate DevUI aggregator static-analysis false positives by
@​SergeyMenshykh in
microsoft/agent-framework#7864
* .NET: Rename CommunityToolkit.VectorData.CosmosNoSql to AzureCosmosDB
by @​adamsitnik in
microsoft/agent-framework#7878
* .NET: chore: upgrades aspnet openapi dependency by @​baywet in
microsoft/agent-framework#7870
* .NET: Simplify A2A function tool samples by @​SergeyMenshykh in
microsoft/agent-framework#7861
* .NET: Bump Azure.AI.AgentServer.Invocations from 1.0.0-beta.5 to
1.0.0-beta.6 by @​dependabot[bot] in
microsoft/agent-framework#7886
* .NET: docs: updates the contributing information for CFS users by
@​baywet in microsoft/agent-framework#7869
* Bump CommunityToolkit.VectorData.InMemory from 1.0.0 to 1.0.1 by
@​dependabot[bot] in
microsoft/agent-framework#7888
* .NET: Remove retired OpenAI Assistants integration tests by
@​rogerbarreto in microsoft/agent-framework#7896
* .NET: Simplify A2A client-server sample by @​SergeyMenshykh in
microsoft/agent-framework#7891
* Bump Dapr.AI.Microsoft.Extensions from 1.18.4 to 1.18.5 by
@​dependabot[bot] in
microsoft/agent-framework#7889
* .NET: docs/workflow fileinput sample dotnet by @​baywet in
microsoft/agent-framework#7913
* .NET: Add timeout for wait-for-first-completion by @​westey-m in
microsoft/agent-framework#7911
* .NET: Fix duplicate Foundry AgentHost port binding by @​rogerbarreto
in microsoft/agent-framework#7932
* .NET: tests: removes dependency on fluent assersion because of
licensing concerns by @​baywet in
microsoft/agent-framework#7938
* .NET: docs(decisions): resolve duplicate ADR sequence numbers (0016,
0021, 0024) by @​jluocsa in
microsoft/agent-framework#6046
* .NET: Bump Azure.Core from 1.61.0 to 1.62.0 by @​dependabot[bot] in
microsoft/agent-framework#7954
* .NET: Improve Cosmos DB Emulator startup reliability by @​TheovanKraay
in microsoft/agent-framework#3932
* .NET: add public API analyzers by @​baywet in
microsoft/agent-framework#7935
* .NET: Update version for 1.20.0 release by @​SergeyMenshykh in
microsoft/agent-framework#7972

## New Contributors
* @​madanmishra1223 made their first contribution in
microsoft/agent-framework#7705
* @​YashvantHange made their first contribution in
microsoft/agent-framework#7850
* @​jihadkhawaja made their first contribution in
microsoft/agent-framework#7792
* @​adamsitnik made their first contribution in
microsoft/agent-framework#7878
* @​baywet made their first contribution in
microsoft/agent-framework#7870
* @​Namraa310806 made their first contribution in
microsoft/agent-framework#7901
* @​Sweetteabittersugar made their first contribution in
microsoft/agent-framework#7903
* @​shoemoney made their first contribution in
microsoft/agent-framework#7837
* @​jluocsa made their first contribution in
microsoft/agent-framework#6046

**Full Changelog**:
microsoft/agent-framework@dotnet-1.19.0...dotnet-1.20.0

Commits viewable in [compare
view](microsoft/agent-framework@dotnet-1.19.0...dotnet-1.20.0).
</details>

Updated
[Microsoft.Agents.AI.OpenAI](https://github.com/microsoft/agent-framework)
from 1.19.0 to 1.20.0.

