From e8f15d8739f63a3258486505837315d810f6ac5b Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Sat, 24 Feb 2024 20:24:01 +0100 Subject: [PATCH 01/51] mocked playground response --- agenta-web/cypress/e2e/playground.cy.ts | 5 ++++- agenta-web/cypress/fixtures/playground.json | 10 ++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) create mode 100644 agenta-web/cypress/fixtures/playground.json diff --git a/agenta-web/cypress/e2e/playground.cy.ts b/agenta-web/cypress/e2e/playground.cy.ts index a486e47257..f967a53aad 100644 --- a/agenta-web/cypress/e2e/playground.cy.ts +++ b/agenta-web/cypress/e2e/playground.cy.ts @@ -6,7 +6,10 @@ describe("Playground Prompt Test", function () { it("Should test prompt functionality in the Playground", () => { cy.get('[data-cy^="testview-input-parameters"]').eq(0).type("Germany") cy.get('[data-cy="testview-input-parameters-run-button"]').click() - cy.get('[data-cy="testview-input-parameters-result"]').should("contain.text", "Loading...") + cy.intercept("POST", "**/demo/app/generate", { + statusCode: 200, + fixture: "playground.json", + }) cy.get('[data-cy="testview-input-parameters-result"]').should( "contain.text", "The capital of Germany is Berlin.", diff --git a/agenta-web/cypress/fixtures/playground.json b/agenta-web/cypress/fixtures/playground.json new file mode 100644 index 0000000000..4b8133a6b6 --- /dev/null +++ b/agenta-web/cypress/fixtures/playground.json @@ -0,0 +1,10 @@ +{ + "cost": 0.0000535, + "latency": 2.6284, + "message": "The capital of Germany is Berlin.", + "usage": { + "completion_tokens": 8, + "prompt_tokens": 25, + "total_tokens": 33 + } +} From 6fad7a30ab52061826df234cb7a1a0fab78ba250 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Sun, 25 Feb 2024 12:27:38 +0100 Subject: [PATCH 02/51] mocked human evaluation response --- .../cypress/e2e/ab-testing-evaluation.cy.ts | 20 +++++++++++++------ .../e2e/single-model-test-evaluation.cy.ts | 7 +++++++ .../cypress/fixtures/human-evaluation.json | 10 ++++++++++ 3 files changed, 31 insertions(+), 6 deletions(-) create mode 100644 agenta-web/cypress/fixtures/human-evaluation.json diff --git a/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts b/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts index e6479837fd..4c68254280 100644 --- a/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts +++ b/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts @@ -3,11 +3,15 @@ import {randString} from "../../src/lib/helpers/utils" describe("A/B Testing Evaluation workflow", () => { let app_v2 = randString(5) let app_id + let testset_name before(() => { cy.createVariantsAndTestsets() cy.get("@app_id").then((appId) => { app_id = appId }) + cy.get("@testsetName").then((testsetName) => { + testset_name = testsetName + }) }) context("When creating an app variant", () => { @@ -60,11 +64,7 @@ describe("A/B Testing Evaluation workflow", () => { cy.get('[data-cy="variants-dropdown-1"]').trigger("mouseout") cy.get('[data-cy="selected-testset"]').trigger("mouseover") - cy.get(".ant-dropdown") - .eq(2) - .within(() => { - cy.get('[data-cy="testset-0"]').click() - }) + cy.get('[data-cy^="testset"]').contains(testset_name).click() cy.get('[data-cy="selected-testset"]').trigger("mouseout") cy.clickLinkAndWait('[data-cy="start-new-evaluation-button"]') @@ -75,13 +75,21 @@ describe("A/B Testing Evaluation workflow", () => { cy.get( '[data-cy="evaluation-vote-panel-comparison-both-bad-vote-button-button"]', ).should("not.exist") + + cy.intercept("POST", "**/app/generate", { + statusCode: 200, + fixture: "human-evaluation.json", + }).as("generateRequest") + cy.wait(1000) cy.get('[data-cy="abTesting-run-all-button"]').click() + cy.wait("@generateRequest") + cy.get('[data-cy="evaluation-vote-panel-comparison-vote-button"]').eq(0).click() cy.get('[data-cy="evaluation-vote-panel-comparison-vote-button"]').eq(1).click() cy.get( - '[data-cy="evaluation-vote-panel-comparison-both-bad-vote-button-button"]', + '[data-cy="evaluation-vote-panel-comparison-both-good-vote-button-button"]', ).click() }) }) diff --git a/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts b/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts index 371ecb12a7..a2d3ee093e 100644 --- a/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts +++ b/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts @@ -31,8 +31,15 @@ describe("Single Model Test workflow", () => { cy.get('[data-cy="evaluation-vote-panel-numeric-vote-input"]').should("not.exist") + cy.intercept("POST", "**/app/generate", { + statusCode: 200, + fixture: "human-evaluation.json", + }).as("generateRequest") + cy.wait(1000) cy.get('[data-cy="single-model-run-all-button"]').click() + + cy.wait("@generateRequest") cy.get('[data-cy="evaluation-vote-panel-numeric-vote-input"]').type("100") }) }) diff --git a/agenta-web/cypress/fixtures/human-evaluation.json b/agenta-web/cypress/fixtures/human-evaluation.json new file mode 100644 index 0000000000..5d4425f4bb --- /dev/null +++ b/agenta-web/cypress/fixtures/human-evaluation.json @@ -0,0 +1,10 @@ +{ + "cost": 0.0000535, + "latency": 2.6284, + "message": "The capital of France is Paris.", + "usage": { + "completion_tokens": 8, + "prompt_tokens": 25, + "total_tokens": 33 + } +} From c8f1a43cb90fe2dcbfca30ebbc462d4dd64d0a66 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Mon, 26 Feb 2024 13:16:31 +0100 Subject: [PATCH 03/51] improved comparison test --- agenta-web/cypress/e2e/eval.comparison.cy.ts | 57 +++++++++++++++++++- 1 file changed, 55 insertions(+), 2 deletions(-) diff --git a/agenta-web/cypress/e2e/eval.comparison.cy.ts b/agenta-web/cypress/e2e/eval.comparison.cy.ts index ab0528dee6..cab9822ad0 100644 --- a/agenta-web/cypress/e2e/eval.comparison.cy.ts +++ b/agenta-web/cypress/e2e/eval.comparison.cy.ts @@ -1,5 +1,8 @@ +import {randString} from "../../src/lib/helpers/utils" + describe("Evaluation Comparison Test", function () { let app_id + let app_v2 = randString(5) before(() => { cy.createVariant() cy.get("@app_id").then((appId) => { @@ -8,6 +11,33 @@ describe("Evaluation Comparison Test", function () { cy.get('[data-cy="playground-save-changes-button"]').eq(0).click() }) + context("When creating an app variant", () => { + beforeEach(() => { + cy.visit(`/apps/${app_id}/playground`) + }) + + it("Should successfully create a new app variant", () => { + cy.clickLinkAndWait("button.ant-tabs-nav-add") + cy.get('[data-cy="new-variant-modal"]').should("exist") + cy.get('[data-cy="new-variant-modal-select"]').click() + cy.get('[data-cy^="new-variant-modal-label"]').contains("app.default").click() + cy.get('[data-cy="new-variant-modal-input"]').type(app_v2) + cy.get('[data-cy="new-variant-modal"]').within(() => { + cy.get("button.ant-btn").contains(/ok/i).click() + }) + cy.url().should("include", `/playground?variant=app.${app_v2}`) + cy.get('[data-cy="playground-save-changes-button"]').eq(1).click() + cy.get('[data-cy="playground-publish-button"]').should("exist") + cy.get(".ant-message-notice-content").should("exist") + }) + + it("Should verify user has more than one app variant", () => { + cy.get(".ant-tabs-nav-list").within(() => { + cy.get(".ant-tabs-tab").should("have.length.gt", 1) + }) + }) + }) + context("Executing Evaluation Comparison Workflow", () => { beforeEach(() => { cy.visit(`/apps/${app_id}/evaluations`) @@ -15,9 +45,32 @@ describe("Evaluation Comparison Test", function () { }) it("Should create 2 new Evaluations", () => { - Array.from({length: 2}).map((_) => { - cy.createNewEvaluation() + cy.request({ + url: `${Cypress.env().baseApiURL}/evaluations/?app_id=${app_id}`, + method: "GET", + }).then((resp) => { + if (resp.body.length) { + cy.get('[data-cy="new-evaluation-button"]').click() + } else { + cy.get('[data-cy="new-evaluation-button__no_variants"]').click() + } }) + cy.get(".ant-modal-content").should("exist") + + cy.get('[data-cy="select-testset-group"]').click() + cy.get('[data-cy="select-testset-option"]').eq(0).click() + + cy.get('[data-cy="select-variant-group"]').click() + cy.get('[data-cy="select-variant-option"]').eq(0).click() + cy.get('[data-cy="select-variant-option"]').eq(1).click() + cy.get('[data-cy="select-variant-group"]').click() + + cy.get('[data-cy="select-evaluators-group"]').click() + cy.get('[data-cy="select-evaluators-option"]').eq(0).click() + cy.get('[data-cy="select-evaluators-group"]').click() + + cy.get(".ant-modal-footer > .ant-btn-primary > .ant-btn-icon > .anticon > svg").click() + cy.wait(1000) }) it("Should verify that there are completed evaluations in the list", () => { From 1643bf1f0b9c80dd012e7403bc36a92eb5b77e5b Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Mon, 25 Mar 2024 17:45:49 +0100 Subject: [PATCH 04/51] cypress fixture file structure --- agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts | 2 +- agenta-web/cypress/e2e/playground.cy.ts | 2 +- agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts | 2 +- .../fixtures/{ => single-prompt-openai}/human-evaluation.json | 0 .../cypress/fixtures/{ => single-prompt-openai}/playground.json | 0 5 files changed, 3 insertions(+), 3 deletions(-) rename agenta-web/cypress/fixtures/{ => single-prompt-openai}/human-evaluation.json (100%) rename agenta-web/cypress/fixtures/{ => single-prompt-openai}/playground.json (100%) diff --git a/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts b/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts index 4c68254280..218b5b15fd 100644 --- a/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts +++ b/agenta-web/cypress/e2e/ab-testing-evaluation.cy.ts @@ -78,7 +78,7 @@ describe("A/B Testing Evaluation workflow", () => { cy.intercept("POST", "**/app/generate", { statusCode: 200, - fixture: "human-evaluation.json", + fixture: "single-prompt-openai/human-evaluation.json", }).as("generateRequest") cy.wait(1000) diff --git a/agenta-web/cypress/e2e/playground.cy.ts b/agenta-web/cypress/e2e/playground.cy.ts index f967a53aad..871b2d2b66 100644 --- a/agenta-web/cypress/e2e/playground.cy.ts +++ b/agenta-web/cypress/e2e/playground.cy.ts @@ -8,7 +8,7 @@ describe("Playground Prompt Test", function () { cy.get('[data-cy="testview-input-parameters-run-button"]').click() cy.intercept("POST", "**/demo/app/generate", { statusCode: 200, - fixture: "playground.json", + fixture: "single-prompt-openai/playground.json", }) cy.get('[data-cy="testview-input-parameters-result"]').should( "contain.text", diff --git a/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts b/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts index a2d3ee093e..bfe6721c7a 100644 --- a/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts +++ b/agenta-web/cypress/e2e/single-model-test-evaluation.cy.ts @@ -33,7 +33,7 @@ describe("Single Model Test workflow", () => { cy.intercept("POST", "**/app/generate", { statusCode: 200, - fixture: "human-evaluation.json", + fixture: "single-prompt-openai/human-evaluation.json", }).as("generateRequest") cy.wait(1000) diff --git a/agenta-web/cypress/fixtures/human-evaluation.json b/agenta-web/cypress/fixtures/single-prompt-openai/human-evaluation.json similarity index 100% rename from agenta-web/cypress/fixtures/human-evaluation.json rename to agenta-web/cypress/fixtures/single-prompt-openai/human-evaluation.json diff --git a/agenta-web/cypress/fixtures/playground.json b/agenta-web/cypress/fixtures/single-prompt-openai/playground.json similarity index 100% rename from agenta-web/cypress/fixtures/playground.json rename to agenta-web/cypress/fixtures/single-prompt-openai/playground.json From 4c8e217fb39d48322100ff5069c2e0089d32f7d2 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Mon, 1 Apr 2024 15:27:04 +0200 Subject: [PATCH 05/51] add GroupedMultipleChoiceParam to types --- agenta-cli/agenta/__init__.py | 1 + agenta-cli/agenta/sdk/__init__.py | 1 + agenta-cli/agenta/sdk/types.py | 3 --- 3 files changed, 2 insertions(+), 3 deletions(-) diff --git a/agenta-cli/agenta/__init__.py b/agenta-cli/agenta/__init__.py index b46ab36d5e..2281f620ec 100644 --- a/agenta-cli/agenta/__init__.py +++ b/agenta-cli/agenta/__init__.py @@ -7,6 +7,7 @@ InFile, IntParam, MultipleChoiceParam, + GroupedMultipleChoiceParam, MessagesInput, TextParam, FileInputURL, diff --git a/agenta-cli/agenta/sdk/__init__.py b/agenta-cli/agenta/sdk/__init__.py index 672e09511c..dc70e64ad0 100644 --- a/agenta-cli/agenta/sdk/__init__.py +++ b/agenta-cli/agenta/sdk/__init__.py @@ -9,6 +9,7 @@ InFile, IntParam, MultipleChoiceParam, + GroupedMultipleChoiceParam, TextParam, MessagesInput, FileInputURL, diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 2dd0341e4e..e04c68eea7 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -134,13 +134,11 @@ def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): # Check if default is in the options if default and not any(default in choices for choices in options.values()): - # If options are empty and default is not, allow instantiation but raise a warning or error later if not options: print(f"Warning: Default value {default} provided but options are empty.") else: raise ValueError(f"Default value {default} is not in the provided options") - # If no default is provided, take the first choice from the first group if not default: for choices in options.values(): if choices: @@ -156,7 +154,6 @@ def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): return instance def validate(self, value): - # Check if the value is in any of the option groups if not any(value in group for group in self.options.values()): raise ValueError(f"{value} is not a valid choice. Available choices are: {self.options}") From b50538c010ef938c1332891e8fa5981045ed60d3 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Mon, 1 Apr 2024 15:29:34 +0200 Subject: [PATCH 06/51] add GroupedMultipleChoiceParam to the override schema --- agenta-cli/agenta/sdk/agenta_decorator.