diff --git a/poetry.lock b/poetry.lock
index a8c6eec..f24992d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -326,6 +326,20 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -518,14 +532,14 @@ files = [
 ]
 
 [[package]]
-name = "dspy-ai"
-version = "2.4.17"
+name = "dspy"
+version = "2.5.7"
 description = "DSPy"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dspy-ai-2.4.17.tar.gz", hash = "sha256:fac84ff4d1d65e26ab6f5b81e2cb7585f5c1fcc4331a97fb73a0054f3ec5a852"},
-    {file = "dspy_ai-2.4.17-py3-none-any.whl", hash = "sha256:da16720d621cb678eb3e8567e7ae3b3428ba8fe13e3798ad651db3bc51ca7f65"},
+    {file = "dspy-2.5.7-py3-none-any.whl", hash = "sha256:2b90689ae8de9fe7b16687649d1c137abff724c0b33817fa5228412e95a38294"},
+    {file = "dspy-2.5.7.tar.gz", hash = "sha256:6863f1b9bc561ce272dbcb015954582c0371c9da65e86e22f59880b418e618d5"},
 ]
 
 [package.dependencies]
@@ -534,8 +548,9 @@ datasets = "*"
 diskcache = "*"
 httpx = "*"
 joblib = ">=1.3,<2.0"
+litellm = "*"
 magicattr = ">=0.1.6,<0.2.0"
-openai = ">=0.28.1,<2.0.0"
+openai = "*"
 optuna = "*"
 pandas = "*"
 pydantic = ">=2.0,<3.0"
@@ -557,11 +572,26 @@ marqo = ["marqo (>=3.1.0,<3.2.0)"]
 milvus = ["pymilvus (>=2.3.7,<2.4.0)"]
 mongodb = ["pymongo (>=3.12.0,<3.13.0)"]
 myscale = ["clickhouse-connect"]
+pgvector = ["pgvector (>=0.2.5,<0.3.0)", "psycopg2 (>=2.9.9,<2.10.0)"]
 pinecone = ["pinecone-client (>=2.2.4,<2.3.0)"]
 qdrant = ["fastembed", "qdrant-client"]
 snowflake = ["snowflake-snowpark-python"]
 weaviate = ["weaviate-client (>=4.6.5,<4.7.0)"]
 
+[[package]]
+name = "dspy-ai"
+version = "2.5.7"
+description = "DSPy"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "dspy-ai-2.5.7.tar.gz", hash = "sha256:a9cdc734c8db2195c219ab95e3d3ea3a6f6589ebc3ff6a193f9838c6ccf194db"},
+    {file = "dspy_ai-2.5.7-py3-none-any.whl", hash = "sha256:c6213aa38fa50fe19ce711870037676ef22ef3146fba4c634948225e0f731a0b"},
+]
+
+[package.dependencies]
+dspy = "2.5.7"
+
 [[package]]
 name = "filelock"
 version = "3.16.1"
@@ -897,6 +927,29 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.5.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
+]
+
+[package.dependencies]
+zipp = ">=3.20"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -908,6 +961,23 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "jinja2"
+version = "3.1.4"
+description = "A very fast and expressive template engine."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "jiter"
 version = "0.5.0"
@@ -989,6 +1059,69 @@ files = [
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
+[[package]]
+name = "jsonschema"
+version = "4.23.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2024.10.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
+    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
+[[package]]
+name = "litellm"
+version = "1.49.2"
+description = "Library to easily interface with LLM API providers"
+optional = false
+python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
+files = [
+    {file = "litellm-1.49.2-py3-none-any.whl", hash = "sha256:fa098963bb95fbe61fe3af24bfd020dd318b5483184ff8bd9c26b7938a47e298"},
+    {file = "litellm-1.49.2.tar.gz", hash = "sha256:f3a493264aae492fc292bb86c88b0c929c0b13267162272183727ce4a99e3859"},
+]
+
+[package.dependencies]
+aiohttp = "*"
+click = "*"
+importlib-metadata = ">=6.8.0"
+jinja2 = ">=3.1.2,<4.0.0"
+jsonschema = ">=4.22.0,<5.0.0"
+openai = ">=1.51.0"
+pydantic = ">=2.0.0,<3.0.0"
+python-dotenv = ">=0.2.0"
+requests = ">=2.31.0,<3.0.0"
+tiktoken = ">=0.7.0"
+tokenizers = "*"
+
+[package.extras]
+extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"]
+proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
+
 [[package]]
 name = "magicattr"
 version = "0.1.6"
@@ -1744,6 +1877,21 @@ files = [
     {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
 ]
 
+[[package]]
+name = "referencing"
+version = "0.35.1"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
+    {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "regex"
 version = "2024.9.11"
@@ -1868,6 +2016,118 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "rpds-py"
+version = "0.20.0"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "rpds_py-0.20.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3ad0fda1635f8439cde85c700f964b23ed5fc2d28016b32b9ee5fe30da5c84e2"},
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+    {file = "tokenizers-0.20.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:de291633fb9303555793cc544d4a86e858da529b7d0b752bcaf721ae1d74b2c9"},
+    {file = "tokenizers-0.20.1.tar.gz", hash = "sha256:84edcc7cdeeee45ceedb65d518fffb77aec69311c9c8e30f77ad84da3025f002"},
+]
+
+[package.dependencies]
+huggingface-hub = ">=0.16.4,<1.0"
+
+[package.extras]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+
 [[package]]
 name = "tqdm"
 version = "4.66.5"
@@ -2377,7 +2801,26 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.20.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.12,<3.13"
-content-hash = "87d5b199ce3b06b25016c829ce3b8b65154326b0987aa4dca5f6085da19f22f1"
+content-hash = "356b7d241b393cd4844ff94313aba236e162cb65ae7393044f8e9222baf46e1b"
diff --git a/pyproject.toml b/pyproject.toml
index 96a0bc9..860392a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ classifiers = [
 
 [tool.poetry.dependencies]
 python = ">=3.12,<3.13"
-dspy-ai = "2.4.17"
+dspy-ai = "2.5.7"
 python-dotenv = "^1.0.1"
 
 [tool.poetry.group.dev.dependencies]