From 1006f583ddcccea63cd9a1fb0f2b87f9cbe37d92 Mon Sep 17 00:00:00 2001
From: Ivar Flakstad <69173633+ivarflakstad@users.noreply.github.com>
Date: Tue, 12 Mar 2024 14:46:02 +0100
Subject: [PATCH 01/19] Add groq to deps and introduce new groq module

---
 .gitignore          |   1 +
 dsp/modules/groq.py |   1 +
 poetry.lock         | 383 +++++++++++++++++++++++---------------------
 pyproject.toml      |   2 +
 4 files changed, 206 insertions(+), 181 deletions(-)
 create mode 100644 dsp/modules/groq.py

diff --git a/.gitignore b/.gitignore
index 7d9919d9aa..99f1ba2ecd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -46,3 +46,4 @@ finetuning_ckpts/
 assertion.log
 *.log
 *.db
+.venv
diff --git a/dsp/modules/groq.py b/dsp/modules/groq.py
new file mode 100644
index 0000000000..8526f49786
--- /dev/null
+++ b/dsp/modules/groq.py
@@ -0,0 +1 @@
+# stub for groq
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 7747a524e5..f4cf00cf8d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -179,7 +179,7 @@ vertex = ["google-auth (>=2,<3)"]
 name = "anyio"
 version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
@@ -460,7 +460,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
@@ -945,7 +945,7 @@ profile = ["gprof2dot (>=2022.7.29)"]
 name = "distro"
 version = "1.9.0"
 description = "Distro - an OS platform information API"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
@@ -987,7 +987,7 @@ files = [
 name = "exceptiongroup"
 version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
@@ -1250,13 +1250,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "google-auth"
-version = "2.28.1"
+version = "2.28.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.28.1.tar.gz", hash = "sha256:34fc3046c257cedcf1622fc4b31fc2be7923d9b4d44973d481125ecc50d83885"},
-    {file = "google_auth-2.28.1-py2.py3-none-any.whl", hash = "sha256:25141e2d7a14bfcba945f5e9827f98092716e99482562f15306e5b026e21aa72"},
+    {file = "google-auth-2.28.2.tar.gz", hash = "sha256:80b8b4969aa9ed5938c7828308f20f035bc79f9d8fb8120bf9dc8db20b41ba30"},
+    {file = "google_auth-2.28.2-py2.py3-none-any.whl", hash = "sha256:9fd67bbcd40f16d9d42f950228e9cf02a2ded4ae49198b27432d0cded5a74c38"},
 ]
 
 [package.dependencies]
@@ -1273,13 +1273,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.62.0"
+version = "1.63.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.62.0.tar.gz", hash = "sha256:83f0ece9f94e5672cced82f592d2a5edf527a96ed1794f0bab36d5735c996277"},
-    {file = "googleapis_common_protos-1.62.0-py2.py3-none-any.whl", hash = "sha256:4750113612205514f9f6aa4cb00d523a94f3e8c06c5ad2fee466387dc4875f07"},
+    {file = "googleapis-common-protos-1.63.0.tar.gz", hash = "sha256:17ad01b11d5f1d0171c06d3ba5c04c54474e883b66b949722b4938ee2694ef4e"},
+    {file = "googleapis_common_protos-1.63.0-py2.py3-none-any.whl", hash = "sha256:ae45f75702f7c08b541f750854a678bd8f534a1a6bace6afe975f1d0a82d6632"},
 ]
 
 [package.dependencies]
@@ -1361,149 +1361,168 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "0.41.3"
+version = "0.42.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "griffe-0.41.3-py3-none-any.whl", hash = "sha256:27b4610f1ba6e5d039e9f0a2c97232e13463df75e53cb1833e0679f3377b9de2"},
-    {file = "griffe-0.41.3.tar.gz", hash = "sha256:9edcfa9f57f4d9c5fcc6d5ce067c67a685b7101a21a7d11848ce0437368e474c"},
+    {file = "griffe-0.42.0-py3-none-any.whl", hash = "sha256:384df6b802a60f70e65fdb7e83f5b27e2da869a12eac85b25b55250012dbc263"},
+    {file = "griffe-0.42.0.tar.gz", hash = "sha256:fb83ee602701ffdf99c9a6bf5f0a5a3bd877364b3bffb2c451dc8fbd9645b0cf"},
 ]
 
 [package.dependencies]
 colorama = ">=0.4"
 
+[[package]]
+name = "groq"
+version = "0.4.2"
+description = "The official Python library for the groq API"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "groq-0.4.2-py3-none-any.whl", hash = "sha256:5b2b472c64d9f35210e0487db465415d47162da3a114031ecbfc8843d26302a5"},
+    {file = "groq-0.4.2.tar.gz", hash = "sha256:42e8b0abd0f2b2da024b9a747d28960d62951a5364f078e1537c9fceeca8259d"},
+]
+
+[package.dependencies]
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+typing-extensions = ">=4.7,<5"
+
 [[package]]
 name = "grpcio"
-version = "1.62.0"
+version = "1.62.1"
 description = "HTTP/2-based RPC framework"
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
-grpcio = ">=1.62.0"
+grpcio = ">=1.62.1"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -1511,7 +1530,7 @@ setuptools = "*"
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -1548,7 +1567,7 @@ files = [
 name = "httpcore"
 version = "1.0.4"
 description = "A minimal low-level HTTP client."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@@ -1617,7 +1636,7 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 name = "httpx"
 version = "0.27.0"
 description = "The next generation HTTP client."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@@ -1947,13 +1966,13 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.0"
+version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1970,13 +1989,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1986,7 +2005,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "kubernetes"
@@ -3018,25 +3037,26 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "0.28.1"
-description = "Python client library for the OpenAI API"
+version = "1.13.3"
+description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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+    {file = "openai-1.13.3.tar.gz", hash = "sha256:ff6c6b3bc7327e715e4b3592a923a5a1c7519ff5dd764a83d69f633d49e77a7b"},
 ]
 
 [package.dependencies]
-aiohttp = "*"
-requests = ">=2.20"
-tqdm = "*"
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tqdm = ">4"
+typing-extensions = ">=4.7,<5"
 
 [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.*)", "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"]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "opentelemetry-api"
@@ -3158,13 +3178,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.2"
+version = "24.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
 ]
 
 [[package]]
@@ -3619,7 +3639,7 @@ pyasn1 = ">=0.4.6,<0.6.0"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-optional = true
+optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
     {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
@@ -3973,6 +3993,7 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -4289,13 +4310,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
-version = "1.3.1"
+version = "1.4.0"
 description = "OAuthlib authentication support for Requests."
 optional = true
 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"},
+    {file = "requests-oauthlib-1.4.0.tar.gz", hash = "sha256:acee623221e4a39abcbb919312c8ff04bd44e7e417087fb4bd5e2a2f53d5e79a"},
+    {file = "requests_oauthlib-1.4.0-py2.py3-none-any.whl", hash = "sha256:7a3130d94a17520169e38db6c8d75f2c974643788465ecc2e4b36d288bf13033"},
 ]
 
 [package.dependencies]
@@ -4429,28 +4450,28 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.3.1"
+version = "0.3.2"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.3.1-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:6b82e3937d0d76554cd5796bc3342a7d40de44494d29ff490022d7a52c501744"},
-    {file = "ruff-0.3.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ae7954c8f692b70e6a206087ae3988acc9295d84c550f8d90b66c62424c16771"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b730f56ccf91225da0f06cfe421e83b8cc27b2a79393db9c3df02ed7e2bbc01"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c78bfa85637668f47bd82aa2ae17de2b34221ac23fea30926f6409f9e37fc927"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6abaad602d6e6daaec444cbf4d9364df0a783e49604c21499f75bb92237d4af"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:5f0c21b6914c3c9a25a59497cbb1e5b6c2d8d9beecc9b8e03ee986e24eee072e"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:434c3fc72e6311c85cd143c4c448b0e60e025a9ac1781e63ba222579a8c29200"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:78a7025e6312cbba496341da5062e7cdd47d95f45c1b903e635cdeb1ba5ec2b9"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52b02bb46f1a79b0c1fa93f6495bc7e77e4ef76e6c28995b4974a20ed09c0833"},
-    {file = "ruff-0.3.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:11b5699c42f7d0b771c633d620f2cb22e727fb226273aba775a91784a9ed856c"},
-    {file = "ruff-0.3.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:54e5dca3e411772b51194b3102b5f23b36961e8ede463776b289b78180df71a0"},
-    {file = "ruff-0.3.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:951efb610c5844e668bbec4f71cf704f8645cf3106e13f283413969527ebfded"},
-    {file = "ruff-0.3.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:09c7333b25e983aabcf6e38445252cff0b4745420fc3bda45b8fce791cc7e9ce"},
-    {file = "ruff-0.3.1-py3-none-win32.whl", hash = "sha256:d937f9b99ebf346e0606c3faf43c1e297a62ad221d87ef682b5bdebe199e01f6"},
-    {file = "ruff-0.3.1-py3-none-win_amd64.whl", hash = "sha256:c0318a512edc9f4e010bbaab588b5294e78c5cdc9b02c3d8ab2d77c7ae1903e3"},
-    {file = "ruff-0.3.1-py3-none-win_arm64.whl", hash = "sha256:d3b60e44240f7e903e6dbae3139a65032ea4c6f2ad99b6265534ff1b83c20afa"},
-    {file = "ruff-0.3.1.tar.gz", hash = "sha256:d30db97141fc2134299e6e983a6727922c9e03c031ae4883a6d69461de722ae7"},
+    {file = "ruff-0.3.2-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:77f2612752e25f730da7421ca5e3147b213dca4f9a0f7e0b534e9562c5441f01"},
+    {file = "ruff-0.3.2-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:9966b964b2dd1107797be9ca7195002b874424d1d5472097701ae8f43eadef5d"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b83d17ff166aa0659d1e1deaf9f2f14cbe387293a906de09bc4860717eb2e2da"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bb875c6cc87b3703aeda85f01c9aebdce3d217aeaca3c2e52e38077383f7268a"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:be75e468a6a86426430373d81c041b7605137a28f7014a72d2fc749e47f572aa"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:967978ac2d4506255e2f52afe70dda023fc602b283e97685c8447d036863a302"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1231eacd4510f73222940727ac927bc5d07667a86b0cbe822024dd00343e77e9"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2c6d613b19e9a8021be2ee1d0e27710208d1603b56f47203d0abbde906929a9b"},
+    {file = "ruff-0.3.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8439338a6303585d27b66b4626cbde89bb3e50fa3cae86ce52c1db7449330a7"},
+    {file = "ruff-0.3.2-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:de8b480d8379620cbb5ea466a9e53bb467d2fb07c7eca54a4aa8576483c35d36"},
+    {file = "ruff-0.3.2-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:b74c3de9103bd35df2bb05d8b2899bf2dbe4efda6474ea9681280648ec4d237d"},
+    {file = "ruff-0.3.2-py3-none-musllinux_1_2_i686.whl", hash = "sha256:f380be9fc15a99765c9cf316b40b9da1f6ad2ab9639e551703e581a5e6da6745"},
+    {file = "ruff-0.3.2-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:0ac06a3759c3ab9ef86bbeca665d31ad3aa9a4b1c17684aadb7e61c10baa0df4"},
+    {file = "ruff-0.3.2-py3-none-win32.whl", hash = "sha256:9bd640a8f7dd07a0b6901fcebccedadeb1a705a50350fb86b4003b805c81385a"},
+    {file = "ruff-0.3.2-py3-none-win_amd64.whl", hash = "sha256:0c1bdd9920cab5707c26c8b3bf33a064a4ca7842d91a99ec0634fec68f9f4037"},
+    {file = "ruff-0.3.2-py3-none-win_arm64.whl", hash = "sha256:5f65103b1d76e0d600cabd577b04179ff592064eaa451a70a81085930e907d0b"},
+    {file = "ruff-0.3.2.tar.gz", hash = "sha256:fa78ec9418eb1ca3db392811df3376b46471ae93792a81af2d1cbb0e5dcb5142"},
 ]
 