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/agenta-cli/agenta/sdk/agenta_decorator.py b/agenta-cli/agenta/sdk/agenta_decorator.py index eebcccc986..adf78d36b9 100644 --- a/agenta-cli/agenta/sdk/agenta_decorator.py +++ b/agenta-cli/agenta/sdk/agenta_decorator.py @@ -25,6 +25,7 @@ InFile, IntParam, MultipleChoiceParam, + GroupedMultipleChoiceParam, TextParam, MessagesInput, FileInputURL, @@ -396,6 +397,11 @@ def find_in_schema(schema: dict, param_name: str, xparam: str): f"Body_{func_name}_{endpoint}_post" ]["properties"] for param_name, param_val in params.items(): + if isinstance(param_val, GroupedMultipleChoiceParam): + subschema = find_in_schema(schema_to_override, param_name, "grouped_choice") + if subschema: + subschema["choices"] = param_val.options + subschema["default"] = param_val.default if isinstance(param_val, MultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "choice") default = str(param_val) From d5ed30db7430f2b2e4e108a2b2b2dd9d16c602f4 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Mon, 1 Apr 2024 15:31:33 +0200 Subject: [PATCH 07/51] add groupped choice to openai parser --- agenta-web/src/lib/helpers/openapi_parser.ts | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 02a3100d68..d4f2f0e632 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -9,6 +9,9 @@ export interface Parameter { required: boolean default?: any enum?: Array + choices?: {[key: string]: Array} + minimum?: number + maximum?: number } const getBodySchemaName = (schema: GenericObject): string => { @@ -33,7 +36,7 @@ export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => // get the actual schema for the body parameters Object.entries(schema.components.schemas[bodySchemaName].properties || {}).forEach( ([name, param]: [string, any]) => { - const parameter = { + let parameter: Parameter = { name: name, input: !param["x-parameter"] || ["messages", "file_url"].includes(param["x-parameter"]) @@ -46,6 +49,10 @@ export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => maximum: param["maximum"] ? param.maximum : 1, required: !!schema.components.schemas[bodySchemaName]?.required?.includes(name), } + // above should be refactored to include only appropriate fields per x-parameter type + if (parameter.type === "grouped_choice") { + parameter.choices = param["choices"] + } parameters.push(parameter) }, @@ -59,6 +66,8 @@ const determineType = (xParam: any): string => { return "string" case "choice": return "array" + case "grouped_choice": + return "grouped_choice" case "float": return "number" case "dict": From 7e665208f3e4642cf52289c1737a3640157cf2b2 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Mon, 1 Apr 2024 15:33:20 +0200 Subject: [PATCH 08/51] replace normal select with groupped select --- .../Playground/Views/ParametersCards.tsx | 58 +++++++++++++------ 1 file changed, 41 insertions(+), 17 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index 7025050d6b..c25502d1de 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -1,8 +1,22 @@ import React from "react" -import {createUseStyles} from "react-jss" -import {renameVariables} from "@/lib/helpers/utils" -import {Parameter, InputParameter} from "@/lib/Types" -import {Row, Card, Slider, Select, InputNumber, Col, Input, Button, Switch} from "antd" +import { createUseStyles } from "react-jss" +import { renameVariables } from "@/lib/helpers/utils" +import { Parameter, InputParameter } from "@/lib/Types" +import { DownOutlined } from "@ant-design/icons" +import { + Row, + Card, + Slider, + Select, + InputNumber, + Col, + Input, + Button, + Switch, + Dropdown, + Menu, + Space, +} from "antd" const useStyles = createUseStyles({ row1: { @@ -66,6 +80,21 @@ interface ModelParametersProps { handleParamChange: (name: string, value: number | string | boolean) => void } +const GroupedSelect = ({ choices, defaultValue, handleChange }) => ( + + {param.type === "grouped_choice" && ( + handleParamChange(param.name, value) } - className={classes.select} - > - {param.enum?.map((value: string, index: number) => ( - - {value} - - ))} - + /> )} {param.type === "boolean" && ( Date: Mon, 1 Apr 2024 16:12:36 +0200 Subject: [PATCH 09/51] format --- agenta-cli/agenta/sdk/types.py | 30 ++++++++++++++++++++---------- 1 file changed, 20 insertions(+), 10 deletions(-) diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index e04c68eea7..2c1b8fe959 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -135,9 +135,13 @@ def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): # Check if default is in the options if default and not any(default in choices for choices in options.values()): if not options: - print(f"Warning: Default value {default} provided but options are empty.") + print( + f"Warning: Default value {default} provided but options are empty." + ) else: - raise ValueError(f"Default value {default} is not in the provided options") + raise ValueError( + f"Default value {default} is not in the provided options" + ) if not default: for choices in options.values(): @@ -146,7 +150,9 @@ def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): break if default is None: - raise ValueError("No choices available in the provided options or default not set") + raise ValueError( + "No choices available in the provided options or default not set" + ) instance = super().__new__(cls, default) instance.options = options @@ -155,16 +161,20 @@ def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): def validate(self, value): if not any(value in group for group in self.options.values()): - raise ValueError(f"{value} is not a valid choice. Available choices are: {self.options}") + raise ValueError( + f"{value} is not a valid choice. Available choices are: {self.options}" + ) @classmethod def __modify_schema__(cls, field_schema: dict[str, Any], **kwargs): - options = kwargs.get('options', {}) - field_schema.update({ - "x-parameter": "grouped_choice", - "type": "string", - "choices": options, - }) + options = kwargs.get("options", {}) + field_schema.update( + { + "x-parameter": "grouped_choice", + "type": "string", + "choices": options, + } + ) class Message(BaseModel): From 0fad1ddcf6f947d059248c3c8981bad262084681 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Mon, 1 Apr 2024 16:39:58 +0200 Subject: [PATCH 10/51] fix types --- .../Playground/Views/ParametersCards.tsx | 18 ++++++++++++------ agenta-web/src/lib/Types.ts | 1 + agenta-web/src/lib/helpers/openapi_parser.ts | 13 +------------ 3 files changed, 14 insertions(+), 18 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index c25502d1de..dfb9cd371e 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -74,13 +74,13 @@ const useStyles = createUseStyles({ }, }) -interface ModelParametersProps { - optParams: Parameter[] | null - onChange: (param: Parameter, value: number | string) => void - handleParamChange: (name: string, value: number | string | boolean) => void +interface GroupedSelectProps { + choices: { [group: string]: string[] }; + defaultValue: string; + handleChange: (value: string) => void; } -const GroupedSelect = ({ choices, defaultValue, handleChange }) => ( +const GroupedSelect: React.FC = ({ choices, defaultValue, handleChange }) => ( ({ label: groupLabel, diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 0dd3d5d93d..261429ed67 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -2,7 +2,6 @@ import {GenericObject, Parameter} from "../Types" - const getBodySchemaName = (schema: GenericObject): string => { return ( schema?.paths?.["/generate"]?.post?.requestBody?.content["application/json"]?.schema["$ref"] From cff4cb20970ae6a8712065161e90429536b1fe64 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 12:24:39 +0200 Subject: [PATCH 12/51] put back array as it break older apps --- .../Playground/Views/ParametersCards.tsx | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index cd2591e8cb..81946991fa 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -161,6 +161,21 @@ export const ModelParameters: React.FC = ({ className={classes.colSlider} /> )} + {param.type === "array" && ( + + )} {param.type === "grouped_choice" && ( Date: Tue, 2 Apr 2024 12:44:20 +0200 Subject: [PATCH 13/51] replace options with choices --- agenta-cli/agenta/sdk/agenta_decorator.py | 2 +- agenta-cli/agenta/sdk/types.py | 22 +++++++++++----------- 2 files changed, 12 insertions(+), 12 deletions(-) diff --git a/agenta-cli/agenta/sdk/agenta_decorator.py b/agenta-cli/agenta/sdk/agenta_decorator.py index adf78d36b9..dc0ae686b0 100644 --- a/agenta-cli/agenta/sdk/agenta_decorator.py +++ b/agenta-cli/agenta/sdk/agenta_decorator.py @@ -400,7 +400,7 @@ def find_in_schema(schema: dict, param_name: str, xparam: str): if isinstance(param_val, GroupedMultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "grouped_choice") if subschema: - subschema["choices"] = param_val.options + subschema["choices"] = param_val.choices subschema["default"] = param_val.default if isinstance(param_val, MultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "choice") diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 2c1b8fe959..1526f434d8 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -128,34 +128,34 @@ def __modify_schema__(cls, field_schema: dict[str, Any]): class GroupedMultipleChoiceParam(str): - def __new__(cls, default: str = None, options: Dict[str, List[str]] = None): - if options is None: - options = {} + def __new__(cls, default: str = None, choices: Dict[str, List[str]] = None): + if choices is None: + choices = {} - # Check if default is in the options - if default and not any(default in choices for choices in options.values()): - if not options: + # Check if default is in the choices + if default and not any(default in choices for choices in choices.values()): + if not choices: print( - f"Warning: Default value {default} provided but options are empty." + f"Warning: Default value {default} provided but choices are empty." ) else: raise ValueError( - f"Default value {default} is not in the provided options" + f"Default value {default} is not in the provided choices" ) if not default: - for choices in options.values(): + for choices in choices.values(): if choices: default = choices[0] break if default is None: raise ValueError( - "No choices available in the provided options or default not set" + "No choices available in the provided choices or default not set" ) instance = super().__new__(cls, default) - instance.options = options + instance.choices = choices instance.default = default return instance From 5cc7ea8d3988e78d7c96513ad9ff37b8c3b6f55b Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 14:25:46 +0200 Subject: [PATCH 14/51] fixes --- agenta-cli/agenta/sdk/types.py | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 1526f434d8..1376a4941b 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -132,7 +132,6 @@ def __new__(cls, default: str = None, choices: Dict[str, List[str]] = None): if choices is None: choices = {} - # Check if default is in the choices if default and not any(default in choices for choices in choices.values()): if not choices: print( @@ -149,30 +148,25 @@ def __new__(cls, default: str = None, choices: Dict[str, List[str]] = None): default = choices[0] break - if default is None: - raise ValueError( - "No choices available in the provided choices or default not set" - ) - instance = super().__new__(cls, default) instance.choices = choices instance.default = default return instance def validate(self, value): - if not any(value in group for group in self.options.values()): + if not any(value in group for group in self.choices.values()): raise ValueError( - f"{value} is not a valid choice. Available choices are: {self.options}" + f"{value} is not a valid choice. Available choices are: {self.choices}" ) @classmethod def __modify_schema__(cls, field_schema: dict[str, Any], **kwargs): - options = kwargs.get("options", {}) + choices = kwargs.get("choices", {}) field_schema.update( { "x-parameter": "grouped_choice", "type": "string", - "choices": options, + "choices": choices, } ) From 98f87b815118e99e5977c01fe0d58770f6bdc206 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 14:43:42 +0200 Subject: [PATCH 15/51] remove useless method --- agenta-cli/agenta/sdk/types.