agent-framework

Dmytro Struk · 2025-12-16 18:51:44 +00:00

e319707058

Python : Ollama Connector for Agent Framework (#1104 )

* Initial Commit for Olama Connector

* Added Olama Sample

* Add Sample & Fixed Open Telemetry

* Fixed Spelling from Olama to Ollama

* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr

* Added Tool Calling

* Finalizing test cases

* Adjust samples to be more reliable

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/pyproject.toml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/tests/test_ollama_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Improved Docstrings & Sample

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics

* Revert setting, so it can be none

* Validate Message formatting between AF and Ollama

* Catch Ollama Error and raise a ServiceResponse Error

* Fix mypy error

* remove .vscode comma

* Add Reasoning support & adjust to new structure

* Add Ollama Multimodality and Reasoning

* Add test cases for reasoning

* Add Tests for Error Handling in Ollama Client

* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Integrated Copilot Feedback

* Implement first PR Feedback

* Adjust Readme files for examples

* Adjust argument passing via additional chat options

* Implemented PR Feedback

* Removing Ollama Package from Core and moving samples

* Fix Link & Adding Samples to Main Sample Readme

* Fixing Links in Readme

* Moved Multimodal and Chat Example

* Fixed Link in ChatClient to Ollama

* Fix AgentFramework Links in Ollama Project

* Fix observability breaking change

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

Nico Möller · 2025-12-16 15:02:38 +00:00

2f06fe557a

Python: Updated package versions (#2784 )

* Updated package versions

* Small fix

Dmytro Struk · 2025-12-11 18:39:08 +00:00

8d53b20026

Python: Updated package versions (#2737 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-09 22:58:45 +00:00

43302fb4cd

Updated package versions (#2643 )

Dmytro Struk · 2025-12-04 22:08:47 +00:00

f5786b2c5b

Python: Pin meta core (#2597 )

* pin core dependency in the meta package

* fix for mcp latest

* fix mypy

* test fix

* test fix

* fix tests for content parsing

Eduard van Valkenburg · 2025-12-03 18:19:17 +00:00

a81279d960

Python: Add sample to show handoff as agent with HITL (#2534 )

* Add sample to show handoff as agent with HITL

* Update uv.lock with latest pkg versions. Fix lint error.

* Upgrade grpcio to 1.76.0

* Handle grpcio versions

* Case insensitive compare for declarative

Evan Mattson · 2025-12-02 00:50:13 +00:00

e3b700ad9f

Python: renamed ai search and cleanup of samples and unified import logic (#2369 )

* renamed ai search and cleanup of samples and unified import logic

* fixed error messages

* fixed folder name

* remove old samples from readme

Eduard van Valkenburg · 2025-11-24 17:06:22 +00:00

9f43108ef1

Updated package versions (#2360 )

Dmytro Struk · 2025-11-20 16:07:10 -08:00

cf13e35c73

Python: Feature/azure ai search agentic rag (search as separate package) (#2328 )

* Python: Fix pyright errors and move search provider to core (#1546)

* address pablo coments

* update azure ai search pypi version to latest prev

* init update

* Fix MyPy type annotation errors in search provider

- Add type annotation to DEFAULT_CONTEXT_PROMPT
- Add type annotation to vectorizable_fields
- Add union type annotation to vector_queries

* Fix DEFAULT_CONTEXT_PROMPT MyPy error and update test

- Rename DEFAULT_CONTEXT_PROMPT to _DEFAULT_SEARCH_CONTEXT_PROMPT to avoid conflict with base class Final variable
- Update test to use new constant name
- All core package tests passing (1123 passed)

* Python: Move Azure AI Search to separate package per PR feedback

Addresses reviewer feedback from PR #1546 by isolating the beta dependency
(azure-search-documents==11.7.0b2) into a new agent-framework-aisearch package.

Changes:
- Created new agent-framework-aisearch package with complete structure
- Moved AzureAISearchContextProvider from core to aisearch package
- Added AzureAISearchSettings class for environment variable auto-loading
- Added support for direct API key string (auto-converts to AzureKeyCredential)
- Added azure_openai_api_key parameter for Knowledge Base authentication
- Updated embedding_function type to Callable[[str], Awaitable[list[float]]]
- Moved Role import to top-level imports
- Maintained lazy loading through agent_framework.azure module
- Removed beta dependency from core package
- Updated all tests to use new package location
- All quality checks pass: ruff format/lint, pyright, mypy (0 errors)
- All 21 unit tests pass with 59% coverage

Semantic search mode verified working with both API key and managed identity authentication.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Python: Clarify top_k parameter only applies to semantic mode

Updated documentation to clarify that the top_k parameter only affects
semantic search mode. In agentic mode, the server-side Knowledge Base
determines retrieval based on query complexity and reasoning effort.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Python: Add Knowledge Base output mode and retrieval reasoning effort parameters

Added support for configurable Knowledge Base behavior in agentic mode:

- knowledge_base_output_mode: "extractive_data" (default) or "answer_synthesis"
  Some knowledge sources require answer_synthesis mode for proper functionality.

