From 8c7517246447fed7a52f102fa8ad8511d360415a Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 17 Nov 2023 19:21:57 +0100 Subject: [PATCH 01/99] add libs --- agenta-backend/poetry.lock | 498 ++++++++++++++++++---------------- agenta-backend/pyproject.toml | 5 +- 2 files changed, 261 insertions(+), 242 deletions(-) diff --git a/agenta-backend/poetry.lock b/agenta-backend/poetry.lock index 3b392c3054..bbf1e18f8b 100644 --- a/agenta-backend/poetry.lock +++ b/agenta-backend/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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false python-versions = ">=3.7" files = [ @@ -882,15 +885,14 @@ sniffio = "*" [package.extras] brotli = ["brotli", "brotlicffi"] -cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"] +cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] -socks = ["socksio (>=1.0.0,<2.0.0)"] +socks = ["socksio (==1.*)"] [[package]] name = "idna" version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -902,7 +904,6 @@ files = [ name = "iniconfig" version = "2.0.0" description = "brain-dead simple config-ini parsing" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -914,7 +915,6 @@ files = [ name = "jmespath" version = "1.0.1" description = "JSON Matching Expressions" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -922,11 +922,36 @@ files = [ {file = "jmespath-1.0.1.tar.gz", hash = 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false python-versions = ">=3.8.1,<4.0" files = [ @@ -966,7 +991,6 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"] name = "langsmith" version = "0.0.47" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." -category = "main" optional = false python-versions = ">=3.8.1,<4.0" files = [ @@ -982,7 +1006,6 @@ requests = ">=2,<3" name = "marshmallow" version = "3.20.1" description = "A lightweight library for converting complex datatypes to and from native Python datatypes." -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1003,7 +1026,6 @@ tests = ["pytest", "pytz", "simplejson"] name = "marshmallow-enum" version = "1.5.1" description = "Enum field for Marshmallow" -category = "main" optional = false python-versions = "*" files = [ @@ -1018,7 +1040,6 @@ marshmallow = ">=2.0.0" name = "motor" version = "3.1.2" description = "Non-blocking MongoDB driver for Tornado or asyncio" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1042,7 +1063,6 @@ zstd = ["pymongo[zstd] (>=4.1,<5)"] name = "multidict" version = "6.0.4" description = "multidict implementation" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1126,7 +1146,6 @@ files = [ name = "mypy-extensions" version = "1.0.0" description = "Type system extensions for programs checked with the mypy type checker." -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -1138,7 +1157,6 @@ files = [ name = "numexpr" version = "2.8.7" description = "Fast numerical expression evaluator for NumPy" -category = "main" optional = false python-versions = ">=3.9" files = [ @@ -1180,7 +1198,6 @@ numpy = ">=1.13.3" name = "numpy" version = "1.25.2" description = "Fundamental package for array computing in Python" -category = "main" optional = false python-versions = ">=3.9" files = [ @@ -1211,11 +1228,26 @@ files = [ {file = "numpy-1.25.2.tar.gz", hash = "sha256:fd608e19c8d7c55021dffd43bfe5492fab8cc105cc8986f813f8c3c048b38760"}, ] +[[package]] +name = "oauthlib" +version = "3.2.2" +description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" +optional = false +python-versions = ">=3.6" +files = [ + {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"}, + {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"}, +] + +[package.extras] +rsa = ["cryptography (>=3.0.0)"] +signals = ["blinker (>=1.4.0)"] +signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] + [[package]] name = "odmantic" version = "0.9.2" description = "ODMantic, an AsyncIO MongoDB Object Document Mapper for Python using type hints " -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1239,7 +1271,6 @@ test = ["async-asgi-testclient (>=1.4.4,<1.5.0)", "asyncmock (>=0.4.2,<0.5.0)", name = "openai" version = "0.27.10" description = "Python client library for the OpenAI API" -category = "main" optional = false python-versions = ">=3.7.1" files = [ @@ -1254,7 +1285,7 @@ tqdm = "*" [package.extras] datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"] -dev = ["black (>=21.6b0,<22.0)", "pytest (>=6.0.0,<7.0.0)", "pytest-asyncio", "pytest-mock"] +dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"] embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"] wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"] @@ -1262,7 +1293,6 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1 name = "openapi-schema-pydantic" version = "1.2.4" description = "OpenAPI (v3) specification schema as pydantic class" -category = "main" optional = false python-versions = ">=3.6.1" files = [ @@ -1277,7 +1307,6 @@ pydantic = ">=1.8.2" name = "packaging" version = "23.2" description = "Core utilities for Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1289,7 +1318,6 @@ files = [ name = "phonenumbers" version = "8.12.48" description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers." -category = "main" optional = false python-versions = "*" files = [ @@ -1301,7 +1329,6 @@ files = [ name = "pkce" version = "1.0.3" description = "PKCE Pyhton generator." -category = "main" optional = false python-versions = ">=3" files = [ @@ -1313,7 +1340,6 @@ files = [ name = "pluggy" version = "1.3.0" description = "plugin and hook calling mechanisms for python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1325,11 +1351,35 @@ files = [ dev = ["pre-commit", "tox"] testing = ["pytest", "pytest-benchmark"] +[[package]] +name = "pyasn1" +version = "0.5.0" +description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +files = [ + {file = "pyasn1-0.5.0-py2.py3-none-any.whl", hash = "sha256:87a2121042a1ac9358cabcaf1d07680ff97ee6404333bacca15f76aa8ad01a57"}, + {file = "pyasn1-0.5.0.tar.gz", hash = "sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde"}, +] + +[[package]] +name = "pyasn1-modules" +version = "0.3.0" +description = "A collection of ASN.1-based protocols modules" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +files = [ + {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"}, + {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"}, +] + +[package.dependencies] +pyasn1 = ">=0.4.6,<0.6.0" + [[package]] name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -1341,7 +1391,6 @@ files = [ name = "pycryptodome" version = "3.10.4" description = "Cryptographic library for Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -1381,7 +1430,6 @@ files = [ name = "pydantic" version = "1.10.13" description = "Data validation and settings management using python type hints" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1434,7 +1482,6 @@ email = ["email-validator (>=1.0.3)"] name = "pyjwt" version = "2.8.0" description = "JSON Web Token implementation in Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1455,7 +1502,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] name = "pymongo" version = "4.5.0" description = "Python driver for MongoDB " -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1557,7 +1603,6 @@ zstd = ["zstandard"] name = "pytest" version = "7.4.2" description = "pytest: simple powerful testing with Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1580,7 +1625,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no name = "pytest-asyncio" version = "0.21.1" description = "Pytest support for asyncio" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1599,7 +1643,6 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy name = "pytest-mock" version = "3.12.0" description = "Thin-wrapper around the mock package for easier use with pytest" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -1617,7 +1660,6 @@ dev = ["pre-commit", "pytest-asyncio", "tox"] name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -1632,7 +1674,6 @@ six = ">=1.5" name = "python-http-client" version = "3.3.7" description = "HTTP REST client, simplified for Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -1644,7 +1685,6 @@ files = [ name = "python-multipart" version = "0.0.6" description = "A streaming multipart parser for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1659,7 +1699,6 @@ dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatc name = "pytz" version = "2023.3.post1" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -1671,7 +1710,6 @@ files = [ name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "main" optional = false python-versions = "*" files = [ @@ -1695,7 +1733,6 @@ files = [ name = "pyyaml" version = "6.0.1" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1745,7 +1782,6 @@ files = [ name = "redis" version = "4.6.0" description = "Python client for Redis database and key-value store" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1764,7 +1800,6 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)" name = "requests" version = "2.31.0" description = "Python HTTP for Humans." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1786,7 +1821,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] name = "requests-file" version = "1.5.1" description = "File transport adapter for Requests" -category = "main" optional = false python-versions = "*" files = [ @@ -1798,11 +1832,28 @@ files = [ requests = ">=1.0.0" six = "*" +[[package]] +name = "requests-oauthlib" +version = "1.3.1" +description = "OAuthlib authentication support for Requests." +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +files = [ + {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"}, + {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"}, +] + +[package.dependencies] +oauthlib = ">=3.0.0" +requests = ">=2.0.0" + +[package.extras] +rsa = ["oauthlib[signedtoken] (>=3.0.0)"] + [[package]] name = "restrictedpython" version = "6.2" description = "RestrictedPython is a defined subset of the Python language which allows to provide a program input into a trusted environment." -category = "main" optional = false 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dec889d62c..c030fca448 100644 --- a/agenta-backend/pyproject.toml +++ b/agenta-backend/pyproject.toml @@ -8,7 +8,7 @@ packages = [{include = "agenta_backend"}] [tool.poetry.dependencies] python = "^3.9" -fastapi = "^0.95.1" +fastapi = "^0.104.1" pydantic = "^1.10.7" docker = "^6.1.1" toml = "^0.10.2" @@ -22,7 +22,7 @@ aiodocker = "^0.21.0" openai = "^0.27.8" langchain = "^0.0.256" odmantic = "^0.9.2" -supertokens-python = "^0.15.1" +supertokens-python = "^0.17.0" sendgrid = "^6.10.0" restrictedpython = { version = "^6.2", python = ">=3.9,<3.12" } pytest-mock = "^3.11.1" @@ -30,6 +30,7 @@ boto3 = "^1.28.63" asyncer = "^0.0.2" anyio = "==3.7.1" sentry-sdk = {extras = ["fastapi"], version = "^1.34.0"} +kubernetes = "^28.1.0" [tool.poetry.group.dev.dependencies] pytest = "^7.3.1" From e95cce2c54e60f66adade6f658c78269a6986324 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 08:55:05 +0100 Subject: [PATCH 02/99] add __init to commons --- agenta-backend/agenta_backend/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/__init__.py b/agenta-backend/agenta_backend/__init__.py index 1f17607a17..52d3afcae9 100644 --- a/agenta-backend/agenta_backend/__init__.py +++ b/agenta-backend/agenta_backend/__init__.py @@ -1,4 +1,4 @@ import os if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - import agenta_backend.cloud.__init__ + import agenta_backend.commons.__init__ From 8df4eff8aafe93e22fa8f6ed6f0fa7bf5453704d Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 08:56:26 +0100 Subject: [PATCH 03/99] revert libs versions --- agenta-backend/pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-backend/pyproject.toml b/agenta-backend/pyproject.toml index c030fca448..c452e48ad1 100644 --- a/agenta-backend/pyproject.toml +++ b/agenta-backend/pyproject.toml @@ -8,7 +8,7 @@ packages = [{include = "agenta_backend"}] 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agenta-backend/agenta_backend/routers/container_router.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/routers/container_router.py b/agenta-backend/agenta_backend/routers/container_router.py index d789aafc42..e8a5261542 100644 --- a/agenta-backend/agenta_backend/routers/container_router.py +++ b/agenta-backend/agenta_backend/routers/container_router.py @@ -11,7 +11,7 @@ from fastapi.responses import JSONResponse if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: From 1ac464183f0546fa41b81ea0006a4d11c227e8a6 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 10:21:58 +0100 Subject: [PATCH 06/99] move cloud selectors to commons --- agenta-backend/agenta_backend/routers/app_router.py | 2 +- agenta-backend/agenta_backend/routers/bases_router.py | 2 +- agenta-backend/agenta_backend/routers/configs_router.py | 2 +- agenta-backend/agenta_backend/routers/environment_router.py | 2 +- agenta-backend/agenta_backend/routers/evaluation_router.py | 2 +- agenta-backend/agenta_backend/routers/observability_router.py | 2 +- agenta-backend/agenta_backend/routers/organization_router.py | 2 +- agenta-backend/agenta_backend/routers/testset_router.py | 2 +- agenta-backend/agenta_backend/routers/user_profile.py | 2 +- agenta-backend/agenta_backend/routers/variants_router.py | 2 +- 10 files changed, 10 insertions(+), 10 deletions(-) diff --git a/agenta-backend/agenta_backend/routers/app_router.py b/agenta-backend/agenta_backend/routers/app_router.py index 0ff57c034b..fcada15d68 100644 --- a/agenta-backend/agenta_backend/routers/app_router.py +++ b/agenta-backend/agenta_backend/routers/app_router.py @@ -27,7 +27,7 @@ from agenta_backend.models import converters if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/bases_router.py b/agenta-backend/agenta_backend/routers/bases_router.py index bda4d348fb..b9a57767c3 100644 --- a/agenta-backend/agenta_backend/routers/bases_router.py +++ b/agenta-backend/agenta_backend/routers/bases_router.py @@ -7,7 +7,7 @@ from agenta_backend.models import converters if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/configs_router.py b/agenta-backend/agenta_backend/routers/configs_router.py index d0a09ac5e5..719a62f175 100644 --- a/agenta-backend/agenta_backend/routers/configs_router.py +++ b/agenta-backend/agenta_backend/routers/configs_router.py @@ -13,7 +13,7 @@ ) if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/environment_router.py b/agenta-backend/agenta_backend/routers/environment_router.py index 3c68ec6349..b843c39f22 100644 --- a/agenta-backend/agenta_backend/routers/environment_router.py +++ b/agenta-backend/agenta_backend/routers/environment_router.py @@ -11,7 +11,7 @@ ) if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/evaluation_router.py b/agenta-backend/agenta_backend/routers/evaluation_router.py index 3561ca15df..3e2c5cc40b 100644 --- a/agenta-backend/agenta_backend/routers/evaluation_router.py +++ b/agenta-backend/agenta_backend/routers/evaluation_router.py @@ -45,7 +45,7 @@ from agenta_backend.services import results_service if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( # noqa pylint: disable-all + from agenta_backend.cloud.commons.selectors import ( # noqa pylint: disable-all get_user_and_org_id, ) else: diff --git a/agenta-backend/agenta_backend/routers/observability_router.py b/agenta-backend/agenta_backend/routers/observability_router.py index 1896005492..131c579f44 100644 --- a/agenta-backend/agenta_backend/routers/observability_router.py +++ b/agenta-backend/agenta_backend/routers/observability_router.py @@ -27,7 +27,7 @@ ) if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/organization_router.py b/agenta-backend/agenta_backend/routers/organization_router.py index c78f9606b6..077fed1fb7 100644 --- a/agenta-backend/agenta_backend/routers/organization_router.py +++ b/agenta-backend/agenta_backend/routers/organization_router.py @@ -13,7 +13,7 @@ from agenta_backend.services import db_manager if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/testset_router.py b/agenta-backend/agenta_backend/routers/testset_router.py index 4138fbc76c..8b06894291 100644 --- a/agenta-backend/agenta_backend/routers/testset_router.py +++ b/agenta-backend/agenta_backend/routers/testset_router.py @@ -27,7 +27,7 @@ if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/user_profile.py b/agenta-backend/agenta_backend/routers/user_profile.py index 9af12d6226..5f4cf57fea 100644 --- a/agenta-backend/agenta_backend/routers/user_profile.py +++ b/agenta-backend/agenta_backend/routers/user_profile.py @@ -7,7 +7,7 @@ router = APIRouter() if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: diff --git a/agenta-backend/agenta_backend/routers/variants_router.py b/agenta-backend/agenta_backend/routers/variants_router.py index 503a8ce541..776ad7ee33 100644 --- a/agenta-backend/agenta_backend/routers/variants_router.py +++ b/agenta-backend/agenta_backend/routers/variants_router.py @@ -25,7 +25,7 @@ ) if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services.selectors import ( + from agenta_backend.commons.services.selectors import ( get_user_and_org_id, ) # noqa pylint: disable-all else: From 49f5917b598853b14c9759a03647bab3a882c939 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 10:33:42 +0100 Subject: [PATCH 07/99] fix typo --- agenta-backend/agenta_backend/routers/evaluation_router.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/routers/evaluation_router.py b/agenta-backend/agenta_backend/routers/evaluation_router.py index 3e2c5cc40b..163d4e3d5d 100644 --- a/agenta-backend/agenta_backend/routers/evaluation_router.py +++ b/agenta-backend/agenta_backend/routers/evaluation_router.py @@ -45,7 +45,7 @@ from agenta_backend.services import results_service if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.commons.selectors import ( # noqa pylint: disable-all + from agenta_backend.commons.selectors import ( # noqa pylint: disable-all get_user_and_org_id, ) else: From d05d73590926bf2388e64b1aa1000b57d9cd1c7b Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 10:46:59 +0100 Subject: [PATCH 08/99] fix typo --- agenta-backend/agenta_backend/routers/evaluation_router.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/routers/evaluation_router.py b/agenta-backend/agenta_backend/routers/evaluation_router.py index 163d4e3d5d..518d64297a 100644 --- a/agenta-backend/agenta_backend/routers/evaluation_router.py +++ b/agenta-backend/agenta_backend/routers/evaluation_router.py @@ -45,7 +45,7 @@ from agenta_backend.services import results_service if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.commons.selectors import ( # noqa pylint: disable-all + from agenta_backend.commons.services.selectors import ( # noqa pylint: disable-all get_user_and_org_id, ) else: From f69ff7abe5c2411e0c0027c47bc940597cd62f7b Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 19 Nov 2023 11:53:33 +0100 Subject: [PATCH 09/99] move api_key_service to commons --- agenta-backend/agenta_backend/services/app_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index 57a5b2ce95..5ecef84551 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -29,7 +29,7 @@ from agenta_backend.services import deployment_manage if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services import ( + from agenta_backend.commons.services import ( api_key_service, ) # noqa pylint: disable-all From 22d3315938b5531cdd016798ad3d5f4d88d45d5c Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 28 Nov 2023 00:20:38 +0100 Subject: [PATCH 10/99] feat: Add side-by-side view mode in playground --- .../src/components/Playground/Playground.tsx | 160 +++++++++++++----- 1 file changed, 122 insertions(+), 38 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index 37be558f68..b4819a4426 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -1,10 +1,10 @@ import React, {useState, useEffect, useRef, useCallback} from "react" -import {Tabs, message} from "antd" +import {Button, Tabs, message} from "antd" import ViewNavigation from "./ViewNavigation" import NewVariantModal from "./NewVariantModal" import {fetchEnvironments, fetchVariants} from "@/lib/services/api" import {Variant, PlaygroundTabsItem, Environment} from "@/lib/Types" -import {SyncOutlined} from "@ant-design/icons" +import {AppstoreOutlined, SyncOutlined} from "@ant-design/icons" import {useRouter} from "next/router" import {useQueryParam} from "@/hooks/useQuery" import AlertPopup from "../AlertPopup/AlertPopup" @@ -14,6 +14,7 @@ import type {DragEndEvent} from "@dnd-kit/core" import {DndContext, PointerSensor, useSensor} from "@dnd-kit/core" import {arrayMove, SortableContext, horizontalListSortingStrategy} from "@dnd-kit/sortable" import DraggableTabNode from "../DraggableTabNode/DraggableTabNode" +import {useLocalStorage} from "usehooks-ts" const Playground: React.FC = () => { const router = useRouter() @@ -29,6 +30,7 @@ const Playground: React.FC = () => { const [unsavedVariants, setUnsavedVariants] = useState<{[name: string]: boolean}>({}) const variantHelpers = useRef<{[name: string]: {save: Function; delete: Function}}>({}) const sensor = useSensor(PointerSensor, {activationConstraint: {distance: 50}}) // Initializes a PointerSensor with a specified activation distance. + const [compareMode, setCompareMode] = useLocalStorage("compareMode", false) const addTab = () => { // Find the template variant @@ -253,47 +255,129 @@ const Playground: React.FC = () => { {contextHolder} -