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 1376a4941b..497cbdec39 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -153,12 +153,6 @@ def __new__(cls, default: str = None, choices: Dict[str, List[str]] = None): instance.default = default return instance - def validate(self, value): - if not any(value in group for group in self.choices.values()): - raise ValueError( - f"{value} is not a valid choice. Available choices are: {self.choices}" - ) - @classmethod def __modify_schema__(cls, field_schema: dict[str, Any], **kwargs): choices = kwargs.get("choices", {}) From 234600fecee4aea598144365e5d9ed29a2f88582 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 15:25:06 +0200 Subject: [PATCH 16/51] make model param full width --- .../Playground/Views/ParametersCards.tsx | 31 ++++++++++--------- 1 file changed, 17 insertions(+), 14 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index 81946991fa..4ab508f091 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -80,20 +80,23 @@ interface GroupedSelectProps { handleChange: (value: string) => void } -const GroupedSelect: React.FC = ({choices, defaultValue, handleChange}) => ( - ({ + label: groupLabel, + options: groupChoices.map((choice) => ({ + label: choice, + value: choice, + })), + }))} + /> + ) +} interface ModelParametersProps { optParams: Parameter[] | null From 23af353349c505c811e0c08d9cdd722377230124 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 16:40:35 +0200 Subject: [PATCH 17/51] example of app using many providers --- examples/what_to_do_today/app.py | 95 ++++++++++++++++++++++ examples/what_to_do_today/requirements.txt | 2 + 2 files changed, 97 insertions(+) create mode 100644 examples/what_to_do_today/app.py create mode 100644 examples/what_to_do_today/requirements.txt diff --git a/examples/what_to_do_today/app.py b/examples/what_to_do_today/app.py new file mode 100644 index 0000000000..21e53b2c07 --- /dev/null +++ b/examples/what_to_do_today/app.py @@ -0,0 +1,95 @@ +import agenta as ag +import litellm + +litellm.drop_params=True + +ag.init() + +prompts = { + "system_prompt": "You are an expert in finding the best activity for people having free time. Activities should not necessary fun activities. Be creative!", + "user_prompt": """What can I do today knowing that I live in {country}, +I am {marital_status} and I have {duration} free time? +I am not interested in activities like: {not_desired_activities} + """, + +} + +provider_models = { + "Mistral AI": [ + "mistral/mistral-tiny", + "mistral/mistral-small", + "mistral/mistral-medium", + "mistral/mistral-large-latest", + ], + "Open AI": [ + "gpt-3.5-turbo-16k-0613", + "gpt-3.5-turbo-16k", + "gpt-3.5-turbo-1106", + "gpt-3.5-turbo-0613", + "gpt-3.5-turbo-0301", + "gpt-3.5-turbo", + "gpt-4", + "gpt-4-1106-preview", + ], + "Cohere": [ + "command-nightly", + ] +} + +GPT_FORMAT_RESPONSE = ["gpt-3.5-turbo-1106", "gpt-4-1106-preview"] + +ag.config.default( + temperature=ag.FloatParam(default=1, minval=0.0, maxval=2.0), + model=ag.GroupedMultipleChoiceParam(default="gpt-3.5-turbo", choices=provider_models), + max_tokens=ag.IntParam(-1, -1, 4000), + prompt_system=ag.TextParam(prompts["system_prompt"]), + prompt_user=ag.TextParam(prompts["user_prompt"]), + top_p=ag.FloatParam(1), + frequence_penalty=ag.FloatParam(default=0.0, minval=-2.0, maxval=2.0), + presence_penalty=ag.FloatParam(default=0.0, minval=-2.0, maxval=2.0), + force_json=ag.BinaryParam(False) +) + + +@ag.entrypoint +async def generate( + inputs: ag.DictInput = ag.DictInput(default_keys=["country", "marital_status", "duration", "not_desired_activities"]), +): + try: + prompt_user = ag.config.prompt_user.format(**inputs) + except Exception as e: + prompt_user = ag.config.prompt_user + try: + prompt_system = ag.config.prompt_system.format(**inputs) + except Exception as e: + prompt_system = ag.config.prompt_system + + max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None + + if ag.config.force_json and ag.config.model not in GPT_FORMAT_RESPONSE: + raise ValueError("Model {} does not support JSON response format".format(ag.config.model)) + + response_format = {"type": "json_object"} if ag.config.force_json and ag.config.model in GPT_FORMAT_RESPONSE else {"type": "text"} + + completion_params = { + "model": ag.config.model, + "messages": [{"content": prompt_system, "role": "system"}, {"content": prompt_user, "role": "user"}], + "temperature": ag.config.temperature, + "max_tokens": max_tokens, + "top_p": ag.config.top_p, + "response_format": response_format, + } + + # Include frequency_penalty and presence_penalty only if supported + if ag.config.model in GPT_FORMAT_RESPONSE: + completion_params["frequency_penalty"] = ag.config.frequence_penalty + completion_params["presence_penalty"] = ag.config.presence_penalty + + response = await litellm.acompletion(**completion_params) + + token_usage = response.usage.dict() + return { + "message": response.choices[0]. message.content, + **{"usage": token_usage}, + "cost": ag.calculate_token_usage(ag.config.model, token_usage), + } \ No newline at end of file diff --git a/examples/what_to_do_today/requirements.txt b/examples/what_to_do_today/requirements.txt new file mode 100644 index 0000000000..e72ba551d7 --- /dev/null +++ b/examples/what_to_do_today/requirements.txt @@ -0,0 +1,2 @@ +agenta +openai From f90c3ebf7a5f736a4be4f9da041e5b9e6552f3a0 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 16:45:01 +0200 Subject: [PATCH 18/51] format new app --- examples/what_to_do_today/app.py | 34 +++++++++++++++++++++----------- 1 file changed, 23 insertions(+), 11 deletions(-) diff --git a/examples/what_to_do_today/app.py b/examples/what_to_do_today/app.py index 21e53b2c07..411bc772c4 100644 --- a/examples/what_to_do_today/app.py +++ b/examples/what_to_do_today/app.py @@ -1,7 +1,7 @@ import agenta as ag import litellm -litellm.drop_params=True +litellm.drop_params = True ag.init() @@ -11,7 +11,6 @@ I am {marital_status} and I have {duration} free time? I am not interested in activities like: {not_desired_activities} """, - } provider_models = { @@ -33,27 +32,31 @@ ], "Cohere": [ "command-nightly", - ] + ], } GPT_FORMAT_RESPONSE = ["gpt-3.5-turbo-1106", "gpt-4-1106-preview"] ag.config.default( temperature=ag.FloatParam(default=1, minval=0.0, maxval=2.0), - model=ag.GroupedMultipleChoiceParam(default="gpt-3.5-turbo", choices=provider_models), + model=ag.GroupedMultipleChoiceParam( + default="gpt-3.5-turbo", choices=provider_models + ), max_tokens=ag.IntParam(-1, -1, 4000), prompt_system=ag.TextParam(prompts["system_prompt"]), prompt_user=ag.TextParam(prompts["user_prompt"]), top_p=ag.FloatParam(1), frequence_penalty=ag.FloatParam(default=0.0, minval=-2.0, maxval=2.0), presence_penalty=ag.FloatParam(default=0.0, minval=-2.0, maxval=2.0), - force_json=ag.BinaryParam(False) + force_json=ag.BinaryParam(False), ) @ag.entrypoint async def generate( - inputs: ag.DictInput = ag.DictInput(default_keys=["country", "marital_status", "duration", "not_desired_activities"]), + inputs: ag.DictInput = ag.DictInput( + default_keys=["country", "marital_status", "duration", "not_desired_activities"] + ), ): try: prompt_user = ag.config.prompt_user.format(**inputs) @@ -67,13 +70,22 @@ async def generate( max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None if ag.config.force_json and ag.config.model not in GPT_FORMAT_RESPONSE: - raise ValueError("Model {} does not support JSON response format".format(ag.config.model)) + raise ValueError( + "Model {} does not support JSON response format".format(ag.config.model) + ) - response_format = {"type": "json_object"} if ag.config.force_json and ag.config.model in GPT_FORMAT_RESPONSE else {"type": "text"} + response_format = ( + {"type": "json_object"} + if ag.config.force_json and ag.config.model in GPT_FORMAT_RESPONSE + else {"type": "text"} + ) completion_params = { "model": ag.config.model, - "messages": [{"content": prompt_system, "role": "system"}, {"content": prompt_user, "role": "user"}], + "messages": [ + {"content": prompt_system, "role": "system"}, + {"content": prompt_user, "role": "user"}, + ], "temperature": ag.config.temperature, "max_tokens": max_tokens, "top_p": ag.config.top_p, @@ -89,7 +101,7 @@ async def generate( token_usage = response.usage.dict() return { - "message": response.choices[0]. message.content, + "message": response.choices[0].message.content, **{"usage": token_usage}, "cost": ag.calculate_token_usage(ag.config.model, token_usage), - } \ No newline at end of file + } From be5ba32b3ac116f63f0dca6bce015f0d71b4b306 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 17:05:27 +0200 Subject: [PATCH 19/51] add docs --- docs/developer_guides/sdk/config_datatypes.mdx | 11 +++++++++++ .../grouped_multiple_choice_param.png | Bin 0 -> 59164 bytes 2 files changed, 11 insertions(+) create mode 100644 docs/images/sdk_params/grouped_multiple_choice_param.png diff --git a/docs/developer_guides/sdk/config_datatypes.mdx b/docs/developer_guides/sdk/config_datatypes.mdx index 88f3577295..7c544cd817 100644 --- a/docs/developer_guides/sdk/config_datatypes.mdx +++ b/docs/developer_guides/sdk/config_datatypes.mdx @@ -40,6 +40,17 @@ agenta.config.register_default(temperature = ag.IntParam(default=0.5, minval=0, This displays a binary switch in the playground. +### MultipleChoiceParam + + +The MultipleChoiceParam is a dropdown menu that provides a list of individual choices. + + +### GroupedMultipleChoiceParam + +The GroupedMultipleChoiceParam is a dropdown menu that presents options in clustered groups, allowing users to select from a categorized list of choices. +![Image of Evaluation Interface](/images/sdk_params/grouped_multiple_choice_param.png) + ```python agenta.config.register_default(temperature = ag.IntParam(default=0.5, minval=0, maxval=2), force_json = BinaryParam()) diff --git a/docs/images/sdk_params/grouped_multiple_choice_param.png 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zxd}%TENAO&@b+H3V39E_qSMWCY7q|QlX$8v#g(`6`>fTY)kFm+j%Zq~3{_4f{Gjz@Z9lLVc>PH|U-Qvl7RFr{%T1@MZl^T? zw*j_Yqbc9ETdmyZWRd#v4a2o<^SVD~UQf+bUwonRPe}~&744HJ4(moI%D;=F_lOyn z)n790v=oT!XgmIBaoaMeM-sbz8FLXQ=L=+;!=8;ZS4tg?WmnlxpT?q-6dTbj>Nh@0W(TqNmd@r$hBvhTD?zcDpUX53tzPdDa&)*KdDsUMLGh zTl$nQ$TW;C+)oJNTVLqp3e>%=`E#dsS>3VTfxRCZLG)-Ex7(l!Z1>%lg z@a`k+syp*SW5Fi=f6Y?X{h>@PxPPUa{d3^rEw##*D^#oaEwUz`x9q6icj-U6YPq^@^{!t9d@uHPUjEP9K6PD~ T*vGOP3_#%N>gTe~DWM4fBa&*W literal 0 HcmV?d00001 From 73702e40c381932598682250a9b3af7567f11004 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 2 Apr 2024 17:08:19 +0200 Subject: [PATCH 20/51] add script to format all folders --- format.sh | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100755 format.sh diff --git a/format.sh b/format.sh new file mode 100755 index 0000000000..58e7382923 --- /dev/null +++ b/format.sh @@ -0,0 +1,8 @@ +cd agenta-web +npx prettier --write . +cd ../agenta-backend +black . +cd ../agenta-backend +black . +cd ../examples +black . \ No newline at end of file From 0482772e80adaa5a66b4942959e54a376ca567a2 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 2 Apr 2024 17:31:26 +0100 Subject: [PATCH 21/51] docs: updated changelog --- docs/changelog/main.mdx | 147 +++++++++++++++++++++++++++++++++++++--- 1 file changed, 136 insertions(+), 11 deletions(-) diff --git a/docs/changelog/main.mdx b/docs/changelog/main.mdx index 41368020fd..ffc0f866ef 100644 --- a/docs/changelog/main.mdx +++ b/docs/changelog/main.mdx @@ -2,35 +2,160 @@ title: "Changelog" --- +## v0.12.6 - TITLE +*1st April 2024* +- Added Latency and Cost to Evaluation +- Fixed when API key is wrong in CLI +- Removed logic that filters parameters without a value + +## v0.12.5 - TITLE +*31st March 2024* +- Feature: Toggle variant visibility in comparison view +- Resolved issue with "Start Evaluation" button in Testset view +- Fixed bug in CLI causing variant not to serve +- Allowed the addition of a data point from the playground when columns mismatch +- Improved Parameters type + +## v0.12.4 - TITLE +*25th March 2024* +- Introduced New string matching evaluators +- Implemented support for passing API Key as an ENV variable +- Updated Human Evaluation Documentation +- Introduced Levenshtein distance evaluator +- Resolved issue with viewing the evaluation full output value +- Improved Error boundary logic to unblock UI +- Improved logic to save and retrieve multiple LLM provider keys +- Fixed Modal instances to support dark mode +- Made improvements to Human evaluation card view +- Added dialog to indicate testset being saved in UI + +## v0.12.3 - TITLE +*11th March 2024* +- Enhanced Webhook evaluator logic +- Fixed column resize in comparison view +- Fixed a bug in the evaluation output in CSV file +- Made inputs in Human evaluation view unmodifiable +- Added option to save a testset in the Single model evaluation view +- Fixed path to Evaluators view when navigating from Evaluations +- Added evaluator name to "Configure your evaluator" modal + +## v0.12.2 - TITLE +*4th March 2024* +- Pay check +- Feature: Highlight output difference in the comparison view +- Updated documentation for Evaluator and Human Evaluation +- Resolved failing Frontend test +- Added assertion for app