diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml index 5ff2c339b..7baee3d43 100644 --- a/.github/workflows/coverage.yml +++ b/.github/workflows/coverage.yml @@ -32,9 +32,9 @@ jobs: contents: read steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup NodeJS ${{ env.node-version }} - uses: actions/setup-node@0a44ba7841725637a19e28fa30b79a866c81b0a6 # v4.0.4 + uses: actions/setup-node@39370e3970a6d050c480ffad4ff0ed4d3fdee5af # v4.1.0 with: node-version: ${{ env.node-version }} - name: Install Dependencies @@ -63,9 +63,9 @@ jobs: contents: read steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup .NET ${{ env.dotnet-version }} - uses: actions/setup-dotnet@6bd8b7f7774af54e05809fcc5431931b3eb1ddee # v4.0.1 + uses: actions/setup-dotnet@3e891b0cb619bf60e2c25674b222b8940e2c1c25 # v4.1.0 with: dotnet-version: ${{ env.dotnet-version }} - name: Test @@ -102,9 +102,9 @@ jobs: contents: read steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup Python ${{ env.python-version }} - uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ env.python-version }} - name: Install Dependencies diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml index 448b1bd14..74eee94fb 100644 --- a/.github/workflows/dependency-review.yml +++ b/.github/workflows/dependency-review.yml @@ -17,6 +17,6 @@ jobs: runs-on: ubuntu-latest steps: - name: 'Checkout Repository' - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: 'Dependency Review' - uses: actions/dependency-review-action@5a2ce3f5b92ee19cbb1541a4984c76d921601d7c # v4.3.4 + uses: actions/dependency-review-action@4081bf99e2866ebe428fc0477b69eb4fcda7220a # v4.4.0 diff --git a/.github/workflows/dotnet-build-test-lint.yml b/.github/workflows/dotnet-build-test-lint.yml index 9bd397e4a..4f255d75e 100644 --- a/.github/workflows/dotnet-build-test-lint.yml +++ b/.github/workflows/dotnet-build-test-lint.yml @@ -31,9 +31,9 @@ jobs: contents: read steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup .NET ${{ matrix.dotnet-version }} - uses: actions/setup-dotnet@6bd8b7f7774af54e05809fcc5431931b3eb1ddee # v4.0.1 + uses: actions/setup-dotnet@3e891b0cb619bf60e2c25674b222b8940e2c1c25 # v4.1.0 with: dotnet-version: ${{ matrix.dotnet-version }} - name: Restore diff --git a/.github/workflows/dotnet-codeql.yml b/.github/workflows/dotnet-codeql.yml index 13426cfd2..7946effad 100644 --- a/.github/workflows/dotnet-codeql.yml +++ b/.github/workflows/dotnet-codeql.yml @@ -37,19 +37,19 @@ jobs: fail-fast: false steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Initialize CodeQL - uses: github/codeql-action/init@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/init@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: languages: csharp - name: Setup .NET - uses: actions/setup-dotnet@6bd8b7f7774af54e05809fcc5431931b3eb1ddee # v4.0.1 + uses: actions/setup-dotnet@3e891b0cb619bf60e2c25674b222b8940e2c1c25 # v4.1.0 with: dotnet-version: 6.0 - name: Build .NET working-directory: dotnet/packages/Microsoft.TeamsAI/ run: dotnet build Microsoft.Teams.AI.sln --configuration Release - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/analyze@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: category: "/language:csharp" diff --git a/.github/workflows/dotnet-publish.yml b/.github/workflows/dotnet-publish.yml index 6948b69ad..d936fe159 100644 --- a/.github/workflows/dotnet-publish.yml +++ b/.github/workflows/dotnet-publish.yml @@ -34,9 +34,9 @@ jobs: packages: write steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup .NET ${{ matrix.dotnet-version }} - uses: actions/setup-dotnet@6bd8b7f7774af54e05809fcc5431931b3eb1ddee # v4.0.1 + uses: actions/setup-dotnet@3e891b0cb619bf60e2c25674b222b8940e2c1c25 # v4.1.0 with: dotnet-version: ${{ matrix.dotnet-version }} - name: Pack diff --git a/.github/workflows/js-build-test-lint.yml b/.github/workflows/js-build-test-lint.yml index e5d14bcfd..2b16fa133 100644 --- a/.github/workflows/js-build-test-lint.yml +++ b/.github/workflows/js-build-test-lint.yml @@ -28,9 +28,9 @@ jobs: contents: read steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup NodeJS ${{ matrix.node-version }} - uses: actions/setup-node@0a44ba7841725637a19e28fa30b79a866c81b0a6 # v4.0.4 + uses: actions/setup-node@39370e3970a6d050c480ffad4ff0ed4d3fdee5af # v4.1.0 with: node-version: ${{ matrix.node-version }} - name: Install Dependencies diff --git a/.github/workflows/js-codeql.yml b/.github/workflows/js-codeql.yml index 936772fec..1c0541e4b 100644 --- a/.github/workflows/js-codeql.yml +++ b/.github/workflows/js-codeql.yml @@ -36,12 +36,12 @@ jobs: fail-fast: false steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Initialize CodeQL - uses: github/codeql-action/init@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/init@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: languages: javascript - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/analyze@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: category: "/language:javascript" diff --git a/.github/workflows/python-build-test-lint.yml b/.github/workflows/python-build-test-lint.yml index 21ce54930..ab934a4db 100644 --- a/.github/workflows/python-build-test-lint.yml +++ b/.github/workflows/python-build-test-lint.yml @@ -28,9 +28,9 @@ jobs: permissions: contents: read steps: - - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Setup Python ${{ matrix.python-version }} - uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ matrix.python-version }} - name: Install Dependencies diff --git a/.github/workflows/python-codeql.yml b/.github/workflows/python-codeql.yml index 264107648..57a3a71ec 100644 --- a/.github/workflows/python-codeql.yml +++ b/.github/workflows/python-codeql.yml @@ -36,12 +36,12 @@ jobs: fail-fast: false steps: - name: Checkout - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Initialize CodeQL - uses: github/codeql-action/init@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/init@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: languages: python - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/analyze@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: category: "/language:python" diff --git a/.github/workflows/scorecards.yml b/.github/workflows/scorecards.yml index 1d3dce2d5..9d5b231b8 100644 --- a/.github/workflows/scorecards.yml +++ b/.github/workflows/scorecards.yml @@ -31,7 +31,7 @@ jobs: steps: - name: "Checkout code" - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 with: persist-credentials: false @@ -66,6 +66,6 @@ jobs: # Upload the results to GitHub's code scanning dashboard. - name: "Upload to code-scanning" - uses: github/codeql-action/upload-sarif@f779452ac5af1c261dce0346a8f964149f49322b # v3.26.13 + uses: github/codeql-action/upload-sarif@662472033e021d55d94146f66f6058822b0b39fd # v3.27.0 with: sarif_file: results.sarif diff --git a/getting-started/CONCEPTS/STREAMING.md b/getting-started/CONCEPTS/STREAMING.md index 5ff1bd6b8..023016fb2 100644 --- a/getting-started/CONCEPTS/STREAMING.md +++ b/getting-started/CONCEPTS/STREAMING.md @@ -34,6 +34,7 @@ There are two parts to streaming: ## Sample Bots - [C# Streaming ChefBot](https://github.com/microsoft/teams-ai/tree/main/dotnet/samples/04.ai.g.teamsChefBot-streaming) - [JS Streaming ChefBot](https://github.com/microsoft/teams-ai/tree/main/js/samples/04.ai-apps/i.teamsChefBot-streaming) +- [Python Streaming ListBot](https://github.com/microsoft/teams-ai/tree/main/python/samples/04.ai.h.chainedActions.listBot-streaming) ## Streaming Response Class The `StreamingResponse` class is the helper class for streaming responses to the client. The class is used to send a series of updates to the client in a single response. If you are using your own custom model, you can directly instantiate and manage this class to stream responses. @@ -52,7 +53,8 @@ Once `endStream()` is called, the stream is considered ended and no further upda ### Current Limitations: - Streaming is only available in 1:1 chats. - SendActivity requests are restricted to 1 RPS. Our SDK buffers to 1.5 seconds. -- For Powered by AI features, only the Feedback Loop and Generated by AI Label is currently supported. +- For Powered by AI features, Citations, Sensitivity Label, Feedback Loop and Generated by AI Label are supported in the final chunk. + - Citations are set per each text chunk queued. - Only rich text can be streamed. - Due to future GA protocol changes, the `channelData` metadata must be included in the `entities` object as well. - Only one informative message can be set. This is reused for each message. @@ -74,7 +76,8 @@ You can configure streaming with your bot by following these steps: #### Optional additions: - Set the informative message in the `ActionPlanner` declaration via the `StartStreamingMessage` config. -- As previously, set the feedback loop toggle in the `AIOptions` object in the `app` declaration and specify a handler. +- As previously, set the feedback loop toggle in the `AIOptions` object in the `app` declaration and specify a handler. + - For *Python* specifically, the toggle also needs to be set in the `ActionPlannerOptions` object. - Set attachments in the final chunk via the `EndStreamHandler` in the `ActionPlanner` declaration. #### C# @@ -158,6 +161,46 @@ const planner = new ActionPlanner({ }); ``` +### Python + +```python +model = OpenAIModel( + OpenAIModelOptions(api_key=config.OPENAI_KEY, default_model="gpt-4o", stream=True) + ) + +def end_stream_handler( + context: TurnContext, + state: MemoryBase, + response: PromptResponse[str], + streamer: StreamingResponse, +): + if not streamer: + return + + card = CardFactory.adaptive_card( + { + "$schema": "http://adaptivecards.io/schemas/adaptive-card.json", + "version": "1.6", + "type": "AdaptiveCard", + "body": [{"type": "TextBlock", "wrap": True, "text": streamer.message}], + } + ) + + streamer.set_attachments([card]) + +planner=ActionPlanner( + ActionPlannerOptions( + model=model, + prompts=prompts, + default_prompt="tools", + enable_feedback_loop=True, # Enable the feedback loop + start_streaming_message="Loading streaming results...", # Set the informative message + end_stream_handler=end_stream_handler, # Set the final chunk handler + ) + ), + +``` + --- ## Return to other major section topics: diff --git a/js/packages/teams-ai/package.json b/js/packages/teams-ai/package.json index 42f0f9c46..1d234e3a2 100644 --- a/js/packages/teams-ai/package.json +++ b/js/packages/teams-ai/package.json @@ -46,7 +46,7 @@ "follow-redirects": "^1.15.0" }, "devDependencies": { - "@types/assert": "^1.5.10", + "@types/assert": "^1.5.11", "@types/express": "^4.17.21", "@types/jsonwebtoken": "^9.0.4", "@types/mocha": "^10.0.9", diff --git a/js/samples/04.ai-apps/a.teamsChefBot/package.json b/js/samples/04.ai-apps/a.teamsChefBot/package.json index 0206b8635..f2a16ec1f 100644 --- a/js/samples/04.ai-apps/a.teamsChefBot/package.json +++ b/js/samples/04.ai-apps/a.teamsChefBot/package.json @@ -23,7 +23,7 @@ }, "dependencies": { "@microsoft/teams-ai": "~1.5.3", - "@microsoft/teams-js": "^2.29.0", + "@microsoft/teams-js": "^2.30.0", "botbuilder": "^4.23.1", "dotenv": "^16.4.5", "openai": "4.68.2", diff --git a/js/samples/04.ai-apps/i.teamsChefBot-streaming/package.json b/js/samples/04.ai-apps/i.teamsChefBot-streaming/package.json index 335620bb1..8bc33b8bb 100644 --- a/js/samples/04.ai-apps/i.teamsChefBot-streaming/package.json +++ b/js/samples/04.ai-apps/i.teamsChefBot-streaming/package.json @@ -23,7 +23,7 @@ }, "dependencies": { "@microsoft/teams-ai": "~1.5.3", - "@microsoft/teams-js": "^2.29.0", + "@microsoft/teams-js": "^2.30.0", "botbuilder": "^4.23.1", "dotenv": "^16.4.5", "openai": "4.41.1", diff --git a/js/yarn.lock b/js/yarn.lock index e37aec8de..9d6b1d5ec 100644 --- a/js/yarn.lock +++ b/js/yarn.lock @@ -756,10 +756,10 @@ resolved "https://registry.yarnpkg.com/@microsoft/recognizers-text/-/recognizers-text-1.3.1.tgz#eda98a9148101ecdb04ed1424082d472b04aabd9" integrity sha512-HikLoRUgSzM4OKP3JVBzUUp3Q7L4wgI17p/3rERF01HVmopcujY3i6wgx8PenCwbenyTNxjr1AwSDSVuFlYedQ== -"@microsoft/teams-js@^2.29.0": - version "2.29.0" - resolved "https://registry.yarnpkg.com/@microsoft/teams-js/-/teams-js-2.29.0.tgz#739167b79a045355cf5c6b79f5d586e58f2ba87f" - integrity sha512-g0nw3OR+Mz3AEbT4zeMcBE69MY2UOQx0MaYO26x0UVy/0Ilip2OUEA+qIRlw/uraTYJaCsh0csm1/i44UWGcLQ== +"@microsoft/teams-js@^2.30.0": + version "2.30.0" + resolved "https://registry.yarnpkg.com/@microsoft/teams-js/-/teams-js-2.30.0.tgz#26f91ae6072425d9c86cac841ebc3458f1fa7f31" + integrity sha512-zTy2EHuODZ2g4fXLvnKXdZse44n06iXGambmJnGDDCb6JRvG5dQwJp//swLoxBYs2iHL40TJdyUDoB6sTl6KXg== dependencies: base64-js "^1.3.1" debug "^4.3.3" @@ -987,10 +987,10 @@ resolved "https://registry.yarnpkg.com/@types/argparse/-/argparse-1.0.38.tgz#a81fd8606d481f873a3800c6ebae4f1d768a56a9" integrity sha512-ebDJ9b0e702Yr7pWgB0jzm+CX4Srzz8RcXtLJDJB+BSccqMa36uyH/zUsSYao5+BD1ytv3k3rPYCq4mAE1hsXA== -"@types/assert@^1.5.10": - version "1.5.10" - resolved "https://registry.yarnpkg.com/@types/assert/-/assert-1.5.10.tgz#27eceb3e0705d1d76a4ec0a5586a48921d209eee" - integrity sha512-qEO+AUgYab7GVbeDDgUNCU3o0aZUoIMpNAe+w5LDbRxfxQX7vQAdDgwj1AroX+i8KaV56FWg0srXlSZROnsrIQ== +"@types/assert@^1.5.11": + version "1.5.11" + resolved "https://registry.yarnpkg.com/@types/assert/-/assert-1.5.11.tgz#0b022efe761e14cca3d0f8ad1fd77a403de0071e" + integrity sha512-FjS1mxq2dlGr9N4z72/DO+XmyRS3ZZIoVn998MEopAN/OmyN28F4yumRL5pOw2z+hbFLuWGYuF2rrw5p11xM5A== "@types/body-parser@*": version "1.19.5" @@ -1175,7 +1175,7 @@ resolved "https://registry.yarnpkg.com/@types/parse-json/-/parse-json-4.0.2.tgz#5950e50960793055845e956c427fc2b0d70c5239" integrity sha512-dISoDXWWQwUquiKsyZ4Ng+HX2KsPL7LyHKHQwgGFEA3IaKac4Obd+h2a/a6waisAoepJlBcx9paWqjA8/HVjCw== -"@types/qs@*", "@types/qs@^6.9.15": +"@types/qs@*": version "6.9.15" resolved "https://registry.yarnpkg.com/@types/qs/-/qs-6.9.15.tgz#adde8a060ec9c305a82de1babc1056e73bd64dce" integrity sha512-uXHQKES6DQKKCLh441Xv/dwxOq1TVS3JPUMlEqoEglvlhR6Mxnlew/Xq/LRVHpLyk7iK3zODe1qYHIMltO7XGg== @@ -3451,9 +3451,9 @@ electron-to-chromium@^1.5.4: integrity sha512-+rBAerCpQvFSPyAO677i5gJuWGO2WFsoujENdcMzsrpP7Ebcc3pmpERgU8CV4fFF10a5haP4ivnFQ/AmLICBVg== elliptic@^6.5.3, elliptic@^6.5.5: - version "6.5.7" - resolved "https://registry.yarnpkg.com/elliptic/-/elliptic-6.5.7.tgz#8ec4da2cb2939926a1b9a73619d768207e647c8b" - integrity sha512-ESVCtTwiA+XhY3wyh24QqRGBoP3rEdDUl3EDUUo9tft074fi19IrdpH7hLCMMP3CIj7jb3W96rn8lt/BqIlt5Q== + version "6.6.0" + resolved "https://registry.yarnpkg.com/elliptic/-/elliptic-6.6.0.tgz#5919ec723286c1edf28685aa89261d4761afa210" + integrity sha512-dpwoQcLc/2WLQvJvLRHKZ+f9FgOdjnq11rurqwekGQygGPsYSK29OMMD2WalatiqQ+XGFDglTNixpPfI+lpaAA== dependencies: bn.js "^4.11.9" brorand "^1.1.0" @@ -6783,21 +6783,6 @@ openai@4.41.1: node-fetch "^2.6.7" web-streams-polyfill "^3.2.1" -openai@4.61.0: - version "4.61.0" - resolved "https://registry.yarnpkg.com/openai/-/openai-4.61.0.tgz#fa21f2a636595d656e97c4aae6b5d9a8be9f05e2" - integrity sha512-xkygRBRLIUumxzKGb1ug05pWmJROQsHkGuj/N6Jiw2dj0dI19JvbFpErSZKmJ/DA+0IvpcugZqCAyk8iLpyM6Q== - dependencies: - "@types/node" "^18.11.18" - "@types/node-fetch" "^2.6.4" - "@types/qs" "^6.9.15" - abort-controller "^3.0.0" - agentkeepalive "^4.2.1" - form-data-encoder "1.7.2" - formdata-node "^4.3.2" - node-fetch "^2.6.7" - qs "^6.10.3" - openai@4.68.2: version "4.68.2" resolved "https://registry.yarnpkg.com/openai/-/openai-4.68.2.tgz#2443d23127c61dcc9a9356ff8ea5b21acf0ba60d" @@ -7300,7 +7285,7 @@ punycode@^2.1.0, punycode@^2.1.1: resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.3.1.tgz#027422e2faec0b25e1549c3e1bd8309b9133b6e5" integrity sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg== -qs@6.13.0, qs@^6.10.3, qs@^6.7.0: +qs@6.13.0, qs@^6.7.0: version "6.13.0" resolved "https://registry.yarnpkg.com/qs/-/qs-6.13.0.tgz#6ca3bd58439f7e245655798997787b0d88a51906" integrity sha512-+38qI9SOr8tfZ4QmJNplMUxqjbe7LKvvZgWdExBOmd+egZTtjLB67Gu0HRX3u/XOq7UU2Nx6nsjvS16Z9uwfpg== diff --git a/python/packages/ai/teams/ai/citations/citations.py b/python/packages/ai/teams/ai/citations/citations.py index 5011f8325..100a62fd5 100644 --- a/python/packages/ai/teams/ai/citations/citations.py +++ b/python/packages/ai/teams/ai/citations/citations.py @@ -22,6 +22,7 @@ class AIEntity(Entity): "id_": {"key": "@id", "type": "str"}, "additional_type": {"key": "additionalType", "type": "[str]"}, "citation": {"key": "citation", "type": "[ClientCitation]"}, + "usage_info": {"key": "usageInfo", "type": "SensitivityUsageInfo"}, } additional_type: Optional[list[str]] @@ -30,6 +31,7 @@ class AIEntity(Entity): type_: str = "Message" context_: str = "https://schema.org" id_: str = "" + usage_info: Optional[SensitivityUsageInfo] = field(default=None) @dataclass diff --git a/python/packages/ai/teams/ai/clients/llm_client.py b/python/packages/ai/teams/ai/clients/llm_client.py index 8ae282155..6ba915896 100644 --- a/python/packages/ai/teams/ai/clients/llm_client.py +++ b/python/packages/ai/teams/ai/clients/llm_client.py @@ -12,7 +12,14 @@ from botbuilder.core import TurnContext from ...state import Memory, MemoryBase -from ..models import PromptCompletionModel, PromptResponse +from ...streaming.prompt_chunk import PromptChunk +from ...streaming.streaming_response import StreamingResponse +from ..models import ( + PromptCompletionModel, + PromptResponse, + ResponseReceivedHandler, + StreamHandlerTypes, +) from ..prompts import ( ConversationHistorySection, Message, @@ -68,6 +75,19 @@ class LLMClientOptions: Optional. When set the model will log requests """ + start_streaming_message: Optional[str] = "" + """ + Optional message to send at the start of a streaming response. + """ + + end_stream_handler: Optional[ResponseReceivedHandler] = None + """ + Optional handler to run when a stream is about to conclude. + """ + + enable_feedback_loop: Optional[bool] = False + "Optional. Enables the Teams thumbs up or down buttons." + class LLMClient: """ @@ -75,6 +95,9 @@ class LLMClient: """ _options: LLMClientOptions + _start_streaming_message: Optional[str] = "" + _end_stream_handler: Optional[ResponseReceivedHandler] = None + _enable_feedback_loop: Optional[bool] = False @property def options(self) -> LLMClientOptions: @@ -89,6 +112,9 @@ def __init__(self, options: LLMClientOptions) -> None: """ self._options = options + self._start_streaming_message = options.start_streaming_message + self._end_stream_handler = options.end_stream_handler + self._enable_feedback_loop = options.enable_feedback_loop async def complete_prompt( self, @@ -112,6 +138,70 @@ async def complete_prompt( remaining_attempts = remaining_attempts or self._options.max_repair_attempts + # Define event handlers + is_streaming = False + streamer: Optional[StreamingResponse] = None + + def before_completion( + ctx: TurnContext, + memory: MemoryBase, + functions: PromptFunctions, + tokenizer: Tokenizer, + template: PromptTemplate, + streaming: bool, + ) -> None: + # pylint: disable=unused-argument + # Ignore events for other contexts + if context != ctx: + return + + # Check for a streaming response + if streaming: + nonlocal is_streaming + is_streaming = True + + nonlocal streamer + streamer = StreamingResponse(context) + memory.set("temp.streamer", streamer) + + if self._enable_feedback_loop is not None: + streamer.set_feedback_loop(self._enable_feedback_loop) + + streamer.set_generated_by_ai_label(True) + + if self._start_streaming_message: + streamer.queue_informative_update(self._start_streaming_message) + + def chunk_received( + ctx: TurnContext, + memory: MemoryBase, + chunk: PromptChunk, + ) -> None: + # pylint: disable=unused-argument + nonlocal streamer + if (context != ctx) or (streamer is None): + return + + text = chunk.delta.content if (chunk.delta and chunk.delta.content) else "" + citations = ( + chunk.delta.context.citations if (chunk.delta and chunk.delta.context) else None + ) + + if len(text) > 0: + streamer.queue_text_chunk(text, citations) + + # Subscribe to model events + if self._options.model.events is not None: + self._options.model.events.subscribe( + StreamHandlerTypes.BEFORE_COMPLETION, before_completion + ) + self._options.model.events.subscribe(StreamHandlerTypes.CHUNK_RECEIVED, chunk_received) + + if self._end_stream_handler is not None: + self._options.model.events.subscribe( + StreamHandlerTypes.RESPONSE_RECEIVED, self._end_stream_handler + ) + try: if remaining_attempts <= 0: return PromptResponse( @@ -187,9 +277,30 @@ async def complete_prompt( self._add_message_to_history(memory, self._options.history_variable, res.input) self._add_message_to_history(memory, self._options.history_variable, res.message) + + if is_streaming and res.status == "success": + # Delete message from response to avoid sending it twice + res.message = None + + if streamer is not None: + await streamer.end_stream() return res except Exception as err: # pylint: disable=broad-except return PromptResponse(status="error", error=str(err)) + finally: + # Unsubscribe from model events + if self._options.model.events is not None: + self._options.model.events.unsubscribe( + StreamHandlerTypes.BEFORE_COMPLETION, before_completion + ) + self._options.model.events.unsubscribe( + StreamHandlerTypes.CHUNK_RECEIVED, chunk_received + ) + + if self._end_stream_handler is not None: + self._options.model.events.unsubscribe( + StreamHandlerTypes.RESPONSE_RECEIVED, self._end_stream_handler + ) def _add_message_to_history( self, memory: MemoryBase, variable: str, messages: Union[Message[Any], List[Message[Any]]] diff --git a/python/packages/ai/teams/ai/models/__init__.py b/python/packages/ai/teams/ai/models/__init__.py index 6ce334b50..ca84bdad2 100644 --- a/python/packages/ai/teams/ai/models/__init__.py +++ b/python/packages/ai/teams/ai/models/__init__.py @@ -3,9 +3,16 @@ Licensed under the MIT License. """ +from ...streaming import ( + BeforeCompletionHandler, + ChunkReceivedHandler, + ResponseReceivedHandler, + StreamHandlerTypes, +) from .chat_completion_action import ChatCompletionAction from .openai_model import AzureOpenAIModelOptions, OpenAIModel, OpenAIModelOptions from .prompt_completion_model import PromptCompletionModel +from .prompt_completion_model_emitter import PromptCompletionModelEmitter from .prompt_response import PromptResponse, PromptResponseStatus __all__ = [ @@ -16,4 +23,9 @@ "PromptCompletionModel", "PromptResponse", "PromptResponseStatus", + "PromptCompletionModelEmitter", + "BeforeCompletionHandler", + "ChunkReceivedHandler", + "ResponseReceivedHandler", + "StreamHandlerTypes", ] diff --git a/python/packages/ai/teams/ai/models/openai_model.py b/python/packages/ai/teams/ai/models/openai_model.py index 9a75e4448..13155d719 100644 --- a/python/packages/ai/teams/ai/models/openai_model.py +++ b/python/packages/ai/teams/ai/models/openai_model.py @@ -5,23 +5,27 @@ from __future__ import annotations +import asyncio import json from dataclasses import dataclass from logging import Logger -from typing import Callable, List, Optional, Union +from typing import Callable, List, Optional, Union, cast import openai from botbuilder.core import TurnContext -from openai import NOT_GIVEN +from openai import NOT_GIVEN, AsyncStream from openai.types import chat, shared_params from openai.types.chat.chat_completion_message_tool_call_param import Function +from teams.streaming.prompt_chunk import PromptChunk + from ...state import MemoryBase from ..prompts.message import ActionCall, ActionFunction, Message, MessageContext from ..prompts.prompt_functions import PromptFunctions from ..prompts.prompt_template import PromptTemplate from ..tokenizers import Tokenizer from .prompt_completion_model import PromptCompletionModel +from .prompt_completion_model_emitter import PromptCompletionModelEmitter from .prompt_response import PromptResponse @@ -46,6 +50,9 @@ class OpenAIModelOptions: logger: Optional[Logger] = None "Optional. When set the model will log requests" + stream: bool = False + "Optional. Whether the model's responses should be streamed back." + @dataclass class AzureOpenAIModelOptions: @@ -76,6 +83,9 @@ class AzureOpenAIModelOptions: logger: Optional[Logger] = None "Optional. When set the model will log requests" + stream: bool = False + "Optional. Whether the model's responses should be streamed back." + class OpenAIModel(PromptCompletionModel): """ @@ -87,16 +97,16 @@ class OpenAIModel(PromptCompletionModel): - The o1 models introduce a new `max_completion_tokens` parameter and they've deprecated the `max_tokens` parameter. The model will automatically convert the incoming `max_tokens ` parameter to `max_completion_tokens` for you. But you should be aware that o1 has hidden - token usage and costs that aren't constrained by the `max_completion_tokens` parameter. + token usage and costs that aren't constrained by the `max_completion_tokens` parameter. This means that you may see an increase in token usage and costs when using the o1 models. - - The o1 models do not currently support the sending of system message so the model will + - The o1 models do not currently support the sending of system message so the model will map them to user message in this case. - - The o1 models do not currently support setting the `temperature`, `top_p`, and + - The o1 models do not currently support setting the `temperature`, `top_p`, and `presence_penalty` parameters so they will be ignored. - - The o1 models do not currently support the use of tools so you will need to use the + - The o1 models do not currently support the use of tools so you will need to use the "monologue" augmentation to call actions. """ @@ -134,6 +144,7 @@ def __init__(self, options: Union[OpenAIModelOptions, AzureOpenAIModelOptions]) organization=options.organization, default_headers={"User-Agent": self.user_agent}, ) + self.events = PromptCompletionModelEmitter() async def complete_prompt( self, @@ -143,6 +154,7 @@ async def complete_prompt( tokenizer: Tokenizer, template: PromptTemplate, ) -> PromptResponse[str]: + # pylint: disable-msg=too-many-locals max_input_tokens = template.config.completion.max_input_tokens # Setup tools if enabled @@ -182,6 +194,17 @@ async def complete_prompt( ) is_o1_model = model.startswith("o1-") + if self._options.stream and self.events is not None: + # Signal start of completion + self.events.emit_before_completion( + context=context, + memory=memory, + functions=functions, + tokenizer=tokenizer, + template=template, + streaming=True, + ) + res = await template.prompt.render_as_messages( context=context, memory=memory, @@ -226,8 +249,72 @@ async def complete_prompt( tool_choice=tool_choice if len(tools) > 0 else NOT_GIVEN, parallel_tool_calls=parallel_tool_calls if len(tools) > 0 else NOT_GIVEN, extra_body=extra_body, + stream=self._options.stream, ) + if self._options.stream: + # Log start of streaming + if self._options.logger is not None: + self._options.logger.debug("STREAM STARTED:") + + # Enumerate the stream chunks + message_content = "" + message: Message[str] = Message(role="assistant", content="") + completion = cast(AsyncStream[chat.ChatCompletionChunk], completion) + + async for chunk in completion: + delta = chunk.choices[0].delta + + if delta.role: + message.role = delta.role + + if delta.content: + message_content += delta.content + + # TODO: Handle tool calls + + if self._options.logger is not None: + self._options.logger.debug(f"CHUNK ${delta}") + + curr_delta_message = PromptChunk( + delta=Message[str]( + role=str(delta.role), + content=delta.content, + context=( + MessageContext.from_dict(delta.context) + if hasattr(delta, "context") + else None + ), + ) + ) + + if self.events is not None: + self.events.emit_chunk_received(context, memory, curr_delta_message) + + message.content = message_content + + # Log stream completion + if self._options.logger is not None: + self._options.logger.debug("STREAM COMPLETED:") + + res_input: Optional[Union[Message, List[Message]]] = None + last_message = len(res.output) - 1 + + # Skips the first message which is the prompt + if last_message > 0 and res.output[last_message].role != "assistant": + res_input = res.output[last_message] + + response = PromptResponse[str](input=res_input, message=message) + + streamer = memory.get("temp.streamer") + if (self.events is not None) and (streamer is not None): + self.events.emit_response_received(context, memory, response, streamer) + + # Let any pending events flush before returning + await asyncio.sleep(0) + return response + + completion = cast(chat.ChatCompletion, completion) if self._options.logger is not None: self._options.logger.debug("COMPLETION:\n%s", completion.model_dump_json()) diff --git a/python/packages/ai/teams/ai/models/prompt_completion_model.py b/python/packages/ai/teams/ai/models/prompt_completion_model.py index 7395089c0..a03aad6d2 100644 --- a/python/packages/ai/teams/ai/models/prompt_completion_model.py +++ b/python/packages/ai/teams/ai/models/prompt_completion_model.py @@ -6,11 +6,13 @@ from __future__ import annotations from abc import ABC, abstractmethod +from typing import Optional from botbuilder.core import TurnContext from ...state import MemoryBase from ...user_agent import _UserAgent +from ..models.prompt_completion_model_emitter import PromptCompletionModelEmitter from ..prompts.prompt_functions import PromptFunctions from ..prompts.prompt_template import PromptTemplate from ..tokenizers import Tokenizer @@ -22,6 +24,8 @@ class PromptCompletionModel(ABC, _UserAgent): An AI model that can be used to complete prompts. """ + events: Optional[PromptCompletionModelEmitter] = None + @abstractmethod async def complete_prompt( self, diff --git a/python/packages/ai/teams/ai/models/prompt_completion_model_emitter.py b/python/packages/ai/teams/ai/models/prompt_completion_model_emitter.py new file mode 100644 index 000000000..d6de2d63f --- /dev/null +++ b/python/packages/ai/teams/ai/models/prompt_completion_model_emitter.py @@ -0,0 +1,88 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +from typing import Dict, List, cast + +from botbuilder.core import TurnContext + +from ...app_error import ApplicationError +from ...state.memory import MemoryBase +from ...streaming import PromptChunk, StreamHandlerTypes, StreamingResponse +from ...streaming.streaming_handlers import ( + BeforeCompletionHandler, + ChunkReceivedHandler, + ResponseReceivedHandler, + StreamEventHandler, +) +from ..prompts.prompt_functions import PromptFunctions +from ..prompts.prompt_template import PromptTemplate +from ..tokenizers import Tokenizer +from .prompt_response import PromptResponse + + +class PromptCompletionModelEmitter: + handlers: Dict[StreamHandlerTypes, List[StreamEventHandler]] + + def __init__(self): + self.handlers = {} + for event in StreamHandlerTypes: + self.handlers[event] = [] + + def subscribe(self, event: StreamHandlerTypes, handler: StreamEventHandler) -> None: + if event in self.handlers: + self.handlers[event].append(handler) + + def unsubscribe(self, event: StreamHandlerTypes, handler: StreamEventHandler) -> None: + if event in self.handlers: + if self.handlers[event].count(handler) == 1: + self.handlers[event].remove(handler) + + def emit_before_completion( + self, + context: TurnContext, + memory: MemoryBase, + functions: PromptFunctions, + tokenizer: Tokenizer, + template: PromptTemplate, + streaming: bool, + ) -> None: + if StreamHandlerTypes.BEFORE_COMPLETION in self.handlers: + for handler in self.handlers[StreamHandlerTypes.BEFORE_COMPLETION]: + handler = cast(BeforeCompletionHandler, handler) + try: + handler(context, memory, functions, tokenizer, template, streaming) + except Exception as e: + raise ApplicationError("Failed to execute BeforeCompletion handler.") from e + + def emit_chunk_received( + self, + context: TurnContext, + memory: MemoryBase, + chunk: PromptChunk, + ) -> None: + if StreamHandlerTypes.CHUNK_RECEIVED in self.handlers: + for handler in self.handlers[StreamHandlerTypes.CHUNK_RECEIVED]: + handler = cast(ChunkReceivedHandler, handler) + try: + handler(context, memory, chunk) + except Exception as e: + raise ApplicationError("Failed to execute ChunkReceived handler.") from e + + def emit_response_received( + self, + context: TurnContext, + memory: MemoryBase, + response: PromptResponse[str], + streamer: StreamingResponse, + ) -> None: + if StreamHandlerTypes.RESPONSE_RECEIVED in self.handlers: + for handler in self.handlers[StreamHandlerTypes.RESPONSE_RECEIVED]: + handler = cast(ResponseReceivedHandler, handler) + try: + handler(context, memory, response, streamer) + except Exception as e: + raise ApplicationError("Failed to execute ResponseReceived handler") from e diff --git a/python/packages/ai/teams/ai/planners/action_planner.py b/python/packages/ai/teams/ai/planners/action_planner.py index accc48b63..355e51d19 100644 --- a/python/packages/ai/teams/ai/planners/action_planner.py +++ b/python/packages/ai/teams/ai/planners/action_planner.py @@ -15,6 +15,7 @@ from ...state import MemoryBase, TurnState from ..augmentations.default_augmentation import DefaultAugmentation from ..clients import LLMClient, LLMClientOptions +from ..models import ResponseReceivedHandler from ..models.prompt_completion_model import PromptCompletionModel from ..models.prompt_response import PromptResponse from ..prompts.prompt_functions import PromptFunctions @@ -56,6 +57,15 @@ class ActionPlannerOptions: logger: Optional[Logger] = None "Optional. When set the model will log requests" + start_streaming_message: Optional[str] = "" + "Optional message to send at the start of a streaming response." + + end_stream_handler: Optional[ResponseReceivedHandler] = None + "Optional handler to run when a stream is about to conclude." + + enable_feedback_loop: Optional[bool] = False + "Optional. Enables the Teams thumbs up or down buttons." + class ActionPlanner(Planner[StateT]): """ @@ -64,6 +74,7 @@ class ActionPlanner(Planner[StateT]): _options: ActionPlannerOptions _prompt_factory: ActionPlannerPromptFactory + _enable_feedback_loop: Optional[bool] = False @property def options(self) -> ActionPlannerOptions: @@ -78,6 +89,7 @@ def __init__(self, options: ActionPlannerOptions) -> None: """ self._options = options + self._enable_feedback_loop = options.enable_feedback_loop if isinstance(self._options.default_prompt, str): self._prompt_factory = self._default_prompt_factory(self._options.default_prompt) @@ -90,6 +102,7 @@ async def begin_task(self, context: TurnContext, state: TurnState) -> Plan: async def continue_task(self, context: TurnContext, state: TurnState) -> Plan: template = await self._prompt_factory(context, state, self) augmentation = template.augmentation or DefaultAugmentation() + res = await self.complete_prompt( context=context, memory=state, prompt=template, validator=augmentation ) @@ -97,7 +110,11 @@ async def continue_task(self, context: TurnContext, state: TurnState) -> Plan: if res.status != "success": raise ApplicationError(res.error or "[ActionPlanner]: failed task") - return await augmentation.create_plan_from_response(context, state, res) + # Check to see if we have a response + # When a streaming response is used, the response message will be undefined. + if res.message is not None: + return await augmentation.create_plan_from_response(context, state, res) + return Plan() async def complete_prompt( self, @@ -138,6 +155,9 @@ async def complete_prompt( input_variable="temp.input", validator=validator, logger=self._options.logger, + start_streaming_message=self._options.start_streaming_message, + end_stream_handler=self._options.end_stream_handler, + enable_feedback_loop=self._enable_feedback_loop, ) ) diff --git a/python/packages/ai/teams/streaming/__init__.py b/python/packages/ai/teams/streaming/__init__.py new file mode 100644 index 000000000..735dc1acf --- /dev/null +++ b/python/packages/ai/teams/streaming/__init__.py @@ -0,0 +1,17 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from .prompt_chunk import PromptChunk +from .stream_handler_types import StreamHandlerTypes +from .streaming_channel_data import StreamingChannelData +from .streaming_handlers import * +from .streaming_response import StreamingResponse + +__all__ = [ + "StreamingResponse", + "StreamingChannelData", + "PromptChunk", + "StreamHandlerTypes", +] diff --git a/python/packages/ai/teams/streaming/prompt_chunk.py b/python/packages/ai/teams/streaming/prompt_chunk.py new file mode 100644 index 000000000..e6b734db7 --- /dev/null +++ b/python/packages/ai/teams/streaming/prompt_chunk.py @@ -0,0 +1,23 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Optional + +from ..ai.prompts.message import Message + + +@dataclass +class PromptChunk: + """ + Streaming chunk passed in the `ChunkReceived` event. + """ + + delta: Optional[Message[str]] = None + """ + Delta for the response message being buffered up. + """ diff --git a/python/packages/ai/teams/streaming/stream_handler_types.py b/python/packages/ai/teams/streaming/stream_handler_types.py new file mode 100644 index 000000000..d9638a4cc --- /dev/null +++ b/python/packages/ai/teams/streaming/stream_handler_types.py @@ -0,0 +1,14 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +from enum import Enum + + +class StreamHandlerTypes(str, Enum): + BEFORE_COMPLETION = "BeforeCompletion" + CHUNK_RECEIVED = "ChunkReceived" + RESPONSE_RECEIVED = "ResponseReceived" diff --git a/python/packages/ai/teams/streaming/streaming_channel_data.py b/python/packages/ai/teams/streaming/streaming_channel_data.py new file mode 100644 index 000000000..5a9af8c63 --- /dev/null +++ b/python/packages/ai/teams/streaming/streaming_channel_data.py @@ -0,0 +1,40 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +from dataclasses import dataclass, field +from typing import Optional + +from dataclasses_json import DataClassJsonMixin, config, dataclass_json + + +@dataclass_json +@dataclass +class StreamingChannelData(DataClassJsonMixin): + """ + Structure of the outgoing channelData field for streaming responses. + The expected sequence of stream_types is: + "informative", "streaming", "streaming",..."final". + + Once the "final" message is sent, the stream is considered ended. + + Attributes: + stream_type (str): The type of message being sent. + stream_sequence (int): The sequence number of the message in the stream. + Starts at 1 for the first message, and increments from there. + stream_id (Optional[str]): The ID of the stream. + Assigned after the initial update is sent. + feedback_loop_enabled (Optional[bool]): Whether the feedback loop is enabled. + """ + + stream_type: str = field(metadata=config(field_name="streamType")) + stream_sequence: Optional[int] = field( + default=None, metadata=config(field_name="streamSequence") + ) + stream_id: Optional[str] = field(default=None, metadata=config(field_name="streamId")) + feedback_loop_enabled: Optional[bool] = field( + default=None, metadata=config(field_name="feedbackLoopEnabled") + ) diff --git a/python/packages/ai/teams/streaming/streaming_handlers.py b/python/packages/ai/teams/streaming/streaming_handlers.py new file mode 100644 index 000000000..a73a09c08 --- /dev/null +++ b/python/packages/ai/teams/streaming/streaming_handlers.py @@ -0,0 +1,33 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +from typing import Callable, Union + +from botbuilder.core import TurnContext + +from ..ai.models.prompt_response import PromptResponse +from ..ai.prompts.prompt_functions import PromptFunctions +from ..ai.prompts.prompt_template import PromptTemplate +from ..ai.tokenizers import Tokenizer +from ..state.memory import MemoryBase +from .prompt_chunk import PromptChunk +from .streaming_response import StreamingResponse + +BeforeCompletionHandler = Callable[ + [TurnContext, MemoryBase, PromptFunctions, Tokenizer, PromptTemplate, bool], None +] +"Triggered before the model is called to complete a prompt." + +ChunkReceivedHandler = Callable[[TurnContext, MemoryBase, PromptChunk], None] +"Triggered when a chunk is received from the model via streaming." + +ResponseReceivedHandler = Callable[ + [TurnContext, MemoryBase, PromptResponse[str], StreamingResponse], None +] +"Triggered after the model finishes returning a response." + +StreamEventHandler = Union[BeforeCompletionHandler, ChunkReceivedHandler, ResponseReceivedHandler] diff --git a/python/packages/ai/teams/streaming/streaming_response.py b/python/packages/ai/teams/streaming/streaming_response.py new file mode 100644 index 000000000..450855af4 --- /dev/null +++ b/python/packages/ai/teams/streaming/streaming_response.py @@ -0,0 +1,311 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from __future__ import annotations + +import asyncio +from typing import Callable, List, Optional + +from botbuilder.core import TurnContext +from botbuilder.schema import Activity, Attachment, Entity + +from teams.ai.citations.citations import Appearance, SensitivityUsageInfo +from teams.utils import snippet +from teams.utils.citations import format_citations_response, get_used_citations + +from ..ai.citations import AIEntity, ClientCitation +from ..ai.prompts.message import Citation +from ..app_error import ApplicationError +from .streaming_channel_data import StreamingChannelData + + +class StreamingResponse: + """ + A helper class for streaming responses to the client. + This class is used to send a series of updates to the client in a single response. The expected + sequence of calls is: + `queue_informative_update()`, `queue_text_chunk()`, `queue_text_chunk()`, ..., `end_stream()`. + + Once `end_stream()` is called, the stream ends and no further updates can be sent. + """ + + _context: TurnContext + _next_sequence: int = 1 + _stream_id: str = "" + _message: str = "" + _attachments: List[Attachment] = [] + _ended: bool = False + + _citations: Optional[List[ClientCitation]] = [] + _sensitivity_label: Optional[SensitivityUsageInfo] = None + _enable_feedback_loop: Optional[bool] = False + _enable_generated_by_ai_label: Optional[bool] = False + + _queue: List[Callable[[], Activity]] = [] + _queue_sync: Optional[asyncio.Task] = None + _chunk_queued: bool = False + + def __init__(self, context: TurnContext) -> None: + """ + Initializes a new instance of the `StreamingResponse` class. + :param context: The turn context. + """ + self._context = context + + @property + def stream_id(self) -> str: + """ + Access the Streaming Response's stream_id. + """ + return self._stream_id + + @property + def message(self) -> str: + """ + Returns the most recently streamed message. + """ + return self._message + + @property + def citations(self) -> Optional[List[ClientCitation]]: + """ + Returns the list of citations. + """ + return self._citations + + def set_attachments(self, attachments: List[Attachment]) -> None: + """ + Sets the attachments to attach to the final chunk. + :param attachments: List of attachments. + """ + self._attachments = attachments + + def set_feedback_loop(self, enable_feedback_loop: bool) -> None: + """ + Sets the feedback loop to enable or disable. + :param enable_feedback_loop: Boolean value to enable + or disable feedback loop. + """ + self._enable_feedback_loop = enable_feedback_loop + + def set_sensitivity_label(self, sensitivity_label: SensitivityUsageInfo) -> None: + """ + Sets the sensitivity label to attach to the final chunk. + :param sensitivity_label: SensitivityUsageInfo object. + """ + self._sensitivity_label = sensitivity_label + + def set_generated_by_ai_label(self, enable_generated_by_ai_label: bool) -> None: + """ + Sets the generated by AI label to enable or disable. + :param enable_generated_by_ai_label: Boolean value + to enable or disable generated by AI label. + """ + self._enable_generated_by_ai_label = enable_generated_by_ai_label + + def updates_sent(self) -> int: + """ + Returns the number of updates sent. + """ + return self._next_sequence - 1 + + def queue_informative_update(self, text: str) -> None: + """ + Queue an informative update to be sent to the client. + :param text: The text of the update to be sent. + """ + if self._ended: + raise ApplicationError("The stream has already ended.") + + # Queue a typing activity + activity = Activity( + type="typing", + text=text, + channel_data=StreamingChannelData( + stream_type="informative", stream_sequence=self._next_sequence + ).to_dict(), + ) + self.queue_activity(lambda: activity) + self._next_sequence += 1 + + def queue_text_chunk(self, text: str, citations: Optional[List[Citation]] = None) -> None: + """ + Queues a chunk of partial message text to be sent to the client. + The text we be sent as quickly as possible to the client. Chunks may be combined before + delivery to the client. + :param text: The text of the chunk to be sent. + """ + if self._ended: + raise ApplicationError("The stream has already ended.") + + self._message += text + + if citations and len(citations) > 0: + if not self._citations: + self._citations = [] + curr_pos = len(self._citations) + + for citation in citations: + self._citations.append( + ClientCitation( + position=f"{curr_pos}", + appearance=Appearance( + name=citation.title or f"Document {curr_pos}", + abstract=snippet(citation.content, 477), + ), + ) + ) + curr_pos += 1 + + # If there are citations, modify the content so that the sources are numbers + # instead of [doc1], [doc2], etc. + self._message = ( + self._message + if len(self._citations) == 0 + else format_citations_response(self._message) + ) + + # If there are citations, filter out the citations unused in content. + self._citations = get_used_citations(self._message, self._citations) + + # Queue the next chunk + self.queue_next_chunk() + + async def end_stream(self) -> None: + """ + Ends the stream. + """ + if self._ended: + raise ApplicationError("The stream has already ended.") + + # Queue final message + self._ended = True + self.queue_next_chunk() + + # Wait for the queue to drain + await self.wait_for_queue() + + async def wait_for_queue(self): + """ + Waits for the outoging acitivty queue to be empty. + """ + if self._queue_sync: + await self._queue_sync + else: + await asyncio.sleep(0) + + def queue_next_chunk(self) -> None: + """ + Queues the next chunk of text to be sent. + """ + + if self._chunk_queued: + return + + # Queue a chunk of text to be sent + self._chunk_queued = True + + def _format_next_chunk() -> Activity: + """ + Sends the next chunk of text to the client. + """ + self._chunk_queued = False + if self._ended: + return Activity( + type="message", + text=self._message, + attachments=self._attachments, + channel_data=StreamingChannelData(stream_type="final").to_dict(), + ) + activity = Activity( + type="typing", + text=self._message, + channel_data=StreamingChannelData( + stream_type="streaming", stream_sequence=self._next_sequence + ).to_dict(), + ) + self._next_sequence += 1 + return activity + + self.queue_activity(_format_next_chunk) + + def queue_activity(self, factory: Callable[[], Activity]) -> None: + """ + Queues an activity to be sent to the client. + :param activity_factory: A factory function that creates the activity to be sent. + """ + self._queue.append(factory) + + # If there's no sync in progress, start one + if not self._queue_sync: + try: + self._queue_sync = self.drain_queue() + except Exception as e: + raise ApplicationError( + "Error occured when sending activity while