From 48e6910e1a451ed49442053655650320db0b686f Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Thu, 28 Sep 2023 04:42:15 -0700 Subject: [PATCH] Add support for Llama2, Palm, Cohere, Anthropic, Replicate, Azure Models - using litellm (#13) This PR adds support for 50+ models with a standard I/O interface using: https://github.com/BerriAI/litellm/ `ChatLiteLLM()` is integrated into langchain and allows you to call all models using the `ChatOpenAI` I/O interface https://python.langchain.com/docs/integrations/chat/litellm Here's an example of how to use ChatLiteLLM() ```python ChatLiteLLM(model="gpt-3.5-turbo") ChatLiteLLM(model="claude-2", temperature=0.3) ChatLiteLLM(model="command-nightly") ChatLiteLLM(model="replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1") ``` --------- Co-authored-by: fynnfluegge --- doc_comments_ai/llm.py | 4 +- poetry.lock | 763 +++++++++++++++++++++++++++++------------ pyproject.toml | 3 +- 3 files changed, 546 insertions(+), 224 deletions(-) diff --git a/doc_comments_ai/llm.py b/doc_comments_ai/llm.py index 4295bca..ef99a0f 100644 --- a/doc_comments_ai/llm.py +++ b/doc_comments_ai/llm.py @@ -5,7 +5,7 @@ import inquirer from langchain import LLMChain, PromptTemplate -from langchain.chat_models import ChatOpenAI +from langchain.chat_models import ChatLiteLLM from langchain.llms import LlamaCpp from doc_comments_ai import utils @@ -33,7 +33,7 @@ def __init__( verbose=False, ) else: - self.llm = ChatOpenAI( + self.llm = ChatLiteLLM( temperature=0.9, max_tokens=max_tokens, model=model.value ) self.template = ( diff --git a/poetry.lock b/poetry.lock index a1e5184..3afccf1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -284,6 +284,20 @@ files = [ {file = "charset_normalizer-3.2.0-py3-none-any.whl", hash = "sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6"}, ] +[[package]] +name = "click" +version = "8.1.7" +description = "Composable command line interface toolkit" +optional = false +python-versions = ">=3.7" +files = [ + {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, + {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "platform_system == \"Windows\""} + [[package]] name = "colorama" version = "0.4.6" @@ -328,6 +342,22 @@ files = [ [package.extras] test = ["pytest (>=6)"] +[[package]] +name = "filelock" +version = "3.12.4" +description = "A platform independent file lock." +optional = false +python-versions = ">=3.8" +files = [ + {file = 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"greenlet" version = "2.0.2" @@ -471,6 +536,38 @@ files = [ docs = ["Sphinx", "docutils (<0.18)"] test = ["objgraph", "psutil"] +[[package]] +name = "huggingface-hub" +version = "0.16.4" +description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" +optional = false +python-versions = ">=3.7.0" +files = [ + {file = "huggingface_hub-0.16.4-py3-none-any.whl", hash = "sha256:0d3df29932f334fead024afc7cb4cc5149d955238b8b5e42dcf9740d6995a349"}, + {file = "huggingface_hub-0.16.4.tar.gz", hash = "sha256:608c7d4f3d368b326d1747f91523dbd1f692871e8e2e7a4750314a2dd8b63e14"}, +] + +[package.dependencies] +filelock = "*" +fsspec = "*" +packaging = ">=20.9" +pyyaml = ">=5.1" +requests = "*" +tqdm = ">=4.42.1" +typing-extensions = ">=3.7.4.3" + +[package.extras] +all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", 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"pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"] +torch = ["torch"] +typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"] + [[package]] name = "idna" version = "3.4" @@ -482,6 +579,25 @@ files = [ {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"}, ] +[[package]] +name = "importlib-metadata" +version = "6.8.0" +description = "Read metadata from Python packages" +optional = false +python-versions = ">=3.8" +files = [ + {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"}, + {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"}, +] + +[package.dependencies] +zipp = ">=0.5" + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", 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