variant not found +- Resolved unbound error +- Improved the error messages when invoking LLM applications +- Improved "Add new evaluation" modal +- Resolved failing Backend tests +- Upgraded Sidemenu to display Configure evaluator and run evaluator under Evaluations section +- Changed cursor to pointer when hovering over evaluation results + +## v0.12.0 - TITLE +*14th February 2024* +- Feature: Deployment Versioning +- Feature: RBAC Implementation +- Implemented State persistence for Evaluations +- Updated documentation for vision gpt explain images +- Fixed bug in custom code evaluation aggregation +- Fixed bug with Evaluation results not being exported correctly +- Improved Frontend test for Evaluations +- Implemented prevention of used resources being deleted + +## v0.10.2 - TITLE +*4th February 2024* +- Fixed failing Frontend test in Playground +- Updated LLM providers in Backend enum +- Fixed bug in variant environment deployment +- Fixed Evaluation table sorting +- Made use of server timezone instead of UTC +- Addressed issue when invoking LLM app with missing LLM provider key + +## v0.10.1 - TITLE +*31st January 2024* +- Updated failing Backend tests +- Fixed result object +- Added option to use variables non-interactively +- Updated API code in cloud + +## v0.10.0 - TITLE +*31st January 2024* +- Feature: Prompt Versioning +- Added Dynamic Drawer for Prompt Versioning +- Enhancement: Prompt Versioning and migrations + +## v0.9.1 - TITLE +*30th January 2024* +- Added correct answer column and JSON field match evaluator + +## v0.9.0 - TITLE +*29th January 2024* +- Error handling in evaluations +- Added button in A/B testing evaluation to mark both as correct +- Improved Loading state in Human Evaluation +- Fixed logic for sending API key in Frontend + +## v0.8.4 - TITLE +*27th January 2024* +- Modified agenta SDK handle_exception +- Removed deprecated code for building and uploading Docker image + +## v0.8.3 - TITLE +*25th January 2024* +- Feature: Use your own api key in cloud +- Updated beanie to use official version +- Fixed failing Backend tests + +## v0.8.2 - TITLE +*24th January 2024* +- Updated Human evaluation table to add annotation and correct answer columns +- Improved error handling in playground +- Resolved issue with live results in A/B testing evaluation not updating +- Improved query lookup for evaluation scenarios +- Fixed a bug in rate limit configuration validation +- Fixed issue with all aggregated results +- Resolved failing Backend tests +- Disabled import from endpoint in cloud due to security reasons +- Fixed environment variable injection to enable cloud users to use their own keys +- Simplified migration process + +## v0.8.1 - TITLE +*24th January 2024* +- Evaluations in Backend +- Added Migration steps to documentation +- Improved UI/UX in Evaluation view + ## v0.8.0 - Revamping evaluation -*22th January 2024* +*22nd January 2024* We've spent the past month re-engineering our evaluation workflow. Here's what's new: **Running Evaluations** 1. Simultaneous Evaluations: You can now run multiple evaluations for different app variants and evaluators concurrently. - + 2. Rate Limit Parameters: Specify these during evaluations and reattempts to ensure reliable results without exceeding open AI rate limits. - + - + 3. Reusable Evaluators: Configure evaluators such as similarity match, regex match, or AI critique and use them across multiple evaluations. - + - + **Evaluation Reports** 1. Dashboard Improvements: We've upgraded our dashboard interface to better display evaluation results. You can now filter and sort results by evaluator, test set, and outcomes. - + - + 2. Comparative Analysis: Select multiple evaluation runs and view the results of various LLM applications side-by-side. - + - + ## v0.7.1 - Adding Cost and Token Usage to the Playground *12th January 2024* @@ -59,7 +184,7 @@ This necessitated modifications to the SDK. Now, the LLM application API returns ## v0.6.6 - Improving Side-by-side Comparison in the Playground -*19th December 2023* +*19th December 2023* - Enhanced the side-by-side comparison in the playground for better user experience ## v0.6.5 - Resolved Batch Logic Issue in Evaluation From 1f3cc649d32edbd86f35beb53d4aa8e0668fb99a Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Thu, 4 Apr 2024 18:38:54 +0200 Subject: [PATCH 22/51] remove docker_hub_repo_owner and docker_hub_repo_name to use AGENTA_TEMPLATE_REPO --- agenta-backend/agenta_backend/config.py | 5 +---- agenta-backend/agenta_backend/config.toml | 4 +--- .../agenta_backend/services/templates_manager.py | 14 +++++--------- 3 files changed, 7 insertions(+), 16 deletions(-) diff --git a/agenta-backend/agenta_backend/config.py b/agenta-backend/agenta_backend/config.py index 56965077b3..f08c94341a 100644 --- a/agenta-backend/agenta_backend/config.py +++ b/agenta-backend/agenta_backend/config.py @@ -12,8 +12,6 @@ os.environ["REGISTRY"] = toml_config["registry"] os.environ["DATABASE_URL"] = toml_config["database_url"] os.environ["DOCKER_HUB_URL"] = toml_config["docker_hub_url"] -os.environ["DOCKER_HUB_REPO_OWNER"] = toml_config["docker_hub_repo_owner"] -os.environ["DOCKER_HUB_REPO_NAME"] = toml_config["docker_hub_repo_name"] os.environ["DATABASE_MODE"] = os.environ.get("DATABASE_MODE", "v2") @@ -22,8 +20,7 @@ class Settings(BaseSettings): registry: str database_url: str docker_hub_url: str - docker_hub_repo_owner: str - docker_hub_repo_name: str + settings = Settings() diff --git a/agenta-backend/agenta_backend/config.toml b/agenta-backend/agenta_backend/config.toml index c5b0f0b5aa..f3f6547f99 100644 --- a/agenta-backend/agenta_backend/config.toml +++ b/agenta-backend/agenta_backend/config.toml @@ -1,6 +1,4 @@ docker_registry_url="registry:5001" registry="agentaai" database_url="sqlite:////db/deploy.db" -docker_hub_url="https://hub.docker.com/v2/repositories/{}/{}" -docker_hub_repo_owner="agentaai" -docker_hub_repo_name="templates_v2" +docker_hub_url="https://hub.docker.com/v2/repositories" diff --git a/agenta-backend/agenta_backend/services/templates_manager.py b/agenta-backend/agenta_backend/services/templates_manager.py index 0391e214fa..43998af7f2 100644 --- a/agenta-backend/agenta_backend/services/templates_manager.py +++ b/agenta-backend/agenta_backend/services/templates_manager.py @@ -15,6 +15,7 @@ from agenta_backend.services import container_manager templates_base_url = os.getenv("TEMPLATES_BASE_URL") +agenta_template_repo = os.getenv("AGENTA_TEMPLATE_REPO") from typing import Union @@ -60,13 +61,10 @@ async def update_and_sync_templates(cache: bool = True) -> None: ) print(f"Template {template_id} added to the database.") - # Get docker hub config - repo_owner = settings.docker_hub_repo_owner - repo_name = settings.docker_hub_repo_name # Pull image from DockerHub image_res = await container_manager.pull_docker_image( - repo_name=f"{repo_owner}/{repo_name}", tag=temp["name"] + repo_name=f"{agenta_template_repo}", tag=temp["name"] ) print(f"Template Image {image_res[0]['id']} pulled from DockerHub.") @@ -90,8 +88,7 @@ async def retrieve_templates_from_dockerhub_cached(cache: bool) -> List[dict]: # If not cached, fetch data from Docker Hub and cache it in Redis response = await retrieve_templates_from_dockerhub( settings.docker_hub_url, - settings.docker_hub_repo_owner, - settings.docker_hub_repo_name, + agenta_template_repo, ) response_data = response["results"] @@ -130,7 +127,7 @@ async def retrieve_templates_info_from_s3( @backoff.on_exception(backoff.expo, (ConnectError, CancelledError), max_tries=5) async def retrieve_templates_from_dockerhub( - url: str, repo_owner: str, repo_name: str + url: str, repo_name: str ) -> Union[List[dict], dict]: """ Business logic to retrieve templates from DockerHub. @@ -139,7 +136,6 @@ async def retrieve_templates_from_dockerhub( url (str): The URL endpoint for retrieving templates. Should contain placeholders `{}` for the `repo_owner` and `repo_name` values to be inserted. For example: `https://hub.docker.com/v2/repositories/{}/{}/tags`. - repo_owner (str): The owner or organization of the repository from which templates are to be retrieved. repo_name (str): The name of the repository where the templates are located. Returns: @@ -148,7 +144,7 @@ async def retrieve_templates_from_dockerhub( async with httpx.AsyncClient() as client: response = await client.get( - f"{url.format(repo_owner, repo_name)}/tags", timeout=10 + f"{url}/{repo_name}/tags", timeout=10 ) if response.status_code == 200: response_data = response.json() From da6a2d84b6352f87fdb00fffee7df82f731fc292 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 12:09:26 +0200 Subject: [PATCH 23/51] refactor openai parser --- agenta-web/src/lib/helpers/openapi_parser.ts | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 261429ed67..e9281100f4 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -32,12 +32,16 @@ export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => : false, type: param["x-parameter"] ? determineType(param["x-parameter"]) : "string", default: param.default, - enum: param["enum"] ? param.enum : [], - minimum: param["minimum"] ? param.minimum : 0, - maximum: param["maximum"] ? param.maximum : 1, required: !!schema.components.schemas[bodySchemaName]?.required?.includes(name), } - // above should be refactored to include only appropriate fields per x-parameter type + + if (parameter.type === "array") { + parameter.enum = param["enum"] + } + if (parameter.type === "float" || parameter.type === "int") { + parameter.minimum = param["minimum"] + parameter.maximum = param["maximum"] + } if (parameter.type === "grouped_choice") { parameter.choices = param["choices"] } From cd45e1844b9a7c180dba4b416104dcb28a5fc6ce Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 12:10:00 +0200 Subject: [PATCH 24/51] format --- agenta-backend/agenta_backend/config.py | 1 - agenta-backend/agenta_backend/services/templates_manager.py | 5 +---- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/agenta-backend/agenta_backend/config.py b/agenta-backend/agenta_backend/config.py index f08c94341a..a84eb0341a 100644 --- a/agenta-backend/agenta_backend/config.py +++ b/agenta-backend/agenta_backend/config.py @@ -22,5 +22,4 @@ class Settings(BaseSettings): docker_hub_url: str - settings = Settings() diff --git a/agenta-backend/agenta_backend/services/templates_manager.py b/agenta-backend/agenta_backend/services/templates_manager.py index 43998af7f2..cd5f8812c5 100644 --- a/agenta-backend/agenta_backend/services/templates_manager.py +++ b/agenta-backend/agenta_backend/services/templates_manager.py @@ -61,7 +61,6 @@ async def update_and_sync_templates(cache: bool = True) -> None: ) print(f"Template {template_id} added to the database.") - # Pull image from DockerHub image_res = await container_manager.pull_docker_image( repo_name=f"{agenta_template_repo}", tag=temp["name"] @@ -143,9 +142,7 @@ async def retrieve_templates_from_dockerhub( """ async with httpx.AsyncClient() as client: - response = await client.get( - f"{url}/{repo_name}/tags", timeout=10 - ) + response = await client.get(f"{url}/{repo_name}/tags", timeout=10) if response.status_code == 200: response_data = response.json() return response_data From a8f37a52051d34e92de37361d0c0c2364c87b35c Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 15:15:42 +0200 Subject: [PATCH 25/51] add assert --- agenta-cli/agenta/sdk/agenta_decorator.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/agenta-cli/agenta/sdk/agenta_decorator.py b/agenta-cli/agenta/sdk/agenta_decorator.py index dc0ae686b0..8a1670858a 100644 --- a/agenta-cli/agenta/sdk/agenta_decorator.py +++ b/agenta-cli/agenta/sdk/agenta_decorator.py @@ -399,9 +399,9 @@ def find_in_schema(schema: dict, param_name: str, xparam: str): for param_name, param_val in params.items(): if isinstance(param_val, GroupedMultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "grouped_choice") - if subschema: - subschema["choices"] = param_val.choices - subschema["default"] = param_val.default + assert subschema, f"GroupedMultipleChoiceParam '{param_name}' is in the parameters but could not be found in the openapi.json" + subschema["choices"] = param_val.choices + subschema["default"] = param_val.default if isinstance(param_val, MultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "choice") default = str(param_val) From 4d14c1256e5f868800804584407edb42e4441334 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 15:19:51 +0200 Subject: [PATCH 26/51] fix folder in fomat script --- format.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/format.sh b/format.sh index 58e7382923..9ba4887746 100755 --- a/format.sh +++ b/format.sh @@ -2,7 +2,7 @@ cd agenta-web npx prettier --write . cd ../agenta-backend black . -cd ../agenta-backend +cd ../agenta-cli black . cd ../examples black . \ No newline at end of file From f96a9d6f552f7969388d6451765942824c0b2492 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 15:20:10 +0200 Subject: [PATCH 27/51] format --- agenta-cli/agenta/sdk/agenta_decorator.