-
- +
+ +
- { - if (action === "add") { - setIsModalOpen(true) - } else if (action === "remove") { - deleteVariant() - } - }} - items={tabItems} - renderTabBar={(tabBarProps, DefaultTabBar) => ( - - i.key)} - strategy={horizontalListSortingStrategy} - > - - {(node) => ( - - {node} - - )} - - - - )} - /> + {compareMode ? ( +
+ {variants.map((variant) => ( + { + if (action === "add") { + setIsModalOpen(true) + } else if (action === "remove") { + deleteVariant() + } + }} + items={[ + { + key: variant.variantName, + label: `Variant ${variant.variantName}`, + children: ( + + setUnsavedVariants((prev) => ({ + ...prev, + [variant.variantName]: isDirty, + })) + } + getHelpers={(helpers) => + (variantHelpers.current[ + variant.variantName + ] = helpers) + } + /> + ), + closable: !variant.persistent, + }, + ]} + renderTabBar={(tabBarProps, DefaultTabBar) => ( + + i.key)} + strategy={horizontalListSortingStrategy} + > + + {(node) => ( + + {node} + + )} + + + + )} + /> + ))} +
+ ) : ( + { + if (action === "add") { + setIsModalOpen(true) + } else if (action === "remove") { + deleteVariant() + } + }} + items={tabItems} + renderTabBar={(tabBarProps, DefaultTabBar) => ( + + i.key)} + strategy={horizontalListSortingStrategy} + > + + {(node) => ( + + {node} + + )} + + + + )} + /> + )}
From dd6a183cff43d854e4cdb7aeb42dfed4165bb639 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 28 Nov 2023 10:38:03 +0100 Subject: [PATCH 11/99] feat: add new app btn --- .../src/components/Playground/Playground.tsx | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index b4819a4426..7ed95b8aae 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -265,6 +265,15 @@ const Playground: React.FC = () => { margin: "10px 0", }} > + {compareMode && ( + + )} - )} - - -
- {compareMode ? ( -
- {variants.map((variant) => ( - - setUnsavedVariants((prev) => ({ - ...prev, - [variant.variantName]: isDirty, - })) - } - getHelpers={(helpers) => - (variantHelpers.current[ - variant.variantName - ] = helpers) - } - /> - ), - closable: !variant.persistent, - }, - ]} - renderTabBar={(tabBarProps, DefaultTabBar) => ( - - i.key)} - strategy={horizontalListSortingStrategy} - > - - {(node) => ( - - {node} - - )} - - - - )} - /> - ))} -
- ) : ( - { - if (action === "add") { - setIsModalOpen(true) - } else if (action === "remove") { - deleteVariant() - } - }} - items={tabItems} - renderTabBar={(tabBarProps, DefaultTabBar) => ( - - i.key)} - strategy={horizontalListSortingStrategy} - > - - {(node) => ( - - {node} - - )} - - - - )} - /> - )} + /> - + { + if (action === "add") { + setIsModalOpen(true) + } else if (action === "remove") { + deleteVariant() + } + }} + items={tabItems} + /> + Date: Wed, 29 Nov 2023 13:26:34 +0100 Subject: [PATCH 31/99] conflict fix --- .../src/components/Playground/Playground.tsx | 146 +++++++++++++++--- 1 file changed, 124 insertions(+), 22 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index ec8558ea3b..0322a549b7 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -1,10 +1,10 @@ -import React, {useState, useEffect, useRef, useCallback} from "react" -import {Tabs, message} from "antd" +import React, {useState, useEffect, useRef} from "react" +import {Button, Tabs, message} from "antd" import ViewNavigation from "./ViewNavigation" import NewVariantModal from "./NewVariantModal" import {fetchEnvironments, fetchVariants} from "@/lib/services/api" import {Variant, PlaygroundTabsItem, Environment} from "@/lib/Types" -import {SyncOutlined} from "@ant-design/icons" +import {AppstoreOutlined, SyncOutlined} from "@ant-design/icons" import {useRouter} from "next/router" import {useQueryParam} from "@/hooks/useQuery" import AlertPopup from "../AlertPopup/AlertPopup" @@ -13,6 +13,7 @@ import type {DragEndEvent} from "@dnd-kit/core" import {DndContext, PointerSensor, useSensor} from "@dnd-kit/core" import {arrayMove, SortableContext, horizontalListSortingStrategy} from "@dnd-kit/sortable" import DraggableTabNode from "../DraggableTabNode/DraggableTabNode" +import {useLocalStorage} from "usehooks-ts" const Playground: React.FC = () => { const router = useRouter() @@ -28,6 +29,7 @@ const Playground: React.FC = () => { const [unsavedVariants, setUnsavedVariants] = useState<{[name: string]: boolean}>({}) const variantHelpers = useRef<{[name: string]: {save: Function; delete: Function}}>({}) const sensor = useSensor(PointerSensor, {activationConstraint: {distance: 50}}) // Initializes a PointerSensor with a specified activation distance. + const [compareMode, setCompareMode] = useLocalStorage("compareMode", false) const addTab = () => { // Find the template variant @@ -251,30 +253,130 @@ const Playground: React.FC = () => {
{contextHolder} -
-
- +
+ {compareMode && ( + + )} + +
- { - if (action === "add") { - setIsModalOpen(true) - } else if (action === "remove") { - deleteVariant() - } - }} - items={tabItems} - /> + {compareMode ? ( +
+ {variants.map((variant) => ( + + setUnsavedVariants((prev) => ({ + ...prev, + [variant.variantName]: isDirty, + })) + } + getHelpers={(helpers) => + (variantHelpers.current[variant.variantName] = + helpers) + } + /> + ), + closable: !variant.persistent, + }, + ]} + renderTabBar={(tabBarProps, DefaultTabBar) => ( + + i.key)} + strategy={horizontalListSortingStrategy} + > + + {(node) => ( + + {node} + + )} + + + + )} + /> + ))} +
+ ) : ( + { + if (action === "add") { + setIsModalOpen(true) + } else if (action === "remove") { + deleteVariant() + } + }} + items={tabItems} + renderTabBar={(tabBarProps, DefaultTabBar) => ( + + i.key)} + strategy={horizontalListSortingStrategy} + > + + {(node) => ( + + {node} + + )} + + + + )} + /> + )}
Date: Wed, 29 Nov 2023 15:19:43 +0100 Subject: [PATCH 32/99] Update - make tiny adjustments --- examples/startup_technical_ideas/app.py | 13 +++---------- 1 file changed, 3 insertions(+), 10 deletions(-) diff --git a/examples/startup_technical_ideas/app.py b/examples/startup_technical_ideas/app.py index 2a718a1650..840572af45 100644 --- a/examples/startup_technical_ideas/app.py +++ b/examples/startup_technical_ideas/app.py @@ -18,22 +18,15 @@ temperature=FloatParam(0.2), model=MultipleChoiceParam("gpt-3.5-turbo", CHAT_LLM_GPT), max_tokens=ag.IntParam(-1, -1, 4000), + prompt_system=ag.TextParam(SYSTEM_PROMPT), ) @ag.entrypoint def chat( - inputs: MessagesInput = MessagesInput( - [{"role": "system", "content": SYSTEM_PROMPT}] - ), + messages: MessagesInput = MessagesInput(), ) -> str: - messages = [ - { - "role": message["role"], - "content": message["content"], - } - for message in inputs - ] + messages = [{"role": "system", "content": ag.config.system_prompt}] + messages max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None chat_completion = client.chat.completions.create( model=ag.config.model, From 30730ae0b73488d3eb4efccb937575c0dc2e4f64 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Wed, 29 Nov 2023 16:02:16 +0100 Subject: [PATCH 33/99] add ee in remove repo --- agenta-backend/agenta_backend/services/app_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index 5ea38958f7..3d5e338b6d 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -208,7 +208,7 @@ async def terminate_and_remove_app_variant( # If image deletable is True, remove docker image and image db if image.deletable: try: - if os.environ["FEATURE_FLAG"] == "cloud": + if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: await deployment_manager.remove_repository(image.tags) else: await deployment_manager.remove_image(image) From f620979924952244a2b421c96b096b5fa6f81dea Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Wed, 29 Nov 2023 17:26:34 +0100 Subject: [PATCH 34/99] feat: modifies playground header styles --- .../components/Playground/Views/ParametersView.tsx | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersView.tsx b/agenta-web/src/components/Playground/Views/ParametersView.tsx index c9ff25f1b4..20289eba2e 100644 --- a/agenta-web/src/components/Playground/Views/ParametersView.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersView.tsx @@ -6,6 +6,7 @@ import {createUseStyles} from "react-jss" import {ModelParameters, ObjectParameters, StringParameters} from "./ParametersCards" import PublishVariantModal from "./PublishVariantModal" import {removeVariant} from "@/lib/services/api" +import { CloudUploadOutlined, DeleteOutlined, SaveOutlined } from "@ant-design/icons" interface Props { variant: Variant @@ -35,15 +36,14 @@ const useStyles = createUseStyles({ row: { marginTop: 16, marginBottom: 8, + display: "flex", + alignItems: "center", + justifyContent: "space-between", }, h2: { padding: "0px", margin: "0px", }, - col: { - textAlign: "right", - paddingRight: "25px", - }, collapse: { padding: 0, width: "100%", @@ -128,10 +128,10 @@ const ParametersView: React.FC = ({ label: (
- +

1. Modify Parameters

- + {isVariantExisting && ( - )} - - - + {compareMode ? null : "Save changes"} + + + + + + From 99489a00d914bd18156f9e4793ce31f3160fb3e2 Mon Sep 17 00:00:00 2001 From: Abram Date: Wed, 29 Nov 2023 13:39:13 +0100 Subject: [PATCH 38/99] Feat - created vision_gpt_explain_image llm application --- examples/vision_gpt_explain_image/app.py | 56 +++++++++++++++++++ .../vision_gpt_explain_image/requirements.txt | 2 + 2 files changed, 58 insertions(+) create mode 100644 examples/vision_gpt_explain_image/app.py create mode 100644 examples/vision_gpt_explain_image/requirements.txt diff --git a/examples/vision_gpt_explain_image/app.py b/examples/vision_gpt_explain_image/app.py new file mode 100644 index 0000000000..1362087a4b --- /dev/null +++ b/examples/vision_gpt_explain_image/app.py @@ -0,0 +1,56 @@ +import agenta as ag +from openai import OpenAI +from typing import List, Dict + + +client = OpenAI() + +ag.init(app_name="explain_image", base_name="app") +ag.config.default( + model=ag.MultipleChoiceParam("gpt-4-vision-preview", []), + max_tokens=ag.IntParam(300, -1, 4000), +) + + +def replace_image_url( + messages: List[Dict[str, str]], image_one: str, image_two: str +) -> Dict[str, str]: + new_message = {} + for message in messages: + for key, value in message.items(): + if key == "content": + new_content = [] + for content in value: + if content["type"] == "image_url": + content["image_url"] = ( + image_two + if content["image_url"] == image_one + else image_one + ) + new_content.append(content) + new_message[key] = new_content + else: + new_message[key] = value + return new_message + + +@ag.entrypoint +def explain( + image_one: ag.FileInputURL, + image_two: ag.FileInputURL, + inputs: ag.DictInput = ag.DictInput(default_keys=["role"]), + messages: ag.MessagesInput = ag.MessagesInput( + [ + {"type": "text", "text": "What are in these image?"}, + ] + ), +) -> str: + messages = [inputs] + [{"content": messages}] + new_messages = replace_image_url(messages, image_one, image_two) + max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None + chat_completion = client.chat.completions.create( + model=ag.config.model, + messages=[new_messages], + max_tokens=max_tokens, + ) + return chat_completion.choices[0].message.content diff --git a/examples/vision_gpt_explain_image/requirements.txt b/examples/vision_gpt_explain_image/requirements.txt new file mode 100644 index 0000000000..310f162cec --- /dev/null +++ b/examples/vision_gpt_explain_image/requirements.txt @@ -0,0 +1,2 @@ +agenta +openai \ No newline at end of file From b50829488c66adb2f27b6defda1d851fabf7d9f8 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:20:25 +0100 Subject: [PATCH 39/99] Update - remove condition that raises value error in MessagesInput SDK type --- agenta-cli/agenta/sdk/types.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 38da0b018c..080eb9d8fd 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -116,11 +116,8 @@ class MessagesInput(list): """ def __new__(cls, messages: List[Dict[str, str]] = None): - if not messages: - raise ValueError("Missing required parameter in MessagesInput") - instance = super().__new__(cls, messages) - instance.messages = messages + instance.default = messages return instance @classmethod From d5d969e2ea50874556fd710a38da9bc6712977e9 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:21:59 +0100 Subject: [PATCH 40/99] Update - read from two properties to detect chat variant from openapi schema --- agenta-web/src/lib/helpers/openapi_parser.ts | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 1de48c0afb..0ce9817256 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -22,7 +22,8 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) return ( - schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" + schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" || + schema.components.schemas[bodySchemaName].properties?.messages?.["x-parameter"] === "messages" ) } From c285a6e4ceea4e6baf17bec2b7b03c6dcd53242a Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:25:15 +0100 Subject: [PATCH 41/99] Update - resolve attribute error when reading 'system_prompt' from config instead of 'prompt_system' --- examples/startup_technical_ideas/app.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/examples/startup_technical_ideas/app.py b/examples/startup_technical_ideas/app.py index 57e2ae4461..8838e51852 100644 --- a/examples/startup_technical_ideas/app.py +++ b/examples/startup_technical_ideas/app.py @@ -23,10 +23,8 @@ @ag.entrypoint -def chat( - messages: MessagesInput = MessagesInput([{"role": "string", "content": "string"}]) -) -> str: - messages = [{"role": "system", "content": ag.config.system_prompt}] + messages +def chat(messages: MessagesInput = MessagesInput()) -> str: + messages = [{"role": "system", "content": ag.config.prompt_system}] + messages max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None chat_completion = client.chat.completions.create( model=ag.config.model, From 19bf37bbc883bc23f5684e341ca099cc1503ff95 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:31:31 +0100 Subject: [PATCH 42/99] :art: Format - ran format-fix --- .../components/AppSelector/modals/CreateAppStatusModal.tsx | 4 ++-- agenta-web/src/lib/helpers/openapi_parser.ts | 6 ++++-- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx index 3a7d655407..cb165d4b04 100644 --- a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx +++ b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx @@ -196,8 +196,8 @@ const CreateAppStatusModal: React.FC> type === "success" ? "success" : type === "error" - ? "danger" - : "secondary" + ? "danger" + : "secondary" } strong={Object.keys(messages)[ix] === "success"} > diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 0ce9817256..c4a4f03891 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -22,8 +22,10 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) return ( - schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" || - schema.components.schemas[bodySchemaName].properties?.messages?.["x-parameter"] === "messages" + schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === + "messages" || + schema.components.schemas[bodySchemaName].properties?.messages?.