- retrieval_reasoning_effort: "minimal" (default), "medium", or "low"
  Controls query planning complexity and multi-hop reasoning depth.

These parameters give users fine-grained control over Knowledge Base behavior
and enable support for knowledge sources that require answer synthesis.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* effort and outputmode query params

* Address PR review feedback for Azure AI Search context provider

* comments eduward

* ed latest comments

---------

Co-authored-by: Farzad Sunavala <farzad.sunavala.enovate.ai>
Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>

Farzad Sunavala · 2025-11-20 22:34:46 +00:00

04e711cd55

Python: Introducing support for declarative yaml spec (#2002 )

* first work on declarative

* initial version of the declarative support

* fix tests and mypy

* fix parameters of functiontool

* slight logic improvement

* remove path until merge

* updates from comments

* create dispatcher and spec type, json_schema method

* fix mypy, skipping model

* updated lock

* fixed declarative tests and renamed some other test files

* refined loader

* updated lock

* fix mypy

* added readme to samples folder

* fixes from review

* undid test file rename

Eduard van Valkenburg · 2025-11-19 16:33:02 +00:00

92df9e14bf

Python: fix all to include the latest and made that single source of truth (#2303 )

* fix all to include the latest and made that single source of truth

* add lab

Eduard van Valkenburg · 2025-11-19 16:09:28 +00:00

d2d0f46e15

Python: Updated package versions (#2238 )

* Updated package versions

* Small fix

* Small fix

Dmytro Struk · 2025-11-15 00:42:41 +00:00

c7e7020c32

Python: pre-commit improvements (#2222 )

* pre-commit improvements

* updated lock

* fix for globbing

* reuse logic for mypy

* updated ci-mypy

Eduard van Valkenburg · 2025-11-14 18:00:25 +00:00

9e69e66cfe

Python: Updated package versions (#2165 )

* Updated package versions

* Reverted package version update for ag-ui

* Updated changelog file

Dmytro Struk · 2025-11-13 04:23:57 +00:00

3c874d0073

.NET: Python: Azure Functions feature branch (#1916 )

* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)

* Add scafolding

* update readme

* add code owners and label

* update owners

* .NET: Durable extension: initial src and unit tests (#1900)

* Python: Add Durable Agent Wrapper code (#1913)

* add initial changes

* Move code and add single sample

* Update logger

* Remove unused code

* address PR comments

* cleanup code and address comments

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

* Azure Functions .NET samples (#1939)

* Python: Add Unit tests for Azurefunctions package (#1976)

* Add Unit tests for Azurefunctions

* remove duplicate import

* .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)

* Python: Add more samples for Azure Functions (#1980)

* Move all samples

* fix comments

* remove dead lines

* Make samples simpler

* .NET: [Feature Branch] Durable Task extension integration tests (#2017)

* .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)

* Python: Add Integration tests for AzureFunctions  (#2020)

* Add Integration tests

* Remove DTS extension

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add pyi file for type safety

* Add samples in readme

* Updated all readme instructions

* Address comments

* Update readmes

* Fix requirements

* Address comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070)

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix DTS startup issue and improve logging (#2103)

* .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106)

Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work.

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix uv.lock after merge

* Python: Add README for Azure Functions samples setup (#2100)

* Add README for Azure Functions samples setup

Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples.