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/agenta-cli/agenta/sdk/agenta_decorator.py b/agenta-cli/agenta/sdk/agenta_decorator.py index 8a1670858a..9823970805 100644 --- a/agenta-cli/agenta/sdk/agenta_decorator.py +++ b/agenta-cli/agenta/sdk/agenta_decorator.py @@ -399,7 +399,9 @@ def find_in_schema(schema: dict, param_name: str, xparam: str): for param_name, param_val in params.items(): if isinstance(param_val, GroupedMultipleChoiceParam): subschema = find_in_schema(schema_to_override, param_name, "grouped_choice") - assert subschema, f"GroupedMultipleChoiceParam '{param_name}' is in the parameters but could not be found in the openapi.json" + assert ( + subschema + ), f"GroupedMultipleChoiceParam '{param_name}' is in the parameters but could not be found in the openapi.json" subschema["choices"] = param_val.choices subschema["default"] = param_val.default if isinstance(param_val, MultipleChoiceParam): From 94367073e12a3cc5a614fe48c6faa133a3f5e2fd Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 16:08:04 +0200 Subject: [PATCH 28/51] print the model --- examples/what_to_do_today/app.py | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/what_to_do_today/app.py b/examples/what_to_do_today/app.py index 411bc772c4..0abf51f636 100644 --- a/examples/what_to_do_today/app.py +++ b/examples/what_to_do_today/app.py @@ -74,6 +74,7 @@ async def generate( "Model {} does not support JSON response format".format(ag.config.model) ) + print("model: ", ag.config.model) response_format = ( {"type": "json_object"} if ag.config.force_json and ag.config.model in GPT_FORMAT_RESPONSE From c66aa4fcbd4caee2a1f44fbef685a0e8f9c00ffa Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 5 Apr 2024 16:27:33 +0200 Subject: [PATCH 29/51] add emoji --- .github/workflows/bump-versions.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/bump-versions.yml b/.github/workflows/bump-versions.yml index 352cd0cc76..14eaebf888 100644 --- a/.github/workflows/bump-versions.yml +++ b/.github/workflows/bump-versions.yml @@ -1,4 +1,4 @@ -name: Bump versions +name: "🆙 Bump versions" on: workflow_dispatch: From ead87c555efd1889499d91f82cbe90ef68131fbc Mon Sep 17 00:00:00 2001 From: aakrem <6608260+aakrem@users.noreply.github.com> Date: Fri, 5 Apr 2024 14:29:28 +0000 Subject: [PATCH 30/51] Bump versions --- agenta-backend/pyproject.toml | 2 +- agenta-cli/pyproject.toml | 2 +- agenta-web/package-lock.json | 4 ++-- agenta-web/package.json | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/agenta-backend/pyproject.toml b/agenta-backend/pyproject.toml index 8d92bcf390..278d644a88 100644 --- a/agenta-backend/pyproject.toml +++ b/agenta-backend/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "agenta_backend" -version = "0.12.6" +version = "0.12.7" description = "" authors = ["Mahmoud Mabrouk "] readme = "README.md" diff --git a/agenta-cli/pyproject.toml b/agenta-cli/pyproject.toml index f003cc8951..75af686c8f 100644 --- a/agenta-cli/pyproject.toml +++ b/agenta-cli/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "agenta" -version = "0.12.6" +version = "0.12.7" description = "The SDK for agenta is an open-source LLMOps platform." readme = "README.md" authors = ["Mahmoud Mabrouk "] diff --git a/agenta-web/package-lock.json b/agenta-web/package-lock.json index cda12727c0..de74dd6cc5 100644 --- a/agenta-web/package-lock.json +++ b/agenta-web/package-lock.json @@ -1,12 +1,12 @@ { "name": "agenta", - "version": "0.12.6", + "version": "0.12.7", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "agenta", - "version": "0.12.6", + "version": "0.12.7", "dependencies": { "@ant-design/colors": "^7.0.0", "@ant-design/icons": "^5.0.1", diff --git a/agenta-web/package.json b/agenta-web/package.json index adc7c6ca2c..13e6363d8b 100644 --- a/agenta-web/package.json +++ b/agenta-web/package.json @@ -1,6 +1,6 @@ { "name": "agenta", - "version": "0.12.6", + "version": "0.12.7", "private": true, "engines": { "node": ">=18" From 9199107ec2cad5b01a86cff2c0f9488245fd9fae Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Sat, 6 Apr 2024 17:38:43 +0100 Subject: [PATCH 31/51] made textarea resizeable and added line breaks to ai critique text --- .../agenta_backend/resources/evaluators/evaluators.py | 2 +- .../pages/evaluations/evaluators/NewEvaluatorModal.tsx | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-backend/agenta_backend/resources/evaluators/evaluators.py b/agenta-backend/agenta_backend/resources/evaluators/evaluators.py index 3faab67016..cb20a13521 100644 --- a/agenta-backend/agenta_backend/resources/evaluators/evaluators.py +++ b/agenta-backend/agenta_backend/resources/evaluators/evaluators.py @@ -79,7 +79,7 @@ "prompt_template": { "label": "Prompt Template", "type": "text", - "default": "We have an LLM App that we want to evaluate its outputs. Based on the prompt and the parameters provided below evaluate the output based on the evaluation strategy below: Evaluation strategy: 0 to 10 0 is very bad and 10 is very good. Prompt: {llm_app_prompt_template} Inputs: country: {country} Correct Answer:{correct_answer} Evaluate this: {variant_output} Answer ONLY with one of the given grading or evaluation options.", + "default": "We have an LLM App that we want to evaluate its outputs. Based on the prompt and the parameters provided below evaluate the output based on the evaluation strategy below:\nEvaluation strategy: 0 to 10 0 is very bad and 10 is very good.\nPrompt: {llm_app_prompt_template}\nInputs: country: {country}\nCorrect Answer:{correct_answer}\nEvaluate this: {variant_output}\n\nAnswer ONLY with one of the given grading or evaluation options.", "description": "Template for AI critique prompts", "required": True, } diff --git a/agenta-web/src/components/pages/evaluations/evaluators/NewEvaluatorModal.tsx b/agenta-web/src/components/pages/evaluations/evaluators/NewEvaluatorModal.tsx index bb67065b5b..6ea154af35 100644 --- a/agenta-web/src/components/pages/evaluations/evaluators/NewEvaluatorModal.tsx +++ b/agenta-web/src/components/pages/evaluations/evaluators/NewEvaluatorModal.tsx @@ -174,7 +174,7 @@ const DynamicFormField: React.FC = ({ ) : type === "boolean" || type === "bool" ? ( ) : type === "text" ? ( - + ) : type === "code" ? ( Date: Sun, 7 Apr 2024 13:30:50 +0200 Subject: [PATCH 32/51] add injecting mistral and cohere keys --- .../agenta_backend/routers/app_router.py | 24 ++++++++++++------- 1 file changed, 16 insertions(+), 8 deletions(-) diff --git a/agenta-backend/agenta_backend/routers/app_router.py b/agenta-backend/agenta_backend/routers/app_router.py index 730cba1f15..a9b27b0b00 100644 --- a/agenta-backend/agenta_backend/routers/app_router.py +++ b/agenta-backend/agenta_backend/routers/app_router.py @@ -562,16 +562,24 @@ async def create_app_and_variant_from_template( else "Step 7: Starting variant and injecting environment variables" ) if isCloudEE(): - if not os.environ["OPENAI_API_KEY"]: + supported_llm_prodviders_keys = [ + "OPENAI_API_KEY", + "MISTRAL_API_KEY", + "COHERE_API_KEY", + ] + missing_keys = [ + key for key in supported_llm_prodviders_keys if not os.environ.get(key) + ] + if missing_keys: + missing_keys_str = ", ".join(missing_keys) raise Exception( - "Unable to start app container. Please file an issue by clicking on the button below.", + f"Unable to start app container. The following environment variables are missing: {missing_keys_str}. Please file an issue by clicking on the button below." ) - envvars = { - **(payload.env_vars or {}), - "OPENAI_API_KEY": os.environ[ - "OPENAI_API_KEY" - ], # order is important here - } + + envvars = {**(payload.env_vars or {})} + for key in supported_llm_prodviders_keys: + if os.environ.get(key): + envvars[key] = os.environ[key] else: envvars = {} if payload.env_vars is None else payload.env_vars await app_manager.start_variant(app_variant_db, envvars) From b6604ce5b3c3e94a08b129c35a0072515b0b9d9b Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Mon, 8 Apr 2024 10:40:26 +0200 Subject: [PATCH 33/51] added vercel to origins --- agenta-backend/agenta_backend/main.py | 1 + 1 file changed, 1 insertion(+) diff --git a/agenta-backend/agenta_backend/main.py b/agenta-backend/agenta_backend/main.py index dc0885e483..8da74fd4fc 100644 --- a/agenta-backend/agenta_backend/main.py +++ b/agenta-backend/agenta_backend/main.py @@ -38,6 +38,7 @@ "http://localhost:3001", "http://0.0.0.0:3000", "http://0.0.0.0:3001", + "https://*.vercel.app", ] celery_app = Celery("agenta_app") From a760f57e35af2bcdf4da4eca99534aff66292093 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Mon, 8 Apr 2024 11:39:35 +0200 Subject: [PATCH 34/51] fix --- agenta-backend/agenta_backend/main.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/main.py b/agenta-backend/agenta_backend/main.py index 8da74fd4fc..10e3f97239 100644 --- a/agenta-backend/agenta_backend/main.py +++ b/agenta-backend/agenta_backend/main.py @@ -38,9 +38,9 @@ "http://localhost:3001", "http://0.0.0.0:3000", "http://0.0.0.0:3001", - "https://*.vercel.app", ] + celery_app = Celery("agenta_app") celery_app.config_from_object(celery_config) @@ -66,6 +66,7 @@ async def lifespan(application: FastAPI, cache=True): app.add_middleware( CORSMiddleware, allow_origins=origins, + allow_origin_regex="https://.*\.vercel\.app", allow_credentials=True, allow_methods=["*"], allow_headers=allow_headers, From ad092f60a66e099f4364a8b67e95a4fcc3e1b22b Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Mon, 8 Apr 2024 12:39:49 +0100 Subject: [PATCH 35/51] stored showDiff state in local storage --- .../pages/evaluations/evaluationCompare/EvaluationCompare.tsx | 3 ++- .../evaluations/evaluationScenarios/EvaluationScenarios.tsx | 4 ++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/agenta-web/src/components/pages/evaluations/evaluationCompare/EvaluationCompare.tsx b/agenta-web/src/components/pages/evaluations/evaluationCompare/EvaluationCompare.tsx index c7b3c0cef8..6e7607f41b 100644 --- a/agenta-web/src/components/pages/evaluations/evaluationCompare/EvaluationCompare.tsx +++ b/agenta-web/src/components/pages/evaluations/evaluationCompare/EvaluationCompare.tsx @@ -26,6 +26,7 @@ import {useAtom} from "jotai" import {evaluatorsAtom} from "@/lib/atoms/evaluation" import CompareOutputDiff from "@/components/CompareOutputDiff/CompareOutputDiff" import {formatCurrency, formatLatency} from "@/lib/helpers/formatters" +import {useLocalStorage} from "usehooks-ts" const useStyles = createUseStyles((theme: JSSTheme) => ({ table: { @@ -59,7 +60,7 @@ const EvaluationCompareMode: React.FC = () => { const [evaluationIdsStr = ""] = useQueryParam("evaluations") const [evalIds, setEvalIds] = useState(evaluationIdsStr.split(",").filter((item) => !!item)) const [hiddenVariants, setHiddenVariants] = useState([]) - const [showDiff, setShowDiff] = useQueryParam("showDiff", "show") + const [showDiff, setShowDiff] = useLocalStorage("showDiff", "show") const [fetching, setFetching] = useState(false) const [rows, setRows] = useState([]) const [testset, setTestset] = useState() diff --git a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx index c72d37550f..5a40ef8e92 100644 --- a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx +++ b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx @@ -22,8 +22,8 @@ import AgCustomHeader from "@/components/AgCustomHeader/AgCustomHeader" import {useAtom} from "jotai" import {evaluatorsAtom} from "@/lib/atoms/evaluation" import CompareOutputDiff from "@/components/CompareOutputDiff/CompareOutputDiff" -import {useQueryParam} from "@/hooks/useQuery" import {formatCurrency, formatLatency} from "@/lib/helpers/formatters" +import {useLocalStorage} from "usehooks-ts" const useStyles = createUseStyles((theme: JSSTheme) => ({ infoRow: { @@ -56,7 +56,7 @@ const EvaluationScenarios: React.FC = () => { const [evaluators, setEvaluators] = useAtom(evaluatorsAtom) const gridRef = useRef>() const evalaution = scenarios[0]?.evaluation - const [showDiff, setShowDiff] = useQueryParam("showDiff", "show") + const [showDiff, setShowDiff] = useLocalStorage("showDiff", "show") const colDefs = useMemo(() => { const colDefs: ColDef<_EvaluationScenario>[] = [] From 8154dff0aafb91e0c9c0cc7d37983444576c79bf Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Mon, 8 Apr 2024 15:42:57 +0200 Subject: [PATCH 36/51] Update evaluators.py --- .../agenta_backend/resources/evaluators/evaluators.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/resources/evaluators/evaluators.py b/agenta-backend/agenta_backend/resources/evaluators/evaluators.py index cb20a13521..effa7d417e 100644 --- a/agenta-backend/agenta_backend/resources/evaluators/evaluators.py +++ b/agenta-backend/agenta_backend/resources/evaluators/evaluators.py @@ -253,7 +253,7 @@ def get_all_evaluators(): """ - Returns a list of evaluators. + Returns a list of evaluators Returns: List[dict]: A list of evaluator dictionaries. From df78f048835e14ba2be83660f0cd88140c043c8d Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Mon, 8 Apr 2024 15:00:40 +0100 Subject: [PATCH 37/51] fixed row height change when switching diff state --- .../pages/evaluations/cellRenderers/cellRenderers.