["x-parameter"] === + "messages" ) } From 1bb9888f2b428556dc22879044f6d6204c51823f Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Thu, 30 Nov 2023 09:59:41 +0100 Subject: [PATCH 43/99] update --- docs/images/reference/dictinput.png | Bin 0 -> 48366 bytes docs/images/reference/textparam.png | Bin 0 -> 113345 bytes docs/mint.json | 127 ++++++++-------- docs/reference/agenta-cli.mdx | 37 ++--- .../add-variant-from-base-and-config.mdx | 0 .../backend_api/add-variant-from-image.mdx | 0 .../backend_api/build-image.mdx | 0 .../construct-app-container-url.mdx | 0 .../backend_api/container-templates.mdx | 0 .../create-app-and-variant-from-template.mdx | 0 .../backend_api/create-app.mdx | 0 .../backend_api/create-custom-evaluation.mdx | 0 .../create-evaluation-scenario.mdx | 0 .../backend_api/create-evaluation.mdx | 0 .../backend_api/create-feedback.mdx | 0 .../backend_api/create-span.mdx | 0 .../backend_api/create-testset.mdx | 0 .../backend_api/create-trace.mdx | 0 .../backend_api/create_doc_from_openai.sh | 0 .../backend_api/delete-evaluations.mdx | 0 .../backend_api/delete-testsets.mdx | 0 .../backend_api/deploy-to-environment.mdx | 0 .../backend_api/evaluate-ai-critique.mdx | 0 .../backend_api/execute-custom-evaluation.mdx | 0 .../fetch-evaluation-scenarios.mdx | 0 .../backend_api/fetch-evaluation.mdx | 0 .../backend_api/fetch-list-evaluations.mdx | 0 .../backend_api/fetch-results.mdx | 0 .../backend_api/get-config.mdx | 0 .../get-custom-evaluation-names.mdx | 0 .../backend_api/get-custom-evaluation.mdx | 0 .../get-evaluation-scenario-score-router.mdx | 0 .../backend_api/get-feedback.mdx | 0 .../backend_api/get-feedbacks.mdx | 0 .../backend_api/get-spans-of-trace.mdx | 0 .../{ => reference}/backend_api/get-trace.mdx | 0 .../backend_api/get-traces.mdx | 0 .../backend_api/get-user-organization.mdx | 0 .../backend_api/get-variant-by-env.mdx | 0 .../backend_api/import-testset.mdx | 0 .../backend_api/list-app-variants.mdx | 0 .../{ => reference}/backend_api/list-apps.mdx | 0 .../backend_api/list-bases.mdx | 0 .../backend_api/list-custom-evaluations.mdx | 0 .../backend_api/list-environments.mdx | 0 .../backend_api/list-organizations.mdx | 0 docs/{ => reference}/backend_api/openapi.json | 0 .../backend_api/remove-app.mdx | 0 .../backend_api/remove-variant.mdx | 0 .../backend_api/restart-docker-container.mdx | 0 .../backend_api/save-config.mdx | 0 .../backend_api/start-variant.mdx | 0 .../backend_api/testsets/get-testset.mdx | 0 .../backend_api/testsets/get-testsets.mdx | 0 .../backend_api/update-custom-evaluation.mdx | 0 .../backend_api/update-evaluation-router.mdx | 0 .../update-evaluation-scenario-router.mdx | 0 ...pdate-evaluation-scenario-score-router.mdx | 0 .../backend_api/update-feedback.mdx | 0 .../backend_api/update-testset.mdx | 0 .../backend_api/update-trace-status.mdx | 0 .../backend_api/update-variant-image.mdx | 0 .../backend_api/update-variant-parameters.mdx | 0 .../backend_api/upload-file.mdx | 0 .../backend_api/user-profile.mdx | 0 .../backend_api/webhook-example-fake.mdx | 0 docs/reference/sdk.mdx | 136 ++++++++++++++++++ 67 files changed, 214 insertions(+), 86 deletions(-) create mode 100644 docs/images/reference/dictinput.png create mode 100644 docs/images/reference/textparam.png rename docs/{ => reference}/backend_api/add-variant-from-base-and-config.mdx (100%) rename docs/{ => reference}/backend_api/add-variant-from-image.mdx (100%) rename docs/{ => reference}/backend_api/build-image.mdx (100%) rename docs/{ => reference}/backend_api/construct-app-container-url.mdx (100%) rename docs/{ => reference}/backend_api/container-templates.mdx (100%) rename docs/{ => reference}/backend_api/create-app-and-variant-from-template.mdx (100%) rename docs/{ => reference}/backend_api/create-app.mdx (100%) rename docs/{ => reference}/backend_api/create-custom-evaluation.mdx (100%) rename docs/{ => reference}/backend_api/create-evaluation-scenario.mdx (100%) rename docs/{ => reference}/backend_api/create-evaluation.mdx (100%) rename docs/{ => reference}/backend_api/create-feedback.mdx (100%) rename docs/{ => reference}/backend_api/create-span.mdx (100%) rename docs/{ => reference}/backend_api/create-testset.mdx (100%) rename docs/{ => reference}/backend_api/create-trace.mdx (100%) rename docs/{ => reference}/backend_api/create_doc_from_openai.sh (100%) rename docs/{ => reference}/backend_api/delete-evaluations.mdx (100%) rename docs/{ => reference}/backend_api/delete-testsets.mdx (100%) rename docs/{ => reference}/backend_api/deploy-to-environment.mdx (100%) rename docs/{ => reference}/backend_api/evaluate-ai-critique.mdx (100%) rename docs/{ => reference}/backend_api/execute-custom-evaluation.mdx (100%) rename docs/{ => reference}/backend_api/fetch-evaluation-scenarios.mdx (100%) rename docs/{ => reference}/backend_api/fetch-evaluation.mdx (100%) rename docs/{ => reference}/backend_api/fetch-list-evaluations.mdx (100%) rename docs/{ => reference}/backend_api/fetch-results.mdx (100%) rename docs/{ => 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[ - "backend_api/user-profile", - "backend_api/list-app-variants", - "backend_api/get-variant-by-env", - "backend_api/list-apps", - "backend_api/create-app", - "backend_api/add-variant-from-image", - "backend_api/remove-app", - "backend_api/create-app-and-variant-from-template", - "backend_api/list-environments", - "backend_api/add-variant-from-base-and-config", - "backend_api/start-variant", - "backend_api/remove-variant", - "backend_api/update-variant-parameters", - "backend_api/update-variant-image", - "backend_api/fetch-list-evaluations", - "backend_api/create-evaluation", - "backend_api/delete-evaluations", - "backend_api/fetch-evaluation", - "backend_api/update-evaluation-router", - "backend_api/fetch-evaluation-scenarios", - "backend_api/create-evaluation-scenario", - "backend_api/update-evaluation-scenario-router", - "backend_api/evaluate-ai-critique", - "backend_api/get-evaluation-scenario-score-router", - "backend_api/update-evaluation-scenario-score-router", - "backend_api/fetch-results", - "backend_api/create-custom-evaluation", - "backend_api/update-custom-evaluation", - "backend_api/list-custom-evaluations", - "backend_api/get-custom-evaluation", - "backend_api/get-custom-evaluation-names", - "backend_api/execute-custom-evaluation", - "backend_api/webhook-example-fake", - "backend_api/upload-file", - "backend_api/import-testset", - "backend_api/create-testset", + "reference/backend_api/user-profile", + "reference/backend_api/list-app-variants", + "reference/backend_api/get-variant-by-env", + "reference/backend_api/list-apps", + "reference/backend_api/create-app", + "reference/backend_api/add-variant-from-image", + "reference/backend_api/remove-app", + "reference/backend_api/create-app-and-variant-from-template", + "reference/backend_api/list-environments", + "reference/backend_api/add-variant-from-base-and-config", + "reference/backend_api/start-variant", + "reference/backend_api/remove-variant", + "reference/backend_api/update-variant-parameters", + "reference/backend_api/update-variant-image", + "reference/backend_api/fetch-list-evaluations", + "reference/backend_api/create-evaluation", + "reference/backend_api/delete-evaluations", + "reference/backend_api/fetch-evaluation", + "reference/backend_api/update-evaluation-router", + "reference/backend_api/fetch-evaluation-scenarios", + "reference/backend_api/create-evaluation-scenario", + "reference/backend_api/update-evaluation-scenario-router", + "reference/backend_api/evaluate-ai-critique", + "reference/backend_api/get-evaluation-scenario-score-router", + "reference/backend_api/update-evaluation-scenario-score-router", + "reference/backend_api/fetch-results", + "reference/backend_api/create-custom-evaluation", + "reference/backend_api/update-custom-evaluation", + "reference/backend_api/list-custom-evaluations", + "reference/backend_api/get-custom-evaluation", + "reference/backend_api/get-custom-evaluation-names", + "reference/backend_api/execute-custom-evaluation", + "reference/backend_api/webhook-example-fake", + "reference/backend_api/upload-file", + "reference/backend_api/import-testset", + "reference/backend_api/create-testset", { "group": "testsets", "pages": [ - "backend_api/testsets/get-testset", - "backend_api/testsets/get-testsets" + "reference/backend_api/testsets/get-testset", + "reference/backend_api/testsets/get-testsets" ] }, - "backend_api/update-testset", - "backend_api/delete-testsets", - "backend_api/build-image", - "backend_api/restart-docker-container", - "backend_api/container-templates", - "backend_api/construct-app-container-url", - "backend_api/deploy-to-environment", - "backend_api/create-trace", - "backend_api/get-traces", - "backend_api/get-trace", - "backend_api/update-trace-status", - "backend_api/create-span", - "backend_api/get-spans-of-trace", - "backend_api/get-feedbacks", - "backend_api/create-feedback", - "backend_api/get-feedback", - "backend_api/update-feedback", - "backend_api/list-organizations", - "backend_api/get-user-organization", - "backend_api/list-bases", - "backend_api/get-config", - "backend_api/save-config" + "reference/backend_api/update-testset", + "reference/backend_api/delete-testsets", + "reference/backend_api/build-image", + "reference/backend_api/restart-docker-container", + "reference/backend_api/container-templates", + "reference/backend_api/construct-app-container-url", + "reference/backend_api/deploy-to-environment", + "reference/backend_api/create-trace", + "reference/backend_api/get-traces", + "reference/backend_api/get-trace", + "reference/backend_api/update-trace-status", + "reference/backend_api/create-span", + "reference/backend_api/get-spans-of-trace", + "reference/backend_api/get-feedbacks", + "reference/backend_api/create-feedback", + "reference/backend_api/get-feedback", + "reference/backend_api/update-feedback", + "reference/backend_api/list-organizations", + "reference/backend_api/get-user-organization", + "reference/backend_api/list-bases", + "reference/backend_api/get-config", + "reference/backend_api/save-config" ] } ] diff --git a/docs/reference/agenta-cli.mdx b/docs/reference/agenta-cli.mdx index ef66a13a67..0e40658a96 100644 --- a/docs/reference/agenta-cli.mdx +++ b/docs/reference/agenta-cli.mdx @@ -1,47 +1,32 @@ --- -title: "Agenta CLI Reference" +title: "Command Line Interface" +description: "Overview of the Agenta CLI" --- -The Agenta CLI (Command Line Interface) is a tool designed to manage LLM app variants used in Agenta. +The Agenta CLI is a tool used to manage LLM app variants used in Agenta. It allows you to create new apps and deploy variants to the Agenta platform. ## Commands -The primary commands provided by the Agenta CLI are `init` and `variant`. - -### 1. `init` +### 1. `agenta init` ```bash agenta init ``` -The `init` command is used to initialize a new Agenta app in an empty folder. It allows the user to specify the name of the app. It creates either an empty app or an app based on the template. In both cases it creates a config.toml file. In the case of creating an app based on the template it also copies the code for the app (`app.py`) in addition to the `requirements.txt`. +The init command initializes a new Agenta app. Users can define the application's name and select the Agenta platform host (either local or cloud). -Note that `agenta init` does not interact with the backend, i.e. the app cannot not be seen in the Agenta web UI until it is added using the `agenta variant add` command. +This command creates a blank application in the backend and generates a config.toml file for configuration settings. -### 2. `variant` +### 2. `agenta variant serve` ```bash -agenta variant COMMAND +agenta variant serve variant_name.py ``` -The `variant` command is designed to manage different variants of your application. - -#### `variant` Sub-Commands: - -##### `serve` - -The `serve` command allows you to add a new variant to the web UI and serve its API using the backend configuration during `agenta init`. - -```bash -agenta variant serve --file_name variant_name.py -``` - -This command sends the specified `variant_name` as a new variant to the backend, where it is containerized, started, and integrated into the web UI. - -**NOTE:** The `--file_name` flag is now required to provide the variant file name when using the serve command. +The `serve` command deploys a new variant to the Agenta platform. It processes the code in the specified folder, with `variant_name.py` as the entrypoint. This command builds a Docker image and deploys a container based on it. As a result, the variant becomes accessible in the web UI, allowing for prediction generation and API calls. The variant is named as `variant_name.default` in the UI. -##### `list` +### 3. `agenta variant list` ```bash agenta variant list @@ -49,7 +34,7 @@ agenta variant list The `list` command displays all the variants of your app that are currently available in the backend. -##### `remove` +### 4. `agenta variant remove` ```bash agenta variant remove diff --git a/docs/backend_api/add-variant-from-base-and-config.mdx b/docs/reference/backend_api/add-variant-from-base-and-config.mdx similarity index 100% rename from docs/backend_api/add-variant-from-base-and-config.mdx rename to docs/reference/backend_api/add-variant-from-base-and-config.mdx diff --git a/docs/backend_api/add-variant-from-image.mdx b/docs/reference/backend_api/add-variant-from-image.mdx similarity index 100% rename from docs/backend_api/add-variant-from-image.mdx rename to docs/reference/backend_api/add-variant-from-image.mdx diff --git a/docs/backend_api/build-image.mdx b/docs/reference/backend_api/build-image.mdx similarity 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b/docs/reference/backend_api/create-app.mdx similarity index 100% rename from docs/backend_api/create-app.mdx rename to docs/reference/backend_api/create-app.mdx diff --git a/docs/backend_api/create-custom-evaluation.mdx b/docs/reference/backend_api/create-custom-evaluation.mdx similarity index 100% rename from docs/backend_api/create-custom-evaluation.mdx rename to docs/reference/backend_api/create-custom-evaluation.mdx diff --git a/docs/backend_api/create-evaluation-scenario.mdx b/docs/reference/backend_api/create-evaluation-scenario.mdx similarity index 100% rename from docs/backend_api/create-evaluation-scenario.mdx rename to docs/reference/backend_api/create-evaluation-scenario.mdx diff --git a/docs/backend_api/create-evaluation.mdx b/docs/reference/backend_api/create-evaluation.mdx similarity index 100% rename from docs/backend_api/create-evaluation.mdx rename to docs/reference/backend_api/create-evaluation.mdx diff --git a/docs/backend_api/create-feedback.mdx b/docs/reference/backend_api/create-feedback.mdx similarity index 100% rename from docs/backend_api/create-feedback.mdx rename to docs/reference/backend_api/create-feedback.mdx diff --git a/docs/backend_api/create-span.mdx b/docs/reference/backend_api/create-span.mdx similarity index 100% rename from docs/backend_api/create-span.mdx rename to docs/reference/backend_api/create-span.mdx diff --git a/docs/backend_api/create-testset.mdx b/docs/reference/backend_api/create-testset.mdx similarity index 100% rename from docs/backend_api/create-testset.mdx rename to docs/reference/backend_api/create-testset.mdx diff --git a/docs/backend_api/create-trace.mdx b/docs/reference/backend_api/create-trace.mdx similarity index 100% rename from docs/backend_api/create-trace.mdx rename to docs/reference/backend_api/create-trace.mdx diff --git a/docs/backend_api/create_doc_from_openai.sh b/docs/reference/backend_api/create_doc_from_openai.sh similarity index 100% rename from docs/backend_api/create_doc_from_openai.sh rename to docs/reference/backend_api/create_doc_from_openai.sh diff --git a/docs/backend_api/delete-evaluations.mdx b/docs/reference/backend_api/delete-evaluations.mdx similarity index 100% rename from docs/backend_api/delete-evaluations.mdx rename to docs/reference/backend_api/delete-evaluations.mdx diff --git a/docs/backend_api/delete-testsets.mdx b/docs/reference/backend_api/delete-testsets.mdx similarity index 100% rename from docs/backend_api/delete-testsets.mdx rename to docs/reference/backend_api/delete-testsets.mdx diff --git a/docs/backend_api/deploy-to-environment.mdx b/docs/reference/backend_api/deploy-to-environment.mdx similarity index 100% rename from docs/backend_api/deploy-to-environment.mdx rename to docs/reference/backend_api/deploy-to-environment.mdx diff --git a/docs/backend_api/evaluate-ai-critique.mdx b/docs/reference/backend_api/evaluate-ai-critique.mdx similarity index 100% rename from docs/backend_api/evaluate-ai-critique.mdx rename to docs/reference/backend_api/evaluate-ai-critique.mdx diff --git a/docs/backend_api/execute-custom-evaluation.mdx b/docs/reference/backend_api/execute-custom-evaluation.mdx similarity index 100% rename from docs/backend_api/execute-custom-evaluation.mdx rename to docs/reference/backend_api/execute-custom-evaluation.mdx diff --git a/docs/backend_api/fetch-evaluation-scenarios.mdx b/docs/reference/backend_api/fetch-evaluation-scenarios.mdx similarity index 100% rename from docs/backend_api/fetch-evaluation-scenarios.mdx rename to docs/reference/backend_api/fetch-evaluation-scenarios.mdx diff --git a/docs/backend_api/fetch-evaluation.mdx b/docs/reference/backend_api/fetch-evaluation.mdx similarity index 100% rename from docs/backend_api/fetch-evaluation.mdx rename to docs/reference/backend_api/fetch-evaluation.mdx diff --git a/docs/backend_api/fetch-list-evaluations.mdx b/docs/reference/backend_api/fetch-list-evaluations.mdx similarity 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docs/backend_api/get-custom-evaluation.mdx rename to docs/reference/backend_api/get-custom-evaluation.mdx diff --git a/docs/backend_api/get-evaluation-scenario-score-router.mdx b/docs/reference/backend_api/get-evaluation-scenario-score-router.mdx similarity index 100% rename from docs/backend_api/get-evaluation-scenario-score-router.mdx rename to docs/reference/backend_api/get-evaluation-scenario-score-router.mdx diff --git a/docs/backend_api/get-feedback.mdx b/docs/reference/backend_api/get-feedback.mdx similarity index 100% rename from docs/backend_api/get-feedback.mdx rename to docs/reference/backend_api/get-feedback.mdx diff --git a/docs/backend_api/get-feedbacks.mdx b/docs/reference/backend_api/get-feedbacks.mdx similarity index 100% rename from docs/backend_api/get-feedbacks.mdx rename to docs/reference/backend_api/get-feedbacks.mdx diff --git a/docs/backend_api/get-spans-of-trace.mdx b/docs/reference/backend_api/get-spans-of-trace.mdx similarity index 100% rename from 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diff --git a/docs/backend_api/import-testset.mdx b/docs/reference/backend_api/import-testset.mdx similarity index 100% rename from docs/backend_api/import-testset.mdx rename to docs/reference/backend_api/import-testset.mdx diff --git a/docs/backend_api/list-app-variants.mdx b/docs/reference/backend_api/list-app-variants.mdx similarity index 100% rename from docs/backend_api/list-app-variants.mdx rename to docs/reference/backend_api/list-app-variants.mdx diff --git a/docs/backend_api/list-apps.mdx b/docs/reference/backend_api/list-apps.mdx similarity index 100% rename from docs/backend_api/list-apps.mdx rename to docs/reference/backend_api/list-apps.mdx diff --git a/docs/backend_api/list-bases.mdx b/docs/reference/backend_api/list-bases.mdx similarity index 100% rename from docs/backend_api/list-bases.mdx rename to docs/reference/backend_api/list-bases.mdx diff --git a/docs/backend_api/list-custom-evaluations.mdx b/docs/reference/backend_api/list-custom-evaluations.mdx similarity index 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docs/reference/backend_api/remove-app.mdx diff --git a/docs/backend_api/remove-variant.mdx b/docs/reference/backend_api/remove-variant.mdx similarity index 100% rename from docs/backend_api/remove-variant.mdx rename to docs/reference/backend_api/remove-variant.mdx diff --git a/docs/backend_api/restart-docker-container.mdx