* Update python/samples/getting_started/azure_functions/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Laveesh Rohra <larohra@microsoft.com>

* Fix or remove broken markdown file links (#2115)

* .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118)

* Python: Fix AzureFunctions Integration Tests (#2116)

* Add Identity Auth to samples

* Update python/samples/getting_started/azure_functions/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Python: Fix Http Schema (#2112)

* Rename to threadid

* Respond in plain text

* Make snake-case

* Add http prefix

* rename to wait-for-response

* Add query param check

* address comments

* .NET: Remove IsPackable=false in preparation for nuget release (#2142)

* Python: Move `azurefunctions` to `azure` for import (#2141)

* Move import to Azure

* fix mypy

* Update python/packages/azurefunctions/README.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add missing types

* Address comments

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/azurefunctions/pyproject.toml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/azurefunctions/agent_framework_azurefunctions/__init__.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix imports

* Address PR feedback from westey-m (#2150)

- Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions
- Make DurableAgentThread deserialization internal for future-proofing
- Update JSON serialization logic to address recently discovered issues with source generator serialization

* Address comments (#2160)

---------

Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>

Dmytro Struk · 2025-11-13 02:00:53 +00:00

67a8147151

Updated package versions (#2154 )

Dmytro Struk · 2025-11-12 23:58:02 +00:00

e8243b7d11

Python: fixed image handling in anthropic and added convenience method on datacontent (#2083 )

* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated docstrings

* fixed image handling in anthropic and added convenience method on datacontent

* remove wheel path

* updated lock

Eduard van Valkenburg · 2025-11-12 12:07:27 +00:00

ef60f38084

Updated package versions (#2104 )

Dmytro Struk · 2025-11-11 23:30:34 +00:00

863a632ccf

Updated package versions (#2027 )

Dmytro Struk · 2025-11-08 18:09:28 +00:00

c394f3f52b

.NET: Python: Updated package versions (#1944 )

* Updated .NET version

* Updated Python package versions

* Updated changelog

Dmytro Struk · 2025-11-05 22:20:31 +00:00

327c304339

Python: add support for Python 3.14 (#1904 )

* add tests for py3.14 and add classifier

* remove macos

* allow openai v2

Eduard van Valkenburg · 2025-11-05 09:42:39 +00:00

54db13c22f

Python: AG-UI protocol support (#1826 )

* Add AG-UI integration

* Fix tests. PR feedback

* Cleanup

* PR Feedback

* Improve README and getting started experience

* Fix links

Evan Mattson · 2025-11-05 05:25:24 +00:00

35a8565495

Python: feat: Add ChatKit integration with a sample application (#1273 )

* feat: Add ChatKit integration with a new frontend application

- Created a new frontend application using React and Vite for the ChatKit integration.
- Added essential files including package.json, vite.config.ts, and Tailwind CSS configuration.
- Implemented core components: App, Home, ChatKitPanel, ThemeToggle, and hooks for color scheme management.
- Established SQLite-based store implementation for ChatKit data persistence in store.py.
- Integrated theme toggling functionality for light and dark modes.
- Set up ESLint and TypeScript configurations for better development experience.

* git ignore

* fix mypy

* add mising file

* minimal frontend for chatkit sample

* update ignore files

* version

* set python version lowerbound on chatkit

* update project settings for chatkit

* update setup

* update setup

* update setup

* update setup

* weather widget

* add select city widget sample

* remove widget helper

* update chatkit to include file attachments and cover more thread item types

* update readme with mermaid diagram

* update diagram

* update instructions

* update chatkit dependency

* fix converter imports

* move to demos/

* move to demos/ -- rename references

* support multiple session instead of using global variable in sample

* support chunk streaming

* fix tests

* Update python/samples/demos/chatkit-integration/store.py

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

* use local host

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Eric Zhu · 2025-11-05 02:11:40 +00:00

0c862e97a6

Python: .NET: Updated package version and small fix (#1911 )

* Removed public key

* Updated package version

* Updated Python package versions

Dmytro Struk · 2025-11-04 22:42:07 +00:00

9e1b3c9b85

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

Python: [BREAKING] Cleanup of dependencies (#1803 )

* removed extra and non-released deps

* added comments

* added space and lock

* fix pyright config

Eduard van Valkenburg · 2025-10-30 15:24:29 +00:00

434ffb8ab8

Updated Python and .NET package versions (#1758 )

Dmytro Struk · 2025-10-28 18:49:50 +00:00

eed7e59f3f

Python: AutoGen migration samples (#1738 )

* add autogen migration samples

* fix typo

* remove comment

* fix typo

* fix lab pyright

* fix for HuggingFace change

Eric Zhu · 2025-10-28 00:47:31 +00:00

3194851c11

excluded devui frontend in pyproject.toml (#1697 )

Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Alex Lavaee · 2025-10-27 05:30:12 +00:00

ff7de7a500

Python: Update lab packages and installation instructions (#1687 )

* update lab packages and installation instructions

* fix dep

Eric Zhu · 2025-10-24 21:12:08 +00:00

aba505df77

Python: [BREAKING] Update Agent Framework Lab Lightning to use Agent-lightning v0.2.0 API (#1644 )