streaming:" + ) from e + + def drain_queue(self) -> asyncio.Task: + async def _drain_queue(): + """ + Sends any queued activities to the client until the queue is empty. + """ + try: + while len(self._queue) > 0: + # Get next activity from queue + factory = self._queue.pop(0) + activity = factory() + + # Send activity + await self.send_activity(activity) + finally: + # Queue is empty, mark as idle + self._queue_sync = None + + return asyncio.create_task(_drain_queue()) + + async def send_activity(self, activity: Activity) -> None: + """ + Sends an activity to the client and saves the stream ID returned. + :param activity: The activity to send. + """ + # Set activity ID to the assigned stream ID + channel_data = StreamingChannelData.from_dict(activity.channel_data) + + if self._stream_id: + channel_data.stream_id = self._stream_id + activity.channel_data = StreamingChannelData.to_dict(channel_data) + + entity_args = { + "stream_id": channel_data.stream_id, + "stream_sequence": channel_data.stream_sequence, + "stream_type": channel_data.stream_type, + } + activity.entities = [ + Entity(type="streaminfo", **entity_args), + ] + + # Add in Powered by AI feature flags + if self._ended: + channel_data = StreamingChannelData.from_dict(activity.channel_data) + channel_data.feedback_loop_enabled = self._enable_feedback_loop + activity.channel_data = StreamingChannelData.to_dict(channel_data) + + if self._enable_generated_by_ai_label: + activity.entities.append( + AIEntity( + additional_type=["AIGeneratedContent"], + citation=self._citations if self._citations else [], + usage_info=self._sensitivity_label, + ) + ) + + # Send activity + response = await self._context.send_activity(activity) + await asyncio.sleep(1.5) + + # Save assigned stream ID + if not self._stream_id and response: + self._stream_id = response.id diff --git a/python/packages/ai/tests/ai/clients/test_llm_client.py b/python/packages/ai/tests/ai/clients/test_llm_client.py index e85f89640..0d19f8dfc 100644 --- a/python/packages/ai/tests/ai/clients/test_llm_client.py +++ b/python/packages/ai/tests/ai/clients/test_llm_client.py @@ -146,7 +146,11 @@ async def test_complete_prompt_with_value(self, mock_async_openai): state = await TurnState[ConversationState, UserState, TempState].load(context) model = OpenAIModel(OpenAIModelOptions(api_key="", default_model="model")) - client = LLMClient(LLMClientOptions(model)) + client = LLMClient( + LLMClientOptions( + model, start_streaming_message="Loading results", enable_feedback_loop=True + ) + ) response = await client.complete_prompt( context=context, memory=state, diff --git a/python/packages/ai/tests/ai/models/test_prompt_completion_model_emitter.py b/python/packages/ai/tests/ai/models/test_prompt_completion_model_emitter.py new file mode 100644 index 000000000..2fd233a89 --- /dev/null +++ b/python/packages/ai/tests/ai/models/test_prompt_completion_model_emitter.py @@ -0,0 +1,117 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from unittest import IsolatedAsyncioTestCase +from unittest.mock import MagicMock + +import pytest +from botbuilder.core import TurnContext + +from teams.ai.models.prompt_completion_model_emitter import PromptCompletionModelEmitter +from teams.ai.models.prompt_response import PromptResponse +from teams.ai.prompts.prompt_functions import PromptFunctions +from teams.ai.prompts.prompt_template import PromptTemplate +from teams.ai.tokenizers.tokenizer import Tokenizer +from teams.state.memory import MemoryBase +from teams.streaming import ( + BeforeCompletionHandler, + ChunkReceivedHandler, + ResponseReceivedHandler, + StreamHandlerTypes, +) +from teams.streaming.prompt_chunk import PromptChunk +from teams.streaming.streaming_response import StreamingResponse + + +class TestPromptCompletionModelEmitter(IsolatedAsyncioTestCase): + emitter: PromptCompletionModelEmitter + + @pytest.fixture(autouse=True) + def before_each(self): + self.emitter = PromptCompletionModelEmitter() + yield + + @pytest.mark.asyncio + def test_subscribe_before_completion(self): + before_completion = MagicMock(spec=BeforeCompletionHandler) + self.emitter.subscribe(StreamHandlerTypes.BEFORE_COMPLETION, before_completion) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.BEFORE_COMPLETION]), 1) + self.assertEqual( + self.emitter.handlers[StreamHandlerTypes.BEFORE_COMPLETION][0], before_completion + ) + + @pytest.mark.asyncio + def test_subscribe_chunk_received(self): + chunk_received = MagicMock(spec=ChunkReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.CHUNK_RECEIVED, chunk_received) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.CHUNK_RECEIVED]), 1) + self.assertEqual( + self.emitter.handlers[StreamHandlerTypes.CHUNK_RECEIVED][0], chunk_received + ) + + @pytest.mark.asyncio + def test_subscribe_response_received(self): + response_received = MagicMock(spec=ResponseReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.RESPONSE_RECEIVED, response_received) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.RESPONSE_RECEIVED]), 1) + self.assertEqual( + self.emitter.handlers[StreamHandlerTypes.RESPONSE_RECEIVED][0], response_received + ) + + @pytest.mark.asyncio + def test_unsubscribe_before_completion(self): + before_completion = MagicMock(spec=BeforeCompletionHandler) + self.emitter.subscribe(StreamHandlerTypes.BEFORE_COMPLETION, before_completion) + self.emitter.unsubscribe(StreamHandlerTypes.BEFORE_COMPLETION, before_completion) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.BEFORE_COMPLETION]), 0) + + @pytest.mark.asyncio + def test_unsubscribe_chunk_received(self): + chunk_received = MagicMock(spec=ChunkReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.CHUNK_RECEIVED, chunk_received) + self.emitter.unsubscribe(StreamHandlerTypes.CHUNK_RECEIVED, chunk_received) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.CHUNK_RECEIVED]), 0) + + @pytest.mark.asyncio + def test_unsubscribe_response_received(self): + response_received = MagicMock(spec=ResponseReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.RESPONSE_RECEIVED, response_received) + self.emitter.unsubscribe(StreamHandlerTypes.RESPONSE_RECEIVED, response_received) + self.assertEqual(len(self.emitter.handlers[StreamHandlerTypes.RESPONSE_RECEIVED]), 0) + + @pytest.mark.asyncio + def test_emit_before_completion(self): + before_completion = MagicMock(spec=BeforeCompletionHandler) + self.emitter.subscribe(StreamHandlerTypes.BEFORE_COMPLETION, before_completion) + turn_context = MagicMock(spec=TurnContext) + memory = MagicMock(spec=MemoryBase) + functions = MagicMock(spec=PromptFunctions) + tokenizer = MagicMock(spec=Tokenizer) + template = MagicMock(spec=PromptTemplate) + self.emitter.emit_before_completion( + turn_context, memory, functions, tokenizer, template, True + ) + before_completion.assert_called_once() + + @pytest.mark.asyncio + def test_emit_chunk_received(self): + chunk_received = MagicMock(spec=ChunkReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.CHUNK_RECEIVED, chunk_received) + turn_context = MagicMock(spec=TurnContext) + memory = MagicMock(spec=MemoryBase) + prompt_chunk = MagicMock(spec=PromptChunk) + self.emitter.emit_chunk_received(turn_context, memory, prompt_chunk) + chunk_received.assert_called_once() + + @pytest.mark.asyncio + def test_emit_response_received(self): + response_received = MagicMock(spec=ResponseReceivedHandler) + self.emitter.subscribe(StreamHandlerTypes.RESPONSE_RECEIVED, response_received) + turn_context = MagicMock(spec=TurnContext) + memory = MagicMock(spec=MemoryBase) + prompt_response = MagicMock(spec=PromptResponse[str]) + streamer = MagicMock(spec=StreamingResponse) + self.emitter.emit_response_received(turn_context, memory, prompt_response, streamer) + response_received.assert_called_once() diff --git a/python/packages/ai/tests/streaming/test_streaming_response.py b/python/packages/ai/tests/streaming/test_streaming_response.py new file mode 100644 index 000000000..3fa78240b --- /dev/null +++ b/python/packages/ai/tests/streaming/test_streaming_response.py @@ -0,0 +1,167 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from unittest import IsolatedAsyncioTestCase + +import pytest +from botbuilder.core import CardFactory, TurnContext +from botbuilder.schema import Activity, Attachment, ChannelAccount, ConversationAccount + +from teams.ai.prompts.message import Citation +from teams.app_error import ApplicationError +from teams.streaming.streaming_response import StreamingResponse +from tests.utils.adapter import SimpleAdapter + + +class TestStreamingResponse(IsolatedAsyncioTestCase): + + def create_mock_context(self): + return TurnContext( + SimpleAdapter(), + Activity( + id="1234", + type="event", + text="test", + from_property=ChannelAccount(id="user", name="User Name"), + recipient=ChannelAccount(id="bot", name="Bot Name"), + conversation=ConversationAccount(id="convo", name="Convo Name"), + channel_id="UnitTest", + locale="en-uS", + service_url="https://example.org", + ), + ) + + @pytest.mark.asyncio + async def test_single_informative_update(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_informative_update("starting") + await streamer.wait_for_queue() + self.assertEqual(streamer.updates_sent(), 1) + + @pytest.mark.asyncio + async def test_double_informative_update(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_informative_update("first") + streamer.queue_informative_update("second") + await streamer.wait_for_queue() + self.assertEqual(streamer.updates_sent(), 2) + + @pytest.mark.asyncio + async def test_informative_update_assert_throws(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + await streamer.end_stream() + + with self.assertRaises(ApplicationError): + streamer.queue_informative_update("first") + + @pytest.mark.asyncio + async def test_send_text_chunk(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk("first") + await streamer.wait_for_queue() + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + self.assertEqual(streamer.updates_sent(), 2) + + @pytest.mark.asyncio + async def test_send_text_chunk_with_irrelevant_citations(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk( + "first", + [ + Citation( + content="test-content", url="https://example.com", title="test", filepath="test" + ) + ], + ) + await streamer.wait_for_queue() + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + self.assertEqual(streamer.updates_sent(), 2) + self.assertEqual(streamer.message, "firstsecond") + self.assertEqual(streamer.citations, None) + + @pytest.mark.asyncio + async def test_send_text_chunk_assert_throws(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk("first") + await streamer.wait_for_queue() + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + await streamer.end_stream() + + with self.assertRaises(ApplicationError): + streamer.queue_text_chunk("third") + self.assertEqual(streamer.updates_sent(), 2) + + @pytest.mark.asyncio + async def test_end_stream(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + await streamer.end_stream() + self.assertEqual(streamer.updates_sent(), 0) + + @pytest.mark.asyncio + async def test_send_final_message(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk("first") + await streamer.wait_for_queue() + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + await streamer.end_stream() + self.assertEqual(streamer.updates_sent(), 2) + + @pytest.mark.asyncio + async def test_send_final_chunk_attachment(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk("first") + await streamer.wait_for_queue() + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + + adaptive_card = CardFactory.adaptive_card( + { + "type": "AdaptiveCard", + "$schema": "http://adaptivecards.io/schemas/adaptive-card.json", + "version": "1.6", + "body": [ + { + "text": "This is an example of an attachment..", + "wrap": True, + "type": "TextBlock", + } + ], + } + ) + + attachment = Attachment( + content=adaptive_card, content_type="application/vnd.microsoft.card.adaptive" + ) + streamer._attachments = [attachment] + await streamer.end_stream() + self.assertEqual(len(streamer._attachments), 1) + self.assertEqual(streamer.updates_sent(), 2) + + @pytest.mark.asyncio + async def test_send_final_chunk_with_feedback_and_label(self): + context = self.create_mock_context() + streamer = StreamingResponse(context) + streamer.queue_text_chunk("first") + await streamer.wait_for_queue() + streamer.set_feedback_loop(True) + streamer.set_generated_by_ai_label(True) + streamer.queue_text_chunk("second") + await streamer.wait_for_queue() + await streamer.end_stream() + + self.assertEqual(streamer.updates_sent(), 2) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.gitignore b/python/samples/04.ai.h.chainedActions.listBot-streaming/.gitignore new file mode 100644 index 000000000..5f3e01800 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.gitignore @@ -0,0 +1,11 @@ +# Auto generated during deployment +requirements.txt + +.env + +# Teams Toolkit +env/.env.*.user +env/.env.local +env/.env.*.dev +appPackage/build +.deployment \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.pylintrc b/python/samples/04.ai.h.chainedActions.listBot-streaming/.pylintrc new file mode 100644 index 000000000..0e8543fa9 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.pylintrc @@ -0,0 +1,640 @@ +[MAIN] + +# Analyse import fallback blocks. This can be used to support both Python 2 and +# 3 compatible code, which means that the block might have code that exists +# only in one or another interpreter, leading to false positives when analysed. +analyse-fallback-blocks=no + +# Clear in-memory caches upon conclusion of linting. Useful if running pylint +# in a server-like mode. +clear-cache-post-run=no + +# Load and enable all available extensions. Use --list-extensions to see a list +# all available extensions. +#enable-all-extensions= + +# In error mode, messages with a category besides ERROR or FATAL are +# suppressed, and no reports are done by default. Error mode is compatible with +# disabling specific errors. +#errors-only= + +# Always return a 0 (non-error) status code, even if lint errors are found. +# This is primarily useful in continuous integration scripts. +#exit-zero= + +# A comma-separated list of package or module names from where C extensions may +# be loaded. Extensions are loading into the active Python interpreter and may +# run arbitrary code. +extension-pkg-allow-list= + +# A comma-separated list of package or module names from where C extensions may +# be loaded. Extensions are loading into the active Python interpreter and may +# run arbitrary code. (This is an alternative name to extension-pkg-allow-list +# for backward compatibility.) +extension-pkg-whitelist= + +# Return non-zero exit code if any of these messages/categories are detected, +# even if score is above --fail-under value. Syntax same as enable. Messages +# specified are enabled, while categories only check already-enabled messages. +fail-on= + +# Specify a score threshold under which the program will exit with error. +fail-under=10 + +# Interpret the stdin as a python script, whose filename needs to be passed as +# the module_or_package argument. +#from-stdin= + +# Files or directories to be skipped. They should be base names, not paths. +ignore=CVS + +# Add files or directories matching the regular expressions patterns to the +# ignore-list. The regex matches against paths and can be in Posix or Windows +# format. Because '\\' represents the directory delimiter on Windows systems, +# it can't be used as an escape character. +ignore-paths= + +# Files or directories matching the regular expression patterns are skipped. +# The regex matches against base names, not paths. The default value ignores +# Emacs file locks +ignore-patterns=^\.