b/docs/reference/backend_api/restart-docker-container.mdx similarity index 100% rename from docs/backend_api/restart-docker-container.mdx rename to docs/reference/backend_api/restart-docker-container.mdx diff --git a/docs/backend_api/save-config.mdx b/docs/reference/backend_api/save-config.mdx similarity index 100% rename from docs/backend_api/save-config.mdx rename to docs/reference/backend_api/save-config.mdx diff --git a/docs/backend_api/start-variant.mdx b/docs/reference/backend_api/start-variant.mdx similarity index 100% rename from docs/backend_api/start-variant.mdx rename to docs/reference/backend_api/start-variant.mdx diff --git a/docs/backend_api/testsets/get-testset.mdx b/docs/reference/backend_api/testsets/get-testset.mdx similarity index 100% rename from docs/backend_api/testsets/get-testset.mdx rename to docs/reference/backend_api/testsets/get-testset.mdx diff --git a/docs/backend_api/testsets/get-testsets.mdx b/docs/reference/backend_api/testsets/get-testsets.mdx similarity index 100% rename from docs/backend_api/testsets/get-testsets.mdx rename to docs/reference/backend_api/testsets/get-testsets.mdx diff --git a/docs/backend_api/update-custom-evaluation.mdx b/docs/reference/backend_api/update-custom-evaluation.mdx similarity index 100% rename from docs/backend_api/update-custom-evaluation.mdx rename to docs/reference/backend_api/update-custom-evaluation.mdx diff --git a/docs/backend_api/update-evaluation-router.mdx b/docs/reference/backend_api/update-evaluation-router.mdx similarity index 100% rename from docs/backend_api/update-evaluation-router.mdx rename to 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b/docs/reference/backend_api/update-testset.mdx similarity index 100% rename from docs/backend_api/update-testset.mdx rename to docs/reference/backend_api/update-testset.mdx diff --git a/docs/backend_api/update-trace-status.mdx b/docs/reference/backend_api/update-trace-status.mdx similarity index 100% rename from docs/backend_api/update-trace-status.mdx rename to docs/reference/backend_api/update-trace-status.mdx diff --git a/docs/backend_api/update-variant-image.mdx b/docs/reference/backend_api/update-variant-image.mdx similarity index 100% rename from docs/backend_api/update-variant-image.mdx rename to docs/reference/backend_api/update-variant-image.mdx diff --git a/docs/backend_api/update-variant-parameters.mdx b/docs/reference/backend_api/update-variant-parameters.mdx similarity index 100% rename from docs/backend_api/update-variant-parameters.mdx rename to docs/reference/backend_api/update-variant-parameters.mdx diff --git a/docs/backend_api/upload-file.mdx b/docs/reference/backend_api/upload-file.mdx similarity index 100% rename from docs/backend_api/upload-file.mdx rename to docs/reference/backend_api/upload-file.mdx diff --git a/docs/backend_api/user-profile.mdx b/docs/reference/backend_api/user-profile.mdx similarity index 100% rename from docs/backend_api/user-profile.mdx rename to docs/reference/backend_api/user-profile.mdx diff --git a/docs/backend_api/webhook-example-fake.mdx b/docs/reference/backend_api/webhook-example-fake.mdx similarity index 100% rename from docs/backend_api/webhook-example-fake.mdx rename to docs/reference/backend_api/webhook-example-fake.mdx diff --git a/docs/reference/sdk.mdx b/docs/reference/sdk.mdx new file mode 100644 index 0000000000..ece2aa835a --- /dev/null +++ b/docs/reference/sdk.mdx @@ -0,0 +1,136 @@ +--- +title: "Python SDK" +description: "You can use our SDK to build your own applications" +--- + +The agenta SDK allows you to experiment with AI applications with LLMs (and in the future any Foundational Model) in a simple way. + +The most commenly used functions are: + +- agenta.init - initialize your variant +- agenta.config.default - set the default configuration + + +## `agenta.init()` + +Initialize your variant. +You need to call this function once at the entry point of your code. + +## `agenta.config` + +`config` is an object that contains the parameters for your variant and methods that enable you to pull and push these parameters to the backend. Use the config to save the usual parameters for an LLM variant, such as the prompt, temperature, LLM model, chunk size (for RAG), etc. Everything that you plan to experiment with in the playground should be saved in the config. + +The parameters in the configuration are accessible in your code at any module importing agenta in this way: + +```python +agenta.config.parameter_name +``` + +The only requirement is that `agenta.init()` is called before in the entry point module. + +## `agenta.config.default(**kwargs)` + +Set the default configuration for your variant. For instance if you set + +```python +agenta.config.default(prompt = ag.TextParam("Hello world")) +``` + +This will set the default value of the prompt to "Hello World". This means that the default configuration (the configuration in the variant variant_name.default) will have the value "Hello World". + +agenta.config.default should be used to set the parameters that you are planning to test and iterate on in the playground. For instance if your application has two different prompts in addition to temperature, you might want to use the following: + +```python +agenta.config.default(prompt1 = ag.TextParam("my prompt1"), + prompt2 = ag.TextParam("my prompt2"), + temperature = ag.FloatParam(0.5), + temperature2 = ag.FloatParam(0.5)) +``` + +Using this configuration will result in: + +1. A playground with the two prompts and temperature sliders +2. An API endpoint /generate wich takes the parameters prompt1, prompt2 and temperature as input + +You can later use the last parameters from the configuration (from the backend) the following way: + +```python +agenta.config.prompt1 +``` + +## `agenta.config.pull(config_name: str = "default", environment_name: str = None)` + +This function pulls the configuration from the backend and save them in the config object. The configuration contains all the parameters for the variant. + +The configuration can be pulled by name. For instance +```python +agenta.config.pull("my_config") +``` + +This would pull the parameters from the backend for the configuration `my_config` (that is for `variant_name.py`, the configuration in the playground for the variant `variant_name.my_config`) + +The configuration can also be pulled by the environment name. For instance, you can always use the parameters from the 'production' environment by using: + +```python +agenta.config.pull(environment_name = "production") +``` + +After pulling the configuration, the parameters are accessible in the following way: + +```python +agenta.config.parameter_name +``` + +## `agenta.config.push(self, config_name: str, overwrite=True, **kwargs)`` + +This function pushes the configuration to the backend. The configuration contains all the parameters for the variant. + +The configuration is pushed to config_name for the code base being run. Basically if you are running `variant_name.py`, the configuration will be pushed to `variant_name.config_name`. + +If overwrite is set to True, the configuration will overwrite the existing configuration. If overwrite is set to False, the configuration will be pushed only if the configuration does not exist yet. + +## Data types for parameters + +There are multiple data types that can be used for the parameters in the configuration. Each data type translates into an element in the playground. + +### TextParam + +This display a text area widget in the playground. + +```python +agenta.config.default(prompt_system = ag.TextParam("You are an expert in geography."), + prompt_user = ag.TextParam("What is the capital of {country}?")) +``` + +### IntParam + +This displays a slider widget in the playground with a step 1 (integers). + +```python +agenta.config.default(intval1 = ag.IntParam(default=1, minval=0, maxval=2), + intval2 = ag.IntParam(1) +``` + +### FloatParam + +This displays a slider widget in the playground with a step 0.1 (float). + + +```python +agenta.config.default(temperature = ag.IntParam(default=0.5, minval=0, maxval=2), + temperature2 = ag.IntParam(0.5) +``` + + +## Data types for inputs + +Inputs in contrast to parameters are given as argument to the function decorated with `@agenta.entrypoint`. They are not part of the configuration but instead are the input in the call to the LLM app. + +```python +def my_entrypoint(name:str): +``` + +Since the agenta sdk uses fastapi under the hood, the data types for the inputs are the same as the ones used in fastapi. In addition, there are some special data types. + +### DictInput +This is data type is used to create variants that have a dynamic number of inputs. When used \ No newline at end of file From 74215074b038417be878bc3cf312601998cd642c Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Thu, 30 Nov 2023 10:56:21 +0100 Subject: [PATCH 44/99] feat: dnd for tabs component --- .../src/components/Playground/Playground.tsx | 92 ++++++++++--------- 1 file changed, 47 insertions(+), 45 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index 8d6ab84e2d..13630e8e25 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -10,7 +10,7 @@ import {useQueryParam} from "@/hooks/useQuery" import AlertPopup from "../AlertPopup/AlertPopup" import useBlockNavigation from "@/hooks/useBlockNavigation" import type {DragEndEvent} from "@dnd-kit/core" -import {DndContext, PointerSensor, useSensor} from "@dnd-kit/core" +import {DndContext, DragOverlay, PointerSensor, useSensor} from "@dnd-kit/core" import {arrayMove, SortableContext, horizontalListSortingStrategy} from "@dnd-kit/sortable" import DraggableTabNode from "../DraggableTabNode/DraggableTabNode" import {useLocalStorage} from "usehooks-ts" @@ -292,45 +292,46 @@ const Playground: React.FC = () => {
{compareMode ? (
- {variants.map((variant) => ( - - setUnsavedVariants((prev) => ({ - ...prev, - [variant.variantName]: isDirty, - })) - } - getHelpers={(helpers) => - (variantHelpers.current[variant.variantName] = - helpers) - } - /> - ), - closable: !variant.persistent, - }, - ]} - renderTabBar={(tabBarProps, DefaultTabBar) => ( - - i.key)} - strategy={horizontalListSortingStrategy} - > + + variant.variantName)} + strategy={horizontalListSortingStrategy} + > + {variants.map((variant) => ( + + setUnsavedVariants((prev) => ({ + ...prev, + [variant.variantName]: isDirty, + })) + } + getHelpers={(helpers) => + (variantHelpers.current[ + variant.variantName + ] = helpers) + } + /> + ), + closable: !variant.persistent, + }, + ]} + renderTabBar={(tabBarProps, DefaultTabBar) => ( {(node) => ( { )} - - - )} - /> - ))} + )} + /> + ))} + +
) : ( { } export default Playground + From 16a5a14f41549f8566f2a4375303adbed6de1bec Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 12:28:47 +0100 Subject: [PATCH 45/99] Update - modified openapi parser --- .../src/components/Playground/Views/ParametersCards.tsx | 2 +- agenta-web/src/lib/helpers/openapi_parser.ts | 8 +++++--- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index e18a6a570d..d6fea4e387 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -179,7 +179,7 @@ export const StringParameters: React.FC = ({ return ( <> {optParams - ?.filter((param) => param.type === "string") + ?.filter((param) => param.type === "string" && !Array.isArray(param.default)) .map((param, index) => ( diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index c4a4f03891..32b4c83aee 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -21,10 +21,12 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) + const bodyProperties = schema.components.schemas[bodySchemaName].properties + const propertiesWithMessages = Object.keys(bodyProperties).filter(property => { + return bodyProperties[property]["x-parameter"] === "messages" + }) return ( - schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === - "messages" || - schema.components.schemas[bodySchemaName].properties?.messages?.["x-parameter"] === + propertiesWithMessages[0] === "messages" ) } From 6d9956035d7fdf47aefd54facd29a333e08ea6e6 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 12:30:05 +0100 Subject: [PATCH 46/99] Format - ran format-fix --- agenta-web/src/lib/helpers/openapi_parser.ts | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 32b4c83aee..7855e0274e 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -22,13 +22,10 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) const bodyProperties = schema.components.schemas[bodySchemaName].properties - const propertiesWithMessages = Object.keys(bodyProperties).filter(property => { + const propertiesWithMessages = Object.keys(bodyProperties).filter((property) => { return bodyProperties[property]["x-parameter"] === "messages" }) - return ( - propertiesWithMessages[0] === - "messages" - ) + return propertiesWithMessages[0] === "messages" } export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => { From 5c8663e3ce5ba0d14f725ed83226050db5355657 Mon Sep 17 00:00:00 2001 From: Abram Date: Wed, 29 Nov 2023 13:39:13 +0100 Subject: [PATCH 47/99] Feat - created vision_gpt_explain_image llm application --- examples/vision_gpt_explain_image/app.py | 56 +++++++++++++++++++ .../vision_gpt_explain_image/requirements.txt | 2 + 2 files changed, 58 insertions(+) create mode 100644 examples/vision_gpt_explain_image/app.py create mode 100644 examples/vision_gpt_explain_image/requirements.txt diff --git a/examples/vision_gpt_explain_image/app.py b/examples/vision_gpt_explain_image/app.py new file mode 100644 index 0000000000..1362087a4b --- /dev/null +++ b/examples/vision_gpt_explain_image/app.py @@ -0,0 +1,56 @@ +import agenta as ag +from openai import OpenAI +from typing import List, Dict + + +client = OpenAI() + +ag.init(app_name="explain_image", base_name="app") +ag.config.default( + model=ag.MultipleChoiceParam("gpt-4-vision-preview", []), + max_tokens=ag.IntParam(300, -1, 4000), +) + + +def replace_image_url( + messages: List[Dict[str, str]], image_one: str, image_two: str +) -> Dict[str, str]: + new_message = {} + for message in messages: + for key, value in message.items(): + if key == "content": + new_content = [] + for content in value: + if content["type"] == "image_url": + content["image_url"] = ( + image_two + if content["image_url"] == image_one + else image_one + ) + new_content.append(content) + new_message[key] = new_content + else: + new_message[key] = value + return new_message + + +@ag.entrypoint +def explain( + image_one: ag.FileInputURL, + image_two: ag.FileInputURL, + inputs: ag.DictInput = ag.DictInput(default_keys=["role"]), + messages: ag.MessagesInput = ag.MessagesInput( + [ + {"type": "text", "text": "What are in these image?"}, + ] + ), +) -> str: + messages = [inputs] + [{"content": messages}] + new_messages = replace_image_url(messages, image_one, image_two) + max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None + chat_completion = client.chat.completions.create( + model=ag.config.model, + messages=[new_messages], + max_tokens=max_tokens, + ) + return chat_completion.choices[0].message.content diff --git a/examples/vision_gpt_explain_image/requirements.txt b/examples/vision_gpt_explain_image/requirements.txt new file mode 100644 index 0000000000..310f162cec --- /dev/null +++ b/examples/vision_gpt_explain_image/requirements.txt @@ -0,0 +1,2 @@ +agenta +openai \ No newline at end of file From 6925cfc41823eae557803ade39a27c77b342de0e Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:20:25 +0100 Subject: [PATCH 48/99] Update - remove condition that raises value error in MessagesInput SDK type --- agenta-cli/agenta/sdk/types.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 38da0b018c..080eb9d8fd 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -116,11 +116,8 @@ class MessagesInput(list): """ def __new__(cls, messages: List[Dict[str, str]] = None): - if not messages: - raise ValueError("Missing required parameter in MessagesInput") - instance = super().__new__(cls, messages) - instance.messages = messages + instance.default = messages return instance @classmethod From ac6f3534e593f7afd932fefd822c283556911e50 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 09:21:59 +0100 Subject: [PATCH 49/99] Update - read from two properties to detect chat variant from openapi schema --- agenta-web/src/lib/helpers/openapi_parser.ts | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 1de48c0afb..0ce9817256 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -22,7 +22,8 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) return ( - schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" + schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" || + schema.components.schemas[bodySchemaName].properties?.messages?.["x-parameter"] === "messages" ) } From c901acddebd7ea7929411adb4b2d6cda97eb8d99 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 12:37:40 +0100 Subject: [PATCH 50/99] Cleanup - remove vision gpt explain image llm app --- examples/vision_gpt_explain_image/app.py | 56 ------------------- .../vision_gpt_explain_image/requirements.txt | 2 - 2 files changed, 58 deletions(-) delete mode 100644 examples/vision_gpt_explain_image/app.py delete mode 100644 examples/vision_gpt_explain_image/requirements.txt diff --git a/examples/vision_gpt_explain_image/app.py b/examples/vision_gpt_explain_image/app.py deleted file mode 100644 index 1362087a4b..0000000000 --- a/examples/vision_gpt_explain_image/app.py +++ /dev/null @@ -1,56 +0,0 @@ -import agenta as ag -from openai import OpenAI -from typing import List, Dict - - -client = OpenAI() - -ag.init(app_name="explain_image", base_name="app") -ag.config.default( - model=ag.MultipleChoiceParam("gpt-4-vision-preview", []), - max_tokens=ag.IntParam(300, -1, 4000), -) - - -def replace_image_url( - messages: List[Dict[str, str]], image_one: str, image_two: str -) -> Dict[str, str]: - new_message = {} - for message in messages: - for key, value in message.items(): - if key == "content": - new_content = [] - for content in value: - if content["type"] == "image_url": - content["image_url"] = ( - image_two - if content["image_url"] == image_one - else image_one - ) - new_content.append(content) - new_message[key] = new_content - else: - new_message[key] = value - return new_message - - -@ag.entrypoint -def explain( - image_one: ag.FileInputURL, - image_two: ag.FileInputURL, - inputs: ag.DictInput = ag.DictInput(default_keys=["role"]), - messages: ag.MessagesInput = ag.MessagesInput( - [ - {"type": "text", "text": "What are in these image?"