 [[package]]
@@ -4616,7 +4637,7 @@ files = [
 name = "sniffio"
 version = "1.3.1"
 description = "Sniff out which async library your code is running under"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
@@ -5290,18 +5311,18 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.1"
+version = "5.14.2"
 description = "Traitlets Python configuration system"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
-    {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
+    {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
+    {file = "traitlets-5.14.2.tar.gz", hash = "sha256:8cdd83c040dab7d1dee822678e5f5d100b514f7b72b01615b26fc5718916fdf9"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.1)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "transformers"
@@ -5530,13 +5551,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.27.1"
+version = "0.28.0"
 description = "The lightning-fast ASGI server."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"},
-    {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"},
+    {file = "uvicorn-0.28.0-py3-none-any.whl", hash = "sha256:6623abbbe6176204a4226e67607b4d52cc60ff62cda0ff177613645cefa2ece1"},
+    {file = "uvicorn-0.28.0.tar.gz", hash = "sha256:cab4473b5d1eaeb5a0f6375ac4bc85007ffc75c3cc1768816d9e5d589857b067"},
 ]
 
 [package.dependencies]
@@ -6228,4 +6249,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "f7a5ab7c85e79920d41e45e9bbd17f0dbc1180c52d027235a656c270d9e79346"
\ No newline at end of file
+content-hash = "8b55c1af3ccff5334d51310bd6c1ee8104c27b145bf8e13fb19d47d864b6dea4"
diff --git a/pyproject.toml b/pyproject.toml
index d9ff8ccc6b..5c144d2d74 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,6 +108,8 @@ sphinx_rtd_theme = { version = "*", optional = true }
 autodoc_pydantic = { version = "*", optional = true }
 sphinx-reredirects = { version = "^0.1.2", optional = true }
 sphinx-automodapi = { version = "0.16.0", optional = true }
+cffi = "^1.16.0"
+groq = "^0.4.2"
 
 
 [tool.poetry.group.dev.dependencies]

From f6cabb321ad130c1973fc96225dfc00f386c0809 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Wed, 13 Mar 2024 14:02:14 +0530
Subject: [PATCH 02/19] making predictinos fast

---
 dsp/modules/__init__.py    |   2 +
 dsp/modules/groq.py        |   1 -
 dsp/modules/groq_client.py | 166 +++++++++++++++++++++++++++++++++++++
 dspy/__init__.py           |   2 +
 poetry.lock                |  26 +++---
 pyproject.toml             |   2 +-
 6 files changed, 184 insertions(+), 15 deletions(-)
 delete mode 100644 dsp/modules/groq.py
 create mode 100644 dsp/modules/groq_client.py

diff --git a/dsp/modules/__init__.py b/dsp/modules/__init__.py
index fdf59eabc8..3c1f7141b3 100644
--- a/dsp/modules/__init__.py
+++ b/dsp/modules/__init__.py
@@ -8,9 +8,11 @@
 from .databricks import *
 from .google import *
 from .gpt3 import *
+from .groq_client import *
 from .hf import HFModel
 from .hf_client import Anyscale, HFClientTGI, Together
 from .ollama import *
 from .pyserini import *
 from .sbert import *
 from .sentence_vectorizer import *
+
diff --git a/dsp/modules/groq.py b/dsp/modules/groq.py
deleted file mode 100644
index 8526f49786..0000000000
--- a/dsp/modules/groq.py
+++ /dev/null
@@ -1 +0,0 @@
-# stub for groq
\ No newline at end of file
diff --git a/dsp/modules/groq_client.py b/dsp/modules/groq_client.py
new file mode 100644
index 0000000000..44c5915383
--- /dev/null
+++ b/dsp/modules/groq_client.py
@@ -0,0 +1,166 @@
+import logging
+import os
+import json
+from typing import Any, Literal, Optional
+import backoff
+from groq import Groq, AsyncGroq
+import groq
+import functools
+
+
+import dsp
+from dsp.modules.cache_utils import CacheMemory, NotebookCacheMemory, cache_turn_on
+from dsp.modules.lm import LM
+
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(message)s",
+    handlers=[logging.FileHandler("groq_usage.log")],
+)
+
+
+
+def backoff_hdlr(details):
+    """Handler from https://pypi.org/project/backoff/"""
+    print(
+        "Backing off {wait:0.1f} seconds after {tries} tries "
+        "calling function {target} with kwargs "
+        "{kwargs}".format(**details),
+    )
+
+
+class GroqLM(LM):
+    """Wrapper around groq's API.
+
+    Args:
+        model (str, optional): groq supported LLM model to use. Defaults to "mixtral-8x7b-32768".
+        api_key (Optional[str], optional): API provider Authentication token. use Defaults to None.
+        **kwargs: Additional arguments to pass to the API provider.
+    """
+
+    def __init__(
+        self,
+        model: str = "mixtral-8x7b-32768",
+        api_key: Optional[str] = None,
+        **kwargs,
+    ):
+        super().__init__(model)
+
+        if api_key:
+            self.api_key = api_key
+            self.client = Groq(api_key = api_key)
+
+        self.kwargs = {
+            "temperature": 0.0,
+            "max_tokens": 150,
+            "top_p": 1,
+            "frequency_penalty": 0,
+            "presence_penalty": 0,
+            "n": 1,
+            **kwargs,
+        }  
+        models = self.client.models.list().data
+        if models is not None:
+            if model in [m.id for m in models]: 
+                self.kwargs["model"] = model
+        self.history: list[dict[str, Any]] = []
+
+
+    def log_usage(self, response):
+        """Log the total tokens from the Groq API response."""
+        usage_data = response.get("usage")
+        if usage_data:
+            total_tokens = usage_data.get("total_tokens")
+            logging.info(f"{total_tokens}")
+
+    def basic_request(self, prompt: str, **kwargs):
+        raw_kwargs = kwargs
+
+        kwargs = {**self.kwargs, **kwargs}
+
+        kwargs["messages"] = [{"role": "user", "content": prompt}]
+        response = self.chat_request(**kwargs)
+
+        history = {
+            "prompt": prompt,
+            "response": response,
+            "kwargs": kwargs,
+            "raw_kwargs": raw_kwargs,
+        }
+
+        self.history.append(history)
+
+        return response
+
+    @backoff.on_exception(
+        backoff.expo,
+        groq.RateLimitError,
+        max_time=1000,
+        on_backoff=backoff_hdlr,
+    )
+    def request(self, prompt: str, **kwargs):
+        """Handles retreival of model completions whilst handling rate limiting and caching."""
+        if "model_type" in kwargs:
+            del kwargs["model_type"]
+
+        return self.basic_request(prompt, **kwargs)
+
+    def _get_choice_text(self, choice) -> str:
+        return choice.message.content
+
+    def chat_request(self, **kwargs):
+        """Handles retreival of model completions whilst handling rate limiting and caching."""
+        response = self.client.chat.completions.create(**kwargs)
+        return response
+    
+    def __call__(
+        self,
+        prompt: str,
+        only_completed: bool = True,
+        return_sorted: bool = False,
+        **kwargs,
+    ) -> list[dict[str, Any]]:
+        """Retrieves completions from model.
+
+        Args:
+            prompt (str): prompt to send to model
+            only_completed (bool, optional): return only completed responses and ignores completion due to length. Defaults to True.
+            return_sorted (bool, optional): sort the completion choices using the returned probabilities. Defaults to False.
+
+        Returns:
+            list[dict[str, Any]]: list of completion choices
+        """
+
+        assert only_completed, "for now"
+        assert return_sorted is False, "for now"
+        response = self.request(prompt, **kwargs)
+
+        if dsp.settings.log_openai_usage:
+            self.log_usage(response)
+
+        choices = response.choices
+
+        completions = [self._get_choice_text(c) for c in choices]
+        if return_sorted and kwargs.get("n", 1) > 1:
+            scored_completions = []
+
+            for c in choices:
+                tokens, logprobs = (
+                    c["logprobs"]["tokens"],
+                    c["logprobs"]["token_logprobs"],
+                )
+
+                if "<|endoftext|>" in tokens:
+                    index = tokens.index("<|endoftext|>") + 1
+                    tokens, logprobs = tokens[:index], logprobs[:index]
+
+                avglog = sum(logprobs) / len(logprobs)
+                scored_completions.append((avglog, self._get_choice_text(c)))
+
+            scored_completions = sorted(scored_completions, reverse=True)
+            completions = [c for _, c in scored_completions]
+
+        return completions
+
diff --git a/dspy/__init__.py b/dspy/__init__.py
index 55dd6b6ffc..f5bab3aa09 100644
--- a/dspy/__init__.py
+++ b/dspy/__init__.py
@@ -19,10 +19,12 @@
 Pyserini = dsp.PyseriniRetriever
 Clarifai = dsp.ClarifaiLLM
 Google = dsp.Google
+GROQ = dsp.GroqLM
 
 HFClientTGI = dsp.HFClientTGI
 HFClientVLLM = HFClientVLLM
 
+
 Anyscale = dsp.Anyscale
 Together = dsp.Together
 HFModel = dsp.HFModel
diff --git a/poetry.lock b/poetry.lock
index f4cf00cf8d..e6781a9a8e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2921,6 +2921,7 @@ description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
+    {file = "nvidia_nvjitlink_cu12-12.4.99-py3-none-manylinux2014_aarch64.whl", hash = "sha256:75d6498c96d9adb9435f2bbdbddb479805ddfb97b5c1b32395c694185c20ca57"},
     {file = "nvidia_nvjitlink_cu12-12.4.99-py3-none-manylinux2014_x86_64.whl", hash = "sha256:c6428836d20fe7e327191c175791d38570e10762edc588fb46749217cd444c74"},
     {file = "nvidia_nvjitlink_cu12-12.4.99-py3-none-win_amd64.whl", hash = "sha256:991905ffa2144cb603d8ca7962d75c35334ae82bf92820b6ba78157277da1ad2"},
 ]
@@ -3037,26 +3038,25 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.13.3"
-description = "The official Python library for the openai API"
+version = "0.28.1"
+description = "Python client library for the OpenAI API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.13.3-py3-none-any.whl", hash = "sha256:5769b62abd02f350a8dd1a3a242d8972c947860654466171d60fb0972ae0a41c"},
-    {file = "openai-1.13.3.tar.gz", hash = "sha256:ff6c6b3bc7327e715e4b3592a923a5a1c7519ff5dd764a83d69f633d49e77a7b"},
+    {file = "openai-0.28.1-py3-none-any.whl", hash = "sha256:d18690f9e3d31eedb66b57b88c2165d760b24ea0a01f150dd3f068155088ce68"},
+    {file = "openai-0.28.1.tar.gz", hash = "sha256:4be1dad329a65b4ce1a660fe6d5431b438f429b5855c883435f0f7fcb6d2dcc8"},
 ]
 