# + +# List of module names for which member attributes should not be checked +# (useful for modules/projects where namespaces are manipulated during runtime +# and thus existing member attributes cannot be deduced by static analysis). It +# supports qualified module names, as well as Unix pattern matching. +ignored-modules= + +# Python code to execute, usually for sys.path manipulation such as +# pygtk.require(). +#init-hook= + +# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the +# number of processors available to use, and will cap the count on Windows to +# avoid hangs. +jobs=1 + +# Control the amount of potential inferred values when inferring a single +# object. This can help the performance when dealing with large functions or +# complex, nested conditions. +limit-inference-results=100 + +# List of plugins (as comma separated values of python module names) to load, +# usually to register additional checkers. +load-plugins= + +# Pickle collected data for later comparisons. +persistent=yes + +# Minimum Python version to use for version dependent checks. Will default to +# the version used to run pylint. +py-version=3.8 + +# Discover python modules and packages in the file system subtree. +recursive=no + +# Add paths to the list of the source roots. Supports globbing patterns. The +# source root is an absolute path or a path relative to the current working +# directory used to determine a package namespace for modules located under the +# source root. +source-roots= + +# When enabled, pylint would attempt to guess common misconfiguration and emit +# user-friendly hints instead of false-positive error messages. +suggestion-mode=yes + +# Allow loading of arbitrary C extensions. Extensions are imported into the +# active Python interpreter and may run arbitrary code. +unsafe-load-any-extension=no + +# In verbose mode, extra non-checker-related info will be displayed. +#verbose= + + +[BASIC] + +# Naming style matching correct argument names. +argument-naming-style=snake_case + +# Regular expression matching correct argument names. Overrides argument- +# naming-style. If left empty, argument names will be checked with the set +# naming style. +#argument-rgx= + +# Naming style matching correct attribute names. +attr-naming-style=snake_case + +# Regular expression matching correct attribute names. Overrides attr-naming- +# style. If left empty, attribute names will be checked with the set naming +# style. +#attr-rgx= + +# Bad variable names which should always be refused, separated by a comma. +bad-names=foo, + bar, + baz, + toto, + tutu, + tata + +# Bad variable names regexes, separated by a comma. If names match any regex, +# they will always be refused +bad-names-rgxs= + +# Naming style matching correct class attribute names. +class-attribute-naming-style=any + +# Regular expression matching correct class attribute names. Overrides class- +# attribute-naming-style. If left empty, class attribute names will be checked +# with the set naming style. +#class-attribute-rgx= + +# Naming style matching correct class constant names. +class-const-naming-style=UPPER_CASE + +# Regular expression matching correct class constant names. Overrides class- +# const-naming-style. If left empty, class constant names will be checked with +# the set naming style. +#class-const-rgx= + +# Naming style matching correct class names. +class-naming-style=PascalCase + +# Regular expression matching correct class names. Overrides class-naming- +# style. If left empty, class names will be checked with the set naming style. +#class-rgx= + +# Naming style matching correct constant names. +const-naming-style=UPPER_CASE + +# Regular expression matching correct constant names. Overrides const-naming- +# style. If left empty, constant names will be checked with the set naming +# style. +#const-rgx= + +# Minimum line length for functions/classes that require docstrings, shorter +# ones are exempt. +# docstring-min-length=-1 + +# Naming style matching correct function names. +function-naming-style=snake_case + +# Regular expression matching correct function names. Overrides function- +# naming-style. If left empty, function names will be checked with the set +# naming style. +#function-rgx= + +# Good variable names which should always be accepted, separated by a comma. +good-names=ai, + ci, + sk, + i, + j, + e, + o, + k, + ex, + Run, + _ + +# Good variable names regexes, separated by a comma. If names match any regex, +# they will always be accepted +good-names-rgxs= + +# Include a hint for the correct naming format with invalid-name. +include-naming-hint=no + +# Naming style matching correct inline iteration names. +inlinevar-naming-style=any + +# Regular expression matching correct inline iteration names. Overrides +# inlinevar-naming-style. If left empty, inline iteration names will be checked +# with the set naming style. +#inlinevar-rgx= + +# Naming style matching correct method names. +method-naming-style=snake_case + +# Regular expression matching correct method names. Overrides method-naming- +# style. If left empty, method names will be checked with the set naming style. +#method-rgx= + +# Naming style matching correct module names. +module-naming-style=snake_case + +# Regular expression matching correct module names. Overrides module-naming- +# style. If left empty, module names will be checked with the set naming style. +#module-rgx= + +# Colon-delimited sets of names that determine each other's naming style when +# the name regexes allow several styles. +name-group= + +# Regular expression which should only match function or class names that do +# not require a docstring. +no-docstring-rgx=^_ + +# List of decorators that produce properties, such as abc.abstractproperty. Add +# to this list to register other decorators that produce valid properties. +# These decorators are taken in consideration only for invalid-name. +property-classes=abc.abstractproperty + +# Regular expression matching correct type alias names. If left empty, type +# alias names will be checked with the set naming style. +#typealias-rgx= + +# Regular expression matching correct type variable names. If left empty, type +# variable names will be checked with the set naming style. +#typevar-rgx= + +# Naming style matching correct variable names. +variable-naming-style=snake_case + +# Regular expression matching correct variable names. Overrides variable- +# naming-style. If left empty, variable names will be checked with the set +# naming style. +#variable-rgx= + + +[CLASSES] + +# Warn about protected attribute access inside special methods +check-protected-access-in-special-methods=no + +# List of method names used to declare (i.e. assign) instance attributes. +defining-attr-methods=__init__, + __new__, + setUp, + asyncSetUp, + __post_init__ + +# List of member names, which should be excluded from the protected access +# warning. +exclude-protected=_asdict,_fields,_replace,_source,_make,os._exit + +# List of valid names for the first argument in a class method. +valid-classmethod-first-arg=cls + +# List of valid names for the first argument in a metaclass class method. +valid-metaclass-classmethod-first-arg=mcs + + +[DESIGN] + +# List of regular expressions of class ancestor names to ignore when counting +# public methods (see R0903) +exclude-too-few-public-methods= + +# List of qualified class names to ignore when counting class parents (see +# R0901) +ignored-parents= + +# Maximum number of arguments for function / method. +max-args=5 + +# Maximum number of attributes for a class (see R0902). +max-attributes=10 + +# Maximum number of boolean expressions in an if statement (see R0916). +max-bool-expr=5 + +# Maximum number of branch for function / method body. +max-branches=12 + +# Maximum number of locals for function / method body. +max-locals=15 + +# Maximum number of parents for a class (see R0901). +max-parents=7 + +# Maximum number of public methods for a class (see R0904). +max-public-methods=20 + +# Maximum number of return / yield for function / method body. +max-returns=6 + +# Maximum number of statements in function / method body. +max-statements=50 + +# Minimum number of public methods for a class (see R0903). +min-public-methods=2 + + +[EXCEPTIONS] + +# Exceptions that will emit a warning when caught. +overgeneral-exceptions=builtins.BaseException,builtins.Exception + + +[FORMAT] + +# Expected format of line ending, e.g. empty (any line ending), LF or CRLF. +expected-line-ending-format= + +# Regexp for a line that is allowed to be longer than the limit. +ignore-long-lines=^\s*(# )??$ + +# Number of spaces of indent required inside a hanging or continued line. +indent-after-paren=4 + +# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1 +# tab). +indent-string=' ' + +# Maximum number of characters on a single line. +max-line-length=100 + +# Maximum number of lines in a module. +max-module-lines=1000 + +# Allow the body of a class to be on the same line as the declaration if body +# contains single statement. +single-line-class-stmt=no + +# Allow the body of an if to be on the same line as the test if there is no +# else. +single-line-if-stmt=no + + +[IMPORTS] + +# List of modules that can be imported at any level, not just the top level +# one. +allow-any-import-level= + +# Allow explicit reexports by alias from a package __init__. +allow-reexport-from-package=no + +# Allow wildcard imports from modules that define __all__. +allow-wildcard-with-all=no + +# Deprecated modules which should not be used, separated by a comma. +deprecated-modules= + +# Output a graph (.gv or any supported image format) of external dependencies +# to the given file (report RP0402 must not be disabled). +ext-import-graph= + +# Output a graph (.gv or any supported image format) of all (i.e. internal and +# external) dependencies to the given file (report RP0402 must not be +# disabled). +import-graph= + +# Output a graph (.gv or any supported image format) of internal dependencies +# to the given file (report RP0402 must not be disabled). +int-import-graph= + +# Force import order to recognize a module as part of the standard +# compatibility libraries. +known-standard-library= + +# Force import order to recognize a module as part of a third party library. +known-third-party=enchant + +# Couples of modules and preferred modules, separated by a comma. +preferred-modules= + + +[LOGGING] + +# The type of string formatting that logging methods do. `old` means using % +# formatting, `new` is for `{}` formatting. +logging-format-style=old + +# Logging modules to check that the string format arguments are in logging +# function parameter format. +logging-modules=logging + + +[MESSAGES CONTROL] + +# Only show warnings with the listed confidence levels. Leave empty to show +# all. Valid levels: HIGH, CONTROL_FLOW, INFERENCE, INFERENCE_FAILURE, +# UNDEFINED. +confidence=HIGH, + CONTROL_FLOW, + INFERENCE, + INFERENCE_FAILURE, + UNDEFINED + +# Disable the message, report, category or checker with the given id(s). You +# can either give multiple identifiers separated by comma (,) or put this +# option multiple times (only on the command line, not in the configuration +# file where it should appear only once). You can also use "--disable=all" to +# disable everything first and then re-enable specific checks. For example, if +# you want to run only the similarities checker, you can use "--disable=all +# --enable=similarities". If you want to run only the classes checker, but have +# no Warning level messages displayed, use "--disable=all --enable=classes +# --disable=W". +disable=raw-checker-failed, + bad-inline-option, + locally-disabled, + file-ignored, + suppressed-message, + useless-suppression, + deprecated-pragma, + use-symbolic-message-instead, + C0116, + C0115, + R0903, + W0212 + +# Enable the message, report, category or checker with the given id(s). You can +# either give multiple identifier separated by comma (,) or put this option +# multiple time (only on the command line, not in the configuration file where +# it should appear only once). See also the "--disable" option for examples. +enable=c-extension-no-member + + +[METHOD_ARGS] + +# List of qualified names (i.e., library.method) which require a timeout +# parameter e.g. 'requests.api.get,requests.api.post' +timeout-methods=requests.api.delete,requests.api.get,requests.api.head,requests.api.options,requests.api.patch,requests.api.post,requests.api.put,requests.api.request + + +[MISCELLANEOUS] + +# List of note tags to take in consideration, separated by a comma. +notes=FIXME, + XXX, + TODO + +# Regular expression of note tags to take in consideration. +notes-rgx= + + +[REFACTORING] + +# Maximum number of nested blocks for function / method body +max-nested-blocks=5 + +# Complete name of functions that never returns. When checking for +# inconsistent-return-statements if a never returning function is called then +# it will be considered as an explicit return statement and no message will be +# printed. +never-returning-functions=sys.exit,argparse.parse_error + + +[REPORTS] + +# Python expression which should return a score less than or equal to 10. You +# have access to the variables 'fatal', 'error', 'warning', 'refactor', +# 'convention', and 'info' which contain the number of messages in each +# category, as well as 'statement' which is the total number of statements +# analyzed. This score is used by the global evaluation report (RP0004). +evaluation=max(0, 0 if fatal else 10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)) + +# Template used to display messages. This is a python new-style format string +# used to format the message information. See doc for all details. +msg-template= + +# Set the output format. Available formats are text, parseable, colorized, json +# and msvs (visual studio). You can also give a reporter class, e.g. +# mypackage.mymodule.MyReporterClass. +#output-format= + +# Tells whether to display a full report or only the messages. +reports=no + +# Activate the evaluation score. +score=yes + + +[SIMILARITIES] + +# Comments are removed from the similarity computation +ignore-comments=yes + +# Docstrings are removed from the similarity computation +ignore-docstrings=yes + +# Imports are removed from the similarity computation +ignore-imports=yes + +# Signatures are removed from the similarity computation +ignore-signatures=yes + +# Minimum lines number of a similarity. +min-similarity-lines=4 + + +[SPELLING] + +# Limits count of emitted suggestions for spelling mistakes. +max-spelling-suggestions=4 + +# Spelling dictionary name. No available dictionaries : You need to install +# both the python package and the system dependency for enchant to work.. +spelling-dict= + +# List of comma separated words that should be considered directives if they +# appear at the beginning of a comment and should not be checked. +spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy: + +# List of comma separated words that should not be checked. +spelling-ignore-words= + +# A path to a file that contains the private dictionary; one word per line. +spelling-private-dict-file= + +# Tells whether to store unknown words to the private dictionary (see the +# --spelling-private-dict-file option) instead of raising a message. +spelling-store-unknown-words=no + + +[STRING] + +# This flag controls whether inconsistent-quotes generates a warning when the +# character used as a quote delimiter is used inconsistently within a module. +check-quote-consistency=no + +# This flag controls whether the implicit-str-concat should generate a warning +# on implicit string concatenation in sequences defined over several lines. +check-str-concat-over-line-jumps=no + + +[TYPECHECK] + +# List of decorators that produce context managers, such as +# contextlib.contextmanager. Add to this list to register other decorators that +# produce valid context managers. +contextmanager-decorators=contextlib.contextmanager + +# List of members which are set dynamically and missed by pylint inference +# system, and so shouldn't trigger E1101 when accessed. Python regular +# expressions are accepted. +generated-members= + +# Tells whether to warn about missing members when the owner of the attribute +# is inferred to be None. +ignore-none=yes + +# This flag controls whether pylint should warn about no-member and similar +# checks whenever an opaque object is returned when inferring. The inference +# can return multiple potential results while evaluating a Python object, but +# some branches might not be evaluated, which results in partial inference. In +# that case, it might be useful to still emit no-member and other checks for +# the rest of the inferred objects. +ignore-on-opaque-inference=yes + +# List of symbolic message names to ignore for Mixin members. +ignored-checks-for-mixins=no-member, + not-async-context-manager, + not-context-manager, + attribute-defined-outside-init + +# List of class names for which member attributes should not be checked (useful +# for classes with dynamically set attributes). This supports the use of +# qualified names. +ignored-classes=optparse.Values,thread._local,_thread._local,argparse.Namespace + +# Show a hint with possible names when a member name was not found. The aspect +# of finding the hint is based on edit distance. +missing-member-hint=yes + +# The minimum edit distance a name should have in order to be considered a +# similar match for a missing member name. +missing-member-hint-distance=1 + +# The total number of similar names that should be taken in consideration when +# showing a hint for a missing member. +missing-member-max-choices=1 + +# Regex pattern to define which classes are considered mixins. +mixin-class-rgx=.