}, - ] - ), -) -> str: - messages = [inputs] + [{"content": messages}] - new_messages = replace_image_url(messages, image_one, image_two) - max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None - chat_completion = client.chat.completions.create( - model=ag.config.model, - messages=[new_messages], - max_tokens=max_tokens, - ) - return chat_completion.choices[0].message.content diff --git a/examples/vision_gpt_explain_image/requirements.txt b/examples/vision_gpt_explain_image/requirements.txt deleted file mode 100644 index 310f162cec..0000000000 --- a/examples/vision_gpt_explain_image/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -agenta -openai \ No newline at end of file From 0b0551306f6047099516996fb9d925b25f71134b Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Thu, 30 Nov 2023 13:15:46 +0100 Subject: [PATCH 51/99] fix --- agenta-web/src/components/Playground/Views/ParametersCards.tsx | 2 +- agenta-web/src/lib/helpers/openapi_parser.ts | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/ParametersCards.tsx b/agenta-web/src/components/Playground/Views/ParametersCards.tsx index d6fea4e387..e18a6a570d 100644 --- a/agenta-web/src/components/Playground/Views/ParametersCards.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersCards.tsx @@ -179,7 +179,7 @@ export const StringParameters: React.FC = ({ return ( <> {optParams - ?.filter((param) => param.type === "string" && !Array.isArray(param.default)) + ?.filter((param) => param.type === "string") .map((param, index) => ( diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 7855e0274e..5e87360d54 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -37,7 +37,7 @@ export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => ([name, param]: [string, any]) => { const parameter = { name: name, - input: param["x-parameter"] ? false : true, + input: param["x-parameter"] ? false || param["x-parameter"] === "messages" : true, type: param["x-parameter"] ? determineType(param["x-parameter"]) : "string", default: param.default, enum: param["enum"] ? param.enum : [], From a33a6b33e61bc715babe263abee632852fc22f6d Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Thu, 30 Nov 2023 13:52:53 +0100 Subject: [PATCH 52/99] Update pyproject.toml --- agenta-cli/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-cli/pyproject.toml b/agenta-cli/pyproject.toml index 2f53734622..5204a81193 100644 --- a/agenta-cli/pyproject.toml +++ b/agenta-cli/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "agenta" -version = "0.5.8" +version = "0.6.0" description = "The SDK for agenta is an open-source LLMOps platform." readme = "README.md" authors = ["Mahmoud Mabrouk "] From 2f60f88aa89beb08aa8ee10d8d40f19b648abe1d Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Thu, 30 Nov 2023 15:26:50 +0100 Subject: [PATCH 53/99] style: removes unnecessary space in modal --- .../AppSelector/modals/AddAppFromTemplateModal.tsx | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx b/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx index 94e1db3d9b..5f6e307258 100644 --- a/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx +++ b/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx @@ -16,9 +16,8 @@ const useStyles = createUseStyles({ body: { width: "100%", marginTop: 20, - display: "grid", - gridTemplateColumns: "repeat(auto-fill, minmax(min(240px, 100%), 1fr))", - gap: 20, + display:"flex", + gap: 20 }, row: { marginTop: 20, @@ -54,7 +53,7 @@ const AddAppFromTemplatedModal: React.FC = ({ Choose template } - width={templates.length <= 1 || !!noTemplateMessage ? 620 : 900} + width={templates.length <= 1 || !!noTemplateMessage ? 620 : 700} {...props} >
@@ -69,7 +68,7 @@ const AddAppFromTemplatedModal: React.FC = ({
) : ( templates.map((template) => ( -
+
Date: Thu, 30 Nov 2023 15:27:12 +0100 Subject: [PATCH 54/99] format fix --- .../components/AppSelector/modals/AddAppFromTemplateModal.tsx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx b/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx index 5f6e307258..2a7e3069fb 100644 --- a/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx +++ b/agenta-web/src/components/AppSelector/modals/AddAppFromTemplateModal.tsx @@ -16,8 +16,8 @@ const useStyles = createUseStyles({ body: { width: "100%", marginTop: 20, - display:"flex", - gap: 20 + display: "flex", + gap: 20, }, row: { marginTop: 20, From 69174a9133657ef054f8e94c884df1a194e5a9fd Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Thu, 30 Nov 2023 15:32:25 +0100 Subject: [PATCH 55/99] format fix --- .../components/AppSelector/modals/CreateAppStatusModal.tsx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx index cb165d4b04..3a7d655407 100644 --- a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx +++ b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx @@ -196,8 +196,8 @@ const CreateAppStatusModal: React.FC> type === "success" ? "success" : type === "error" - ? "danger" - : "secondary" + ? "danger" + : "secondary" } strong={Object.keys(messages)[ix] === "success"} > From 930cf4eeb77e79118fd44544d35b99ac02136c0d Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Thu, 30 Nov 2023 16:28:18 +0100 Subject: [PATCH 56/99] add on workflow dispatch to docker --- .github/workflows/docker.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index 186f6e22cd..c366c4007d 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -1,6 +1,7 @@ name: Build and Publish Docker Images -on: +on: + workflow_dispatch: push: branches: - main @@ -33,7 +34,7 @@ jobs: registry: ghcr.io username: ${{ env.REPOSITORY_USERNAME }} password: ${{ secrets.DOCKER_GITHUB_SECRETS }} - + - name: Build, tag and push Backend image to Github Container Registry id: build-backend-image run: | From eec139f3515b9ee90aeaa03d92f6f8ad458d7e51 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Thu, 30 Nov 2023 16:33:39 +0100 Subject: [PATCH 57/99] put back original file --- .github/workflows/docker.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index c366c4007d..186f6e22cd 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -1,7 +1,6 @@ name: Build and Publish Docker Images -on: - workflow_dispatch: +on: push: branches: - main @@ -34,7 +33,7 @@ jobs: registry: ghcr.io username: ${{ env.REPOSITORY_USERNAME }} password: ${{ secrets.DOCKER_GITHUB_SECRETS }} - + - name: Build, tag and push Backend image to Github Container Registry id: build-backend-image run: | From d5e8c8934a6fb86d467ec7d188366635a0612ba5 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Thu, 30 Nov 2023 16:53:04 +0100 Subject: [PATCH 58/99] better names to gihub workflows add workflow_dispatch to push to ghcr --- .../{black.yml => check-python-code-black.yml} | 2 +- ...and-build.yml => check-web-code-lint-and-build.yml} | 2 +- .../{prettier.yml => check-web-code-prettier.yml} | 2 +- .github/workflows/{publish.yml => publish-to-pypi.yml} | 2 +- .github/workflows/{docker.yml => push-to-ghcr.yml} | 7 ++++--- .../{backend_test.yml => run-backend-tests.yml} | 2 +- .../{frontend-tests.yml => run-frontend-tests.yml} | 10 +++++----- 7 files changed, 14 insertions(+), 13 deletions(-) rename .github/workflows/{black.yml => check-python-code-black.yml} (89%) rename .github/workflows/{lint-and-build.yml => check-web-code-lint-and-build.yml} (93%) rename .github/workflows/{prettier.yml => check-web-code-prettier.yml} (92%) rename .github/workflows/{publish.yml => publish-to-pypi.yml} (98%) rename .github/workflows/{docker.yml => push-to-ghcr.yml} (95%) rename .github/workflows/{backend_test.yml => run-backend-tests.yml} (95%) rename .github/workflows/{frontend-tests.yml => run-frontend-tests.yml} (93%) diff --git a/.github/workflows/black.yml b/.github/workflows/check-python-code-black.yml similarity index 89% rename from .github/workflows/black.yml rename to .github/workflows/check-python-code-black.yml index 10b9572f1b..8179105f17 100644 --- a/.github/workflows/black.yml +++ b/.github/workflows/check-python-code-black.yml @@ -1,4 +1,4 @@ -name: black-check-action +name: Check Python Code - Black on: pull_request: paths: diff --git a/.github/workflows/lint-and-build.yml b/.github/workflows/check-web-code-lint-and-build.yml similarity index 93% rename from .github/workflows/lint-and-build.yml rename to .github/workflows/check-web-code-lint-and-build.yml index 3a6cdaa038..516d28b1c8 100644 --- a/.github/workflows/lint-and-build.yml +++ b/.github/workflows/check-web-code-lint-and-build.yml @@ -1,4 +1,4 @@ -name: Lint and Build +name: Check Web Code - Lint and Build on: pull_request: diff --git a/.github/workflows/prettier.yml b/.github/workflows/check-web-code-prettier.yml similarity index 92% rename from .github/workflows/prettier.yml rename to .github/workflows/check-web-code-prettier.yml index 9a582ff5ee..23f7a8389e 100644 --- a/.github/workflows/prettier.yml +++ b/.github/workflows/check-web-code-prettier.yml @@ -1,4 +1,4 @@ -name: Prettier +name: Check web Code - Prettier on: pull_request: diff --git a/.github/workflows/publish.yml b/.github/workflows/publish-to-pypi.yml similarity index 98% rename from .github/workflows/publish.yml rename to .github/workflows/publish-to-pypi.yml index 31675c3789..8fcaa8d0b8 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish-to-pypi.yml @@ -1,4 +1,4 @@ -name: Publish Agenta to PyPI +name: Publish to PyPI on: push: diff --git a/.github/workflows/docker.yml b/.github/workflows/push-to-ghcr.yml similarity index 95% rename from .github/workflows/docker.yml rename to .github/workflows/push-to-ghcr.yml index 186f6e22cd..d594bf193e 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/push-to-ghcr.yml @@ -1,6 +1,7 @@ -name: Build and Publish Docker Images +name: Push to GitHub Container Registry -on: +on: + workflow_dispatch: push: branches: - main @@ -33,7 +34,7 @@ jobs: registry: ghcr.io username: ${{ env.REPOSITORY_USERNAME }} password: ${{ secrets.DOCKER_GITHUB_SECRETS }} - + - name: Build, tag and push Backend image to Github Container Registry id: build-backend-image run: | diff --git a/.github/workflows/backend_test.yml b/.github/workflows/run-backend-tests.yml similarity index 95% rename from .github/workflows/backend_test.yml rename to .github/workflows/run-backend-tests.yml index bc322796cc..5a5f2b78e3 100644 --- a/.github/workflows/backend_test.yml +++ b/.github/workflows/run-backend-tests.yml @@ -1,4 +1,4 @@ -name: Execute Backend tests +name: Run Backend tests on: [pull_request] diff --git a/.github/workflows/frontend-tests.yml b/.github/workflows/run-frontend-tests.yml similarity index 93% rename from .github/workflows/frontend-tests.yml rename to .github/workflows/run-frontend-tests.yml index d51b2c6f03..693d78a538 100644 --- a/.github/workflows/frontend-tests.yml +++ b/.github/workflows/run-frontend-tests.yml @@ -1,4 +1,4 @@ -name: Execute Frontend tests +name: Run Frontend tests on: [pull_request] env: @@ -11,11 +11,11 @@ jobs: steps: - name: Check out code uses: actions/checkout@v4 - + - name: Set Environment Variables run: | echo "NEXT_PUBLIC_OPENAI_API_KEY=${{ secrets.NEXT_PUBLIC_OPENAI_API_KEY }}" >> $GITHUB_ENV - + - name: Install Curl & Start Docker Compose env: NEXT_PUBLIC_OPENAI_API_KEY: ${{ secrets.NEXT_PUBLIC_OPENAI_API_KEY }} @@ -25,7 +25,7 @@ jobs: - name: Restart Backend Service To Fetch Template(s) run: docker container restart agenta_backend_1 - + - name: Wait for Backend Service run: curl http://localhost/api/health/ @@ -53,6 +53,6 @@ jobs: - name: Docker logs if: always() # run: docker ps -q | xargs -I {} docker logs {} - + - name: Stop Docker Compose run: docker-compose down From b98d013191d504961364e4044db66914ed3b5f0b Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 16:57:21 +0100 Subject: [PATCH 59/99] Update - changed parameter from messages to inputs --- examples/startup_technical_ideas/app.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/startup_technical_ideas/app.py b/examples/startup_technical_ideas/app.py index 8838e51852..6b4241003c 100644 --- a/examples/startup_technical_ideas/app.py +++ b/examples/startup_technical_ideas/app.py @@ -23,8 +23,8 @@ @ag.entrypoint -def chat(messages: MessagesInput = MessagesInput()) -> str: - messages = [{"role": "system", "content": ag.config.prompt_system}] + messages +def chat(inputs: MessagesInput = MessagesInput()) -> str: + messages = [{"role": "system", "content": ag.config.prompt_system}] + inputs max_tokens = ag.config.max_tokens if ag.config.max_tokens != -1 else None chat_completion = client.chat.completions.create( model=ag.config.model, From a100fefa94f6ebde888c51fbfdf3914060cd6f98 Mon Sep 17 00:00:00 2001 From: Abram Date: Thu, 30 Nov 2023 17:15:19 +0100 Subject: [PATCH 60/99] Update - revert detection back to inputs --- agenta-web/src/lib/helpers/openapi_parser.ts | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/agenta-web/src/lib/helpers/openapi_parser.ts b/agenta-web/src/lib/helpers/openapi_parser.ts index 5e87360d54..57e39bb26d 100644 --- a/agenta-web/src/lib/helpers/openapi_parser.ts +++ b/agenta-web/src/lib/helpers/openapi_parser.ts @@ -21,11 +21,9 @@ const getBodySchemaName = (schema: GenericObject): string => { export const detectChatVariantFromOpenAISchema = (schema: GenericObject) => { const bodySchemaName = getBodySchemaName(schema) - const bodyProperties = schema.components.schemas[bodySchemaName].properties - const propertiesWithMessages = Object.keys(bodyProperties).filter((property) => { - return bodyProperties[property]["x-parameter"] === "messages" - }) - return propertiesWithMessages[0] === "messages" + return ( + schema.components.schemas[bodySchemaName].properties?.inputs?.["x-parameter"] === "messages" + ) } export const openAISchemaToParameters = (schema: GenericObject): Parameter[] => { From 99becd0263a65c98a40f4ec36bc251af85ef9c4d Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Thu, 30 Nov 2023 20:32:55 +0100 Subject: [PATCH 61/99] move templates manager to commons --- agenta-backend/agenta_backend/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/main.py b/agenta-backend/agenta_backend/main.py index ee083eea25..e197696360 100644 --- a/agenta-backend/agenta_backend/main.py +++ b/agenta-backend/agenta_backend/main.py @@ -18,7 +18,7 @@ ) if os.environ["FEATURE_FLAG"] in ["cloud", "ee"]: - from agenta_backend.cloud.services import templates_manager + from agenta_backend.commons.services import templates_manager else: from agenta_backend.services import templates_manager From 9fc86635b3b2e4ed650b7831bf09fd53b16d4e17 Mon Sep 17 00:00:00 2001 From: MohammedMaaz Date: Fri, 1 Dec 2023 07:13:14 +0500 Subject: [PATCH 62/99] error handling for malformed file uploads --- .../agenta_backend/routers/testset_router.py | 6 ++- .../components/TestSetTable/TestsetTable.tsx | 2 +- agenta-web/src/lib/helpers/evaluate.ts | 2 +- .../src/lib/helpers/fileManipulations.ts | 46 +++++++++++++++++++ agenta-web/src/lib/helpers/utils.ts | 19 -------- .../[app_id]/testsets/new/upload/index.tsx | 33 ++++++++++--- 6 files changed, 79 insertions(+), 29 deletions(-) create mode 100644 agenta-web/src/lib/helpers/fileManipulations.ts diff --git a/agenta-backend/agenta_backend/routers/testset_router.py b/agenta-backend/agenta_backend/routers/testset_router.py index 21e4ff37c5..9be1a8c71a 100644 --- a/agenta-backend/agenta_backend/routers/testset_router.py +++ b/agenta-backend/agenta_backend/routers/testset_router.py @@ -9,6 +9,7 @@ from fastapi import HTTPException, APIRouter, UploadFile, File, Form, Request from fastapi.responses import JSONResponse +from pydantic import ValidationError from agenta_backend.models.api.testset_model import ( TestSetSimpleResponse, @@ -99,7 +100,10 @@ async def upload_file( document["csvdata"].append(row) user = await get_user(user_uid=user_org_data["uid"]) - testset_instance = TestSetDB(**document, user=user) + try: + testset_instance = TestSetDB(**document, user=user) + except ValidationError as e: + raise HTTPException(status_code=403, detail=e.errors()) result = await engine.save(testset_instance) if isinstance(result.id, ObjectId): diff --git a/agenta-web/src/components/TestSetTable/TestsetTable.tsx b/agenta-web/src/components/TestSetTable/TestsetTable.tsx index db92206959..5deff0c943 100644 --- a/agenta-web/src/components/TestSetTable/TestsetTable.tsx +++ b/agenta-web/src/components/TestSetTable/TestsetTable.tsx @@ -15,7 +15,7 @@ import useStateCallback from "@/hooks/useStateCallback" import {AxiosResponse} from "axios" import EditRowModal from "./EditRowModal" import {getVariantInputParameters} from "@/lib/helpers/variantHelper" -import {convertToCsv, downloadCsv} from "@/lib/helpers/utils" +import {convertToCsv, downloadCsv} from "@/lib/helpers/fileManipulations" import {NoticeType} from "antd/es/message/interface" import {GenericObject, KeyValuePair} from "@/lib/Types" diff --git a/agenta-web/src/lib/helpers/evaluate.ts b/agenta-web/src/lib/helpers/evaluate.ts index 2bd824aebf..5311b1e7c2 100644 --- a/agenta-web/src/lib/helpers/evaluate.ts +++ b/agenta-web/src/lib/helpers/evaluate.ts @@ -1,6 +1,6 @@ import {HumanEvaluationListTableDataType} from "@/components/Evaluations/HumanEvaluationResult" import {Evaluation, GenericObject, Variant} from "../Types" -import {convertToCsv, downloadCsv} from "./utils" +import {convertToCsv, downloadCsv} from "./fileManipulations" export const exportExactEvaluationData = (evaluation: Evaluation, rows: GenericObject[]) => { const exportRow = rows.map((data, ix) => { diff --git a/agenta-web/src/lib/helpers/fileManipulations.ts b/agenta-web/src/lib/helpers/fileManipulations.ts new file mode 100644 index 0000000000..d4434e6200 --- /dev/null +++ b/agenta-web/src/lib/helpers/fileManipulations.ts @@ -0,0 +1,46 @@ +import Papa from "papaparse" +import {GenericObject} from "../Types" + +export const convertToCsv = (rows: GenericObject[], header: string[]) => { + return Papa.unparse({fields: header.filter((item) => !!item), data: rows}) +} + +export const downloadCsv = (csvContent: string, filename: string): void => { + if (typeof window === "undefined") return + + const blob = new Blob([csvContent], {type: "text/csv"}) + const link = document.createElement("a") + link.href = URL.createObjectURL(blob) + link.download = filename + document.body.appendChild(link) + link.click() + document.body.removeChild(link) +} + +export const isValidCSVFile = (file: File) => { + return new Promise((res) => { + Papa.parse(file, { + complete: (results) => { + res(results.errors.length === 0) + }, + error: () => { + res(false) + }, + }) + }) +} + +export const isValidJSONFile = (file: File) => { + return new Promise((res) => { + const reader = new FileReader() + reader.onload = (e) => { + try { + JSON.parse(e.target?.result as string) + res(true) + } catch (e) { + res(false) + } + } + reader.readAsText(file) + }) +} diff --git a/agenta-web/src/lib/helpers/utils.ts b/agenta-web/src/lib/helpers/utils.ts index 25442d9d20..496d376dc4 100644 --- a/agenta-web/src/lib/helpers/utils.ts +++ b/agenta-web/src/lib/helpers/utils.ts @@ -1,7 +1,6 @@ import dynamic from "next/dynamic" import {EvaluationType} from "../enums" import {GenericObject} from "../Types" -import Papa from "papaparse" const llmAvailableProvidersToken = "llmAvailableProvidersToken" @@ -139,24 +138,6 @@ export const isAppNameInputValid = (input: string) => { return /^[a-zA-Z0-9_-]+$/.test(input) } -type RowType = Record - -export const convertToCsv = (rows: RowType[], header: string[]) => { - return Papa.unparse({fields: header.filter((item) => !!item), data: rows}) -} - -export const downloadCsv = (csvContent: string, filename: string): void => { - if (typeof window === "undefined") return - - const blob = new Blob([csvContent], {type: "text/csv"}) - const link = document.createElement("a") - link.href = URL.createObjectURL(blob) - link.download = filename - document.body.appendChild(link) - link.click() - document.body.removeChild(link) -} - export const delay = (ms: number) => new Promise((res) => setTimeout(res, ms)) export const snakeToCamel = (str: string) => diff --git a/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx b/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx index 4092746fe6..9ff1727717 100644 --- a/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx +++ b/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx @@ -4,6 +4,9 @@ import {useState} from "react" import axios from "@/lib/helpers/axiosConfig" import {useRouter} from "next/router" import {createUseStyles} from "react-jss" +import {isValidCSVFile, isValidJSONFile} from "@/lib/helpers/fileManipulations" +import {GenericObject} from "@/lib/Types" +import {globalErrorHandler} from "@/lib/helpers/errorHandler" const useStyles = createUseStyles({ fileFormatBtn: { @@ -32,16 +35,21 @@ export default function AddANewTestset() { const onFinish = async (values: any) => { const {file} = values - - if (!values.file) { - message.error("Please select a file to upload") - return - } + const fileObj = file[0].originFileObj + const malformedFileError = `The file you uploaded is either malformed or is not a valid ${uploadType} file` if (file && file.length > 0 && uploadType) { + const isValidFile = await (uploadType == "CSV" + ? isValidCSVFile(fileObj) + : isValidJSONFile(fileObj)) + if (!isValidFile) { + message.error(malformedFileError) + return + } + const formData = new FormData() formData.append("upload_type", uploadType) - formData.append("file", file[0].originFileObj) + formData.append("file", fileObj) if (values.testsetName && values.testsetName.trim() !