 [package.dependencies]
-anyio = ">=3.5.0,<5"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
-pydantic = ">=1.9.0,<3"
-sniffio = "*"
-tqdm = ">4"
-typing-extensions = ">=4.7,<5"
+aiohttp = "*"
+requests = ">=2.20"
+tqdm = "*"
 
 [package.extras]
-datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
+datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
+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"]
 
 [[package]]
 name = "opentelemetry-api"
@@ -6249,4 +6249,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "8b55c1af3ccff5334d51310bd6c1ee8104c27b145bf8e13fb19d47d864b6dea4"
+content-hash = "e05721404613ea311ffc12ea1e18363f4aca18b25fa65bcfdbeb80dbf0d6d71d"
diff --git a/pyproject.toml b/pyproject.toml
index 5c144d2d74..caa37671d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ python = ">=3.9,<3.12"
 pydantic = "2.5.0"
 backoff = "^2.2.1"
 joblib = "^1.3.2"
-openai = ">=0.28.1,<2.0.0"
+openai = "0.28.1"
 pandas = "^2.1.1"
 regex = "^2023.10.3"
 ujson = "^5.8.0"

From cb6e25882669b48d735d1f121101acc65adffe84 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Wed, 13 Mar 2024 14:31:40 +0530
Subject: [PATCH 03/19] making version compatible

---
 dspy/__init__.py |  1 -
 poetry.lock      | 61 ++++++++++++++++++++++++------------------------
 pyproject.toml   |  3 ++-
 3 files changed, 33 insertions(+), 32 deletions(-)

diff --git a/dspy/__init__.py b/dspy/__init__.py
index f5bab3aa09..f367a90dfa 100644
--- a/dspy/__init__.py
+++ b/dspy/__init__.py
@@ -24,7 +24,6 @@
 HFClientTGI = dsp.HFClientTGI
 HFClientVLLM = HFClientVLLM
 
-
 Anyscale = dsp.Anyscale
 Together = dsp.Together
 HFModel = dsp.HFModel
diff --git a/poetry.lock b/poetry.lock
index e6781a9a8e..5ed5630d4f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -754,13 +754,13 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "comm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "comm-0.2.1-py3-none-any.whl", hash = "sha256:87928485c0dfc0e7976fd89fc1e187023cf587e7c353e4a9b417555b44adf021"},
-    {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"},
+    {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
+    {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
 ]
 
 [package.dependencies]
@@ -1758,13 +1758,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.3"
+version = "6.3.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.1.3-py3-none-any.whl", hash = "sha256:4c0269e3580fe2634d364b39b38b961540a7738c02cb984e98add8b4221d793d"},
-    {file = "importlib_resources-6.1.3.tar.gz", hash = "sha256:56fb4525197b78544a3354ea27793952ab93f935bb4bf746b846bb1015020f2b"},
+    {file = "importlib_resources-6.3.0-py3-none-any.whl", hash = "sha256:783407aa1cd05550e3aa123e8f7cfaebee35ffa9cb0242919e2d1e4172222705"},
+    {file = "importlib_resources-6.3.0.tar.gz", hash = "sha256:166072a97e86917a9025876f34286f549b9caf1d10b35a1b372bffa1600c6569"},
 ]
 
 [package.dependencies]
@@ -2680,13 +2680,13 @@ testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,
 
 [[package]]
 name = "nbclient"
-version = "0.9.0"
+version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = true
 python-versions = ">=3.8.0"
 files = [
-    {file = "nbclient-0.9.0-py3-none-any.whl", hash = "sha256:a3a1ddfb34d4a9d17fc744d655962714a866639acd30130e9be84191cd97cd15"},
-    {file = "nbclient-0.9.0.tar.gz", hash = "sha256:4b28c207877cf33ef3a9838cdc7a54c5ceff981194a82eac59d558f05487295e"},
+    {file = "nbclient-0.10.0-py3-none-any.whl", hash = "sha256:f13e3529332a1f1f81d82a53210322476a168bb7090a0289c795fe9cc11c9d3f"},
+    {file = "nbclient-0.10.0.tar.gz", hash = "sha256:4b3f1b7dba531e498449c4db4f53da339c91d449dc11e9af3a43b4eb5c5abb09"},
 ]
 
 [package.dependencies]
@@ -2698,17 +2698,17 @@ traitlets = ">=5.4"
 [package.extras]
 dev = ["pre-commit"]
 docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
-test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.2"
+version = "5.10.2"
 description = "The Jupyter Notebook format"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "nbformat-5.9.2-py3-none-any.whl", hash = "sha256:1c5172d786a41b82bcfd0c23f9e6b6f072e8fb49c39250219e4acfff1efe89e9"},
-    {file = "nbformat-5.9.2.tar.gz", hash = "sha256:5f98b5ba1997dff175e77e0c17d5c10a96eaed2cbd1de3533d1fc35d5e111192"},
+    {file = "nbformat-5.10.2-py3-none-any.whl", hash = "sha256:7381189a0d537586b3f18bae5dbad347d7dd0a7cf0276b09cdcd5c24d38edd99"},
+    {file = "nbformat-5.10.2.tar.gz", hash = "sha256:c535b20a0d4310167bf4d12ad31eccfb0dc61e6392d6f8c570ab5b45a06a49a3"},
 ]
 
 [package.dependencies]
@@ -3038,25 +3038,26 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "0.28.1"
-description = "Python client library for the OpenAI API"
+version = "1.13.3"
+description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-0.28.1-py3-none-any.whl", hash = "sha256:d18690f9e3d31eedb66b57b88c2165d760b24ea0a01f150dd3f068155088ce68"},
-    {file = "openai-0.28.1.tar.gz", hash = "sha256:4be1dad329a65b4ce1a660fe6d5431b438f429b5855c883435f0f7fcb6d2dcc8"},
+    {file = "openai-1.13.3-py3-none-any.whl", hash = "sha256:5769b62abd02f350a8dd1a3a242d8972c947860654466171d60fb0972ae0a41c"},
+    {file = "openai-1.13.3.tar.gz", hash = "sha256:ff6c6b3bc7327e715e4b3592a923a5a1c7519ff5dd764a83d69f633d49e77a7b"},
 ]
 
 [package.dependencies]
-aiohttp = "*"
-requests = ">=2.20"
-tqdm = "*"
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tqdm = ">4"
+typing-extensions = ">=4.7,<5"
 
 [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.*)", "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"]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "opentelemetry-api"
@@ -6225,18 +6226,18 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.0-py3-none-any.whl", hash = "sha256:c1bb803ed69d2cce2373152797064f7e79bc43f0a3748eb494096a867e0ebf79"},
+    {file = "zipp-3.18.0.tar.gz", hash = "sha256:df8d042b02765029a09b157efd8e820451045890acc30f8e37dd2f94a060221f"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
 chromadb = ["chromadb"]
@@ -6249,4 +6250,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "e05721404613ea311ffc12ea1e18363f4aca18b25fa65bcfdbeb80dbf0d6d71d"
+content-hash = "8b55c1af3ccff5334d51310bd6c1ee8104c27b145bf8e13fb19d47d864b6dea4"
diff --git a/pyproject.toml b/pyproject.toml
index caa37671d4..fd3a5ab6fb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,6 +57,7 @@ docs = [
     "autodoc_pydantic",
     "sphinx-reredirects>=0.1.2",
     "sphinx-automodapi==0.16.0",
+    
 ]
 dev = ["pytest>=6.2.5"]
 
@@ -82,7 +83,7 @@ python = ">=3.9,<3.12"
 pydantic = "2.5.0"
 backoff = "^2.2.1"
 joblib = "^1.3.2"
-openai = "0.28.1"
+openai = ">=0.28.1,<2.0.0"
 pandas = "^2.1.1"
 regex = "^2023.10.3"
 ujson = "^5.8.0"

From 22230655f091866b6ab5aeb9bde524297e32f63d Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Wed, 13 Mar 2024 17:08:28 +0530
Subject: [PATCH 04/19] adding the inspect_history

---
 dsp/modules/groq_client.py | 11 +++++++----
 dsp/modules/lm.py          |  5 ++++-
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/dsp/modules/groq_client.py b/dsp/modules/groq_client.py
index 44c5915383..14b1b70962 100644
--- a/dsp/modules/groq_client.py
+++ b/dsp/modules/groq_client.py
@@ -1,7 +1,7 @@
 import logging
 import os
 import json
-from typing import Any, Literal, Optional
+from typing import Any, Literal, Optional, Required
 import backoff
 from groq import Groq, AsyncGroq
 import groq
@@ -42,15 +42,18 @@ class GroqLM(LM):
 
     def __init__(
         self,
+        api_key: str,
         model: str = "mixtral-8x7b-32768",
-        api_key: Optional[str] = None,
         **kwargs,
     ):
         super().__init__(model)
-
+        self.provider = "groq"
         if api_key:
             self.api_key = api_key
             self.client = Groq(api_key = api_key)
+        else:
+            raise ValueError("api_key is required for groq")
+            
 
         self.kwargs = {
             "temperature": 0.0,
@@ -85,7 +88,7 @@ def basic_request(self, prompt: str, **kwargs):
 
         history = {
             "prompt": prompt,
-            "response": response,
+            "response": response.choices[0].message.content,
             "kwargs": kwargs,
             "raw_kwargs": raw_kwargs,
         }
diff --git a/dsp/modules/lm.py b/dsp/modules/lm.py
index 5fbf5ec5e1..afe2db3ded 100644
--- a/dsp/modules/lm.py
+++ b/dsp/modules/lm.py
@@ -46,7 +46,7 @@ def inspect_history(self, n: int = 1, skip: int = 0):
 
             if prompt != last_prompt:
 
-                if provider == "clarifai" or provider == "google" or provider == "claude":
+                if provider == "clarifai" or provider == "google" or provider == "claude" or provider == "groq":
                     printed.append(
                         (
                             prompt,
@@ -82,6 +82,9 @@ def inspect_history(self, n: int = 1, skip: int = 0):
                 text = ' ' + self._get_choice_text(choices[0]).strip()
             elif provider == "clarifai" or provider == "claude" :
                 text=choices
+            elif provider == "groq":
+                # print(choices)
+                text = ' ' + choices
             elif provider == "google":
                 text = choices[0].parts[0].text
             else:

From e31b577589c5a4cd46d0bf65ed46e37095cdc41f Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Thu, 14 Mar 2024 10:13:58 +0530
Subject: [PATCH 05/19] adding groq documentation

---
 docs/api/language_model_clients/Groq.md | 51 +++++++++++++++++++++++++
 1 file changed, 51 insertions(+)
 create mode 100644 docs/api/language_model_clients/Groq.md

diff --git a/docs/api/language_model_clients/Groq.md b/docs/api/language_model_clients/Groq.md
new file mode 100644
index 0000000000..5f48accf4b
--- /dev/null
+++ b/docs/api/language_model_clients/Groq.md
@@ -0,0 +1,51 @@
+---
+sidebar_position: 9
+---
+
+# dspy.GROQ
+
+### Usage
+
+```python
+lm = dspy.GROQ(model='mixtral-8x7b-32768', api_key ="gsk_***" )
+```
+
+### Constructor
+
+The constructor initializes the base class `LM` and verifies the provided arguments like the `api_key` for GROQ api retriver. The `kwargs` attribute is initialized with default values for relevant text generation parameters needed for communicating with the GPT API, such as `temperature`, `max_tokens`, `top_p`, `frequency_penalty`, `presence_penalty`, and `n`.
+
+```python
+class GroqLM(LM):
+    def __init__(
+        self,
+        api_key: str,
+        model: str = "mixtral-8x7b-32768",
+        **kwargs,
+    ):
+```
+
+
+
+**Parameters:** 
+- `api_key` str: API provider authentication token. Defaults to None.
+- `model` str: model name. Defaults to "mixtral-8x7b-32768' options: ['llama2-70b-4096', 'gemma-7b-it']
+- `**kwargs`: Additional language model arguments to pass to the API provider.
+
+### Methods
+
+####   `def __call__(self, prompt: str, only_completed: bool = True, return_sorted: bool = False, **kwargs, ) -> list[dict[str, Any]]:`
+
+Retrieves completions from GROQ by calling `request`. 
+
+Internally, the method handles the specifics of preparing the request prompt and corresponding payload to obtain the response.
+
+After generation, the generated content look like `choice["message"]["content"]`. 
+
+**Parameters:**
+- `prompt` (_str_): Prompt to send to OpenAI.
+- `only_completed` (_bool_, _optional_): Flag to return only completed responses and ignore completion due to length. Defaults to True.
+- `return_sorted` (_bool_, _optional_): Flag to sort the completion choices using the returned averaged log-probabilities. Defaults to False.
+- `**kwargs`: Additional keyword arguments for completion request.
+
+**Returns:**
+- `List[Dict[str, Any]]`: List of completion choices.
\ No newline at end of file

From 5c03f3a7e02d7457e79afcea4be2ec009f9dc49b Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Thu, 14 Mar 2024 19:20:15 +0530
Subject: [PATCH 06/19] comm remove

---
 dsp/modules/lm.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/dsp/modules/lm.py b/dsp/modules/lm.py
index afe2db3ded..dba107e3c8 100644
--- a/dsp/modules/lm.py
+++ b/dsp/modules/lm.py
@@ -83,7 +83,6 @@ def inspect_history(self, n: int = 1, skip: int = 0):
             elif provider == "clarifai" or provider == "claude" :
                 text=choices
             elif provider == "groq":
-                # print(choices)
                 text = ' ' + choices
             elif provider == "google":
                 text = choices[0].parts[0].text

From e15332d438feb137f0944c330c83a5f26c23ebe4 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Fri, 15 Mar 2024 16:21:20 +0530
Subject: [PATCH 07/19] adding the together fix

---
 .gitignore               |  4 ++++
 dsp/modules/hf_client.py | 49 +++++++++++++++++++++----------------
 poetry.lock              | 52 ++++++++++++++++++++--------------------
 pyproject.toml           |  1 +
 4 files changed, 60 insertions(+), 46 deletions(-)

diff --git a/.gitignore b/.gitignore
index 99f1ba2ecd..3401287a6a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -47,3 +47,7 @@ assertion.log
 *.log
 *.db
 .venv
+temp_req.py
+trial.ipynb
+dsp/modules/error.html
+checkit.py
diff --git a/dsp/modules/hf_client.py b/dsp/modules/hf_client.py
index fb92c48d53..5ad346a42a 100644
--- a/dsp/modules/hf_client.py
+++ b/dsp/modules/hf_client.py
@@ -203,11 +203,11 @@ def run_server(self, port, model_name=None, model_path=None, env_variable=None,
         docker_process.wait()
 
 class Together(HFModel):
-    def __init__(self, model, **kwargs):
+    def __init__(self, model, api_key , **kwargs):
         super().__init__(model=model, is_client=True)
         self.session = requests.Session()
-        self.api_base = os.getenv("TOGETHER_API_BASE")
-        self.token = os.getenv("TOGETHER_API_KEY")
+        self.api_base = "https://api.together.xyz/v1/"
+        self.token = api_key
         self.model = model
 
         self.use_inst_template = False
@@ -233,11 +233,9 @@ def __init__(self, model, **kwargs):
         max_time=1000,
         on_backoff=backoff_hdlr,
     )
-    def _generate(self, prompt, use_chat_api=False, **kwargs):
+    def _generate(self, prompt, use_chat_api=True, **kwargs):
         url = f"{self.api_base}"
-
         kwargs = {**self.kwargs, **kwargs}
-
         stop = kwargs.get("stop")
         temperature = kwargs.get("temperature")
         max_tokens = kwargs.get("max_tokens", 150)
@@ -257,10 +255,10 @@ def _generate(self, prompt, use_chat_api=False, **kwargs):
                 "messages": messages,
                 "temperature": temperature,
                 "max_tokens": max_tokens,
-                "top_p": top_p,
-                "top_k": top_k,
-                "repetition_penalty": repetition_penalty,
-                "stop": stop,
+                # "top_p": top_p,
+                # "top_k": top_k,
+                # "repetition_penalty": repetition_penalty,
+                # "stop": stop,
             }
         else:
             body = {
@@ -268,26 +266,37 @@ def _generate(self, prompt, use_chat_api=False, **kwargs):
                 "prompt": prompt,
                 "temperature": temperature,
                 "max_tokens": max_tokens,
-                "top_p": top_p,
-                "top_k": top_k,
-                "repetition_penalty": repetition_penalty,
-                "stop": stop,
+                # "top_p": top_p,
+                # "top_k": top_k,
+                # "repetition_penalty": repetition_penalty,
+                # "stop": stop,
             }
 
-        headers = {"Authorization": f"Bearer {self.token}"}
+        headers = {
+            "Authorization": f"Bearer {self.token}",     
+            "Content-Type": "application/json"
+            }
+
+        try:   
+            # print(url, headers, body)
+            # resp = requests.post(url, headers = headers , json = body) 
+            # print(resp.text)
+            # return resp.json()
 
-        try:
             with self.session.post(url, headers=headers, json=body) as resp:
+                print(resp)
                 resp_json = resp.json()
+                print(resp_json)
                 if use_chat_api:
-                    completions = [resp_json['output'].get('choices', [])[0].get('message', {}).get('content', "")]
+                    completions = [resp_json.get('choices', [])[0].get('message', {}).get('content', "")]
                 else:
-                    completions = [resp_json['output'].get('choices', [])[0].get('text', "")]
+                    completions = [resp_json.get('choices', [])[0].get('content', "")]
                 response = {"prompt": prompt, "choices": [{"text": c} for c in completions]}
                 return response
         except Exception as e:
-            if resp_json:
-                print(f"resp_json:{resp_json}")
+            pass
+            # if resp_json:
+            #     print(f"resp_json:{resp_json}")
             print(f"Failed to parse JSON response: {e}")
             raise Exception("Received invalid JSON response from server")
 
diff --git a/poetry.lock b/poetry.lock
index 62eca1a5be..c52b0441e9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -201,7 +201,7 @@ trio = ["trio (>=0.23)"]
 name = "appnope"
 version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
@@ -212,7 +212,7 @@ files = [
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
@@ -756,7 +756,7 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 name = "comm"
 version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
@@ -871,7 +871,7 @@ vision = ["Pillow (>=6.2.1)"]
 name = "debugpy"
 version = "1.8.1"
 description = "An implementation of the Debug Adapter Protocol for Python"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"},
@@ -902,7 +902,7 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-optional = true
+optional = false
 python-versions = ">=3.5"
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
@@ -1001,7 +1001,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
-optional = true
+optional = false
 python-versions = ">=3.5"
 files = [
     {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
@@ -1789,7 +1789,7 @@ files = [
 name = "ipykernel"
 version = "6.29.3"
 description = "IPython Kernel for Jupyter"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
@@ -1822,7 +1822,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 name = "ipython"
 version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
-optional = true
+optional = false
 python-versions = ">=3.9"
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
@@ -1859,7 +1859,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pa
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
@@ -1968,7 +1968,7 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 name = "jupyter-client"
 version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_client-8.6.1-py3-none-any.whl", hash = "sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f"},
@@ -1991,7 +1991,7 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 name = "jupyter-core"
 version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
@@ -2231,7 +2231,7 @@ urllib3 = "*"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-optional = true
+optional = false
 python-versions = ">=3.5"
 files = [
     {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
@@ -2725,7 +2725,7 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
-optional = true
+optional = false
 python-versions = ">=3.5"
 files = [
     {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
@@ -3274,7 +3274,7 @@ xml = ["lxml (>=4.9.2)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
@@ -3300,7 +3300,7 @@ files = [
 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
@@ -3411,7 +3411,7 @@ test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint"
 name = "prompt-toolkit"
 version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
-optional = true
+optional = false
 python-versions = ">=3.7.0"
 files = [
     {file = "prompt_toolkit-3.0.43-py3-none-any.whl", hash = "sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6"},
@@ -3445,7 +3445,7 @@ files = [
 name = "psutil"
 version = "5.9.8"
 description = "Cross-platform lib for process and system monitoring in Python."
-optional = true
+optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
     {file = "psutil-5.9.8-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8"},
@@ -3473,7 +3473,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
@@ -3531,7 +3531,7 @@ functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.60.0)", "promet
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
@@ -3950,7 +3950,7 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"},
@@ -4047,7 +4047,7 @@ pyyaml = "*"
 name = "pyzmq"
 version = "25.1.2"
 description = "Python bindings for 0MQ"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "pyzmq-25.1.2-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:e624c789359f1a16f83f35e2c705d07663ff2b4d4479bad35621178d8f0f6ea4"},
@@ -5006,7 +5006,7 @@ sqlcipher = ["sqlcipher3_binary"]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
@@ -5292,7 +5292,7 @@ optree = ["optree (>=0.9.1)"]
 name = "tornado"
 version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-optional = true
+optional = false
 python-versions = ">= 3.8"
 files = [
     {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
@@ -5332,7 +5332,7 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.14.2"
 description = "Traitlets Python configuration system"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
@@ -5806,7 +5806,7 @@ anyio = ">=3.0.0"
 name = "wcwidth"
 version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
-optional = true
+optional = false
 python-versions = "*"
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
@@ -6268,4 +6268,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "8b55c1af3ccff5334d51310bd6c1ee8104c27b145bf8e13fb19d47d864b6dea4"
+content-hash = "b75b024d6c41e40eddd2a8be818e7a38f2258d753d72180089c08d7924ef02d3"
diff --git a/pyproject.toml b/pyproject.toml
index 9e20872c47..d12ff39c0d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -112,6 +112,7 @@ sphinx-automodapi = { version = "0.16.0", optional = true }
 cffi = "^1.16.0"
 groq = "^0.4.2"
 rich = "^13.7.1"
+ipykernel = "^6.29.3"
 