*[Mm]ixin + +# List of decorators that change the signature of a decorated function. +signature-mutators= + + +[VARIABLES] + +# List of additional names supposed to be defined in builtins. Remember that +# you should avoid defining new builtins when possible. +additional-builtins= + +# Tells whether unused global variables should be treated as a violation. +allow-global-unused-variables=yes + +# List of names allowed to shadow builtins +allowed-redefined-builtins= + +# List of strings which can identify a callback function by name. A callback +# name must start or end with one of those strings. +callbacks=cb_, + _cb + +# A regular expression matching the name of dummy variables (i.e. expected to +# not be used). +dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_ + +# Argument names that match this expression will be ignored. +ignored-argument-names=_.*|^ignored_|^unused_ + +# Tells whether we should check for unused import in __init__ files. +init-import=no + +# List of qualified module names which can have objects that can redefine +# builtins. +redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/launch.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/launch.json new file mode 100644 index 000000000..542680cf9 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/launch.json @@ -0,0 +1,90 @@ +{ + "version": "0.2.0", + "configurations": [ + { + "name": "Launch Remote (Edge)", + "type": "msedge", + "request": "launch", + "url": "https://teams.microsoft.com/l/app/${{TEAMS_APP_ID}}?installAppPackage=true&webjoin=true&${account-hint}", + "presentation": { + "group": "remote", + "order": 1 + }, + "internalConsoleOptions": "neverOpen" + }, + { + "name": "Launch Remote (Chrome)", + "type": "chrome", + "request": "launch", + "url": "https://teams.microsoft.com/l/app/${{TEAMS_APP_ID}}?installAppPackage=true&webjoin=true&${account-hint}", + "presentation": { + "group": "remote", + "order": 2 + }, + "internalConsoleOptions": "neverOpen" + }, + { + "name": "Launch App (Edge)", + "type": "msedge", + "request": "launch", + "url": "https://teams.microsoft.com/l/app/${{local:TEAMS_APP_ID}}?installAppPackage=true&webjoin=true&${account-hint}", + "cascadeTerminateToConfigurations": [ + "Attach to Local Service" + ], + "presentation": { + "group": "all", + "hidden": true + }, + "internalConsoleOptions": "neverOpen" + }, + { + "name": "Launch App (Chrome)", + "type": "chrome", + "request": "launch", + "url": "https://teams.microsoft.com/l/app/${{local:TEAMS_APP_ID}}?installAppPackage=true&webjoin=true&${account-hint}", + "cascadeTerminateToConfigurations": [ + "Attach to Local Service" + ], + "presentation": { + "group": "all", + "hidden": true + }, + "internalConsoleOptions": "neverOpen" + }, + { + "name": "Start", + "type": "python", + "request": "launch", + "program": "${workspaceFolder}/src/app.py", + "console": "integratedTerminal", + } + ], + "compounds": [ + { + "name": "Debug (Edge)", + "configurations": [ + "Launch App (Edge)", + "Start" + ], + "preLaunchTask": "Start Teams App Locally", + "presentation": { + "group": "all", + "order": 1 + }, + "stopAll": true + }, + { + "name": "Debug (Chrome)", + "configurations": [ + "Launch App (Chrome)", + "Start" + ], + "preLaunchTask": "Start Teams App Locally", + "presentation": { + "group": "all", + "order": 2 + }, + "stopAll": true + } + ] +} \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/settings.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/settings.json new file mode 100644 index 000000000..97c87102f --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/settings.json @@ -0,0 +1,5 @@ +{ + "python.terminal.activateEnvironment": true, + "python.terminal.activateEnvInCurrentTerminal": true, + "python.analysis.typeCheckingMode": "basic", +} diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/tasks.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/tasks.json new file mode 100644 index 000000000..25fde9bd5 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.vscode/tasks.json @@ -0,0 +1,80 @@ +// This file is automatically generated by Teams Toolkit. +// The teamsfx tasks defined in this file require Teams Toolkit version >= 5.0.0. +// See https://aka.ms/teamsfx-tasks for details on how to customize each task. +{ + "version": "2.0.0", + "tasks": [ + { + "label": "Start Teams App Locally", + "dependsOn": [ + "Validate prerequisites", + "Start local tunnel", + "Provision", + "Deploy" + ], + "dependsOrder": "sequence" + }, + { + // Check all required prerequisites. + // See https://aka.ms/teamsfx-tasks/check-prerequisites to know the details and how to customize the args. + "label": "Validate prerequisites", + "type": "teamsfx", + "command": "debug-check-prerequisites", + "args": { + "prerequisites": [ + "nodejs", // Validate if Node.js is installed. + "m365Account", // Sign-in prompt for Microsoft 365 account, then validate if the account enables the sideloading permission. + "portOccupancy" // Validate available ports to ensure those debug ones are not occupied. + ], + "portOccupancy": [ + 3978, // app service port + 9239 // app inspector port for Node.js debugger + ] + } + }, + { + // Start the local tunnel service to forward public URL to local port and inspect traffic. + // See https://aka.ms/teamsfx-tasks/local-tunnel for the detailed args definitions. + "label": "Start local tunnel", + "type": "teamsfx", + "command": "debug-start-local-tunnel", + "args": { + "type": "dev-tunnel", + "ports": [ + { + "portNumber": 3978, + "protocol": "http", + "access": "public", + "writeToEnvironmentFile": { + "endpoint": "BOT_ENDPOINT", // output tunnel endpoint as BOT_ENDPOINT + "domain": "BOT_DOMAIN" // output tunnel domain as BOT_DOMAIN + } + } + ], + "env": "local" + }, + "isBackground": true, + "problemMatcher": "$teamsfx-local-tunnel-watch" + }, + { + // Create the debug resources. + // See https://aka.ms/teamsfx-tasks/provision to know the details and how to customize the args. + "label": "Provision", + "type": "teamsfx", + "command": "provision", + "args": { + "env": "local" + } + }, + { + // Build project. + // See https://aka.ms/teamsfx-tasks/deploy to know the details and how to customize the args. + "label": "Deploy", + "type": "teamsfx", + "command": "deploy", + "args": { + "env": "local" + } + } + ] +} \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/.webappignore b/python/samples/04.ai.h.chainedActions.listBot-streaming/.webappignore new file mode 100644 index 000000000..4c49bcdf2 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/.webappignore @@ -0,0 +1,9 @@ +.venv/ +.vscode/ +.env +env/ +README.md +teamsapp.yml +teamsapp.local.yml +__pycache__ +.mypy_cache \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/README.md b/python/samples/04.ai.h.chainedActions.listBot-streaming/README.md new file mode 100644 index 000000000..fb2373b92 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/README.md @@ -0,0 +1,57 @@ +# Teams List Bot + +ListBot: Your Ultimate List Management Companion. Powered by advanced AI capabilities, this innovative bot is designed to streamline task list. With the ability to create, update, and search lists and tasks, the ListBot offers a seamless and efficient solution to help you stay on top of your to-do's and maximize productivity. Experience the ease of list management like never before, as the ListBot harnesses the power of AI to simplify your workflow and bring order to your daily tasks and showcases the action chaining capabilities. + + + + + +- [Teams List Bot](#teams-list-bot) + - [Interacting with the bot](#interacting-with-the-bot) + - [Setting up the sample](#setting-up-the-sample) + - [Testing the sample](#testing-the-sample) + - [Using Teams Toolkit for Visual Studio Code](#using-teams-toolkit-for-visual-studio-code) + + + +## Interacting with the bot + +You can interact with the bot by asking for a summary of the list, adding new items to the list, or removing them. You can also ask the bot to find an item in the list. + +## Setting up the sample + +1. Clone the repository + + ```bash + git clone https://github.com/Microsoft/teams-ai.git + ``` + +2. Duplicate the `sample.env` in the `teams-ai/python/samples/04.ai.d.chainedActions.listBot` folder. Rename the file to `.env`. + +3. If you are using OpenAI then only keep the `OPENAI_KEY` and add in your key. Otherwise if you are using AzureOpenAI then only keep the `AZURE_OPENAI_KEY`, `AZURE_OPENAI_ENDPOINT` variables and fill them in appropriately. + +4. Update `config.json` and `bot.py` with your model deployment name. + +## Testing the sample + +The easiest and fastest way to get up and running is with Teams Toolkit as your development guide. To use Teams Toolkit to automate setup and debugging, please [continue below](#using-teams-toolkit-for-visual-studio-code). + +Otherwise, if you only want to run the bot locally and build manually, please jump to the [BotFramework Emulator](../README.md#testing-in-botframework-emulator) section. +For different ways to test a sample see: [Multiple ways to test](../README.md#multiple-ways-to-test) + +### Using Teams Toolkit for Visual Studio Code + +The simplest way to run this sample in Teams is to use Teams Toolkit for Visual Studio Code. + +1. Ensure you have downloaded and installed [Visual Studio Code](https://code.visualstudio.com/docs/setup/setup-overview) +2. Install the [Teams Toolkit extension](https://marketplace.visualstudio.com/items?itemName=TeamsDevApp.ms-teams-vscode-extension) +3. Install the [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python) +4. Install [Poetry](https://python-poetry.org/docs/#installation) +5. Select **File > Open Folder** in VS Code and choose this sample's directory from the repo +6. Using the extension, sign in with your Microsoft 365 account where you have permissions to upload custom apps +7. Ensure that you have set up the sample from the previous step. +8. Trigger **Python: Create Environment** from command palette and create a virtual environment +9. Select **Debug > Start Debugging** or **F5** to run the app in a Teams web client. +10. In the browser that launches, select the **Add** button to install the app to Teams. + +> If you do not have permission to upload custom apps (sideloading), Teams Toolkit will recommend creating and using a Microsoft 365 Developer Program account - a free program to get your own dev environment sandbox that includes Teams. \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/color.png b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/color.png new file mode 100644 index 000000000..4ab158588 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/color.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67c7c063ba4dc41c977080c1f1fa17c897e1c72ec4a6412ed5e681b5d4cb9680 +size 1066 diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/manifest.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/manifest.json new file mode 100644 index 000000000..a906174c0 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/manifest.json @@ -0,0 +1,50 @@ +{ + "$schema": "https://developer.microsoft.com/json-schemas/teams/v1.16/MicrosoftTeams.schema.json", + "version": "1.0.0", + "manifestVersion": "1.16", + "id": "${{TEAMS_APP_ID}}", + "packageName": "com.package.name", + "name": { + "short": "ListBot${{APP_NAME_SUFFIX}}", + "full": "List Bot" + }, + "developer": { + "name": "Microsoft", + "mpnId": "", + "websiteUrl": "https://teams.microsoft.com", + "privacyUrl": "https://privacy.microsoft.com/privacystatement", + "termsOfUseUrl": "https://www.microsoft.com/legal/terms-of-use" + }, + "description": { + "short": "Sample AI bot for managing lists of items", + "full": "Sample AI bot for managing lists items" + }, + "icons": { + "outline": "outline.png", + "color": "color.png" + }, + "accentColor": "#FFFFFF", + "staticTabs": [ + { + "entityId": "conversations", + "scopes": ["personal"] + }, + { + "entityId": "about", + "scopes": ["personal"] + } + ], + "bots": [ + { + "botId": "${{BOT_ID}}", + "scopes": ["personal", "team", "groupChat"], + "isNotificationOnly": false, + "supportsCalling": false, + "supportsVideo": false, + "supportsFiles": false + } + ], + "validDomains": [ + "${{BOT_DOMAIN}}" + ] +} diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/outline.png b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/outline.png new file mode 100644 index 000000000..458549f6d --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/appPackage/outline.