* Merge changes from AGL release

* Merge changes from AGL release

* fix mypy

* fix tool call with pydantic

* Apply suggestion from @ekzhu

* fix lint

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Yuge Zhang · 2025-10-24 17:02:56 +00:00

458819a12b

Python: Updated merge test jobs (#1578 )

* Updated merge test jobs

* Small fix

Dmytro Struk · 2025-10-20 16:22:46 +00:00

9c3f52566f

Python: Updated package version (#1528 )

* Updated package version

* Update python/CHANGELOG.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Updated metadata for Purview

* Updated test

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Dmytro Struk · 2025-10-16 22:32:25 +00:00

8c24a72107

Update uv requirement from <0.9.0,>=0.8.2 to >=0.8.2,<0.10.0 in /python (#1430 )

Updates the requirements on [uv](https://github.com/astral-sh/uv) to permit the latest version.
- [Release notes](https://github.com/astral-sh/uv/releases)
- [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/uv/compare/0.8.2...0.9.2)

---
updated-dependencies:
- dependency-name: uv
  dependency-version: 0.9.2
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

dependabot[bot] · 2025-10-13 18:26:26 +00:00

166aa8fd54

Python: bump version and update changelog (#1277 )

* bump version and update changelog

* undo lab package version bump

* add changelog to exclude pattern for links

* fix for ignore path

* exclude file

Eduard van Valkenburg · 2025-10-07 21:41:59 +00:00

8b73b5b1be

Python: updated docstrings (#1225 )

* updated docstrings

* fix tests and mypy

* hosted file search docstring update

* updated versions

Eduard van Valkenburg · 2025-10-06 16:04:39 +00:00

714e7b50d4

fix a2a import (#1058 )

Eduard van Valkenburg · 2025-10-01 13:21:46 +00:00

396e7ee48d

Python: Packaging fixes (#1056 )

* small updates to setup

* post1

* reset version

* updated package status

Eduard van Valkenburg · 2025-10-01 11:54:26 +00:00

2575e8cab0

Add metapackage metadata stub to restore flit builds (#1043 )

Evan Mattson · 2025-10-01 07:20:33 +00:00

34e03d1e5c

Python: semantic-kernel to agent-framework migration code samples (#1045 )

* wip migrations

* Wip: workflow migrations

* Add migration samples for sk to af

* Fix typo

* Fixes

Evan Mattson · 2025-10-01 07:02:03 +00:00

fb51d917fd

Correct version numbers based on PEP440 (#1040 )

Evan Mattson · 2025-10-01 11:23:09 +09:00

1ec98130d2

Python: [BREAKING] added SerializationMixin and applied to contents, agents, chat client… (#1012 )

* added SerializationMixin and applied to contents, agents, chat clients, removed AFBaseModel

* fix annotations type

* mypy fixes

* fix tests

* fix serializable subvalues and added large docstring

* updated indents in code block

* fixed exported urls

Eduard van Valkenburg · 2025-09-30 19:53:46 +00:00

54ad135914

Python: [BREAKING] Main to core (#983 )

* removed pydantic from types

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated lock and test fixes

* moved main to core, and setup meta package

* updated versions

* updated lock

* fixed agents dependency

* added retry to merge tests

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Eduard van Valkenburg · 2025-09-30 07:18:36 +00:00

35d2d9fe7f

Python: basic python a2a support (#906 )

* basic python a2a support

* fixes

* small fixes

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Giles Odigwe · 2025-09-29 17:53:45 +00:00

c102706146

Python: [BREAKING] cleanup of thread API and serialization (#893 )

* cleanup of threads and serialization

* fix for sliding window

* fix redis test

* updated from comments

* updated context provider and threads

* updated lock

* add asyncio default

* fix redis tests

* fix tests

* fix tests

* renamed to invoking

* fixed tests

* fix for instructions

Eduard van Valkenburg · 2025-09-29 16:22:34 +00:00

10d10364a9

Python: consolidate lab packages into a single one; update contribution guidelines (#940 )

* consolidate lab packages into a single one; update contribution guidelines

* update dep list

* add poe tasks; fix tests and lint erros

* add lab tests for CI

* fix test

* update root pyproject.toml

Eric Zhu · 2025-09-27 03:28:05 +00:00

514d0209a8

Python: [BREAKING] updated structure and samples (#875 )