 
 [tool.poetry.group.dev.dependencies]

From a9f0ac190fc7f2e7d2c0bc12580f4ff784d6a080 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Mon, 18 Mar 2024 11:13:03 +0530
Subject: [PATCH 08/19] unused imports removed and ruff check fixed

---
 dsp/modules/groq_client.py | 14 ++++----------
 1 file changed, 4 insertions(+), 10 deletions(-)

diff --git a/dsp/modules/groq_client.py b/dsp/modules/groq_client.py
index 14b1b70962..5b6b13734d 100644
--- a/dsp/modules/groq_client.py
+++ b/dsp/modules/groq_client.py
@@ -1,18 +1,13 @@
 import logging
-import os
-import json
-from typing import Any, Literal, Optional, Required
+from typing import Any
+
 import backoff
-from groq import Groq, AsyncGroq
 import groq
-import functools
-
+from groq import Groq
 
 import dsp
-from dsp.modules.cache_utils import CacheMemory, NotebookCacheMemory, cache_turn_on
 from dsp.modules.lm import LM
 
-
 # Configure logging
 logging.basicConfig(
     level=logging.INFO,
@@ -165,5 +160,4 @@ def __call__(
             scored_completions = sorted(scored_completions, reverse=True)
             completions = [c for _, c in scored_completions]
 
-        return completions
-
+        return completions
\ No newline at end of file

From a543447572eb6a6e2e9b4ade83d72fb1dd8a7a4e Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Tue, 19 Mar 2024 10:50:32 +0530
Subject: [PATCH 09/19] poetry lock , imports resolved

---
 dsp/modules/groq_client.py |  12 +-
 poetry.lock                | 235 ++++++++++++++++++-------------------
 pyproject.toml             |   1 -
 3 files changed, 126 insertions(+), 122 deletions(-)

diff --git a/dsp/modules/groq_client.py b/dsp/modules/groq_client.py
index 5b6b13734d..0f1d2ffe40 100644
--- a/dsp/modules/groq_client.py
+++ b/dsp/modules/groq_client.py
@@ -2,8 +2,14 @@
 from typing import Any
 
 import backoff
-import groq
-from groq import Groq
+
+try:
+    import groq
+    from groq import Groq
+    groq_api_error = (groq.APIError, groq.RateLimitError)
+except ImportError:
+    groq_api_error = (Exception)
+
 
 import dsp
 from dsp.modules.lm import LM
@@ -94,7 +100,7 @@ def basic_request(self, prompt: str, **kwargs):
 
     @backoff.on_exception(
         backoff.expo,
-        groq.RateLimitError,
+        groq_api_error,
         max_time=1000,
         on_backoff=backoff_hdlr,
     )
diff --git a/poetry.lock b/poetry.lock
index 62eca1a5be..e2fe06a207 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -282,13 +282,13 @@ cryptography = "*"
 
 [[package]]
 name = "autodoc-pydantic"
-version = "2.0.1"
+version = "2.1.0"
 description = "Seamlessly integrate pydantic models in your Sphinx documentation."
 optional = true
-python-versions = ">=3.7.1,<4.0.0"
+python-versions = ">=3.8,<4.0.0"
 files = [
-    {file = "autodoc_pydantic-2.0.1-py3-none-any.whl", hash = "sha256:d3c302fdb6d37edb5b721f0f540252fa79cea7018bc1a9a85bf70f33a68b0ce4"},
-    {file = "autodoc_pydantic-2.0.1.tar.gz", hash = "sha256:7a125a4ff18e4903e27be71e4ddb3269380860eacab4a584d6cc2e212fa96991"},
+    {file = "autodoc_pydantic-2.1.0-py3-none-any.whl", hash = "sha256:9f1f82ee3667589dfa08b21697be8bbd80b15110e838cd765bb1bf3ce1b0ea8f"},
+    {file = "autodoc_pydantic-2.1.0.tar.gz", hash = "sha256:3cf1b973e2f5ff0fbbe9b951c11827b5e32d3409e238f7f5782359426ab8d360"},
 ]
 
 [package.dependencies]
@@ -390,33 +390,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "24.2.0"
+version = "24.3.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "black-24.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6981eae48b3b33399c8757036c7f5d48a535b962a7c2310d19361edeef64ce29"},
-    {file = "black-24.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d533d5e3259720fdbc1b37444491b024003e012c5173f7d06825a77508085430"},
-    {file = "black-24.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:61a0391772490ddfb8a693c067df1ef5227257e72b0e4108482b8d41b5aee13f"},
-    {file = "black-24.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:992e451b04667116680cb88f63449267c13e1ad134f30087dec8527242e9862a"},
-    {file = "black-24.2.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:163baf4ef40e6897a2a9b83890e59141cc8c2a98f2dda5080dc15c00ee1e62cd"},
-    {file = "black-24.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e37c99f89929af50ffaf912454b3e3b47fd64109659026b678c091a4cd450fb2"},
-    {file = "black-24.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f9de21bafcba9683853f6c96c2d515e364aee631b178eaa5145fc1c61a3cc92"},
-    {file = "black-24.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:9db528bccb9e8e20c08e716b3b09c6bdd64da0dd129b11e160bf082d4642ac23"},
-    {file = "black-24.2.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d84f29eb3ee44859052073b7636533ec995bd0f64e2fb43aeceefc70090e752b"},
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 ]
 
 [package.dependencies]
@@ -460,7 +460,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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@@ -1758,13 +1758,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.3.0"
+version = "6.3.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2102,13 +2102,13 @@ testing = ["pytest"]
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2380,13 +2380,13 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.13"
+version = "9.5.14"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -2702,13 +2702,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbformat"
-version = "5.10.2"
+version = "5.10.3"
 description = "The Jupyter Notebook format"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3038,13 +3038,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.13.3"
+version = "1.14.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -3140,13 +3140,13 @@ files = [
 
 [[package]]
 name = "optuna"
-version = "3.5.0"
+version = "3.6.0"
 description = "A hyperparameter optimization framework"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3159,12 +3159,11 @@ sqlalchemy = ">=1.3.0"
 tqdm = "*"
 
 [package.extras]
-benchmark = ["asv (>=0.5.0)", "botorch", "cma", "scikit-optimize", "virtualenv"]
+benchmark = ["asv (>=0.5.0)", "botorch", "cma", "virtualenv"]
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-test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)"]
+document = ["ase", "cmaes (>=0.10.0)", "fvcore", "lightgbm", "matplotlib (!=3.6.0)", "pandas", "pillow", "plotly (>=4.9.0)", "scikit-learn", "sphinx", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "sphinx-rtd-theme (>=1.2.0)", "torch", "torchvision"]
+optional = ["boto3", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)", "scipy", "torch"]
+test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)", "torch"]
 
 [[package]]
 name = "overrides"
@@ -3554,47 +3553,47 @@ files = [
 
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+version = "15.0.2"
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 python-versions = ">=3.8"
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 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-optional = false
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 [[package]]
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-version = "0.33.0"
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 description = "JSON Referencing + Python"
 optional = true
 python-versions = ">=3.8"
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 [package.dependencies]
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 [[package]]
@@ -4627,18 +4626,18 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
-    {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -6244,13 +6243,13 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.18.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.0-py3-none-any.whl", hash = "sha256:c1bb803ed69d2cce2373152797064f7e79bc43f0a3748eb494096a867e0ebf79"},
-    {file = "zipp-3.18.0.tar.gz", hash = "sha256:df8d042b02765029a09b157efd8e820451045890acc30f8e37dd2f94a060221f"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [package.extras]
@@ -6268,4 +6267,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "8b55c1af3ccff5334d51310bd6c1ee8104c27b145bf8e13fb19d47d864b6dea4"
+content-hash = "01ebe9c08886c5a57ce146d6437016fb2bb0abeaea96ae3e41469f4320332b76"
diff --git a/pyproject.toml b/pyproject.toml
index 9e20872c47..1007138b2f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,6 @@ sphinx_rtd_theme = { version = "*", optional = true }
 autodoc_pydantic = { version = "*", optional = true }
 sphinx-reredirects = { version = "^0.1.2", optional = true }
 sphinx-automodapi = { version = "0.16.0", optional = true }
-cffi = "^1.16.0"
 groq = "^0.4.2"
 rich = "^13.7.1"
 

From 704e7778a31e0acc79245de875b382942dda1043 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Tue, 19 Mar 2024 12:54:33 +0530
Subject: [PATCH 10/19] adding together stuff

---
 dsp/modules/__init__.py        |   1 +
 dsp/modules/together_client.py | 171 +++++++++++++++++++++++++++++++++
 dspy/__init__.py               |   2 +-
 3 files changed, 173 insertions(+), 1 deletion(-)
 create mode 100644 dsp/modules/together_client.py