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1ddc76f79027d9c0300689721649ce1f1950271a5fc4ca50ae56545228fb566 +size 249 diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev new file mode 100644 index 000000000..4b07861c0 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev @@ -0,0 +1,16 @@ +# This file includes environment variables that will be committed to git by default. + +# Built-in environment variables +TEAMSFX_ENV=dev +APP_NAME_SUFFIX=dev + +# Updating AZURE_SUBSCRIPTION_ID or AZURE_RESOURCE_GROUP_NAME after provision may also require an update to RESOURCE_SUFFIX, because some services require a globally unique name across subscriptions/resource groups. +AZURE_SUBSCRIPTION_ID= +AZURE_RESOURCE_GROUP_NAME= +RESOURCE_SUFFIX= + +# Generated during provision, you can also add your own variables. +BOT_ID= +TEAMS_APP_ID= +BOT_AZURE_APP_SERVICE_RESOURCE_ID= +BOT_DOMAIN= \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev.user b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev.user new file mode 100644 index 000000000..6aa1de530 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.dev.user @@ -0,0 +1,8 @@ +# This file includes environment variables that will not be committed to git by default. You can set these environment variables in your CI/CD system for your project. + +# Secrets. Keys prefixed with `SECRET_` will be masked in Teams Toolkit logs. +SECRET_BOT_PASSWORD= + +# For Azure App Service, provide the following key/endpoints. +AZURE_OPENAI_KEY= +AZURE_OPENAI_ENDPOINT= \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local new file mode 100644 index 000000000..0aa513576 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local @@ -0,0 +1,12 @@ +# This file includes environment variables that can be committed to git. It's gitignored by default because it represents your local development environment. + +# Built-in environment variables +TEAMSFX_ENV=local +APP_NAME_SUFFIX=local + +# Generated during provision, you can also add your own variables. +BOT_ID= +TEAMS_APP_ID= +BOT_DOMAIN= +BOT_ENDPOINT= +TEAMS_APP_TENANT_ID= \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local.user b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local.user new file mode 100644 index 000000000..58b80d6bc --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/env/.env.local.user @@ -0,0 +1,6 @@ +# This file includes environment variables that will not be committed to git by default. You can set these environment variables in your CI/CD system for your project. + +TEAMS_APP_UPDATE_TIME= + +# Secrets. Keys prefixed with `SECRET_` will be masked in Teams Toolkit logs. +SECRET_BOT_PASSWORD= \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.bicep b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.bicep new file mode 100644 index 000000000..a71def0c5 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.bicep @@ -0,0 +1,80 @@ +@maxLength(20) +@minLength(4) +@description('Used to generate names for all resources in this file') +param resourceBaseName string + +@description('Required when create Azure Bot service') +param botAadAppClientId string + +@secure() +@description('Required by Bot Framework package in your bot project') +param botAadAppClientSecret string + +param webAppSKU string +param linuxFxVersion string + +@maxLength(42) +param botDisplayName string + +param serverfarmsName string = resourceBaseName +param webAppName string = resourceBaseName +param location string = resourceGroup().location +param pythonVersion string = linuxFxVersion + +// Compute resources for your Web App +resource serverfarm 'Microsoft.Web/serverfarms@2021-02-01' = { + kind: 'app,linux' + location: location + name: serverfarmsName + sku: { + name: webAppSKU + } + properties:{ + reserved: true + } +} + +// Web App that hosts your bot +resource webApp 'Microsoft.Web/sites@2021-02-01' = { + kind: 'app,linux' + location: location + name: webAppName + properties: { + serverFarmId: serverfarm.id + siteConfig: { + alwaysOn: true + appCommandLine: 'gunicorn --bind 0.0.0.0 --worker-class aiohttp.worker.GunicornWebWorker --timeout 600 api:api' + linuxFxVersion: pythonVersion + appSettings: [ + { + name: 'SCM_DO_BUILD_DURING_DEPLOYMENT' + value: 'true' + } + { + name: 'BOT_ID' + value: botAadAppClientId + } + { + name: 'BOT_PASSWORD' + value: botAadAppClientSecret + } + ] + ftpsState: 'FtpsOnly' + } + } +} + +// Register your web service as a bot with the Bot Framework +module azureBotRegistration './botRegistration/azurebot.bicep' = { + name: 'Azure-Bot-registration' + params: { + resourceBaseName: resourceBaseName + botAadAppClientId: botAadAppClientId + botAppDomain: webApp.properties.defaultHostName + botDisplayName: botDisplayName + } +} + +// The output will be persisted in .env.{envName}. Visit https://aka.ms/teamsfx-actions/arm-deploy for more details. +output BOT_AZURE_APP_SERVICE_RESOURCE_ID string = webApp.id +output BOT_DOMAIN string = webApp.properties.defaultHostName diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.parameters.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.parameters.json new file mode 100644 index 000000000..31d947a29 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/azure.parameters.json @@ -0,0 +1,24 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentParameters.json#", + "contentVersion": "1.0.0.0", + "parameters": { + "resourceBaseName": { + "value": "bot${{RESOURCE_SUFFIX}}" + }, + "botAadAppClientId": { + "value": "${{BOT_ID}}" + }, + "botAadAppClientSecret": { + "value": "${{SECRET_BOT_PASSWORD}}" + }, + "webAppSKU": { + "value": "B1" + }, + "botDisplayName": { + "value": "EchoBotInfra" + }, + "linuxFxVersion": { + "value": "PYTHON|3.11" + } + } +} \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/botRegistration/azurebot.bicep b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/botRegistration/azurebot.bicep new file mode 100644 index 000000000..ab67c7a56 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/infra/botRegistration/azurebot.bicep @@ -0,0 +1,37 @@ +@maxLength(20) +@minLength(4) +@description('Used to generate names for all resources in this file') +param resourceBaseName string + +@maxLength(42) +param botDisplayName string + +param botServiceName string = resourceBaseName +param botServiceSku string = 'F0' +param botAadAppClientId string +param botAppDomain string + +// Register your web service as a bot with the Bot Framework +resource botService 'Microsoft.BotService/botServices@2021-03-01' = { + kind: 'azurebot' + location: 'global' + name: botServiceName + properties: { + displayName: botDisplayName + endpoint: 'https://${botAppDomain}/api/messages' + msaAppId: botAadAppClientId + } + sku: { + name: botServiceSku + } +} + +// Connect the bot service to Microsoft Teams +resource botServiceMsTeamsChannel 'Microsoft.BotService/botServices/channels@2021-03-01' = { + parent: botService + location: 'global' + name: 'MsTeamsChannel' + properties: { + channelName: 'MsTeamsChannel' + } +} diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.lock b/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.lock new file mode 100644 index 000000000..14a906c2e --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.lock @@ -0,0 +1,2848 @@ +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. + +[[package]] +name = "aiohappyeyeballs" +version = "2.4.3" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = 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"pytest-ignore-flaky"] +type = ["pytest-mypy"] + +[metadata] +lock-version = "2.0" +python-versions = ">=3.8,<4.0" +content-hash = "bab4ebb8b9ad8a9985ca2c90d5111d85044164b7c5c7211a8292869ee9b1a0b5" diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.toml b/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.toml new file mode 100644 index 000000000..efa46ec0e --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/poetry.toml @@ -0,0 +1,2 @@ +[virtualenvs] +in-project = true \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/pyproject.toml b/python/samples/04.ai.h.chainedActions.listBot-streaming/pyproject.toml new file mode 100644 index 000000000..c1ac9c0cc --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/pyproject.toml @@ -0,0 +1,52 @@ +[tool.poetry] +name = "list-sample" +version = "0.0.0" +description = "List Sample" +authors = ["Microsoft "] +readme = "README.md" +packages = [ + { include = "src" } +] + +[tool.poetry.dependencies] +python = ">=3.8,<4.0" +teams-ai = { path = "../../packages/ai", develop = true } +python-dotenv = "^1.0.1" + +[tool.poetry.group.dev.dependencies] +pytest = "^7.4.0" +pylint = "^2.17.4" +pytest-cov = "^4.1.0" +pytest-asyncio = "^0.21.1" +black = "^24.3.0" +isort = "^5.12.0" +mypy = "^1.5.0" + +[tool.poetry.scripts] +lint = "scripts:lint" +fmt = "scripts:fmt" +test = "scripts:test" +clean = "scripts:clean" +ci = "scripts:ci" +start = "scripts:start" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.black] +line-length = 100 +target-version = ['py38'] + +[tool.isort] +profile = "black" + +[tool.pytest.ini_options] +addopts = "--cov-report html:coverage --cov=src" + +[tool.mypy] +python_version = "3.8" +ignore_missing_imports = true +show_error_codes = true +no_implicit_optional = true +warn_unused_ignores = true \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/sample.env b/python/samples/04.ai.h.chainedActions.listBot-streaming/sample.env new file mode 100644 index 000000000..6890ca062 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/sample.env @@ -0,0 +1,4 @@ +# This is an example file of how to set up environment variables. You can duplicate this file and add the appropriate keys. +OPENAI_KEY= +AZURE_OPENAI_ENDPOINT= +AZURE_OPENAI_KEY= diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/__init__.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/__init__.py new file mode 100644 index 000000000..7fcbc831c --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/__init__.py @@ -0,0 +1,11 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from .ci import * +from .clean import * +from .fmt import * +from .lint import * +from .start import * +from .test import * diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/ci.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/ci.py new file mode 100644 index 000000000..b8e2334ba --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/ci.py @@ -0,0 +1,13 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import subprocess + + +def ci(): + subprocess.run(["poetry", "check"], check=True) + subprocess.run(["poetry", "run", "lint"], check=True) + subprocess.run(["poetry", "run", "test"], check=True) + subprocess.run(["poetry", "build"], check=True) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/clean.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/clean.py new file mode 100644 index 000000000..b6ac8744f --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/clean.py @@ -0,0 +1,22 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import shutil +from pathlib import Path + + +def clean(): + base = Path("./") + + for e in base.rglob("**/*"): + if ( + e.match("dist") + or e.match("__pycache__") + or e.match(".pytest_cache") + or e.match("coverage") + ): + if e.is_dir(): + print(e) + shutil.rmtree(e) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/fmt.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/fmt.py new file mode 100644 index 000000000..b939a539d --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/fmt.py @@ -0,0 +1,11 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import subprocess + + +def fmt(): + subprocess.run(["poetry", "run", "black", "src", "scripts"], check=True) + subprocess.run(["poetry", "run", "isort", "src", "scripts"], check=True) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/lint.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/lint.py new file mode 100644 index 000000000..6138aa972 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/lint.py @@ -0,0 +1,11 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import subprocess + + +def lint(): + subprocess.run(["poetry", "run", "pylint", "src", "scripts", "tests"], check=True) + subprocess.run(["poetry", "run", "mypy", "-p", "src"], check=True) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/start.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/start.py new file mode 100644 index 000000000..308ac7e44 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/start.py @@ -0,0 +1,10 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import subprocess + + +def start(): + subprocess.run(["poetry", "run", "python", "src/app.py"], check=False) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/test.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/test.py new file mode 100644 index 000000000..1ade3417b --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/scripts/test.py @@ -0,0 +1,10 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import sys + + +def test(): + return sys.exit() diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/api.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/api.py new file mode 100644 index 000000000..b08c464dd --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/api.py @@ -0,0 +1,30 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. + +Description: initialize the api and route incoming messages +to our app +""" + +from http import HTTPStatus + +from aiohttp import web +from botbuilder.core.integration import aiohttp_error_middleware + +from bot import app + +routes = web.RouteTableDef() + + +@routes.post("/api/messages") +async def on_messages(req: web.Request) -> web.Response: + res = await app.process(req) + + if res is not None: + return res + + return web.Response(status=HTTPStatus.OK) + + +api = web.Application(middlewares=[aiohttp_error_middleware]) +api.add_routes(routes) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/app.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/app.py new file mode 100644 index 000000000..ebc0cabd8 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/app.py @@ -0,0 +1,12 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from aiohttp import web + +from api import api +from config import Config + +if __name__ == "__main__": + web.run_app(api, host="localhost", port=Config.PORT) diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/bot.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/bot.py new file mode 100644 index 000000000..72951ea85 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/bot.py @@ -0,0 +1,195 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. + +Description: initialize the app and listen for `message` activitys +""" + +import os +import sys +import traceback +from dataclasses import dataclass +from typing import Any, Dict, List, Optional + +from botbuilder.core import CardFactory, MemoryStorage, TurnContext +from dataclasses_json import DataClassJsonMixin, dataclass_json +from teams import Application, ApplicationOptions, FeedbackLoopData, TeamsAdapter +from teams.ai import AIOptions +from teams.ai.actions import ActionTurnContext +from teams.ai.models import ( + AzureOpenAIModelOptions, + OpenAIModel, + OpenAIModelOptions, + PromptResponse, +) +from teams.ai.planners import ActionPlanner, ActionPlannerOptions +from teams.ai.prompts import PromptManager, PromptManagerOptions +from teams.state import MemoryBase +from teams.streaming import StreamingResponse + +from config import Config +from state import AppTurnState + +config = Config() + +if config.OPENAI_KEY is None and config.AZURE_OPENAI_KEY is None: + raise RuntimeError( + "Missing environment variables - please check that OPENAI_KEY or AZURE_OPENAI_KEY is set." + ) + +# Create AI components +model: OpenAIModel + +if config.OPENAI_KEY: + model = OpenAIModel( + OpenAIModelOptions(api_key=config.OPENAI_KEY, default_model="gpt-4o", stream=True) + ) +elif config.AZURE_OPENAI_KEY and config.AZURE_OPENAI_ENDPOINT: + model = OpenAIModel( + AzureOpenAIModelOptions( + api_key=config.AZURE_OPENAI_KEY, + default_model="gpt-4o", + api_version="2023-03-15-preview", + endpoint=config.AZURE_OPENAI_ENDPOINT, + stream=True, + ) + ) + + +def end_stream_handler( + context: TurnContext, + state: MemoryBase, + response: PromptResponse[str], + streamer: StreamingResponse, +): + if not streamer: + return + + card = CardFactory.adaptive_card( + { + "$schema": "http://adaptivecards.io/schemas/adaptive-card.json", + "version": "1.6", + "type": "AdaptiveCard", + "body": [{"type": "TextBlock", "wrap": True, "text": streamer.message}], + } + ) + + streamer.set_attachments([card]) + + +enableFeedbackLoop = True +prompts = PromptManager( + PromptManagerOptions(prompts_folder=f"{os.path.dirname(os.path.abspath(__file__))}/prompts") +) +storage = MemoryStorage() +app = Application[AppTurnState]( + ApplicationOptions( + bot_app_id=config.APP_ID, + storage=storage, + adapter=TeamsAdapter(config), + ai=AIOptions( + enable_feedback_loop=enableFeedbackLoop, + planner=ActionPlanner( + ActionPlannerOptions( + model=model, + prompts=prompts, + default_prompt="tools", + enable_feedback_loop=enableFeedbackLoop, + start_streaming_message="Loading