== "") { formData.append("testset_name", values.testsetName) } @@ -57,10 +65,20 @@ export default function AddANewTestset() { headers: { "Content-Type": "multipart/form-data", }, + //@ts-ignore + _ignoreError: true, }, ) form.resetFields() router.push(`/apps/${appId}/testsets`) + } catch (e: any) { + if ( + e?.response?.data?.detail?.find( + (item: GenericObject) => item?.loc?.includes("csvdata"), + ) + ) + message.error(malformedFileError) + else globalErrorHandler(e) } finally { setUploadLoading(false) } @@ -156,6 +174,7 @@ export default function AddANewTestset() { valuePropName="fileList" getValueFromEvent={(e) => e.fileList} label="Test set source" + rules={[{required: true}]} > - From 82571a9d492341ee96d27372faee48b24a7775ac Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Fri, 1 Dec 2023 07:05:28 +0100 Subject: [PATCH 63/99] feat: remove variant in Tab view --- .../src/components/Playground/Playground.tsx | 14 +++++++++++--- .../src/components/Playground/ViewNavigation.tsx | 3 +++ .../components/Playground/Views/ParametersView.tsx | 7 ++++++- 3 files changed, 20 insertions(+), 4 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index 13630e8e25..a72ca4aecb 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -10,7 +10,7 @@ import {useQueryParam} from "@/hooks/useQuery" import AlertPopup from "../AlertPopup/AlertPopup" import useBlockNavigation from "@/hooks/useBlockNavigation" import type {DragEndEvent} from "@dnd-kit/core" -import {DndContext, DragOverlay, PointerSensor, useSensor} from "@dnd-kit/core" +import {DndContext, PointerSensor, useSensor} from "@dnd-kit/core" import {arrayMove, SortableContext, horizontalListSortingStrategy} from "@dnd-kit/sortable" import DraggableTabNode from "../DraggableTabNode/DraggableTabNode" import {useLocalStorage} from "usehooks-ts" @@ -30,6 +30,7 @@ const Playground: React.FC = () => { const variantHelpers = useRef<{[name: string]: {save: Function; delete: Function}}>({}) const sensor = useSensor(PointerSensor, {activationConstraint: {distance: 50}}) // Initializes a PointerSensor with a specified activation distance. const [compareMode, setCompareMode] = useLocalStorage("compareMode", false) + const tabID = useRef("") const addTab = () => { // Find the template variant @@ -88,7 +89,13 @@ const Playground: React.FC = () => { if (newVariants.length > 0) { newActiveKey = newVariants[newVariants.length - 1].variantName } - setVariants(newVariants) + + compareMode + ? setVariants((prevState) => + prevState.filter((variant) => variant.variantId !== tabID.current), + ) + : setVariants(newVariants) + setActiveKey(newActiveKey) setUnsavedVariants((prev) => { const newUnsavedVariants = {...prev} @@ -245,6 +252,7 @@ const Playground: React.FC = () => { setUnsavedVariants((prev) => ({...prev, [variant.variantName]: isDirty})) } getHelpers={(helpers) => (variantHelpers.current[variant.variantName] = helpers)} + tabID={tabID} /> ), closable: !variant.persistent, @@ -309,6 +317,7 @@ const Playground: React.FC = () => { label: `Variant ${variant.variantName}`, children: ( { } export default Playground - diff --git a/agenta-web/src/components/Playground/ViewNavigation.tsx b/agenta-web/src/components/Playground/ViewNavigation.tsx index 51c98ef851..30ab69fed2 100644 --- a/agenta-web/src/components/Playground/ViewNavigation.tsx +++ b/agenta-web/src/components/Playground/ViewNavigation.tsx @@ -26,6 +26,7 @@ interface Props { getHelpers: (helpers: {save: Function; delete: Function}) => void onStateChange: (isDirty: boolean) => void compareMode: boolean + tabID: React.MutableRefObject } const useStyles = createUseStyles({ @@ -46,6 +47,7 @@ const ViewNavigation: React.FC = ({ getHelpers, onStateChange, compareMode, + tabID, }) => { const classes = useStyles() const router = useRouter() @@ -236,6 +238,7 @@ const ViewNavigation: React.FC = ({ onAdd={onAdd} getHelpers={getHelpers} onStateChange={onStateChange} + tabID={tabID} /> diff --git a/agenta-web/src/components/Playground/Views/ParametersView.tsx b/agenta-web/src/components/Playground/Views/ParametersView.tsx index 9e924d68c3..43740f3257 100644 --- a/agenta-web/src/components/Playground/Views/ParametersView.tsx +++ b/agenta-web/src/components/Playground/Views/ParametersView.tsx @@ -28,6 +28,7 @@ interface Props { getHelpers: (helpers: {save: Function; delete: Function}) => void onStateChange: (isDirty: boolean) => void compareMode: boolean + tabID: React.MutableRefObject } const useStyles = createUseStyles({ @@ -66,6 +67,7 @@ const ParametersView: React.FC = ({ getHelpers, onStateChange, compareMode, + tabID, }) => { const classes = useStyles() const [messageApi, contextHolder] = message.useMessage() @@ -169,7 +171,10 @@ const ParametersView: React.FC = ({
{compareMode ? ( -
- - variant.variantName)} - strategy={horizontalListSortingStrategy} - > - {variants.map((variant) => ( - - setUnsavedVariants((prev) => ({ - ...prev, - [variant.variantName]: isDirty, - })) - } - getHelpers={(helpers) => - (variantHelpers.current[ - variant.variantName - ] = helpers) - } - /> - ), - closable: !variant.persistent, - }, - ]} - renderTabBar={(tabBarProps, DefaultTabBar) => ( - - {(node) => ( - - {node} - - )} - - )} - /> - ))} - - +
+ {variants.map((variant, ix) => ( + + ))}
) : ( Date: Fri, 1 Dec 2023 12:24:56 +0100 Subject: [PATCH 67/99] Update - remove params from ag.init --- examples/vision_gpt_explain_image/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/vision_gpt_explain_image/app.py b/examples/vision_gpt_explain_image/app.py index b14901e396..d77ea99bca 100644 --- a/examples/vision_gpt_explain_image/app.py +++ b/examples/vision_gpt_explain_image/app.py @@ -8,7 +8,7 @@ SYSTEM_PROMPT = "You are an expert in reading images you look into details, you answer in accurate language." HUMAN_PROMPT = "Please compare two images" -ag.init(app_name="explain_image", base_name="app") +ag.init() ag.config.default( temperature=ag.FloatParam(0.5, 0, 1), max_tokens=ag.IntParam(300, 1, 4000), From a3ec28fe4fd595a0ff43a3645c2e284fbb56db86 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Fri, 1 Dec 2023 13:34:50 +0100 Subject: [PATCH 68/99] feat: dnd functionality --- .../src/components/Playground/Playground.tsx | 39 ++++++++++++++----- 1 file changed, 29 insertions(+), 10 deletions(-) diff --git a/agenta-web/src/components/Playground/Playground.tsx b/agenta-web/src/components/Playground/Playground.tsx index 8ab9e71424..b472a6e16b 100644 --- a/agenta-web/src/components/Playground/Playground.tsx +++ b/agenta-web/src/components/Playground/Playground.tsx @@ -297,16 +297,35 @@ const Playground: React.FC = () => {
{compareMode ? ( -
- {variants.map((variant, ix) => ( - - ))} +
+ + variant.variantName)} + strategy={horizontalListSortingStrategy} + > + {variants.map((variant, ix) => ( + ( + + {(node) => ( + + {node} + + )} + + )} + /> + ))} + +
) : ( Date: Sat, 2 Dec 2023 02:09:56 +0900 Subject: [PATCH 69/99] fix: parameters bug fix --- agenta-backend/agenta_backend/models/converters.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/models/converters.py b/agenta-backend/agenta_backend/models/converters.py index aca21d24d5..cd93090dda 100644 --- a/agenta-backend/agenta_backend/models/converters.py +++ b/agenta-backend/agenta_backend/models/converters.py @@ -132,7 +132,7 @@ async def app_variant_db_to_output(app_variant_db: AppVariantDB) -> AppVariantOu variant_id=str(app_variant_db.id), user_id=str(app_variant_db.user.id), organization_id=str(app_variant_db.organization.id), - parameters=app_variant_db.parameters, + parameters=app_variant_db.config.parameters, previous_variant_name=app_variant_db.previous_variant_name, base_name=app_variant_db.base_name, base_id=str(app_variant_db.base.id), From 1627bf69f89ef8ff8184e527eb1ecfe1590d09ee Mon Sep 17 00:00:00 2001 From: brock Date: Sat, 2 Dec 2023 02:16:36 +0900 Subject: [PATCH 70/99] fix: parameters bug fix --- agenta-backend/agenta_backend/models/converters.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/models/converters.py b/agenta-backend/agenta_backend/models/converters.py index cd93090dda..add5413dc1 100644 --- a/agenta-backend/agenta_backend/models/converters.py +++ b/agenta-backend/agenta_backend/models/converters.py @@ -107,7 +107,7 @@ def app_variant_db_to_pydantic( app_id=str(app_variant_db.app.id), app_name=app_variant_db.app.app_name, variant_name=app_variant_db.variant_name, - parameters=app_variant_db.parameters, + parameters=app_variant_db.config.parameters, previous_variant_name=app_variant_db.previous_variant_name, organization_id=str(app_variant_db.organization.id), base_name=app_variant_db.base_name, From f4ebb3057e6f053379c53e8333bdffec88b1db54 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Fri, 1 Dec 2023 18:28:00 +0100 Subject: [PATCH 71/99] Update pyproject.toml --- agenta-cli/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-cli/pyproject.toml b/agenta-cli/pyproject.toml index 5204a81193..1b97d985bf 100644 --- a/agenta-cli/pyproject.toml +++ b/agenta-cli/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "agenta" -version = "0.6.0" +version = "0.6.1" description = "The SDK for agenta is an open-source LLMOps platform." readme = "README.md" authors = ["Mahmoud Mabrouk "] From 24f9fe0872eacab86668dd3d139b162b14b87ac7 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 1 Dec 2023 19:06:45 +0100 Subject: [PATCH 72/99] format --- agenta-backend/agenta_backend/__init__.py | 2 +- agenta-cli/agenta/client/client.py | 16 +++++++++++++--- 2 files changed, 14 insertions(+), 4 deletions(-) diff --git a/agenta-backend/agenta_backend/__init__.py b/agenta-backend/agenta_backend/__init__.py index cb43ad6527..6ae4ebe022 100644 --- a/agenta-backend/agenta_backend/__init__.py +++ b/agenta-backend/agenta_backend/__init__.py @@ -3,4 +3,4 @@ if os.environ["FEATURE_FLAG"] in ["cloud"]: import agenta_backend.cloud.__init__ if os.environ["FEATURE_FLAG"] in ["ee"]: - import agenta_backend.ee.__init__ \ No newline at end of file + import agenta_backend.ee.__init__ diff --git a/agenta-cli/agenta/client/client.py b/agenta-cli/agenta/client/client.py index 82f15b82b3..08efceb9c6 100644 --- a/agenta-cli/agenta/client/client.py +++ b/agenta-cli/agenta/client/client.py @@ -100,7 +100,15 @@ def create_new_app(app_name: str, host: str, api_key: str = None) -> str: return response.json()["app_id"] -def add_variant_to_server(app_id: str, base_name: str, image: Image, host: str, api_key: str = None, retries=10, backoff_factor=1) -> Dict: +def add_variant_to_server( + app_id: str, + base_name: str, + image: Image, + host: str, + api_key: str = None, + retries=10, + backoff_factor=1, +) -> Dict: """ Adds a variant to the server with a retry mechanism and a single-line loading state. @@ -144,9 +152,11 @@ def add_variant_to_server(app_id: str, base_name: str, image: Image, host: str, except RequestException as e: print(".", end="", flush=True) if attempt < retries - 1: - time.sleep(backoff_factor * (2 ** attempt)) + time.sleep(backoff_factor * (2**attempt)) else: - raise APIRequestError(f"Request to app_variant endpoint failed with status code {response.status_code} and error message: {e}.") + raise APIRequestError( + f"Request to app_variant endpoint failed with status code {response.status_code} and error message: {e}." + ) except Exception as e: raise APIRequestError(f"\nAn unexpected error occurred: {e}") From 02cc5357ca7b64f3dfca204f518e8e15e3c6d068 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 1 Dec 2023 19:30:52 +0100 Subject: [PATCH 73/99] replace prints with click echo --- agenta-cli/agenta/client/client.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/agenta-cli/agenta/client/client.py b/agenta-cli/agenta/client/client.py index 08efceb9c6..ce21a151d5 100644 --- a/agenta-cli/agenta/client/client.py +++ b/agenta-cli/agenta/client/client.py @@ -1,6 +1,7 @@ from typing import Dict, Any, Optional import os import time +import click from pathlib import Path from typing import List, Optional, Dict, Any @@ -136,7 +137,7 @@ def add_variant_to_server( "tags": image.tags, } - print(f"Waiting for the variant to be ready", end="", flush=True) + click.echo(click.style("Waiting for the variant to be ready", fg="yellow"), nl=False) for attempt in range(retries): try: @@ -147,18 +148,18 @@ def add_variant_to_server( timeout=600, ) response.raise_for_status() - print("\nVariant added successfully.") + click.echo(click.style("\nVariant added successfully.", fg="green")) return response.json() except RequestException as e: - print(".", end="", flush=True) if attempt < retries - 1: + click.echo(click.style(".", fg="yellow"), nl=False) time.sleep(backoff_factor * (2**attempt)) else: raise APIRequestError( - f"Request to app_variant endpoint failed with status code {response.status_code} and error message: {e}." + click.style(f"\nRequest to app_variant endpoint failed with status code {response.status_code} and error message: {e}.", fg="red") ) except Exception as e: - raise APIRequestError(f"\nAn unexpected error occurred: {e}") + raise APIRequestError(click.style(f"\nAn unexpected error occurred: {e}", fg="red")) def start_variant( From 0f9350bf1c6de019a8759a68393d7275e30566f6 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Fri, 1 Dec 2023 19:31:10 +0100 Subject: [PATCH 74/99] format --- agenta-cli/agenta/client/client.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/agenta-cli/agenta/client/client.py b/agenta-cli/agenta/client/client.py index ce21a151d5..0ca20301ef 100644 --- a/agenta-cli/agenta/client/client.py +++ b/agenta-cli/agenta/client/client.py @@ -137,7 +137,9 @@ def add_variant_to_server( "tags": image.tags, } - click.echo(click.style("Waiting for the variant to be ready", fg="yellow"), nl=False) + click.echo( + click.style("Waiting for the variant to be ready", fg="yellow"), nl=False + ) for attempt in range(retries): try: @@ -156,10 +158,15 @@ def add_variant_to_server( time.sleep(backoff_factor * (2**attempt)) else: raise APIRequestError( - click.style(f"\nRequest to app_variant endpoint failed with status code {response.status_code} and error message: {e}.", fg="red") + click.style( + f"\nRequest to app_variant endpoint failed with status code {response.status_code} and error message: {e}.", + fg="red", + ) ) except Exception as e: - raise APIRequestError(click.style(f"\nAn unexpected error occurred: {e}", fg="red")) + raise APIRequestError( + click.style(f"\nAn unexpected error occurred: {e}", fg="red") + ) def start_variant( From 8471a045195584ae5f3e1190882d20235f78c98c Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Fri, 1 Dec 2023 20:01:53 +0100 Subject: [PATCH 75/99] format fix --- .../components/AppSelector/modals/CreateAppStatusModal.tsx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx index cb165d4b04..3a7d655407 100644 --- a/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx +++ b/agenta-web/src/components/AppSelector/modals/CreateAppStatusModal.tsx @@ -196,8 +196,8 @@ const CreateAppStatusModal: React.FC> type === "success" ? "success" : type === "error" - ? "danger" - : "secondary" + ? "danger" + : "secondary" } strong={Object.keys(messages)[ix] === "success"} > From 024427fe6acab056c22d987b9d4bdac1326d0b95 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 3 Dec 2023 16:40:49 +0100 Subject: [PATCH 76/99] fix env bug --- agenta-backend/agenta_backend/routers/app_router.py | 4 ++-- agenta-backend/agenta_backend/services/app_manager.py | 4 +++- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/agenta-backend/agenta_backend/routers/app_router.py b/agenta-backend/agenta_backend/routers/app_router.py index fcada15d68..b687d2c305 100644 --- a/agenta-backend/agenta_backend/routers/app_router.py +++ b/agenta-backend/agenta_backend/routers/app_router.py @@ -362,10 +362,10 @@ async def create_app_and_variant_from_template( app=app, variant_name="app.default", docker_id_or_template_uri=template_db.template_uri - if os.environ["FEATURE_FLAG"] in ["cloud"] + if os.environ["FEATURE_FLAG"] in ["cloud", "ee"] else template_db.digest, tags=f"{image_name}" - if os.environ["FEATURE_FLAG"] not in ["cloud"] + if os.environ["FEATURE_FLAG"] not in ["cloud", "ee"] else None, base_name="app", config_name="default", diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index 3d5e338b6d..21caa5201d 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -86,6 +86,8 @@ async def start_variant( str(db_app_variant.user.uid), expiration_date=None, hidden=True ) env_vars.update({"AGENTA_API_KEY": api_key}) + print("start_variant ---- db_app_variant") + print(db_app_variant) deployment = await deployment_manager.start_service( app_variant_db=db_app_variant, env_vars=env_vars ) @@ -379,7 +381,7 @@ async def add_variant_based_on_image( ): raise ValueError("App variant or image is None") - if os.environ["FEATURE_FLAG"] not in ["cloud"]: + if os.environ["FEATURE_FLAG"] not in ["cloud", "ee"]: if tags in [None, ""]: raise ValueError("OSS: Tags is None") From d17285e4339b6eb1632e33fad772ebf367afb065 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Sun, 3 Dec 2023 16:59:12 +0100 Subject: [PATCH 77/99] remvoe prints --- agenta-backend/agenta_backend/services/app_manager.