diff --git a/dsp/modules/__init__.py b/dsp/modules/__init__.py
index 3c1f7141b3..fe61124cb7 100644
--- a/dsp/modules/__init__.py
+++ b/dsp/modules/__init__.py
@@ -9,6 +9,7 @@
 from .google import *
 from .gpt3 import *
 from .groq_client import *
+from .together_client import *
 from .hf import HFModel
 from .hf_client import Anyscale, HFClientTGI, Together
 from .ollama import *
diff --git a/dsp/modules/together_client.py b/dsp/modules/together_client.py
new file mode 100644
index 0000000000..4dc29ad658
--- /dev/null
+++ b/dsp/modules/together_client.py
@@ -0,0 +1,171 @@
+import logging
+import os
+import json
+from typing import Any, Literal, Optional, Required
+import backoff
+import together
+import functools
+import openai
+
+
+
+import dsp
+from dsp.modules.cache_utils import CacheMemory, NotebookCacheMemory, cache_turn_on
+from dsp.modules.lm import LM
+
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(message)s",
+    handlers=[logging.FileHandler("together_usage.log")],
+)
+
+def backoff_hdlr(details):
+    """Handler from https://pypi.org/project/backoff/"""
+    print(
+        "Backing off {wait:0.1f} seconds after {tries} tries "
+        "calling function {target} with kwargs "
+        "{kwargs}".format(**details),
+    )
+
+
+class TogetherLM(LM):
+    """Wrapper around groq's API.
+
+    Args:
+        model (str, optional): groq supported LLM model to use. Defaults to "mixtral-8x7b-32768".
+        api_key (Optional[str], optional): API provider Authentication token. use Defaults to None.
+        **kwargs: Additional arguments to pass to the API provider.
+    """
+
+    def __init__(
+        self,
+        api_key: str,
+        model: str = "mistralai/Mistral-7B-Instruct-v0.1",
+        **kwargs,
+    ):
+        super().__init__(model)
+        self.provider = "together"
+        if api_key:
+            self.client = openai.OpenAI(
+                        api_key=api_key,
+                        base_url="https://api.together.xyz/v1",
+                        )
+
+        else:
+            raise ValueError("api_key is required for groq")
+            
+
+        self.kwargs = {
+            "temperature": 0.0,
+            "max_tokens": 150,
+            "top_p": 1,
+            "frequency_penalty": 0,
+            "presence_penalty": 0,
+            "n": 1,
+            **kwargs,
+        }  
+        # models = self.client.models.list().data
+        # if models is not None:
+        #     if model in [m.id for m in models]: 
+        self.kwargs["model"] = model
+        self.history: list[dict[str, Any]] = []
+
+
+    def log_usage(self, response):
+        """Log the total tokens from the Groq API response."""
+        usage_data = response.get("usage")
+        if usage_data:
+            total_tokens = usage_data.get("total_tokens")
+            logging.info(f"{total_tokens}")
+
+    def basic_request(self, prompt: str, **kwargs):
+        raw_kwargs = kwargs
+
+        kwargs = {**self.kwargs, **kwargs}
+
+        kwargs["messages"] = [{"role": "user", "content": prompt}]
+        response = self.chat_request(**kwargs)
+
+        history = {
+            "prompt": prompt,
+            "response": response.choices[0].message.content,
+            "kwargs": kwargs,
+            "raw_kwargs": raw_kwargs,
+        }
+
+        self.history.append(history)
+
+        return response
+
+    @backoff.on_exception(
+        backoff.expo,
+        openai.RateLimitError,
+        max_time=1000,
+        on_backoff=backoff_hdlr,
+    )
+    def request(self, prompt: str, **kwargs):
+        """Handles retreival of model completions whilst handling rate limiting and caching."""
+        if "model_type" in kwargs:
+            del kwargs["model_type"]
+
+        return self.basic_request(prompt, **kwargs)
+
+    def _get_choice_text(self, choice) -> str:
+        return choice.message.content
+
+    def chat_request(self, **kwargs):
+        """Handles retreival of model completions whilst handling rate limiting and caching."""
+        response = self.client.chat.completions.create(**kwargs)
+        return response
+    
+    def __call__(
+        self,
+        prompt: str,
+        only_completed: bool = True,
+        return_sorted: bool = False,
+        **kwargs,
+    ) -> list[dict[str, Any]]:
+        """Retrieves completions from model.
+
+        Args:
+            prompt (str): prompt to send to model
+            only_completed (bool, optional): return only completed responses and ignores completion due to length. Defaults to True.
+            return_sorted (bool, optional): sort the completion choices using the returned probabilities. Defaults to False.
+
+        Returns:
+            list[dict[str, Any]]: list of completion choices
+        """
+
+        assert only_completed, "for now"
+        assert return_sorted is False, "for now"
+        response = self.request(prompt, **kwargs)
+
+        if dsp.settings.log_openai_usage:
+            self.log_usage(response)
+
+        choices = response.choices
+
+        completions = [self._get_choice_text(c) for c in choices]
+        if return_sorted and kwargs.get("n", 1) > 1:
+            scored_completions = []
+
+            for c in choices:
+                tokens, logprobs = (
+                    c["logprobs"]["tokens"],
+                    c["logprobs"]["token_logprobs"],
+                )
+
+                if "<|endoftext|>" in tokens:
+                    index = tokens.index("<|endoftext|>") + 1
+                    tokens, logprobs = tokens[:index], logprobs[:index]
+
+                avglog = sum(logprobs) / len(logprobs)
+                scored_completions.append((avglog, self._get_choice_text(c)))
+
+            scored_completions = sorted(scored_completions, reverse=True)
+            completions = [c for _, c in scored_completions]
+
+        return completions
+
diff --git a/dspy/__init__.py b/dspy/__init__.py
index f367a90dfa..c88d418f12 100644
--- a/dspy/__init__.py
+++ b/dspy/__init__.py
@@ -25,7 +25,7 @@
 HFClientVLLM = HFClientVLLM
 
 Anyscale = dsp.Anyscale
-Together = dsp.Together
+Together = dsp.TogetherLM
 HFModel = dsp.HFModel
 OllamaLocal = dsp.OllamaLocal
 Bedrock = dsp.Bedrock

From 760e4e9fec14f8294ef327d378f3778af6222a03 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Wed, 20 Mar 2024 11:41:11 +0530
Subject: [PATCH 11/19] adding it as optino

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1007138b2f..ab4581b8f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ sphinx_rtd_theme = { version = "*", optional = true }
 autodoc_pydantic = { version = "*", optional = true }
 sphinx-reredirects = { version = "^0.1.2", optional = true }
 sphinx-automodapi = { version = "0.16.0", optional = true }
-groq = "^0.4.2"
+groq = {version = "^0.4.2", optional = true }
 rich = "^13.7.1"
 
 

From 4d7cbbfe4c10515300c05967ae9854a0f88aa0f7 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Wed, 20 Mar 2024 11:43:06 +0530
Subject: [PATCH 12/19] adding poetry lock

---
 poetry.lock | 45 +++++++++++++++++----------------------------
 1 file changed, 17 insertions(+), 28 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e2fe06a207..b6e59ca7a2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1361,13 +1361,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "0.42.0"
+version = "0.42.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "griffe-0.42.0-py3-none-any.whl", hash = "sha256:384df6b802a60f70e65fdb7e83f5b27e2da869a12eac85b25b55250012dbc263"},
-    {file = "griffe-0.42.0.tar.gz", hash = "sha256:fb83ee602701ffdf99c9a6bf5f0a5a3bd877364b3bffb2c451dc8fbd9645b0cf"},
+    {file = "griffe-0.42.1-py3-none-any.whl", hash = "sha256:7e805e35617601355edcac0d3511cedc1ed0cb1f7645e2d336ae4b05bbae7b3b"},
+    {file = "griffe-0.42.1.tar.gz", hash = "sha256:57046131384043ed078692b85d86b76568a686266cc036b9b56b704466f803ce"},
 ]
 
 [package.dependencies]
@@ -1377,7 +1377,7 @@ colorama = ">=0.4"
 name = "groq"
 version = "0.4.2"
 description = "The official Python library for the groq API"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "groq-0.4.2-py3-none-any.whl", hash = "sha256:5b2b472c64d9f35210e0487db465415d47162da3a114031ecbfc8843d26302a5"},
@@ -1758,13 +1758,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.3.1"
+version = "6.3.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.3.1-py3-none-any.whl", hash = "sha256:4811639ca7fa830abdb8e9ca0a104dc6ad13de691d9fe0d3173a71304f068159"},
-    {file = "importlib_resources-6.3.1.tar.gz", hash = "sha256:29a3d16556e330c3c8fb8202118c5ff41241cc34cbfb25989bbad226d99b7995"},
+    {file = "importlib_resources-6.3.2-py3-none-any.whl", hash = "sha256:f41f4098b16cd140a97d256137cfd943d958219007990b2afb00439fc623f580"},
+    {file = "importlib_resources-6.3.2.tar.gz", hash = "sha256:963eb79649252b0160c1afcfe5a1d3fe3ad66edd0a8b114beacffb70c0674223"},
 ]
 
 [package.dependencies]
@@ -3038,13 +3038,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.14.1"
+version = "1.14.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.14.1-py3-none-any.whl", hash = "sha256:f9322b0bf3b82bbd06930fad535369a023f35a3a96d3ef0b827644a15d7aae97"},
-    {file = "openai-1.14.1.tar.gz", hash = "sha256:1fab5dd623cdc0c7c6e7da5d8d11fa6900f94191c2dfb6510d7eac33195fa175"},
+    {file = "openai-1.14.2-py3-none-any.whl", hash = "sha256:a48b3c4d635b603952189ac5a0c0c9b06c025b80eb2900396939f02bb2104ac3"},
+    {file = "openai-1.14.2.tar.gz", hash = "sha256:e5642f7c02cf21994b08477d7bb2c1e46d8f335d72c26f0396c5f89b15b5b153"},
 ]
 
 [package.dependencies]
@@ -5569,13 +5569,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.28.0"
+version = "0.28.1"
 description = "The lightning-fast ASGI server."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.28.0-py3-none-any.whl", hash = "sha256:6623abbbe6176204a4226e67607b4d52cc60ff62cda0ff177613645cefa2ece1"},
-    {file = "uvicorn-0.28.0.tar.gz", hash = "sha256:cab4473b5d1eaeb5a0f6375ac4bc85007ffc75c3cc1768816d9e5d589857b067"},
+    {file = "uvicorn-0.28.1-py3-none-any.whl", hash = "sha256:5162f6d652f545be91b1feeaee8180774af143965ca9dc8a47ff1dc6bafa4ad5"},
+    {file = "uvicorn-0.28.1.tar.gz", hash = "sha256:08103e79d546b6cf20f67c7e5e434d2cf500a6e29b28773e407250c54fc4fa3c"},
 ]
 
 [package.dependencies]
@@ -5639,26 +5639,15 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)"
 
 [[package]]
 name = "validators"
-version = "0.22.0"
+version = "0.23.2"
 description = "Python Data Validation for Humans™"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
-    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
+    {file = "validators-0.23.2-py3-none-any.whl", hash = "sha256:cb68e489f946f4934dbd3c203f08486c53493ab1c204f39d13b13c209f60e2c1"},
+    {file = "validators-0.23.2.tar.gz", hash = "sha256:397ec4a1e86192e6e904b5afe8c12da0e6eaa3db088c0cc426e00cfee2ef07a8"},
 ]
 
-[package.extras]
-docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
-docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
-hooks = ["pre-commit (>=3.3.3)"]
-package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
-runner = ["tox (>=4.11.1)"]
-sast = ["bandit[toml] (>=1.7.5)"]
-testing = ["pytest (>=7.4.0)"]
-tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
-tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
-
 [[package]]
 name = "verspec"
 version = "0.1.0"
@@ -6267,4 +6256,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "01ebe9c08886c5a57ce146d6437016fb2bb0abeaea96ae3e41469f4320332b76"
+content-hash = "860885b5c001532058d78d9658a00fc05a8a79bb83f10f69f00f9420def771a1"

From 081c95906663e074ed71e0be19bf74767a940d6b Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Mon, 25 Mar 2024 09:22:30 +0530
Subject: [PATCH 13/19] Delete poetry.lock