streaming results...", + end_stream_handler=end_stream_handler, + ) + ), + ), + ) +) + + +@dataclass_json +@dataclass +class ListAndItems(DataClassJsonMixin): + list: str + items: Optional[List[str]] + + +@app.turn_state_factory +async def turn_state_factory(context: TurnContext): + return await AppTurnState.load(context, storage) + + +@app.feedback_loop() +async def feedback_loop(context: TurnContext, state: AppTurnState, feedback_data: FeedbackLoopData): + print("Feedback loop triggered") + + +@app.ai.action("createList") +async def on_create_list( + context: ActionTurnContext[Dict[str, Any]], + state: AppTurnState, +): + parameters = ListAndItems.from_dict(context.data, infer_missing=True) + state.ensure_list_exists(parameters.list) + if parameters.items is not None and len(parameters.items) > 0: + await on_add_items(context, state) + return "list created and items added. think about your next action" + return "list created. think about your next action" + + +@app.ai.action("deleteList") +async def on_delete_list( + context: ActionTurnContext[Dict[str, Any]], + state: AppTurnState, +): + parameters = ListAndItems.from_dict(context.data, infer_missing=True) + if parameters.list in state.conversation.lists: + del state.conversation.lists[parameters.list] + return "list deleted. think about your next action" + + +@app.ai.action("addItems") +async def on_add_items( + context: ActionTurnContext[Dict[str, Any]], + state: AppTurnState, +): + parameters = ListAndItems.from_dict(context.data, infer_missing=True) + state.ensure_list_exists(parameters.list) + items = state.conversation.lists[parameters.list] + if parameters.items is not None: + for item in parameters.items: + items.append(item) + state.conversation.lists[parameters.list] = items + return "items added. think about your next action" + + +@app.ai.action("removeItems") +async def on_remove_items( + context: ActionTurnContext[Dict[str, Any]], + state: AppTurnState, +): + parameters = ListAndItems.from_dict(context.data, infer_missing=True) + state.ensure_list_exists(parameters.list) + items = state.conversation.lists[parameters.list] + if parameters.items is not None and len(parameters.items) > 0: + for item in parameters.items: + if item in items: + items.remove(item) + state.conversation.lists[parameters.list] = items + return "items removed. think about your next action" + + +@app.message("/reset") +async def on_reset(context: TurnContext, state: AppTurnState): + del state.conversation + await context.send_activity("Ok let's start this over") + return True + + +@app.error +async def on_error(context: TurnContext, error: Exception): + # This check writes out errors to console log .vs. app insights. + # NOTE: In production environment, you should consider logging this to Azure + # application insights. + print(f"\n [on_turn_error] unhandled error: {error}", file=sys.stderr) + traceback.print_exc() + + # Send a message to the user + await context.send_activity("The bot encountered an error or bug.") diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/config.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/config.py new file mode 100644 index 000000000..6ed49dafb --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/config.py @@ -0,0 +1,21 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +import os + +from dotenv import load_dotenv + +load_dotenv() + + +class Config: + """Bot Configuration""" + + PORT = 3978 + APP_ID = os.environ["BOT_ID"] + APP_PASSWORD = os.environ["BOT_PASSWORD"] + OPENAI_KEY = os.environ.get("OPENAI_KEY", "") + AZURE_OPENAI_KEY = os.environ.get("AZURE_OPENAI_KEY", "") + AZURE_OPENAI_ENDPOINT = os.environ.get("AZURE_OPENAI_ENDPOINT", "") diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/actions.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/actions.json new file mode 100644 index 000000000..5f0a0ef1d --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/actions.json @@ -0,0 +1,89 @@ +[ + { + "name": "createList", + "description": "Creates a new list with an optional set of initial items", + "parameters": { + "type": "object", + "properties": { + "list": { + "type": "string", + "description": "The name of the list to create" + }, + "items": { + "type": "array", + "description": "The items to add to the list", + "items": { + "type": "string" + } + } + }, + "required": [ + "list" + ] + } + }, + { + "name": "deleteList", + "description": "Deletes a list", + "parameters": { + "type": "object", + "properties": { + "list": { + "type": "string", + "description": "The name of the list to delete" + } + }, + "required": [ + "list" + ] + } + }, + { + "name": "addItems", + "description": "Adds one or more items to a list", + "parameters": { + "type": "object", + "properties": { + "list": { + "type": "string", + "description": "The name of the list to add the item to" + }, + "items": { + "type": "array", + "description": "The items to add to the list", + "items": { + "type": "string" + } + } + }, + "required": [ + "list", + "items" + ] + } + }, + { + "name": "removeItems", + "description": "Removes one or more items from a list", + "parameters": { + "type": "object", + "properties": { + "list": { + "type": "string", + "description": "The name of the list to remove the item from" + }, + "items": { + "type": "array", + "description": "The items to remove from the list", + "items": { + "type": "string" + } + } + }, + "required": [ + "list", + "items" + ] + } + } +] \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/config.json b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/config.json new file mode 100644 index 000000000..8d4c4bbe4 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/config.json @@ -0,0 +1,21 @@ +{ + "schema": 1.1, + "description": "A bot that can manage lists of items", + "type": "completion", + "completion": { + "model": "gpt-4o", + "completion_type": "chat", + "include_history": true, + "include_input": true, + "max_input_tokens": 2800, + "max_tokens": 1000, + "temperature": 0.2, + "top_p": 0.0, + "presence_penalty": 0.6, + "frequency_penalty": 0.0, + "stop_sequences": [] + }, + "augmentation": { + "augmentation_type": "tools" + } + } \ No newline at end of file diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/skprompt.txt b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/skprompt.txt new file mode 100644 index 000000000..331e43cbc --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/prompts/tools/skprompt.txt @@ -0,0 +1,11 @@ +The following is a conversation with an AI assistant. +The assistant can manage lists of items. + +rules: +- only create lists the user has explicitly asked to create. +- only add items to a list that the user has asked to have added. +- if multiple lists are being manipulated, call a separate action for each list. +- if items are being added and removed from a list, call a separate action for each operation. + +Current lists: +{{$conversation.lists}} diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/src/state.py b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/state.py new file mode 100644 index 000000000..9b49bb206 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/src/state.py @@ -0,0 +1,36 @@ +""" +Copyright (c) Microsoft Corporation. All rights reserved. +Licensed under the MIT License. +""" + +from typing import Dict, List, Optional + +from botbuilder.core import Storage, TurnContext +from teams.state import ConversationState, TempState, TurnState, UserState + + +class AppConversationState(ConversationState): + lists: Dict[str, List[str]] = {} + + @classmethod + async def load( + cls, context: TurnContext, storage: Optional[Storage] = None + ) -> "AppConversationState": + state = await super().load(context, storage) + return cls(**state) + + +class AppTurnState(TurnState[AppConversationState, UserState, TempState]): + conversation: AppConversationState + + @classmethod + async def load(cls, context: TurnContext, storage: Optional[Storage] = None) -> "AppTurnState": + return cls( + conversation=await AppConversationState.load(context, storage), + user=await UserState.load(context, storage), + temp=await TempState.load(context, storage), + ) + + def ensure_list_exists(self, list_name: str) -> None: + if list_name not in self.conversation.lists: + self.conversation.lists[list_name] = [] diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.local.yml b/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.local.yml new file mode 100644 index 000000000..33ad2da06 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.local.yml @@ -0,0 +1,75 @@ +# yaml-language-server: $schema=https://aka.ms/teams-toolkit/v1.3/yaml.schema.json +# Visit https://aka.ms/teamsfx-v5.0-guide for details on this file +# Visit https://aka.ms/teamsfx-actions for details on actions +version: v1.3 + +provision: + # Creates a Teams app + - uses: teamsApp/create + with: + # Teams app name + name: ListBot${{APP_NAME_SUFFIX}} + # Write the information of created resources into environment file for + # the specified environment variable(s). + writeToEnvironmentFile: + teamsAppId: TEAMS_APP_ID + + # Create or reuse an existing Azure Active Directory application for bot. + - uses: botAadApp/create + with: + # The Azure Active Directory application's display name + name: ListBot${{APP_NAME_SUFFIX}} + writeToEnvironmentFile: + # The Azure Active Directory application's client id created for bot. + botId: BOT_ID + # The Azure Active Directory application's client secret created for bot. + botPassword: SECRET_BOT_PASSWORD + + # Create or update the bot registration on dev.botframework.com + - uses: botFramework/create + with: + botId: ${{BOT_ID}} + name: ListBot + messagingEndpoint: ${{BOT_ENDPOINT}}/api/messages + description: "" + channels: + - name: msteams + + # Validate using manifest schema + - uses: teamsApp/validateManifest + with: + # Path to manifest template + manifestPath: ./appPackage/manifest.json + + # Build Teams app package with latest env value + - uses: teamsApp/zipAppPackage + with: + # Path to manifest template + manifestPath: ./appPackage/manifest.json + outputZipPath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + outputJsonPath: ./appPackage/build/manifest.${{TEAMSFX_ENV}}.json + # Validate app package using validation rules + - uses: teamsApp/validateAppPackage + with: + # Relative path to this file. This is the path for built zip file. + appPackagePath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + + # Apply the Teams app manifest to an existing Teams app in + # Teams Developer Portal. + # Will use the app id in manifest file to determine which Teams app to update. + - uses: teamsApp/update + with: + # Relative path to this file. This is the path for built zip file. + appPackagePath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + +deploy: + # Defines what the `deploy` lifecycle step does with Teams Toolkit. + # Runs after `provision` during Start Debugging (F5) or run manually using `teamsfx deploy --env local`. + # Provides the Teams Toolkit .env file values to the apps runtime so they can be accessed with `process.env`. + - uses: file/createOrUpdateEnvironmentFile + with: + target: ./.env + envs: + BOT_ID: ${{BOT_ID}} + BOT_PASSWORD: ${{SECRET_BOT_PASSWORD}} + diff --git a/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.yml b/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.yml new file mode 100644 index 000000000..7ed634064 --- /dev/null +++ b/python/samples/04.ai.h.chainedActions.listBot-streaming/teamsapp.yml @@ -0,0 +1,100 @@ +# yaml-language-server: $schema=https://aka.ms/teams-toolkit/v1.3/yaml.schema.json +# Visit https://aka.ms/teamsfx-v5.0-guide for details on this file +# Visit https://aka.ms/teamsfx-actions for details on actions +version: v1.3 + +environmentFolderPath: ./env + +# Triggered when 'teamsfx provision' is executed +provision: + # Creates a Teams app + - uses: teamsApp/create + with: + # Teams app name + name: ListBot${{APP_NAME_SUFFIX}} + # Write the information of created resources into environment file for + # the specified environment variable(s). + writeToEnvironmentFile: + teamsAppId: TEAMS_APP_ID + + # Create or reuse an existing Azure Active Directory application for bot. + - uses: botAadApp/create + with: + # The Azure Active Directory application's display name + name: ListBot${{APP_NAME_SUFFIX}} + writeToEnvironmentFile: + # The Azure Active Directory application's client id created for bot. + botId: BOT_ID + # The Azure Active Directory application's client secret created for bot. + botPassword: SECRET_BOT_PASSWORD + + - uses: arm/deploy # Deploy given ARM templates parallelly. + with: + # AZURE_SUBSCRIPTION_ID is a built-in environment variable, + # if its value is empty, TeamsFx will prompt you to select a subscription. + # Referencing other environment variables with empty values + # will skip the subscription selection prompt. + subscriptionId: ${{AZURE_SUBSCRIPTION_ID}} + # AZURE_RESOURCE_GROUP_NAME is a built-in environment variable, + # if its value is empty, TeamsFx will prompt you to select or create one + # resource group. + # Referencing other environment variables with empty values + # will skip the resource group selection prompt. + resourceGroupName: ${{AZURE_RESOURCE_GROUP_NAME}} + templates: + - path: ./infra/azure.bicep # Relative path to this file + # Relative path to this yaml file. + # Placeholders will be replaced with corresponding environment + # variable before ARM deployment. + parameters: ./infra/azure.parameters.json + # Required when deploying ARM template + deploymentName: Create-resources-for-tab + # Teams Toolkit will download this bicep CLI version from github for you, + # will use bicep CLI in PATH if you remove this config. + bicepCliVersion: v0.9.1 + + # Validate using manifest schema + - uses: teamsApp/validateManifest + with: + # Path to manifest template + manifestPath: ./appPackage/manifest.json + # Build Teams app package with latest env value + - uses: teamsApp/zipAppPackage + with: + # Path to manifest template + manifestPath: ./appPackage/manifest.json + outputZipPath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + outputJsonPath: ./appPackage/build/manifest.${{TEAMSFX_ENV}}.json + # Validate app package using validation rules + - uses: teamsApp/validateAppPackage + with: + # Relative path to this file. This is the path for built zip file. + appPackagePath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + # Apply the Teams app manifest to an existing Teams app in + # Teams Developer Portal. + # Will use the app id in manifest file to determine which Teams app to update. + - uses: teamsApp/update + with: + # Relative path to this file. This is the path for built zip file. + appPackagePath: ./appPackage/build/appPackage.${{TEAMSFX_ENV}}.zip + +# Triggered when 'teamsfx deploy' is executed +deploy: + - uses: script + with: + run: | + poetry export --without-hashes --format=requirements.txt --output=src/requirements.txt + # Deploy your application to Azure App Service using the zip deploy feature. + # For additional details, refer to https://aka.ms/zip-deploy-to-app-services. + - uses: azureAppService/zipDeploy + with: + # Deploy base folder + artifactFolder: src + # Ignore file location, leave blank will ignore nothing + ignoreFile: .webappignore + # The resource id of the cloud resource to be deployed to. + # This key will be generated by arm/deploy action automatically. + # You can replace it with your existing Azure Resource id + # or add it to your environment variable file. + resourceId: ${{BOT_AZURE_APP_SERVICE_RESOURCE_ID}} +projectId: f6c2ef94-d111-497c-9835-a069aa87b6a0