* updated structure and samples

* updated names and removed cross tests

* updated projects etc

* updated tests

* updated test

* test fixes

* removed devui for now

* updated all-tests task

* removed old style configs

* remove coverage from tests

* updated to unit tests with all-tests

* updated foundry everywhere

* fix azure ai tests

* fix merge tests

* fix mypy

Eduard van Valkenburg · 2025-09-25 07:02:53 +00:00

9355329dfd

Python: add RedisContextProvider (#716 )

* Setting up

* Readme

* Add redis tests path to all-tests

* First pass integration

* Keep provider convention

* First pass integration

* add redis integration tests

* update README.md

* Add basic sample for redis integration

* Add partitioning, add partition-aware tests, improve sample script

* Fix code quality check

* Try to resolve pytest check

* Try to identify if pytest is the cause of failed checks

* Re-enable tests

* Rename redis test file

* Removing some tests to narrow down issue

* Revert, no difference

* Delete temp files

* Starting refactor of RedisProvider

* Build dynamic schema builder, still need to do dynamic embedding model config

* Add scope control

* Complete first pass functionality with OpenAI + HF vectors -> Tests, Samples, Demo to follow

* Fix code quality

* attempt to identify rootcause of failed test

* attempt to identify rootcause of failed test

* Attempt to resolve code quality fail

* Update pyproject.toml for foundry to pin     azure-ai-projects == 1.1.0b3,azure-ai-agents == 1.2.0b3

* Add tests for redisprovider

* Remove invalid tests

* Add API key handling for openai vectorizer

* Update uv.locl

* Use master uv.lock

* Begin sample file, add lazy index creation, fix faulty override

* Index drop and reinit depends on drop_redis_index not overwrite

* Add samples, threading included, escaped queries, verify threading works, sample README.md

* Refactor filters

* Opinionated vars

* Allow filter expression combination

* Try inline stubs for mypy

* Address mypy errors

* Better docstrings, tweaks for feedback

* Tweak example 3 in redis_threads.py sample

* adjust confusing name

* Enrich docstrings

* Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy

* Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy

* Incorporate initial feedback from dmytrostruk

* Fix uv.lock

* Attempt to resolve conflict

* Use remote .tomls

* Sanity check

* fix tests

* Remove hardcoded API key from samples

* Fix incorrect env var

* Make add and redis_search private

* Fix tests relying on private funcs

* Expand tests

* Explainer comments to each test

* Add a 'get_conversation_history' function to RedisProvider - This just returns messages in sequential order. Added 'created_at_*' timestamps to facilitate sequential recovery. function has to be manually invoked by user

* Add agent-framework-redis to  python/pyproject.toml

* Remove get_conversation_history

* improve redis context provider with pydantic techniques and safe index handling patterns

* add RedisChatMessageStore

* remove integration test :(

* fix mypy error

* Remove unused params

* Redo schema validation to be order-invariant, handle attrs (previously throwing errors due to strict ==)

* Expand explanation

* Add ChatMessageStore example

* Fix comments in redis_conversation.py

* Resolving uv.lock conflict, update to match main

* Fix test in redis provider

* Apply suggestion from @ekzhu

* Update python/packages/main/pyproject.toml

---------

Co-authored-by: Tyler Hutcherson <tyler.hutcherson@redis.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Han · 2025-09-23 00:36:27 +00:00

ca810076e8

Python: Add DevUI to AgentFramework (#781 )

* add initial backend service code for devui

* add tests

* add frontendcode

* ui updates

* update readme

* ui updates and tweaks

* update ui bundle

* improve ui, add react flow base

* add react flow ui, fix background

* update ui, fix introspection bug

* update readme

* update ui build

* add support for multimodal input - both backend and frontend

* update ui build

* refactor as main framework package

* backend and tests refactor

* ui build update

* ui build update and refactor

* update pyproject.toml, update uv.lock

* update ui build

* ui update to fit oai responses types

* add backend updat and readme update

* mypy and other fixes

* add intial dev guide

* update ui and fix workflow bug

* update ui build, add thread support

* type fixes

* update workflow view

* update uv.lock

* fix workflow iport errors

* lint and other fixes

* mypy fixes

* minor update

* update ui build

* refactor to use oai dependencies directly, update examples to samples, improve typing

* readme update

* update ui and ui build

* fix workflow pyright error

* update ui, fix issues with run workflow placement, miniamp menu, etc

* make samples integrate serve

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Victor Dibia · 2025-09-22 23:30:08 +00:00

1ef24d3e91

75 Commits