---
 poetry.lock | 6237 ---------------------------------------------------
 1 file changed, 6237 deletions(-)
 delete mode 100644 poetry.lock

diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 160f486cc0..0000000000
--- a/poetry.lock
+++ /dev/null
@@ -1,6237 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
-
-[[package]]
-name = "aiohttp"
-version = "3.9.3"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:939677b61f9d72a4fa2a042a5eee2a99a24001a67c13da113b2e30396567db54"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:82e6aa28dd46374f72093eda8bcd142f7771ee1eb9d1e223ff0fa7177a96b4a5"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f56455b0c2c7cc3b0c584815264461d07b177f903a04481dfc33e08a89f0c26b"},
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-    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.18.1"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
-[extras]
-chromadb = ["chromadb"]
-docs = ["autodoc_pydantic", "docutils", "furo", "m2r2", "myst-nb", "myst-parser", "sphinx", "sphinx-autobuild", "sphinx-automodapi", "sphinx-reredirects", "sphinx_rtd_theme"]
-marqo = ["marqo"]
-pinecone = ["pinecone-client"]
-qdrant = ["fastembed", "qdrant-client"]
-weaviate = ["weaviate-client"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.9,<3.12"
-content-hash = "860885b5c001532058d78d9658a00fc05a8a79bb83f10f69f00f9420def771a1"

From 3f2bc6f0e236221bd2b0e2275768ded378f58665 Mon Sep 17 00:00:00 2001
From: Somesh Fengade <someshfengde@gmail.com>
Date: Tue, 26 Mar 2024 10:40:43 +0530
Subject: [PATCH 14/19] poetry lock changes

---
 poetry.lock | 78 ++++++++++++++++++++---------------------------------
 1 file changed, 29 insertions(+), 49 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index be9ea9f340..052187a968 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -201,7 +201,7 @@ trio = ["trio (>=0.23)"]
 name = "appnope"
 version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
@@ -212,7 +212,7 @@ files = [
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
@@ -460,7 +460,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
@@ -756,7 +756,7 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 name = "comm"
 version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
@@ -871,7 +871,7 @@ vision = ["Pillow (>=6.2.1)"]
 name = "debugpy"
 version = "1.8.1"
 description = "An implementation of the Debug Adapter Protocol for Python"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"},
@@ -902,7 +902,7 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-optional = false
+optional = true
 python-versions = ">=3.5"
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
@@ -1001,7 +1001,7 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
-optional = false
+optional = true
 python-versions = ">=3.5"
 files = [
     {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
@@ -1373,25 +1373,6 @@ files = [
 [package.dependencies]
 colorama = ">=0.4"
 
-[[package]]
-name = "groq"
-version = "0.4.2"
-description = "The official Python library for the groq API"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "groq-0.4.2-py3-none-any.whl", hash = "sha256:5b2b472c64d9f35210e0487db465415d47162da3a114031ecbfc8843d26302a5"},
-    {file = "groq-0.4.2.tar.gz", hash = "sha256:42e8b0abd0f2b2da024b9a747d28960d62951a5364f078e1537c9fceeca8259d"},
-]
-
-[package.dependencies]
-anyio = ">=3.5.0,<5"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
-pydantic = ">=1.9.0,<3"
-sniffio = "*"
-typing-extensions = ">=4.7,<5"
-
 [[package]]
 name = "grpcio"
 version = "1.62.1"
@@ -1804,7 +1785,7 @@ files = [
 name = "ipykernel"
 version = "6.29.3"
 description = "IPython Kernel for Jupyter"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
@@ -1837,7 +1818,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 name = "ipython"
 version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
@@ -1874,7 +1855,7 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pa
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
@@ -1983,7 +1964,7 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 name = "jupyter-client"
 version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_client-8.6.1-py3-none-any.whl", hash = "sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f"},
@@ -2006,7 +1987,7 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 name = "jupyter-core"
 version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
@@ -2246,7 +2227,7 @@ urllib3 = "*"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-optional = false
+optional = true
 python-versions = ">=3.5"
 files = [
     {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
@@ -2740,7 +2721,7 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
-optional = false
+optional = true
 python-versions = ">=3.5"
 files = [
     {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
@@ -3294,7 +3275,7 @@ xml = ["lxml (>=4.9.2)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
@@ -3320,7 +3301,7 @@ files = [
 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
@@ -3431,7 +3412,7 @@ test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint"
 name = "prompt-toolkit"
 version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
-optional = false
+optional = true
 python-versions = ">=3.7.0"
 files = [
     {file = "prompt_toolkit-3.0.43-py3-none-any.whl", hash = "sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6"},
@@ -3465,7 +3446,7 @@ files = [
 name = "psutil"
 version = "5.9.8"
 description = "Cross-platform lib for process and system monitoring in Python."
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
     {file = "psutil-5.9.8-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8"},
@@ -3493,7 +3474,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
@@ -3551,7 +3532,7 @@ functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.60.0)", "promet
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
@@ -3660,7 +3641,7 @@ pyasn1 = ">=0.4.6,<0.6.0"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
     {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
@@ -3948,7 +3929,7 @@ files = [
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"},
@@ -3992,7 +3973,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -4045,7 +4025,7 @@ pyyaml = "*"
 name = "pyzmq"
 version = "25.1.2"
 description = "Python bindings for 0MQ"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "pyzmq-25.1.2-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:e624c789359f1a16f83f35e2c705d07663ff2b4d4479bad35621178d8f0f6ea4"},
@@ -5004,7 +4984,7 @@ sqlcipher = ["sqlcipher3_binary"]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
@@ -5307,7 +5287,7 @@ optree = ["optree (>=0.9.1)"]
 name = "tornado"
 version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-optional = false
+optional = true
 python-versions = ">= 3.8"
 files = [
     {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
@@ -5347,7 +5327,7 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.14.2"
 description = "Traitlets Python configuration system"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
@@ -5821,7 +5801,7 @@ anyio = ">=3.0.0"
 name = "wcwidth"
 version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
-optional = false
+optional = true
 python-versions = "*"
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
@@ -6285,4 +6265,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "7bf6ec3493f5104576143582ed1c6bb676bd1c901b7b352a1f8c18990c64e639"
+content-hash = "7bf6ec3493f5104576143582ed1c6bb676bd1c901b7b352a1f8c18990c64e639"
\ No newline at end of file

From 642cf4960bda81260f0073ae486e925b92df106b Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Tue, 26 Mar 2024 22:29:16 +0530
Subject: [PATCH 15/19] Update .gitignore

---
 .gitignore | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/.gitignore b/.gitignore
index 3401287a6a..7d9919d9aa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -46,8 +46,3 @@ finetuning_ckpts/
 assertion.log
 *.log
 *.db
-.venv
-temp_req.py
-trial.ipynb
-dsp/modules/error.html
-checkit.py

From 3400fc3ccc267ee785c845c3ce27141cff08ed8a Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Tue, 26 Mar 2024 22:29:44 +0530
Subject: [PATCH 16/19] Update __init__.py

---
 dsp/modules/__init__.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/dsp/modules/__init__.py b/dsp/modules/__init__.py
index db33ca29b0..b52d663cd5 100644
--- a/dsp/modules/__init__.py
+++ b/dsp/modules/__init__.py
@@ -9,7 +9,6 @@
 from .google import *
 from .gpt3 import *
 from .groq_client import *
-from .together_client import *
 from .hf import HFModel
 from .hf_client import Anyscale, HFClientTGI, Together
 from .mistral import *

From 40c7359ff4a1a410468f6b9390948107c3b6e6c2 Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Tue, 26 Mar 2024 17:12:10 +0000
Subject: [PATCH 17/19] making the fix

---
 dsp/modules/hf_client.py       |  51 ++++------
 dsp/modules/together_client.py | 171 ---------------------------------
 dspy/__init__.py               |   2 +-
 poetry.lock                    |  24 ++++-
 4 files changed, 44 insertions(+), 204 deletions(-)
 delete mode 100644 dsp/modules/together_client.py

diff --git a/dsp/modules/hf_client.py b/dsp/modules/hf_client.py
index 0a722fbf07..1302bbef5a 100644
--- a/dsp/modules/hf_client.py
+++ b/dsp/modules/hf_client.py
@@ -216,11 +216,11 @@ def run_server(self, port, model_name=None, model_path=None, env_variable=None,
         docker_process.wait()
 
 class Together(HFModel):
-    def __init__(self, model, api_key , **kwargs):
+    def __init__(self, model, **kwargs):
         super().__init__(model=model, is_client=True)
         self.session = requests.Session()
-        self.api_base = "https://api.together.xyz/v1/"
-        self.token = api_key
+        self.api_base = os.getenv("TOGETHER_API_BASE")
+        self.token = os.getenv("TOGETHER_API_KEY")
         self.model = model
 
         self.use_inst_template = False
@@ -246,9 +246,11 @@ def __init__(self, model, api_key , **kwargs):
         max_time=1000,
         on_backoff=backoff_hdlr,
     )
-    def _generate(self, prompt, use_chat_api=True, **kwargs):
+    def _generate(self, prompt, use_chat_api=False, **kwargs):
         url = f"{self.api_base}"
+
         kwargs = {**self.kwargs, **kwargs}
+
         stop = kwargs.get("stop")
         temperature = kwargs.get("temperature")
         max_tokens = kwargs.get("max_tokens", 150)
@@ -268,10 +270,10 @@ def _generate(self, prompt, use_chat_api=True, **kwargs):
                 "messages": messages,
                 "temperature": temperature,
                 "max_tokens": max_tokens,
-                # "top_p": top_p,
-                # "top_k": top_k,
-                # "repetition_penalty": repetition_penalty,
-                # "stop": stop,
+                "top_p": top_p,
+                "top_k": top_k,
+                "repetition_penalty": repetition_penalty,
+                "stop": stop,
             }
         else:
             body = {
@@ -279,37 +281,26 @@ def _generate(self, prompt, use_chat_api=True, **kwargs):
                 "prompt": prompt,
                 "temperature": temperature,
                 "max_tokens": max_tokens,
-                # "top_p": top_p,
-                # "top_k": top_k,
-                # "repetition_penalty": repetition_penalty,
-                # "stop": stop,
+                "top_p": top_p,
+                "top_k": top_k,
+                "repetition_penalty": repetition_penalty,
+                "stop": stop,
             }
 
-        headers = {
-            "Authorization": f"Bearer {self.token}",     
-            "Content-Type": "application/json"
-            }
-
-        try:   
-            # print(url, headers, body)
-            # resp = requests.post(url, headers = headers , json = body) 
-            # print(resp.text)
-            # return resp.json()
+        headers = {"Authorization": f"Bearer {self.token}"}
 
+        try:
             with self.session.post(url, headers=headers, json=body) as resp:
-                print(resp)
                 resp_json = resp.json()
-                print(resp_json)
                 if use_chat_api:
-                    completions = [resp_json.get('choices', [])[0].get('message', {}).get('content', "")]
+                    completions = [resp_json['output'].get('choices', [])[0].get('message', {}).get('content', "")]
                 else:
-                    completions = [resp_json.get('choices', [])[0].get('content', "")]
+                    completions = [resp_json['output'].get('choices', [])[0].get('text', "")]
                 response = {"prompt": prompt, "choices": [{"text": c} for c in completions]}
                 return response
         except Exception as e:
-            pass
-            # if resp_json:
-            #     print(f"resp_json:{resp_json}")
+            if resp_json:
+                print(f"resp_json:{resp_json}")
             print(f"Failed to parse JSON response: {e}")
             raise Exception("Received invalid JSON response from server")
 
@@ -442,4 +433,4 @@ def _generate(self, prompt, **kwargs):
 