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-web/src/components/pages/evaluations/cellRenderers/cellRenderers.tsx b/agenta-web/src/components/pages/evaluations/cellRenderers/cellRenderers.tsx index 866090f990..94a468f599 100644 --- a/agenta-web/src/components/pages/evaluations/cellRenderers/cellRenderers.tsx +++ b/agenta-web/src/components/pages/evaluations/cellRenderers/cellRenderers.tsx @@ -95,7 +95,7 @@ export function LongTextCellRenderer(params: ICellRendererParams, output?: any) cellsArr.forEach((cell) => { cell.setAttribute( "style", - "overflow: visible; white-space: pre-wrap; text-overflow: unset; line-height: 2.5em;", + "overflow: visible; white-space: pre-wrap; text-overflow: unset;", ) }) const height = Math.max(...cellsArr.map((cell) => cell.scrollHeight)) From 0321e6887671e41f1518545dbfc75ef808cd807c Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 9 Apr 2024 13:44:34 +0100 Subject: [PATCH 38/51] clicking enter key creates app --- .../components/AppSelector/AppSelector.tsx | 68 +++++++++---------- 1 file changed, 33 insertions(+), 35 deletions(-) diff --git a/agenta-web/src/components/AppSelector/AppSelector.tsx b/agenta-web/src/components/AppSelector/AppSelector.tsx index 9979cce7be..a8166395ab 100644 --- a/agenta-web/src/components/AppSelector/AppSelector.tsx +++ b/agenta-web/src/components/AppSelector/AppSelector.tsx @@ -254,6 +254,36 @@ const AppSelector: React.FC = () => { [apps, newApp], ) + const handleEnterKeyPress = (event: React.KeyboardEvent) => { + if (event.key === "Enter") { + handleCreateApp() + } + } + + const handleCreateApp = () => { + if (appNameExist) { + notification.warning({ + message: "Template Selection", + description: "App name already exists. Please choose a different name.", + duration: 3, + }) + } else if (fetchingTemplate && newApp.length > 0 && isAppNameInputValid(newApp)) { + notification.info({ + message: "Template Selection", + description: "The template image is currently being fetched. Please wait...", + duration: 3, + }) + } else if (!fetchingTemplate && newApp.length > 0 && isAppNameInputValid(newApp)) { + handleTemplateCardClick(templateId as string) + } else { + notification.warning({ + message: "Template Selection", + description: "Please provide a valid app name to choose a template.", + duration: 3, + }) + } + } + return ( { placeholder="New app name (e.g., chat-app)" value={newApp} onChange={(e) => setNewApp(e.target.value)} + onKeyDown={handleEnterKeyPress} disabled={fetchingTemplate} /> - {appNameExist &&
App name already exist
} + {appNameExist &&
App name already exists
} {newApp.length > 0 && !isAppNameInputValid(newApp) && (
App name must contain only letters, numbers, underscore, or dash @@ -368,40 +399,7 @@ const AppSelector: React.FC = () => { type="primary" loading={fetchingTemplate} disabled={appNameExist || newApp.length === 0} - onClick={() => { - if (appNameExist) { - notification.warning({ - message: "Template Selection", - description: - "App name already exists. Please choose a different name.", - duration: 3, - }) - } else if ( - fetchingTemplate && - newApp.length > 0 && - isAppNameInputValid(newApp) - ) { - notification.info({ - message: "Template Selection", - description: - "The template image is currently being fetched. Please wait...", - duration: 3, - }) - } else if ( - !fetchingTemplate && - newApp.length > 0 && - isAppNameInputValid(newApp) - ) { - handleTemplateCardClick(templateId as string) - } else { - notification.warning({ - message: "Template Selection", - description: - "Please provide a valid app name to choose a template.", - duration: 3, - }) - } - }} + onClick={handleCreateApp} > Create From ed6b50a62b871d8e8329cf99684860054ccb5098 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Tue, 9 Apr 2024 19:24:21 +0200 Subject: [PATCH 39/51] update --- docs/changelog/main.mdx | 172 +++++++++++++++++++++------------------- 1 file changed, 90 insertions(+), 82 deletions(-) diff --git a/docs/changelog/main.mdx b/docs/changelog/main.mdx index ffc0f866ef..6e82efdbe1 100644 --- a/docs/changelog/main.mdx +++ b/docs/changelog/main.mdx @@ -2,130 +2,138 @@ title: "Changelog" --- -## v0.12.6 - TITLE +## v0.12.6 - Compare latency and costs *1st April 2024* -- Added Latency and Cost to Evaluation -- Fixed when API key is wrong in CLI -- Removed logic that filters parameters without a value +You can now compare the latency and cost of different variants in the evaluation view. +< add screenshot > -## v0.12.5 - TITLE +## v0.12.5 - Minor improvements *31st March 2024* -- Feature: Toggle variant visibility in comparison view + +** Toggle variants in comparison view ** +You can now toggle the visibility of variants in the comparison view, allowing you to compare a multitude of variants side-by-side at the same time ** +< add screenshot > + +** Improvements ** +- You can now add a datapoint from the playground to the test set even if there is a column mismatch + +** Bug fixes ** - Resolved issue with "Start Evaluation" button in Testset view - Fixed bug in CLI causing variant not to serve -- Allowed the addition of a data point from the playground when columns mismatch -- Improved Parameters type -## v0.12.4 - TITLE +## v0.12.4 - New evaluators *25th March 2024* -- Introduced New string matching evaluators -- Implemented support for passing API Key as an ENV variable -- Updated Human Evaluation Documentation -- Introduced Levenshtein distance evaluator -- Resolved issue with viewing the evaluation full output value -- Improved Error boundary logic to unblock UI -- Improved logic to save and retrieve multiple LLM provider keys -- Fixed Modal instances to support dark mode + +We have added some more evaluators, a new string matching and a Levenshtein distance evaluation. + +** Improvements ** +- Updated documentation for human evaluation - Made improvements to Human evaluation card view - Added dialog to indicate testset being saved in UI -## v0.12.3 - TITLE +** Bug fixes ** +- Fixed issue with viewing the full output value during evaluation +- Enhanced error boundary logic to unblock user interface +- Improved logic to save and retrieve multiple LLM provider keys +- Fixed Modal instances to support dark mode + +## v0.12.3 - Minor improvements *11th March 2024* -- Enhanced Webhook evaluator logic + +- Improved the logic of the Webhook evaluator +- Made the inputs in the Human evaluation view non-editable +- Added an option to save a test set in the Single model evaluation view +- Included the evaluator name in the "Configure your evaluator" modal + +** Bug fixes ** - Fixed column resize in comparison view -- Fixed a bug in the evaluation output in CSV file -- Made inputs in Human evaluation view unmodifiable -- Added option to save a testset in the Single model evaluation view -- Fixed path to Evaluators view when navigating from Evaluations -- Added evaluator name to "Configure your evaluator" modal +- Resolved a bug affecting the evaluation output in the CSV file +- Corrected the path to the Evaluators view when navigating from Evaluations + -## v0.12.2 - TITLE +## v0.12.2 - Highlight ouput difference when comparing evaluations *4th March 2024* -- Pay check -- Feature: Highlight output difference in the comparison view -- Updated documentation for Evaluator and Human Evaluation -- Resolved failing Frontend test -- Added assertion for app variant not found -- Resolved unbound error + +We have improved the evaluation comparison view to show the difference to the expected output. + +** Improvements ** - Improved the error messages when invoking LLM applications - Improved "Add new evaluation" modal -- Resolved failing Backend tests - Upgraded Sidemenu to display Configure evaluator and run evaluator under Evaluations section - Changed cursor to pointer when hovering over evaluation results -## v0.12.0 - TITLE +## v0.12.0 - Deployment Versioning and RBAC *14th February 2024* -- Feature: Deployment Versioning -- Feature: RBAC Implementation -- Implemented State persistence for Evaluations -- Updated documentation for vision gpt explain images -- Fixed bug in custom code evaluation aggregation +** Deployment versioning ** +You now have access to a history of prompts deployed to our three environments. This feature allows you to roll back to previous versions if needed. + +** Role-Based Access Control ** +You can now invite team members and assign them fine-grained roles in agenta. +< add screenshot> + +** Improvements ** +- We now prevent the deletion of test sets that are used in evaluations + +** Bug fixes** +- Fixed bug in custom code evaluation aggregation. Up until know the aggregated result for custom code evalution where not computed correctly. - Fixed bug with Evaluation results not being exported correctly + +- Updated documentation for vision gpt explain images - Improved Frontend test for Evaluations -- Implemented prevention of used resources being deleted -## v0.10.2 - TITLE +## v0.10.2- Minor fixes *4th February 2024* -- Fixed failing Frontend test in Playground + +- Addressed issue when invoking LLM app with missing LLM provider key - Updated LLM providers in Backend enum - Fixed bug in variant environment deployment -- Fixed Evaluation table sorting +- Fixed the sorting in evaluation tables - Made use of server timezone instead of UTC -- Addressed issue when invoking LLM app with missing LLM provider key -## v0.10.1 - TITLE +## v0.10.0 - Prompt Versioning *31st January 2024* -- Updated failing Backend tests -- Fixed result object -- Added option to use variables non-interactively -- Updated API code in cloud +We've introduced the feature to version prompts, allowing you to track changes made by the team and revert to previous versions. To view the change history of the configuration, click on the sign in the playground to access all previous versions. +< add screenshot> -## v0.10.0 - TITLE -*31st January 2024* -- Feature: Prompt Versioning -- Added Dynamic Drawer for Prompt Versioning -- Enhancement: Prompt Versioning and migrations - -## v0.9.1 - TITLE +## v0.9.1 - New JSON Evaluator *30th January 2024* -- Added correct answer column and JSON field match evaluator +We have added a new evaluator to match JSON fields and added the possiblity to use other columns in the test set other than the `correct_answer` column as the ground truth. +< add screenshot> -## v0.9.0 - TITLE +## v0.9.0 - Improved error handling in evaluation *29th January 2024* -- Error handling in evaluations -- Added button in A/B testing evaluation to mark both as correct -- Improved Loading state in Human Evaluation -- Fixed logic for sending API key in Frontend +We have improved error handling in evaluation to return more information about the exact source of the error in the evaluation view +< add screenshot (maybe with wrong openai key) > -## v0.8.4 - TITLE -*27th January 2024* -- Modified agenta SDK handle_exception -- Removed deprecated code for building and uploading Docker image +**Improvements**: +- Added the option in A/B testing human evaluation to mark both variants as correct +- Improved loading state in Human Evaluation -## v0.8.3 - TITLE +## v0.8.3 - Bring your own API key *25th January 2024* -- Feature: Use your own api key in cloud -- Updated beanie to use official version -- Fixed failing Backend tests +Up until know, we required users to use our OpenAI API key when using cloud. Starting now, you can use your own API key for any new application you create. -## v0.8.2 - TITLE +## v0.8.2 - Improved human evaluation workflow *24th January 2024* -- Updated Human evaluation table to add annotation and correct answer columns + +** Faster human evaluation workflow +We have updated the human evaluation table view to add annotation and correct answer columns. + + + +**Improvements**: +- Simplified the database migration process +- Fixed environment variable injection to enable cloud users to use their own keys +- Disabled import from endpoint in cloud due to security reasons +- Improved query lookup speed for evaluation scenarios - Improved error handling in playground -- Resolved issue with live results in A/B testing evaluation not updating -- Improved query lookup for evaluation scenarios + +**Bug fixes**: +- Resolved failing Backend tests - Fixed a bug in rate limit configuration validation - Fixed issue with all aggregated results -- Resolved failing Backend tests -- Disabled import from endpoint in cloud due to security reasons -- Fixed environment variable injection to enable cloud users to use their own keys -- Simplified migration process +- Resolved issue with live results in A/B testing evaluation not updating -## v0.8.1 - TITLE -*24th January 2024* -- Evaluations in Backend -- Added Migration steps to documentation -- Improved UI/UX in Evaluation view ## v0.8.0 - Revamping evaluation *22nd January 2024* From 16cae6013889cc318941e893e46f931c169d7037 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Wed, 10 Apr 2024 08:59:57 +0100 Subject: [PATCH 40/51] Fix: Allow expanding rows to display full error messages --- .../evaluationScenarios/EvaluationScenarios.tsx | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx index 5a40ef8e92..f109464761 100644 --- a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx +++ b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx @@ -22,8 +22,8 @@ import AgCustomHeader from "@/components/AgCustomHeader/AgCustomHeader" import {useAtom} from "jotai" import {evaluatorsAtom} from "@/lib/atoms/evaluation" import CompareOutputDiff from "@/components/CompareOutputDiff/CompareOutputDiff" +import {useQueryParam} from "@/hooks/useQuery" import {formatCurrency, formatLatency} from "@/lib/helpers/formatters" -import {useLocalStorage} from "usehooks-ts" const useStyles = createUseStyles((theme: JSSTheme) => ({ infoRow: { @@ -56,7 +56,7 @@ const EvaluationScenarios: React.FC = () => { const [evaluators, setEvaluators] = useAtom(evaluatorsAtom) const gridRef = useRef>() const evalaution = scenarios[0]?.evaluation - const [showDiff, setShowDiff] = useLocalStorage("showDiff", "show") + const [showDiff, setShowDiff] = useQueryParam("showDiff", "show") const colDefs = useMemo(() => { const colDefs: ColDef<_EvaluationScenario>[] = [] @@ -96,7 +96,10 @@ const EvaluationScenarios: React.FC = () => { cellRenderer: (params: any) => { const result = params.data?.outputs[index].result if (result && result.type == "error") { - return `${result?.error?.message}\n${result?.error?.stacktrace}` + return LongTextCellRenderer( + params, + `${result?.error?.message}\n${result?.error?.stacktrace}`, + ) } return showDiff === "show" ? LongTextCellRenderer( From 1b459754c54c4132157680bc25bad2d82f20f1f9 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Wed, 10 Apr 2024 09:08:55 +0100 Subject: [PATCH 41/51] synced with main branch --- .../evaluations/evaluationScenarios/EvaluationScenarios.tsx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx index f109464761..e375c46e9d 100644 --- a/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx +++ b/agenta-web/src/components/pages/evaluations/evaluationScenarios/EvaluationScenarios.tsx @@ -22,8 +22,8 @@ import AgCustomHeader from "@/components/AgCustomHeader/AgCustomHeader" import {useAtom} from "jotai" import {evaluatorsAtom} from "@/lib/atoms/evaluation" import CompareOutputDiff from "@/components/CompareOutputDiff/CompareOutputDiff" -import {useQueryParam} from "@/hooks/useQuery" import {formatCurrency, formatLatency} from "@/lib/helpers/formatters" +import {useLocalStorage} from "usehooks-ts" const useStyles = createUseStyles((theme: JSSTheme) => ({ infoRow: { @@ -56,7 +56,7 @@ const EvaluationScenarios: React.FC = () => { const [evaluators, setEvaluators] = useAtom(evaluatorsAtom) const gridRef = useRef>() const evalaution = scenarios[0]?.evaluation - const [showDiff, setShowDiff] = useQueryParam("showDiff", "show") + const [showDiff, setShowDiff] = useLocalStorage("showDiff", "show") const colDefs = useMemo(() => { const colDefs: ColDef<_EvaluationScenario>[] = [] From 50333498d8d9af5641c4d5a167c2979b483c069f Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Wed, 10 Apr 2024 14:53:44 +0100 Subject: [PATCH 42/51] added screenshots and updated docs --- docs/changelog/main.mdx | 36 ++++++++++++------ .../compare_latency_and_cost_dark.png | Bin 0 -> 284386 bytes .../compare_latency_and_cost_light.png | Bin 0 -> 326249 bytes .../improved_error_handling_dark.png | Bin 0 -> 332407 bytes .../improved_error_handling_light.png | Bin 0 -> 365703 bytes .../improved_human_eval_workflow_dark.png | Bin 0 -> 489515 bytes .../improved_human_eval_workflow_light.png | Bin 0 -> 490461 bytes .../changelog/new_json_evaluator_dark.png | Bin 0 -> 467723 bytes .../changelog/new_json_evaluator_light.png | Bin 0 -> 476761 bytes .../changelog/prompt_versioning_dark.png | Bin 0 -> 343136 bytes .../changelog/prompt_versioning_light.png | Bin 0 -> 345802 bytes docs/images/changelog/rbac_dark.png | Bin 0 -> 86193 bytes docs/images/changelog/rbac_light.png | Bin 0 -> 103808 bytes .../toggle_variants_visibility_dark.png | Bin 0 -> 372147 bytes .../toggle_variants_visibility_light.png | Bin 0 -> 372385 bytes 15 files changed, 25 insertions(+), 11 deletions(-) create mode 100644 docs/images/changelog/compare_latency_and_cost_dark.png create mode 100644 docs/images/changelog/compare_latency_and_cost_light.png create mode 100644 docs/images/changelog/improved_error_handling_dark.png create mode 100644 docs/images/changelog/improved_error_handling_light.png create mode 100644 docs/images/changelog/improved_human_eval_workflow_dark.png create mode 100644 docs/images/changelog/improved_human_eval_workflow_light.png create mode 100644 docs/images/changelog/new_json_evaluator_dark.png create mode 100644 docs/images/changelog/new_json_evaluator_light.png create mode 100644 docs/images/changelog/prompt_versioning_dark.png create mode 100644 docs/images/changelog/prompt_versioning_light.png create mode 100644 docs/images/changelog/rbac_dark.png create mode 100644 docs/images/changelog/rbac_light.png create mode 100644 docs/images/changelog/toggle_variants_visibility_dark.png create mode 100644 docs/images/changelog/toggle_variants_visibility_light.png diff --git a/docs/changelog/main.mdx b/docs/changelog/main.mdx index 6e82efdbe1..f5056a40e6 100644 --- a/docs/changelog/main.mdx +++ b/docs/changelog/main.mdx @@ -4,15 +4,19 @@ title: "Changelog" ## v0.12.6 - Compare latency and costs *1st April 2024* + You can now compare the latency and cost of different variants in the evaluation view. -< add screenshot > + + -## v0.12.5 - Minor improvements +## v0.12.5 - Minor improvements *31st March 2024* ** Toggle variants in comparison view ** -You can now toggle the visibility of variants in the comparison view, allowing you to compare a multitude of variants side-by-side at the same time ** -< add screenshot > + +You can now toggle the visibility of variants in the comparison view, allowing you to compare a multitude of variants side-by-side at the same time. + + ** Improvements ** - You can now add a datapoint from the playground to the test set even if there is a column mismatch @@ -64,12 +68,16 @@ We have improved the evaluation comparison view to show the difference to the ex ## v0.12.0 - Deployment Versioning and RBAC *14th February 2024* + ** Deployment versioning ** + You now have access to a history of prompts deployed to our three environments. This feature allows you to roll back to previous versions if needed. ** Role-Based Access Control ** + You can now invite team members and assign them fine-grained roles in agenta. -< add screenshot> + + ** Improvements ** - We now prevent the deletion of test sets that are used in evaluations @@ -92,18 +100,24 @@ You can now invite team members and assign them fine-grained roles in agenta. ## v0.10.0 - Prompt Versioning *31st January 2024* + We've introduced the feature to version prompts, allowing you to track changes made by the team and revert to previous versions. To view the change history of the configuration, click on the sign in the playground to access all previous versions. -< add screenshot> + + ## v0.9.1 - New JSON Evaluator *30th January 2024* + We have added a new evaluator to match JSON fields and added the possiblity to use other columns in the test set other than the `correct_answer` column as the ground truth. -< add screenshot> + + ## v0.9.0 - Improved error handling in evaluation *29th January 2024* -We have improved error handling in evaluation to return more information about the exact source of the error in the evaluation view -< add screenshot (maybe with wrong openai key) > + +We have improved error handling in evaluation to return more information about the exact source of the error in the evaluation view. + + **Improvements**: - Added the option in A/B testing human evaluation to mark both variants as correct @@ -118,8 +132,8 @@ Up until know, we required users to use our OpenAI API key when using cloud. 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- Quickly iterate, debug, and evaluate your LLM apps
- The open-source LLMOps platform for prompt-engineering, evaluation, human feedback, and deployment of complex LLM apps. +

Collaborate on prompts, evaluate, and deploy LLM applications with confidence

+ The open-source LLM developer platform for prompt-engineering, evaluation, human feedback, and deployment of complex LLM apps.

@@ -34,7 +34,6 @@ PyPI - Downloads -

@@ -56,7 +55,7 @@ - + @@ -66,8 +65,8 @@
- - + + Mockup agenta
@@ -79,126 +78,75 @@ ---

- AboutQuick Start • - InstallationFeaturesDocumentationEnterprise • - Community • + Roadmap • + Join Our SlackContributing

--- -# ℹ️ About +# ⭐️ Why Agenta? + +Agenta is an end-to-end LLM developer platform. It provides the tools for **prompt engineering and management**, ⚖️ **evaluation**, **human annotation**, and :rocket: **deployment**. All without imposing any restrictions on your choice of framework, library, or model. + +Agenta allows developers and product teams to collaborate in building production-grade LLM-powered applications in less time. + +### With Agenta, you can: -Agenta is an end-to-end LLMOps platform. It provides the tools for **prompt engineering and management**, ⚖️ **evaluation**, and :rocket: **deployment**. All without imposing any restrictions on your choice of framework, library, or model. +- [🧪 **Experiment** and **compare** prompts](https://docs.agenta.ai/basic_guides/prompt_engineering) on [any LLM workflow](https://docs.agenta.ai/advanced_guides/custom_applications) (chain-of-prompts, Retrieval Augmented Generation (RAG), LLM agents...) +- ✍️ Collect and [**annotate golden test sets**](https://docs.agenta.ai/basic_guides/test_sets) for evaluation +- 📈 [**Evaluate** your application](https://docs.agenta.ai/basic_guides/automatic_evaluation) with pre-existing or [**custom evaluators**](https://docs.agenta.ai/advanced_guides/using_custom_evaluators) +- [🔍 **Annotate** and **A/B test**](https://docs.agenta.aibasic_guides/human_evaluation) your applications with **human feedback** +- [🤝 **Collaborate with product teams**](https://docs.agenta.ai/basic_guides/team_management) for prompt engineering and evaluation +- [🚀 **Deploy your application**](https://docs.agenta.ai/basic_guides/deployment) in one-click in the UI, through CLI, or through github workflows. -Agenta allows developers and product teams to collaborate and build robust AI applications in less time. +### Works with any LLM app workflow -## 🔨 How does it work? +Agenta enables prompt engineering and evaluation on any LLM app architecture: +- Chain of prompts +- RAG +- Agents +- ... -| Using an LLM App Template (For Non-Technical Users) | Starting from Code | -| ------------- | ------------- | -|1. [Create an application using a pre-built template from our UI](https://cloud.agenta.ai?utm_source=github&utm_medium=readme&utm_campaign=github)
2. Access a playground where you can test and compare different prompts and configurations side-by-side.
3. Systematically evaluate your application using pre-built or custom evaluators.
4. Deploy the application to production with one click. |1. [Add a few lines to any LLM application code to automatically create a playground for it](https://docs.agenta.ai/developer_guides/tutorials/first-app-with-langchain)
2. Experiment with prompts and configurations, and compare them side-by-side in the playground.
3. Systematically evaluate your application using pre-built or custom evaluators.
4. Deploy the application to production with one click. | +It works with any framework such as [Langchain](https://langchain.com), [LlamaIndex](https://www.llamaindex.ai/) and any LLM provider (openAI, Cohere, Mistral). -

+[Jump here to see how to use your own custom application with agenta](/advanced_guides/custom_applications) # Quick Start -### [Try the cloud version](https://cloud.agenta.ai?utm_source=github&utm_medium=readme&utm_campaign=github) -### [Create your first application in one-minute](https://docs.agenta.ai/getting_started/getting-started-ui) -### [Create an application using Langchain](https://docs.agenta.ai/developer_guides/tutorials/first-app-with-langchain) +### [Get started for free](https://cloud.agenta.ai?utm_source=github&utm_medium=readme&utm_campaign=github) +### [Explore the Docs](https://docs.agenta.ai) +### [Create your first application in one-minute](https://docs.agenta.ai/quickstart/getting-started-ui) +### [Create an application using Langchain](https://docs.agenta.ai/tutorials/first-app-with-langchain) ### [Self-host agenta](https://docs.agenta.ai/self-host/host-locally) -### [Read the Documentation](https://docs.agenta.ai) ### [Check the Cookbook](https://docs.agenta.ai/cookbook) # Features -

Playground 🪄

- With just a few lines of code, define the parameters and prompts you wish to experiment with. You and your team can quickly experiment and test new variants on the web UI.
- -https://github.com/Agenta-AI/agenta/assets/4510758/8b736d2b-7c61-414c-b534-d95efc69134c - -

Version Evaluation 📊

-Define test sets, then evaluate manually or programmatically your different variants.