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index 21caa5201d..2a27a2abb1 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -86,8 +86,6 @@ async def start_variant( str(db_app_variant.user.uid), expiration_date=None, hidden=True ) env_vars.update({"AGENTA_API_KEY": api_key}) - print("start_variant ---- db_app_variant") - print(db_app_variant) deployment = await deployment_manager.start_service( app_variant_db=db_app_variant, env_vars=env_vars ) From 9e5a35a3963655dce3067190619e3c9133019661 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Tue, 5 Dec 2023 10:15:21 +0100 Subject: [PATCH 78/99] same as https://github.com/Agenta-AI/agenta/pull/949/files --- agenta-cli/agenta/__init__.py | 1 + agenta-cli/agenta/sdk/__init__.py | 1 + agenta-cli/agenta/sdk/agenta_decorator.py | 8 ++++++++ agenta-cli/agenta/sdk/types.py | 8 +++++++- agenta-cli/pyproject.toml | 2 +- 5 files changed, 18 insertions(+), 2 deletions(-) diff --git a/agenta-cli/agenta/__init__.py b/agenta-cli/agenta/__init__.py index 8ab228be22..b73eb24d60 100644 --- a/agenta-cli/agenta/__init__.py +++ b/agenta-cli/agenta/__init__.py @@ -9,6 +9,7 @@ MultipleChoiceParam, MessagesInput, TextParam, + FileInputURL, ) from .sdk.utils.preinit import PreInitObject from .sdk.agenta_init import Config, init diff --git a/agenta-cli/agenta/sdk/__init__.py b/agenta-cli/agenta/sdk/__init__.py index 4b4cdc6fe9..b10b8c1e17 100644 --- a/agenta-cli/agenta/sdk/__init__.py +++ b/agenta-cli/agenta/sdk/__init__.py @@ -11,6 +11,7 @@ MultipleChoiceParam, TextParam, MessagesInput, + FileInputURL, ) from .agenta_init import Config, init diff --git a/agenta-cli/agenta/sdk/agenta_decorator.py b/agenta-cli/agenta/sdk/agenta_decorator.py index 3d61765d8c..e132b084a1 100644 --- a/agenta-cli/agenta/sdk/agenta_decorator.py +++ b/agenta-cli/agenta/sdk/agenta_decorator.py @@ -25,6 +25,7 @@ MultipleChoiceParam, TextParam, MessagesInput, + FileInputURL, ) app = FastAPI() @@ -314,6 +315,7 @@ def override_schema(openapi_schema: dict, func_name: str, endpoint: str, params: - The min and max values for each IntParam instance - The default value for DictInput instance - The default value for MessagesParam instance + - The default value for FileInputURL instance - ... [PLEASE ADD AT EACH CHANGE] Args: @@ -380,3 +382,9 @@ def find_in_schema(schema: dict, param_name: str, xparam: str): ): subschema = find_in_schema(schema_to_override, param_name, "messages") subschema["default"] = param_val.default + if ( + isinstance(param_val, inspect.Parameter) + and param_val.annotation is FileInputURL + ): + subschema = find_in_schema(schema_to_override, param_name, "file_url") + subschema["default"] = "https://example.com" diff --git a/agenta-cli/agenta/sdk/types.py b/agenta-cli/agenta/sdk/types.py index 080eb9d8fd..8c22032bf8 100644 --- a/agenta-cli/agenta/sdk/types.py +++ b/agenta-cli/agenta/sdk/types.py @@ -1,7 +1,7 @@ import json from typing import Any, Dict, List -from pydantic import BaseModel, Extra +from pydantic import BaseModel, Extra, HttpUrl class InFile: @@ -125,6 +125,12 @@ def __modify_schema__(cls, field_schema: dict[str, Any]): field_schema.update({"x-parameter": "messages", "type": "array"}) +class FileInputURL(HttpUrl): + @classmethod + def __modify_schema__(cls, field_schema: Dict[str, Any]) -> None: + field_schema.update({"x-parameter": "file_url", "type": "string"}) + + class Context(BaseModel): class Config: extra = Extra.allow diff --git a/agenta-cli/pyproject.toml b/agenta-cli/pyproject.toml index 1b97d985bf..c956362390 100644 --- a/agenta-cli/pyproject.toml +++ b/agenta-cli/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "agenta" -version = "0.6.1" +version = "0.6.2" description = "The SDK for agenta is an open-source LLMOps platform." readme = "README.md" authors = ["Mahmoud Mabrouk "] From a3fcf464852d6e3b493172758683543a5206ae4c Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 5 Dec 2023 11:13:23 +0100 Subject: [PATCH 79/99] exclude failing tests --- agenta-web/cypress.config.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/agenta-web/cypress.config.ts b/agenta-web/cypress.config.ts index 6824bd5527..264a79bf05 100644 --- a/agenta-web/cypress.config.ts +++ b/agenta-web/cypress.config.ts @@ -11,6 +11,7 @@ export default defineConfig({ baseUrl: "http://localhost", defaultCommandTimeout: 30000, requestTimeout: 10000, + specPattern: ["*/e2e/smoke-tests.cy.ts", "*/e2e/app-navigation.cy.ts"], }, env: { baseApiURL: "http://localhost/api", From 4c8dec97449a52f803d55e366b191c4d5c4241af Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 5 Dec 2023 11:53:19 +0100 Subject: [PATCH 80/99] format fix --- .../apps/[app_id]/testsets/new/upload/index.tsx | 16 ++++++---------- 1 file changed, 6 insertions(+), 10 deletions(-) diff --git a/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx b/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx index 3bde8435dc..29f7c47337 100644 --- a/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx +++ b/agenta-web/src/pages/apps/[app_id]/testsets/new/upload/index.tsx @@ -59,17 +59,13 @@ export default function AddANewTestset() { try { setUploadLoading(true) // TODO: move to api.ts - await axios.post( - `${getAgentaApiUrl()}/api/testsets/upload/`, - formData, - { - headers: { - "Content-Type": "multipart/form-data", - }, - //@ts-ignore - _ignoreError: true, + await axios.post(`${getAgentaApiUrl()}/api/testsets/upload/`, formData, { + headers: { + "Content-Type": "multipart/form-data", }, - ) + //@ts-ignore + _ignoreError: true, + }) form.resetFields() router.push(`/apps/${appId}/testsets`) } catch (e: any) { From a1c72251a1165f589562dbb4a7fdfbf62aec95e4 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 5 Dec 2023 14:34:19 +0100 Subject: [PATCH 81/99] default to agentaai/templates_v2 --- agenta-backend/agenta_backend/routers/app_router.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/routers/app_router.py b/agenta-backend/agenta_backend/routers/app_router.py index b687d2c305..b7d7e50cbf 100644 --- a/agenta-backend/agenta_backend/routers/app_router.py +++ b/agenta-backend/agenta_backend/routers/app_router.py @@ -352,7 +352,7 @@ async def create_app_and_variant_from_template( logger.debug("Step 5: Retrieve template from db") template_db = await db_manager.get_template(payload.template_id) - repo_name = os.environ.get("AGENTA_TEMPLATE_REPO", "agentaai/lambda_templates") + repo_name = os.environ.get("AGENTA_TEMPLATE_REPO", "agentaai/templates_v2") image_name = f"{repo_name}:{template_db.name}" logger.debug( From 7133ba6e0a7ca5f033fa6cce90ed8bd11d15b18f Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 5 Dec 2023 15:47:00 +0100 Subject: [PATCH 82/99] fix for oss when hosted --- agenta-backend/agenta_backend/services/app_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index 2a27a2abb1..d20ac81c8d 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -71,7 +71,7 @@ async def start_variant( logger.debug("App name is %s", db_app_variant.app.app_name) # update the env variables domain_name = os.environ.get("DOMAIN_NAME") - if domain_name is None or domain_name == "http://localhost": + if os.environ["FEATURE_FLAG"] in ["oss"]: # in the case of agenta running locally, the containers can access the host machine via this address domain_name = ( "http://host.docker.internal" # unclear why this stopped working From 452532041cce16ec4dd87f205e72e923eb77eed7 Mon Sep 17 00:00:00 2001 From: Akrem Abayed Date: Tue, 5 Dec 2023 15:48:10 +0100 Subject: [PATCH 83/99] revert commit --- agenta-backend/agenta_backend/services/app_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agenta-backend/agenta_backend/services/app_manager.py b/agenta-backend/agenta_backend/services/app_manager.py index d20ac81c8d..2a27a2abb1 100644 --- a/agenta-backend/agenta_backend/services/app_manager.py +++ b/agenta-backend/agenta_backend/services/app_manager.py @@ -71,7 +71,7 @@ async def start_variant( logger.debug("App name is %s", db_app_variant.app.app_name) # update the env variables domain_name = os.environ.get("DOMAIN_NAME") - if os.environ["FEATURE_FLAG"] in ["oss"]: + if domain_name is None or domain_name == "http://localhost": # in the case of agenta running locally, the containers can access the host machine via this address domain_name = ( "http://host.docker.internal" # unclear why this stopped working From 6c5c33fa97d5a435571f3d606698bff077890fa6 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Tue, 5 Dec 2023 16:24:20 +0100 Subject: [PATCH 84/99] feat: improve human eval inputs --- .../EvaluationTable/ABTestingEvaluationTable.tsx | 7 ++++--- .../EvaluationTable/SingleModelEvaluationTable.tsx | 7 ++++--- .../Evaluations/EvaluationCardView/EvaluationInputs.tsx | 9 +++++---- 3 files changed, 13 insertions(+), 10 deletions(-) diff --git a/agenta-web/src/components/EvaluationTable/ABTestingEvaluationTable.tsx b/agenta-web/src/components/EvaluationTable/ABTestingEvaluationTable.tsx index adc4e7ad37..9c05bcca73 100644 --- a/agenta-web/src/components/EvaluationTable/ABTestingEvaluationTable.tsx +++ b/agenta-web/src/components/EvaluationTable/ABTestingEvaluationTable.tsx @@ -140,7 +140,7 @@ const ABTestingEvaluationTable: React.FC = ({ }, [evaluationScenarios]) const handleInputChange = ( - e: React.ChangeEvent, + e: React.ChangeEvent, id: string, inputIndex: number, ) => { @@ -306,7 +306,7 @@ const ABTestingEvaluationTable: React.FC = ({ ), dataIndex: columnKey, key: columnKey, - width: "20%", + width: "25%", render: (text: any, record: ABTestingEvaluationTableRow, rowIndex: number) => { if (text) return text if (record.outputs && record.outputs.length > 0) { @@ -345,7 +345,8 @@ const ABTestingEvaluationTable: React.FC = ({ record.inputs.length && // initial value of inputs is array with 1 element and variantInputs could contain more than 1 element record.inputs.map((input: any, index: number) => (
- handleInputChange(e, record.id, index)} diff --git a/agenta-web/src/components/EvaluationTable/SingleModelEvaluationTable.tsx b/agenta-web/src/components/EvaluationTable/SingleModelEvaluationTable.tsx index 5a1fdaad36..a07a948022 100644 --- a/agenta-web/src/components/EvaluationTable/SingleModelEvaluationTable.tsx +++ b/agenta-web/src/components/EvaluationTable/SingleModelEvaluationTable.tsx @@ -147,7 +147,7 @@ const SingleModelEvaluationTable: React.FC = ({ }, [evaluationStatus, evaluation.id]) const handleInputChange = ( - e: React.ChangeEvent, + e: React.ChangeEvent, id: string, inputIndex: number, ) => { @@ -307,7 +307,7 @@ const SingleModelEvaluationTable: React.FC = ({ ), dataIndex: columnKey, key: columnKey, - width: "20%", + width: "25%", render: (text: any, record: SingleModelEvaluationRow, rowIndex: number) => { if (text) return text if (record.outputs && record.outputs.length > 0) { @@ -346,7 +346,8 @@ const SingleModelEvaluationTable: React.FC = ({ record.inputs.length && // initial value of inputs is array with 1 element and variantInputs could contain more than 1 element record.inputs.map((input: any, index: number) => (
- handleInputChange(e, record.id, index)} diff --git a/agenta-web/src/components/Evaluations/EvaluationCardView/EvaluationInputs.tsx b/agenta-web/src/components/Evaluations/EvaluationCardView/EvaluationInputs.tsx index 09e27dfe0f..1392346622 100644 --- a/agenta-web/src/components/Evaluations/EvaluationCardView/EvaluationInputs.tsx +++ b/agenta-web/src/components/Evaluations/EvaluationCardView/EvaluationInputs.tsx @@ -7,7 +7,7 @@ const useStyles = createUseStyles({ root: { display: "flex", gap: "1rem", - flexWrap: "wrap", + flexDirection: "column", }, inputRow: { display: "flex", @@ -16,8 +16,8 @@ const useStyles = createUseStyles({ "& .ant-typography": { textTransform: "capitalize", }, - "& input": { - width: 200, + "& textarea": { + width: "100%", }, }, }) @@ -35,7 +35,8 @@ const EvaluationInputs: React.FC = ({evaluationScenario, onInputChange}) {evaluationScenario.inputs.map((ip, ix) => (
{ip.input_name}: - onInputChange(e, evaluationScenario.id, ix)} From eafb78996072603425efe8d1c271d7def771df9f Mon Sep 17 00:00:00 2001 From: Nehemiah Onyekachukwu Emmanuel Date: Tue, 5 Dec 2023 17:19:10 +0100 Subject: [PATCH 85/99] properly return variant input names --- agenta-backend/agenta_backend/services/evaluation_service.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/agenta-backend/agenta_backend/services/evaluation_service.py b/agenta-backend/agenta_backend/services/evaluation_service.py index 0b1e062b4b..8f951ab555 100644 --- a/agenta-backend/agenta_backend/services/evaluation_service.py +++ b/agenta-backend/agenta_backend/services/evaluation_service.py @@ -196,6 +196,8 @@ async def prepare_csvdata_and_create_evaluation_scenario( user: The owner of the evaluation scenario app: The app the evaluation is going to belong to """ + + print('payload_inputs', payload_inputs) for datum in csvdata: # Check whether the inputs in the test set match the inputs in the variant From 10c98c3ab7eaaa1b42d9c65a10bcaac5b3c5a764 Mon Sep 17 00:00:00 2001 From: Nehemiah Onyekachukwu Emmanuel Date: Tue, 5 Dec 2023 17:21:26 +0100 Subject: [PATCH 86/99] properly return variant input names --- agenta-backend/agenta_backend/services/evaluation_service.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/agenta-backend/agenta_backend/services/evaluation_service.py b/agenta-backend/agenta_backend/services/evaluation_service.py index 0b1e062b4b..67ad49e8e5 100644 --- a/agenta-backend/agenta_backend/services/evaluation_service.py +++ b/agenta-backend/agenta_backend/services/evaluation_service.py @@ -190,7 +190,7 @@ async def prepare_csvdata_and_create_evaluation_scenario( Args: csvdata: A list of dictionaries representing the CSV data. - inputs: A list of strings representing the names of the inputs in the variant. + payload_inputs: A list of strings representing the names of the inputs in the variant. evaluation_type: The type of evaluation new_evaluation: The instance of EvaluationDB user: The owner of the evaluation scenario @@ -208,7 +208,7 @@ async def prepare_csvdata_and_create_evaluation_scenario( await engine.delete(new_evaluation) msg = f""" Columns in the test set should match the names of the inputs in the variant. - Inputs names in variant are: {inputs} while + Inputs names in variant are: {[variant_input for variant_input in payload_inputs]} while columns in test set are: {[col for col in datum.keys() if col != 'correct_answer']} """ raise HTTPException( From f693ca86058586f9516e435aa0d9cccb1c91fed7 Mon Sep 17 00:00:00 2001 From: Nehemiah Onyekachukwu Emmanuel Date: Tue, 5 Dec 2023 17:24:56 +0100 Subject: [PATCH 87/99] remove debug print statement --- agenta-backend/agenta_backend/services/evaluation_service.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/agenta-backend/agenta_backend/services/evaluation_service.py b/agenta-backend/agenta_backend/services/evaluation_service.py index 50d9d5a2dc..67ad49e8e5 100644 --- a/agenta-backend/agenta_backend/services/evaluation_service.py +++ b/agenta-backend/agenta_backend/services/evaluation_service.py @@ -196,8 +196,6 @@ async def prepare_csvdata_and_create_evaluation_scenario( user: The owner of the evaluation scenario app: The app the evaluation is going to belong to """ - - print('payload_inputs', payload_inputs) for datum in csvdata: # Check whether the inputs in the test set match the inputs in the variant From 658313d05c61db0931091444750d025248ce7c78 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Tue, 5 Dec 2023 20:00:48 +0100 Subject: [PATCH 88/99] Update environment variables in docker-compose.yml --- docker-compose.gh.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/docker-compose.gh.yml b/docker-compose.gh.yml index d5c0fabad9..35e3642b42 100644 --- a/docker-compose.gh.yml +++ b/docker-compose.gh.yml @@ -16,10 +16,13 @@ services: environment: - MONGODB_URI=mongodb://username:password@mongo:27017 - REDIS_URL=redis://redis:6379/0 - - ENVIRONMENT=development + - ENVIRONMENT=production + - DATABASE_MODE=v2 + - FEATURE_FLAG=oss + - AGENTA_TEMPLATE_REPO=agentaai/templates_v2 + - POSTHOG_API_KEY=phc_hmVSxIjTW1REBHXgj2aw4HW9X6CXb6FzerBgP9XenC7 - BARE_DOMAIN_NAME=${BARE_DOMAIN_NAME:-localhost} - DOMAIN_NAME=${DOMAIN_NAME:-http://localhost} - - FEATURE_FLAG=oss command: [ "uvicorn", From f195f7e539fe9a2db7a88b84c4cf2c3589a95170 Mon Sep 17 00:00:00 2001 From: Kaosiso Ezealigo Date: Wed, 6 Dec 2023 12:33:03 +0100 Subject: [PATCH 89/99] fix: run all func --- .../src/components/Playground/Views/TestView.tsx | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/agenta-web/src/components/Playground/Views/TestView.tsx b/agenta-web/src/components/Playground/Views/TestView.tsx index ba34c49c78..3244a70240 100644 --- a/agenta-web/src/components/Playground/Views/TestView.tsx +++ b/agenta-web/src/components/Playground/Views/TestView.tsx @@ -1,9 +1,9 @@ -import React, {useState} from "react" +import React, {useEffect, useState} from "react" import {Button, Input, Card, Row, Col, Space} from "antd" import {CaretRightOutlined, PlusOutlined} from "@ant-design/icons" import {callVariant} from "@/lib/services/api" import {ChatMessage, ChatRole, GenericObject, Parameter, Variant} from "@/lib/Types" -import {randString, removeKeys, renameVariables, safeParse} from "@/lib/helpers/utils" +import {randString, removeKeys, renameVariables} from "@/lib/helpers/utils" import LoadTestsModal from "../LoadTestsModal" import AddToTestSetDrawer from "../AddToTestSetDrawer/AddToTestSetDrawer" import {DeleteOutlined} from "@ant-design/icons" @@ -210,6 +210,15 @@ const App: React.FC = ({inputParams, optParams, variant, isChatVa const [params, setParams] = useState | null>(null) const classes = useStylesApp() + useEffect(() => { + setResultsList((prevResultsList) => { + const newResultsList = testList.map((_, index) => { + return index < prevResultsList.length ? prevResultsList[index] : "" + }) + return newResultsList + }) + }, [testList]) + const setResultForIndex = (value: string, index: number) => { if (isChatVariant) { setTestList((prevState) => From feca483df0a5c263f476f2d301a309f3dd30c21a Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 15:04:17 +0100 Subject: [PATCH 90/99] remove localhost:3000 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aa949e6a2d..4518faa4e7 100644 --- a/README.md +++ b/README.md @@ -199,7 +199,7 @@ def generate( Screenshot 2023-06-19 at 15 58 34 -**3. Go to agenta at localhost:3000** +**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.