 @CacheMemory.cache
 def send_hfsglang_request_v00(arg, **kwargs):
-    return requests.post(arg, **kwargs)
+    return requests.post(arg, **kwargs)
\ No newline at end of file
diff --git a/dsp/modules/together_client.py b/dsp/modules/together_client.py
deleted file mode 100644
index 4dc29ad658..0000000000
--- a/dsp/modules/together_client.py
+++ /dev/null
@@ -1,171 +0,0 @@
-import logging
-import os
-import json
-from typing import Any, Literal, Optional, Required
-import backoff
-import together
-import functools
-import openai
-
-
-
-import dsp
-from dsp.modules.cache_utils import CacheMemory, NotebookCacheMemory, cache_turn_on
-from dsp.modules.lm import LM
-
-
-# Configure logging
-logging.basicConfig(
-    level=logging.INFO,
-    format="%(message)s",
-    handlers=[logging.FileHandler("together_usage.log")],
-)
-
-def backoff_hdlr(details):
-    """Handler from https://pypi.org/project/backoff/"""
-    print(
-        "Backing off {wait:0.1f} seconds after {tries} tries "
-        "calling function {target} with kwargs "
-        "{kwargs}".format(**details),
-    )
-
-
-class TogetherLM(LM):
-    """Wrapper around groq's API.
-
-    Args:
-        model (str, optional): groq supported LLM model to use. Defaults to "mixtral-8x7b-32768".
-        api_key (Optional[str], optional): API provider Authentication token. use Defaults to None.
-        **kwargs: Additional arguments to pass to the API provider.
-    """
-
-    def __init__(
-        self,
-        api_key: str,
-        model: str = "mistralai/Mistral-7B-Instruct-v0.1",
-        **kwargs,
-    ):
-        super().__init__(model)
-        self.provider = "together"
-        if api_key:
-            self.client = openai.OpenAI(
-                        api_key=api_key,
-                        base_url="https://api.together.xyz/v1",
-                        )
-
-        else:
-            raise ValueError("api_key is required for groq")
-            
-
-        self.kwargs = {
-            "temperature": 0.0,
-            "max_tokens": 150,
-            "top_p": 1,
-            "frequency_penalty": 0,
-            "presence_penalty": 0,
-            "n": 1,
-            **kwargs,
-        }  
-        # models = self.client.models.list().data
-        # if models is not None:
-        #     if model in [m.id for m in models]: 
-        self.kwargs["model"] = model
-        self.history: list[dict[str, Any]] = []
-
-
-    def log_usage(self, response):
-        """Log the total tokens from the Groq API response."""
-        usage_data = response.get("usage")
-        if usage_data:
-            total_tokens = usage_data.get("total_tokens")
-            logging.info(f"{total_tokens}")
-
-    def basic_request(self, prompt: str, **kwargs):
-        raw_kwargs = kwargs
-
-        kwargs = {**self.kwargs, **kwargs}
-
-        kwargs["messages"] = [{"role": "user", "content": prompt}]
-        response = self.chat_request(**kwargs)
-
-        history = {
-            "prompt": prompt,
-            "response": response.choices[0].message.content,
-            "kwargs": kwargs,
-            "raw_kwargs": raw_kwargs,
-        }
-
-        self.history.append(history)
-
-        return response
-
-    @backoff.on_exception(
-        backoff.expo,
-        openai.RateLimitError,
-        max_time=1000,
-        on_backoff=backoff_hdlr,
-    )
-    def request(self, prompt: str, **kwargs):
-        """Handles retreival of model completions whilst handling rate limiting and caching."""
-        if "model_type" in kwargs:
-            del kwargs["model_type"]
-
-        return self.basic_request(prompt, **kwargs)
-
-    def _get_choice_text(self, choice) -> str:
-        return choice.message.content
-
-    def chat_request(self, **kwargs):
-        """Handles retreival of model completions whilst handling rate limiting and caching."""
-        response = self.client.chat.completions.create(**kwargs)
-        return response
-    
-    def __call__(
-        self,
-        prompt: str,
-        only_completed: bool = True,
-        return_sorted: bool = False,
-        **kwargs,
-    ) -> list[dict[str, Any]]:
-        """Retrieves completions from model.
-
-        Args:
-            prompt (str): prompt to send to model
-            only_completed (bool, optional): return only completed responses and ignores completion due to length. Defaults to True.
-            return_sorted (bool, optional): sort the completion choices using the returned probabilities. Defaults to False.
-
-        Returns:
-            list[dict[str, Any]]: list of completion choices
-        """
-
-        assert only_completed, "for now"
-        assert return_sorted is False, "for now"
-        response = self.request(prompt, **kwargs)
-
-        if dsp.settings.log_openai_usage:
-            self.log_usage(response)
-
-        choices = response.choices
-
-        completions = [self._get_choice_text(c) for c in choices]
-        if return_sorted and kwargs.get("n", 1) > 1:
-            scored_completions = []
-
-            for c in choices:
-                tokens, logprobs = (
-                    c["logprobs"]["tokens"],
-                    c["logprobs"]["token_logprobs"],
-                )
-
-                if "<|endoftext|>" in tokens:
-                    index = tokens.index("<|endoftext|>") + 1
-                    tokens, logprobs = tokens[:index], logprobs[:index]
-
-                avglog = sum(logprobs) / len(logprobs)
-                scored_completions.append((avglog, self._get_choice_text(c)))
-
-            scored_completions = sorted(scored_completions, reverse=True)
-            completions = [c for _, c in scored_completions]
-
-        return completions
-
diff --git a/dspy/__init__.py b/dspy/__init__.py
index 6a5fdf7256..75d2332815 100644
--- a/dspy/__init__.py
+++ b/dspy/__init__.py
@@ -27,7 +27,7 @@
 HFClientVLLM = HFClientVLLM
 
 Anyscale = dsp.Anyscale
-Together = dsp.TogetherLM
+Together = dsp.Together
 HFModel = dsp.HFModel
 OllamaLocal = dsp.OllamaLocal
 Bedrock = dsp.Bedrock
diff --git a/poetry.lock b/poetry.lock
index 052187a968..288770d7f9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -1373,6 +1373,25 @@ files = [
 [package.dependencies]
 colorama = ">=0.4"
 
+[[package]]
+name = "groq"
+version = "0.4.2"
+description = "The official Python library for the groq API"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "groq-0.4.2-py3-none-any.whl", hash = "sha256:5b2b472c64d9f35210e0487db465415d47162da3a114031ecbfc8843d26302a5"},
+    {file = "groq-0.4.2.tar.gz", hash = "sha256:42e8b0abd0f2b2da024b9a747d28960d62951a5364f078e1537c9fceeca8259d"},
+]
+
+[package.dependencies]
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+typing-extensions = ">=4.7,<5"
+
 [[package]]
 name = "grpcio"
 version = "1.62.1"
@@ -3973,6 +3992,7 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -6265,4 +6285,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "7bf6ec3493f5104576143582ed1c6bb676bd1c901b7b352a1f8c18990c64e639"
\ No newline at end of file
+content-hash = "fd456249b1ce295ffb92ba44e89a8a39c1dbabe34d627038149b23dafe16c21a"

From c00917e781449d85f0e4b8b228a70c7dc365c520 Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Sun, 31 Mar 2024 00:04:57 +0530
Subject: [PATCH 18/19] Update poetry.lock

---
 poetry.lock | 113 ++++++++++++++++++++++++++++++++++++++++++----------
 1 file changed, 91 insertions(+), 22 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 07b19def84..4101cd486c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -520,6 +520,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
+    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -941,6 +952,17 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "distlib"
+version = "0.3.8"
+description = "Distribution utilities"
+optional = false
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
+    {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -1373,25 +1395,6 @@ files = [
 [package.dependencies]
 colorama = ">=0.4"
 
-[[package]]
-name = "groq"
-version = "0.4.2"
-description = "The official Python library for the groq API"
-optional = true
-python-versions = ">=3.7"
-files = [
-    {file = "groq-0.4.2-py3-none-any.whl", hash = "sha256:5b2b472c64d9f35210e0487db465415d47162da3a114031ecbfc8843d26302a5"},
-    {file = "groq-0.4.2.tar.gz", hash = "sha256:42e8b0abd0f2b2da024b9a747d28960d62951a5364f078e1537c9fceeca8259d"},
-]
-
-[package.dependencies]
-anyio = ">=3.5.0,<5"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
-pydantic = ">=1.9.0,<3"
-sniffio = "*"
-typing-extensions = ">=4.7,<5"
-
 [[package]]
 name = "grpcio"
 version = "1.62.1"
@@ -1730,6 +1733,20 @@ files = [
     {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
 ]
 
+[[package]]
+name = "identify"
+version = "2.5.35"
+description = "File identification library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "identify-2.5.35-py2.py3-none-any.whl", hash = "sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e"},
+    {file = "identify-2.5.35.tar.gz", hash = "sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791"},
+]
+
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
 name = "idna"
 version = "3.6"
@@ -2765,6 +2782,20 @@ doc = ["nb2plots (>=0.7)", "nbconvert (<7.9)", "numpydoc (>=1.6)", "pillow (>=9.
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "nodeenv"
+version = "1.8.0"
+description = "Node.js virtual environment builder"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+files = [
+    {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
+    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -3440,6 +3471,24 @@ dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 sentry = ["django", "sentry-sdk"]
 test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
 
+[[package]]
+name = "pre-commit"
+version = "3.7.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pre_commit-3.7.0-py2.py3-none-any.whl", hash = "sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab"},
+    {file = "pre_commit-3.7.0.tar.gz", hash = "sha256:e209d61b8acdcf742404408531f0c37d49d2c734fd7cff2d6076083d191cb060"},
+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.43"
@@ -4662,7 +4711,7 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 name = "setuptools"
 version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
@@ -5724,6 +5773,26 @@ files = [
 [package.extras]
 test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
+[[package]]
+name = "virtualenv"
+version = "20.25.1"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.25.1-py3-none-any.whl", hash = "sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a"},
+    {file = "virtualenv-20.25.1.tar.gz", hash = "sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
 [[package]]
 name = "watchdog"
 version = "4.0.0"
@@ -6321,4 +6390,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "fd456249b1ce295ffb92ba44e89a8a39c1dbabe34d627038149b23dafe16c21a"
+content-hash = "8ebefcbe706bfffbdc30518bc8c6cada8214d126dc625824b481113b109b4ec1"

From 3bfc8f9f83dddd26041a0400265096748dd720e7 Mon Sep 17 00:00:00 2001
From: Somesh <42097653+someshfengde@users.noreply.github.com>
Date: Wed, 3 Apr 2024 13:21:15 +0530
Subject: [PATCH 19/19] poetry fix

---
 poetry.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index 4101cd486c..fe3448b93c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6390,4 +6390,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "8ebefcbe706bfffbdc30518bc8c6cada8214d126dc625824b481113b109b4ec1"
+content-hash = "8ebefcbe706bfffbdc30518bc8c6cada8214d126dc625824b481113b109b4ec1"
\ No newline at end of file