- -![](https://github.com/Agenta-AI/agenta/assets/4510758/b1de455d-7e0a-48d6-8497-39ba641600f0) - - -

API Deployment 🚀

-When you are ready, deploy your LLM applications as APIs in one click.
- -![](https://github.com/Agenta-AI/agenta/blob/main/docs/images/endpoint.gif) - -## Why choose Agenta for building LLM-apps? - -- 🔨 **Build quickly**: You need to iterate many times on different architectures and prompts to bring apps to production. We streamline this process and allow you to do this in days instead of weeks. -- 🏗️ **Build robust apps and reduce hallucination**: We provide you with the tools to systematically and easily evaluate your application to make sure you only serve robust apps to production. -- 👨‍💻 **Developer-centric**: We cater to complex LLM-apps and pipelines that require more than one simple prompt. We allow you to experiment and iterate on apps that have complex integration, business logic, and many prompts. -- 🌐 **Solution-Agnostic**: You have the freedom to use any libraries and models, be it Langchain, llma_index, or a custom-written alternative. -- 🔒 **Privacy-First**: We respect your privacy and do not proxy your data through third-party services. The platform and the data are hosted on your infrastructure. - -## How Agenta works: - -**1. Write your LLM-app code** - -Write the code using any framework, library, or model you want. Add the `agenta.post` decorator and put the inputs and parameters in the function call just like in this example: - -_Example simple application that generates baby names:_ - -```python -import agenta as ag -from langchain.chains import LLMChain -from langchain.llms import OpenAI -from langchain.prompts import PromptTemplate - -default_prompt = "Give me five cool names for a baby from {country} with this gender {gender}!!!!" -ag.init() -ag.config(prompt_template=ag.TextParam(default_prompt), - temperature=ag.FloatParam(0.9)) - -@ag.entrypoint -def generate( - country: str, - gender: str, -) -> str: - llm = OpenAI(temperature=ag.config.temperature) - prompt = PromptTemplate( - input_variables=["country", "gender"], - template=ag.config.prompt_template, - ) - chain = LLMChain(llm=llm, prompt=prompt) - output = chain.run(country=country, gender=gender) - - return output -``` - -**2.Deploy your app using the Agenta CLI** - -Screenshot 2023-06-19 at 15 58 34 - -**3. Go to agenta at http://localhost** - -Now your team can 🔄 iterate, 🧪 experiment, and ⚖️ evaluate different versions of your app (with your code!) in the web platform. -
- -Screenshot 2023-06-25 at 21 08 53 +| Playground | Evaluation | +| ------- | ------- | +| Compare and version prompts for any LLM app, from single prompt to agents.

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zE#{X26eK~6)>}DhBs~hBd&eHIRr(!$qC?78(p>sLkTnV}O@F?c Date: Thu, 11 Apr 2024 08:59:14 +0100 Subject: [PATCH 43/51] fixed minor rendering issue --- docs/changelog/main.mdx | 26 ++++++++++++++------------ 1 file changed, 14 insertions(+), 12 deletions(-) diff --git a/docs/changelog/main.mdx b/docs/changelog/main.mdx index f5056a40e6..70c3efdae7 100644 --- a/docs/changelog/main.mdx +++ b/docs/changelog/main.mdx @@ -12,16 +12,16 @@ You can now compare the latency and cost of different variants in the evaluation ## v0.12.5 - Minor improvements *31st March 2024* -** Toggle variants in comparison view ** +**Toggle variants in comparison view** You can now toggle the visibility of variants in the comparison view, allowing you to compare a multitude of variants side-by-side at the same time. -** Improvements ** +**Improvements** - You can now add a datapoint from the playground to the test set even if there is a column mismatch -** Bug fixes ** +**Bug fixes** - Resolved issue with "Start Evaluation" button in Testset view - Fixed bug in CLI causing variant not to serve @@ -30,12 +30,12 @@ You can now toggle the visibility of variants in the comparison view, allowing y We have added some more evaluators, a new string matching and a Levenshtein distance evaluation. -** Improvements ** +**Improvements** - Updated documentation for human evaluation - Made improvements to Human evaluation card view - Added dialog to indicate testset being saved in UI -** Bug fixes ** +**Bug fixes** - Fixed issue with viewing the full output value during evaluation - Enhanced error boundary logic to unblock user interface - Improved logic to save and retrieve multiple LLM provider keys @@ -49,7 +49,7 @@ We have added some more evaluators, a new string matching and a Levenshtein dist - Added an option to save a test set in the Single model evaluation view - Included the evaluator name in the "Configure your evaluator" modal -** Bug fixes ** +**Bug fixes** - Fixed column resize in comparison view - Resolved a bug affecting the evaluation output in the CSV file - Corrected the path to the Evaluators view when navigating from Evaluations @@ -60,7 +60,7 @@ We have added some more evaluators, a new string matching and a Levenshtein dist We have improved the evaluation comparison view to show the difference to the expected output. -** Improvements ** +**Improvements** - Improved the error messages when invoking LLM applications - Improved "Add new evaluation" modal - Upgraded Sidemenu to display Configure evaluator and run evaluator under Evaluations section @@ -69,20 +69,20 @@ We have improved the evaluation comparison view to show the difference to the ex ## v0.12.0 - Deployment Versioning and RBAC *14th February 2024* -** Deployment versioning ** +**Deployment versioning** You now have access to a history of prompts deployed to our three environments. This feature allows you to roll back to previous versions if needed. -** Role-Based Access Control ** +**Role-Based Access Control** You can now invite team members and assign them fine-grained roles in agenta. -** Improvements ** +**Improvements** - We now prevent the deletion of test sets that are used in evaluations -** Bug fixes** +**Bug fixes** - Fixed bug in custom code evaluation aggregation. Up until know the aggregated result for custom code evalution where not computed correctly. - Fixed bug with Evaluation results not being exported correctly @@ -125,12 +125,14 @@ We have improved error handling in evaluation to return more information about t ## v0.8.3 - Bring your own API key *25th January 2024* + Up until know, we required users to use our OpenAI API key when using cloud. Starting now, you can use your own API key for any new application you create. ## v0.8.2 - Improved human evaluation workflow *24th January 2024* -** Faster human evaluation workflow +**Faster human evaluation workflow** + We have updated the human evaluation table view to add annotation and correct answer columns. From 13b513e8bd9a376962447e828f305e6c62b42f83 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Fri, 12 Apr 2024 12:23:42 +0200 Subject: [PATCH 44/51] Create publish-to-test-pypi.yaml --- .github/workflows/publish-to-test-pypi.yaml | 57 +++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 .github/workflows/publish-to-test-pypi.yaml diff --git a/.github/workflows/publish-to-test-pypi.yaml b/.github/workflows/publish-to-test-pypi.yaml new file mode 100644 index 0000000000..eb17eed70c --- /dev/null +++ b/.github/workflows/publish-to-test-pypi.yaml @@ -0,0 +1,57 @@ +name: Publish to TEST PyPI + +on: + workflow_dispatch: + inputs: + branch: + description: 'Branch to publish' + required: true + default: 'main' + +jobs: + deploy: + runs-on: ubuntu-latest + steps: + - name: Check out the repo + uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.branch }} + fetch-depth: 0 + + - name: Set up Python + uses: actions/setup-python@v2 + with: + python-version: 3.9 + + - name: Install poetry + run: | + curl -sSL https://install.python-poetry.org | python3 - + + - name: Navigate to the cli directory + run: cd ${{ github.workspace }}/agenta-cli + + - name: Check for agenta version changes + id: version_check + run: | + # Verify that the pyproject.toml file exists + if [ ! -f pyproject.toml ]; then + echo "pyproject.toml file not found. Exiting..." + exit 1 + fi + + previous_version=$(git describe --abbrev=0 --tags) + current_version=$(poetry version --no-interaction | awk '{print $2}') + if [ "$previous_version" == "$current_version" ]; then + echo "No version change detected. Skipping package publication." + exit 78 + fi + echo "::set-output name=version_bumped::true" + continue-on-error: true + + - name: Build and publish agenta to Test PyPI + if: steps.version_check.outputs.version_bumped == 'true' + run: | + poetry config repositories.testpypi https://test.pypi.org/legacy/ + poetry build + poetry publish --repository testpypi --username __token__ --password ${{ secrets.TEST_PYPI_API_TOKEN }} + continue-on-error: true From 37d4a1c4e2d4cec94ca93317f52ade5237770d60 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Fri, 12 Apr 2024 12:32:52 +0200 Subject: [PATCH 45/51] Update publish-to-test-pypi.yaml --- .github/workflows/publish-to-test-pypi.yaml | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/.github/workflows/publish-to-test-pypi.yaml b/.github/workflows/publish-to-test-pypi.yaml index eb17eed70c..93c035e72e 100644 --- a/.github/workflows/publish-to-test-pypi.yaml +++ b/.github/workflows/publish-to-test-pypi.yaml @@ -27,12 +27,11 @@ jobs: run: | curl -sSL https://install.python-poetry.org | python3 - - - name: Navigate to the cli directory - run: cd ${{ github.workspace }}/agenta-cli - - name: Check for agenta version changes id: version_check run: | + cd ${{ github.workspace }}/agenta-cli + # Verify that the pyproject.toml file exists if [ ! -f pyproject.toml ]; then echo "pyproject.toml file not found. Exiting..." @@ -51,6 +50,11 @@ jobs: - name: Build and publish agenta to Test PyPI if: steps.version_check.outputs.version_bumped == 'true' run: | + # Navigate to the cli directory + cd ${{ github.workspace }} + + # Build and publish agenta-cli + cd agenta-cli poetry config repositories.testpypi https://test.pypi.org/legacy/ poetry build poetry publish --repository testpypi --username __token__ --password ${{ secrets.TEST_PYPI_API_TOKEN }} From 8ecb720d42d04d00ba5cf854efc31aa8ddb96322 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Sat, 13 Apr 2024 11:21:22 +0200 Subject: [PATCH 46/51] added new workflow --- ...test-pypi.yaml => publish-prerelease-to-pypi.yaml} | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) rename .github/workflows/{publish-to-test-pypi.yaml => publish-prerelease-to-pypi.yaml} (80%) diff --git a/.github/workflows/publish-to-test-pypi.yaml b/.github/workflows/publish-prerelease-to-pypi.yaml similarity index 80% rename from .github/workflows/publish-to-test-pypi.yaml rename to .github/workflows/publish-prerelease-to-pypi.yaml index 93c035e72e..c90590d32e 100644 --- a/.github/workflows/publish-to-test-pypi.yaml +++ b/.github/workflows/publish-prerelease-to-pypi.yaml @@ -1,4 +1,4 @@ -name: Publish to TEST PyPI +name: Publish a PRE-RELEASE PyPI on: workflow_dispatch: @@ -44,10 +44,14 @@ jobs: echo "No version change detected. Skipping package publication." exit 78 fi + if [[ "$current_version" != *a* ]] && [[ "$current_version" != *b* ]]; then + echo "Current version is not an alpha or beta release. Skipping package publication." + exit 78 + fi echo "::set-output name=version_bumped::true" continue-on-error: true - - name: Build and publish agenta to Test PyPI + - name: Build and publish agenta to PyPI if: steps.version_check.outputs.version_bumped == 'true' run: | # Navigate to the cli directory @@ -55,7 +59,6 @@ jobs: # Build and publish agenta-cli cd agenta-cli - poetry config repositories.testpypi https://test.pypi.org/legacy/ poetry build - poetry publish --repository testpypi --username __token__ --password ${{ secrets.TEST_PYPI_API_TOKEN }} + # poetry publish --username __token__ --password ${{ secrets.TEST_PYPI_API_TOKEN }} continue-on-error: true From 5d4e97895c2bc3121340e93e255181081ec22f04 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Sat, 13 Apr 2024 11:39:24 +0200 Subject: [PATCH 47/51] Removed comment in workflow (minor) --- .github/workflows/publish-prerelease-to-pypi.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/publish-prerelease-to-pypi.yaml b/.github/workflows/publish-prerelease-to-pypi.yaml index c90590d32e..04f62b6ac3 100644 --- a/.github/workflows/publish-prerelease-to-pypi.yaml +++ b/.github/workflows/publish-prerelease-to-pypi.yaml @@ -60,5 +60,5 @@ jobs: # Build and publish agenta-cli cd agenta-cli poetry build - # poetry publish --username __token__ --password ${{ secrets.TEST_PYPI_API_TOKEN }} + poetry publish --username __token__ --password ${{ secrets.PYPI_API_TOKEN }} continue-on-error: true From 731aff5912c4015f6d7cd4fa896e43cecfee7591 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Sat, 13 Apr 2024 11:54:36 +0200 Subject: [PATCH 48/51] Update README.md in CLI --- agenta-cli/README.md | 140 ++++++++++++++----------------------------- 1 file changed, 45 insertions(+), 95 deletions(-) diff --git a/agenta-cli/README.md b/agenta-cli/README.md index d667b815cc..c90f237a3d 100644 --- a/agenta-cli/README.md +++ b/agenta-cli/README.md @@ -2,8 +2,8 @@
    - - + + Shows the logo of agenta
    @@ -14,8 +14,8 @@
    Documentation
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