<details>
<summary>Release notes</summary>

_Sourced from [Microsoft.Agents.AI.OpenAI's
releases](https://github.com/microsoft/agent-framework/releases)._

## 1.20.0

## What's Changed
* .NET: Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.6.10 to 4.0.101.8
by @​dependabot[bot] in
microsoft/agent-framework#7829
* .NET: Stabilize Foundry recovery tests by @​rogerbarreto in
microsoft/agent-framework#7817
* .NET: fix: preserve Responses logprobs field by @​he-yufeng in
microsoft/agent-framework#5860
* .NET: Honor cancellation for Foundry-hosted workflow responses by
@​rogerbarreto with @​Copilot in
microsoft/agent-framework#7842
* .NET: Use Responses API for hosted web search in AG-UI by
@​rogerbarreto with @​Copilot in
microsoft/agent-framework#7843
* .NET: Bump Aspire.Hosting from 13.1.0 to 13.5.2 by @​dependabot[bot]
in microsoft/agent-framework#7826
* .NET: Suppress false positive Zip Slip alert by @​SergeyMenshykh in
microsoft/agent-framework#7858
* .NET: added Mem0Sharp integration for in-memory storage in agent
samples. by @​jihadkhawaja in
microsoft/agent-framework#7792
* .NET: Annotate DevUI aggregator static-analysis false positives by
@​SergeyMenshykh in
microsoft/agent-framework#7864
* .NET: Rename CommunityToolkit.VectorData.CosmosNoSql to AzureCosmosDB
by @​adamsitnik in
microsoft/agent-framework#7878
* .NET: chore: upgrades aspnet openapi dependency by @​baywet in
microsoft/agent-framework#7870
* .NET: Simplify A2A function tool samples by @​SergeyMenshykh in
microsoft/agent-framework#7861
* .NET: Bump Azure.AI.AgentServer.Invocations from 1.0.0-beta.5 to
1.0.0-beta.6 by @​dependabot[bot] in
microsoft/agent-framework#7886
* .NET: docs: updates the contributing information for CFS users by
@​baywet in microsoft/agent-framework#7869
* Bump CommunityToolkit.VectorData.InMemory from 1.0.0 to 1.0.1 by
@​dependabot[bot] in
microsoft/agent-framework#7888
* .NET: Remove retired OpenAI Assistants integration tests by
@​rogerbarreto in microsoft/agent-framework#7896
* .NET: Simplify A2A client-server sample by @​SergeyMenshykh in
microsoft/agent-framework#7891
* Bump Dapr.AI.Microsoft.Extensions from 1.18.4 to 1.18.5 by
@​dependabot[bot] in
microsoft/agent-framework#7889
* .NET: docs/workflow fileinput sample dotnet by @​baywet in
microsoft/agent-framework#7913
* .NET: Add timeout for wait-for-first-completion by @​westey-m in
microsoft/agent-framework#7911
* .NET: Fix duplicate Foundry AgentHost port binding by @​rogerbarreto
in microsoft/agent-framework#7932
* .NET: tests: removes dependency on fluent assersion because of
licensing concerns by @​baywet in
microsoft/agent-framework#7938
* .NET: docs(decisions): resolve duplicate ADR sequence numbers (0016,
0021, 0024) by @​jluocsa in
microsoft/agent-framework#6046
* .NET: Bump Azure.Core from 1.61.0 to 1.62.0 by @​dependabot[bot] in
microsoft/agent-framework#7954
* .NET: Improve Cosmos DB Emulator startup reliability by @​TheovanKraay
in microsoft/agent-framework#3932
* .NET: add public API analyzers by @​baywet in
microsoft/agent-framework#7935
* .NET: Update version for 1.20.0 release by @​SergeyMenshykh in
microsoft/agent-framework#7972

## New Contributors
* @​madanmishra1223 made their first contribution in
microsoft/agent-framework#7705
* @​YashvantHange made their first contribution in
microsoft/agent-framework#7850
* @​jihadkhawaja made their first contribution in
microsoft/agent-framework#7792
* @​adamsitnik made their first contribution in
microsoft/agent-framework#7878
* @​baywet made their first contribution in
microsoft/agent-framework#7870
* @​Namraa310806 made their first contribution in
microsoft/agent-framework#7901
* @​Sweetteabittersugar made their first contribution in
microsoft/agent-framework#7903
* @​shoemoney made their first contribution in
microsoft/agent-framework#7837
* @​jluocsa made their first contribution in
microsoft/agent-framework#6046

**Full Changelog**:
microsoft/agent-framework@dotnet-1.19.0...dotnet-1.20.0

Commits viewable in [compare
view](microsoft/agent-framework@dotnet-1.19.0...dotnet-1.20.0).
</details>

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alter it yourself. You can also trigger a rebase manually by commenting
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