From 0f372206e5bfd9b33755ba36e88e10b0e325a4b9 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 15:37:13 +0100 Subject: [PATCH 91/99] Documentation edits made through Mintlify web editor --- docs/quickstart/introduction.mdx | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/docs/quickstart/introduction.mdx b/docs/quickstart/introduction.mdx index e7e7b29973..68a3a6bb8b 100644 --- a/docs/quickstart/introduction.mdx +++ b/docs/quickstart/introduction.mdx @@ -5,15 +5,20 @@ description: 'The open source end-to-end LLMOps platform.' -Agenta is an open-source end-to-end platform for productionizing complex Large Language Model applications (LLM apps). With agenta, you can: +Agenta is an open-source end-to-end platform that helps **developers** and **product teams** build and maintain robust AI applications powered with Large Language Models (LLMs). . -1. Quickly **experiment** and version prompts, parameters and complex strategies (in-context learning with embeddings, agents, custom business logic...) -2. **Collaborate with domain experts** for prompt engineering and evaluation -3. Systematically **evaluate your LLM apps** -4. **Deploy** your application in one-click +With agenta, you can: -Agenta does not impose any restrictions on your choice of framework, library, or model. It's compatible with **langchain**, **llama_index**, the **Openai SDK**, and more. You can use open-source models like **Llama2** or any other model you have access to, such as **Cohere**, **OpenAI**, **Google Bart**, and more. +1. Quickly **experiment** and **compare** prompts, configurations and complex pipelines (chains, Retrieval Augmented Generation (RAG), agents...) +2. Quickly **create test sets** and **golden datasets** for evaluation +3. **Evaluate** your applications with pre-existing or **custom Evaluators** +4. **Annotate** and **A/B test** your applications with human feedback +5. **Collaborate with product teams** for prompt engineering and evaluation +6. **Deploy** your application in one-click in the UI, through CLI, or through github workflows. +Agenta focuses on increasing the speed of the development cycle of LLM applications by increasing the speed of iteration. + +Agenta integrates with all frameworks and model providers in the ecosystem, such as [Langchain](https://langchain.com), [LlamaIndex](https://www.llamaindex.ai/), [OpenAI](https://openai.com), [Cohere](https://cohere.ai), [Mistral](https://mistral.ai/), [Huggingface](https://huggingface.co/), and self-hosted open source LLMs such as the one served using [vLLM](https://github.com/vllm-project/vllm) ## Overview of agenta From abf71fb8959dfd9f46fcef48973d7e722d9f78f8 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 16:51:21 +0100 Subject: [PATCH 92/99] Documentation edits made through Mintlify web editor --- docs/learn/the_llmops_workflow.mdx | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 docs/learn/the_llmops_workflow.mdx diff --git a/docs/learn/the_llmops_workflow.mdx b/docs/learn/the_llmops_workflow.mdx new file mode 100644 index 0000000000..db1e17be5d --- /dev/null +++ b/docs/learn/the_llmops_workflow.mdx @@ -0,0 +1,18 @@ +--- +title: 'The LLMOps Workflow' +description: 'How the best teams build robust LLM applications.' +--- + + +## The Difference between AI Applications and Traditional Software + +Building AI applications powered with Large Language Models is very different than building traditional software. Traditional software is deterministic, running the command in python `1+1` will always return 2. However if we were to create a prompt asking about the result of `1+1` the result could be anything from `2`, `the answer is two`, `two`, or `I am an Large Language Model and I cannot answer mathematical question`. + +The main issue is that at the moment of designining the software, we have no idea how the LLM would respond to the question. The only way to know is to test the prompt. + +As a result, building AI applications is an **iterative process**. + +## The LLMOps Workflow + + + From 7bb3a89cc21d9d50b1f68d6feaaee2002572a31d Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 16:51:46 +0100 Subject: [PATCH 93/99] Add SDK documentation for creating custom applications --- ...o-use-sdk-to-create-custom-application.mdx | 22 ++++++++++++++++++ .../learning/llmops_lifecycle_darkbg.png | Bin 0 -> 458771 bytes .../learning/llmops_lifecycle_whitebg.png | Bin 0 -> 434267 bytes 3 files changed, 22 insertions(+) create mode 100644 docs/howto/how-to-use-sdk-to-create-custom-application.mdx create mode 100644 docs/images/learning/llmops_lifecycle_darkbg.png create mode 100644 docs/images/learning/llmops_lifecycle_whitebg.png diff --git a/docs/howto/how-to-use-sdk-to-create-custom-application.mdx b/docs/howto/how-to-use-sdk-to-create-custom-application.mdx new file mode 100644 index 0000000000..51d28f9876 --- /dev/null +++ b/docs/howto/how-to-use-sdk-to-create-custom-application.mdx @@ -0,0 +1,22 @@ +--- +title: Use the SDK to Create Custom Application +--- + +Agenta enables to experiment with the prompts and parameters for any custom application independent from the framework (langchain, llama_index, griptape..), the LLM model provider (OpenAI, HuggingFace, Self-hoster model) or the application logic. + + +The Agenta SDK is a wrapper around FastAPI. It does two things: + +1. It allows you to create custom playgrounds connected to your data + +2. It takes cares of setting and loading the configuration for your application. + + +The main idea about the SDK that an LLM application has two parts - the inputs and the configuration . The inputs are the inputs given by the user, these could be a message in the case of a chat application, a long text in the case of a summarization applicatoin. + +The configuration are all the parameters that you need to iterate on. For example, the prompt(s), the LLM model, the temperature. In the case of a RAG pipeline, these would include in addition the chunking strategy, the type of embedding. + +The idea behind agenta is that you specify in the code the configuration for your application. Then, you work in the playground on this configuration until finding a good one, which you save. 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z^hGh1{3aW_ITO`Jt$3U9blVa24z8U6QD0{GtZ`$Ry|3rm9W4s7Wsw=9&4Rqoy1a<` zE8pvT_3U{wmgIClTw&(qQ*(!$dg>F#x5qmj$Ms5d4mL%4=RXD>sXgXSe_DIWmx03A zc|W!OG@{-TF7jV&*k9+isNI5BJ&0`^?X4BVQ?wK}IJ8~l4KLrFRa&fQj8zqm$L`;B zV7)CaWzj(ivLo#s>nrBeKPgfbs3 z|Bm+W^7n+^G+a+_FgPDdGm(jkiVMXG1hJp8@*6&s{b^LNE4nRkmim=i+wSRR}SimTFUiZ&HZ;ODKEnO*3r#yJ?N z$&~15WfYx7brqqw%uDGTGo01SBt*I9ocW*A8fB9Awbg1C$1uyibu{#;In^>{aj;e> z6x`V1Fz9A%!a>=`{Oo#B-`5}XNlumg_wU=<ZLbLCc;~bAlil`~$_3edlN))T=o&af^Tv z8XNbWD!e%*XYkt9 zLiL1F9pTP`U0iv-!=Ho-V<)>M7wMZC0-j?{4mI`-eZ8I_uSclo9WSyDTEH{xq~P`vlk3*K^&u*uOdYBZr1#(%*D_!dIt+ z^}K4DuVfC^>`~D5AEwjCQ-r=3W10tq4{)|H}g@sAHdu-hCFm@gTqL z3Ox(f8+oJf@oli$@h>K}hY_sZxyv_ig?z_p<@{|5ww`~QIO{|gY%i`$dJN6i?hRDWy& O|D+}4FQ$v@-T6OLK5&Qt literal 0 HcmV?d00001 From 4ddf11263371fb7582037034dc3392dca5a7dc17 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 18:30:41 +0100 Subject: [PATCH 95/99] Documentation edits made through Mintlify web editor --- docs/learn/llm_app_architectures.mdx | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100644 docs/learn/llm_app_architectures.mdx diff --git a/docs/learn/llm_app_architectures.mdx b/docs/learn/llm_app_architectures.mdx new file mode 100644 index 0000000000..6e4e48169a --- /dev/null +++ b/docs/learn/llm_app_architectures.mdx @@ -0,0 +1,26 @@ +--- +title: 'LLM App Architectures' +description: 'The different types of LLM applications.' +--- + + +There are multitude of architectures or pipelines for LLM applications. We discuss here the main ones. + +## The Single Prompt Architecture + +This architecture is the simplest. The LLM application is a simple wrapper around one prompt / LLM call. + +In agenta you can [create such LLM apps from the UI](/quickstart/getting-started-ui). You can use your own code in case that your model is not supported (or you would like to add some custom logic for pre-processing or post-processing the inputs). + + + + + +## The Chain-of-prompt Architecture + + +## The Retrieval Augment Generation Architecture + +## The Agent architecture + +## Chat vs. Flow \ No newline at end of file From 6ccd2063bdf017579aadd0ffc73b3d618dca9110 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 18:52:10 +0100 Subject: [PATCH 96/99] Add chain-of-prompts_dark.png and chain-of-prompts_light.png images --- docs/images/learning/chain-of-prompts_dark.png | Bin 0 -> 545204 bytes .../images/learning/chain-of-prompts_light.png | Bin 0 -> 595574 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/images/learning/chain-of-prompts_dark.png create mode 100644 docs/images/learning/chain-of-prompts_light.png diff --git a/docs/images/learning/chain-of-prompts_dark.png b/docs/images/learning/chain-of-prompts_dark.png 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zRfh(K#?S*NA}x<{2q*wKj7%&TjQI@{KSyc_;*w?wV^mImDx!=-Hw#A%liRuUl`hx~ z2U-`w+B0Wra1U0yL9Y40DPcK(sSq}&fgPJ5YETsBXNbk+5WgHyPk2%@%?rZ8VhbGt ZfU#&!jnw Date: Wed, 6 Dec 2023 18:55:25 +0100 Subject: [PATCH 97/99] Documentation edits made through Mintlify web editor --- docs/learn/llm_app_architectures.mdx | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/learn/llm_app_architectures.mdx b/docs/learn/llm_app_architectures.mdx index 6e4e48169a..2d7f75316b 100644 --- a/docs/learn/llm_app_architectures.mdx +++ b/docs/learn/llm_app_architectures.mdx @@ -18,6 +18,12 @@ In agenta you can [create such LLM apps from the UI](/quickstart/getting-started ## The Chain-of-prompt Architecture +The chain of prompt architecture as its name suggest is based on calling an LLM and then injecting the output into a second call as shown in the figure. + +
    + + +
    ## The Retrieval Augment Generation Architecture From e64e8b7a8942b905c91cfa428ed81dd59841b3ed Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 18:58:32 +0100 Subject: [PATCH 98/99] Documentation edits made through Mintlify web editor --- docs/learn/llm_app_architectures.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/learn/llm_app_architectures.mdx b/docs/learn/llm_app_architectures.mdx index 2d7f75316b..f67b42ca76 100644 --- a/docs/learn/llm_app_architectures.mdx +++ b/docs/learn/llm_app_architectures.mdx @@ -10,7 +10,7 @@ There are multitude of architectures or pipelines for LLM applications. We discu This architecture is the simplest. The LLM application is a simple wrapper around one prompt / LLM call. -In agenta you can [create such LLM apps from the UI](/quickstart/getting-started-ui). You can use your own code in case that your model is not supported (or you would like to add some custom logic for pre-processing or post-processing the inputs). +In agenta you can [create such LLM apps from the UI](/quickstart/getting-started-ui). Or you can [use your own code](quickstart/getting-started-code) in case that your [model is not supported](tutorials/deploy-mistral-model) (or you would like to add some custom logic for pre-processing or post-processing the inputs). From 8970ae7e7ae2edc828eec716d2fdc5f78c935343 Mon Sep 17 00:00:00 2001 From: Mahmoud Mabrouk Date: Wed, 6 Dec 2023 23:01:46 +0100 Subject: [PATCH 99/99] Add LLMOps workflow documentation --- docs/learn/prompt_engineering.mdx | 0 docs/learn/the_llmops_workflow.mdx | 19 +++++++++++++++++++ 2 files changed, 19 insertions(+) create mode 100644 docs/learn/prompt_engineering.mdx diff --git a/docs/learn/prompt_engineering.mdx b/docs/learn/prompt_engineering.mdx new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/learn/the_llmops_workflow.mdx b/docs/learn/the_llmops_workflow.mdx index db1e17be5d..405a340289 100644 --- a/docs/learn/the_llmops_workflow.mdx +++ b/docs/learn/the_llmops_workflow.mdx @@ -16,3 +16,22 @@ As a result, building AI applications is an **iterative process**. + +The LLMOps workflow is an iterative workflow with three main steps: experimentation, evaluation, and operation. The goal of the workflow is to iteratively improve the performance of the LLM application. The faster the iteration cycles and the number of experiments that can be run, the faster is the development process and the amount of use cases that the team can build. + +### Experimentation +The workflow start usually by a proof of concept or an MVP of the application to be built. This require determining the [architecture to be used](/learn/llm_app_architectures) and either [writing the code for the first application](quickstart/getting-started-code) or starting from a pre-built [template](/quickstart/getting-started-ui). + +After creating the first version, starts the [prompt engineering](/learn/prompt_engineering) part. The goal there is to find a set of prompts and parameters (temperature, model, etc.) that will give the best performance for the application. This is done by quickly experimenting with different prompts on a large set of inputs, visualizing the output, and understanding the effect of change. Another technique is to compare different configurations side-to-side to understand the effect of changes on the application. + +While prompt engineering, it is a good practice to start building a **golden dataset**. A **golden testset** or ground truth test set is a test set containing a variety of inputs and their expected correct answer. Having a such a set, allows to streamline evaluation in the next step and speed up the whole process. + +The last step of experimentation is experimenting with different architectures. In agenta, we believe that it makes sense to distinguish between the LLM application architecture and configuration. The architecture of the LLM app describes the flow logic in the app, whether it has one prompt or a chain or multiple prompts, whether it uses a retrieval step... The configuration on the other hand describes the configuration of the different step in the flow of the application. For a single prompt application, the configuration would describe the model and prompt, while for a chain the config would describe multiple prompts. + +While teams usually start with simple architecture, it makes sense sometimes to experiment with modifying the architecture of the LLM app, either by adding multiple LLM calls, a retrieval step, different retrieval architectures, or even custom logic (for instance a hard coded routing step or a post-processing guardrail). + +To summarize, the goal of experimentation is to find multiple candidates of application variants that show potential good performance. + +### Evaluation + +The goal of the (offline-)evaluation step is to systematically assess the results of LLM application and compare different variants to find the best one. The second goal is to benchmark the application and assess any risks.

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