Template Readmes and Standardization (#12819)

Co-authored-by: Erick Friis <erick@langchain.dev>
2025-09-01 11:02:37 +00:00 · 2023-11-03 13:15:29 -07:00
parent 6c237716c4
commit 83cee2cec4
116 changed files with 14948 additions and 5872 deletions
--- a/templates/anthropic-iterative-search/anthropic_iterative_search/init.py
+++ b/templates/anthropic-iterative-search/anthropic_iterative_search/init.py
@@ -1,11 +1,3 @@
-from langchain.schema.runnable import ConfigurableField
-
 from .chain import chain
-from .retriever_agent import executor

-final_chain = chain.configurable_alternatives(
-    ConfigurableField(id="chain"),
-    default_key="response",
-    # This adds a new option, with name `openai` that is equal to `ChatOpenAI()`
-    retrieve=executor,
-)
+__all__ = ["chain"]
--- a/templates/anthropic-iterative-search/anthropic_iterative_search/chain.py
+++ b/templates/anthropic-iterative-search/anthropic_iterative_search/chain.py
@@ -2,6 +2,7 @@ from langchain.chat_models import ChatAnthropic
 from langchain.prompts import ChatPromptTemplate
 from langchain.pydantic_v1 import BaseModel
 from langchain.schema.output_parser import StrOutputParser
+from langchain.schema.runnable import ConfigurableField

 from .prompts import answer_prompt
 from .retriever_agent import executor
@@ -25,3 +26,10 @@ class Inputs(BaseModel):


 chain = chain.with_types(input_type=Inputs)
+
+chain = chain.configurable_alternatives(
+    ConfigurableField(id="chain"),
+    default_key="response",
+    # This adds a new option, with name `openai` that is equal to `ChatOpenAI()`
+    retrieve=executor,
+)
--- a/templates/anthropic-iterative-search/poetry.lock
+++ b/templates/anthropic-iterative-search/poetry.lock
@@ -122,20 +122,6 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"

-[[package]]
-name = "annotated-types"
-version = "0.6.0"
-description = "Reusable constraint types to use with typing.Annotated"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
-    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
-]
-
-[package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
-
 [[package]]
 name = "anthropic"
 version = "0.5.0"
@@ -333,6 +319,20 @@ files = [
    {file = "charset_normalizer-3.3.0-py3-none-any.whl", hash = "sha256:e46cd37076971c1040fc8c41273a8b3e2c624ce4f2be3f5dfcb7a430c1d3acc2"},
 ]

+[[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"
@@ -384,6 +384,26 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]

+[[package]]
+name = "fastapi"
+version = "0.104.1"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastapi-0.104.1-py3-none-any.whl", hash = "sha256:752dc31160cdbd0436bb93bad51560b57e525cbb1d4bbf6f4904ceee75548241"},
+    {file = "fastapi-0.104.1.tar.gz", hash = "sha256:e5e4540a7c5e1dcfbbcf5b903c234feddcdcd881f191977a1c5dfd917487e7ae"},
+]
+
+[package.dependencies]
+anyio = ">=3.7.1,<4.0.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "filelock"
 version = "3.12.4"
@@ -505,6 +525,37 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]

+[[package]]
+name = "gitdb"
+version = "4.0.11"
+description = "Git Object Database"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4"},
+    {file = "gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b"},
+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.40"
+description = "GitPython is a Python library used to interact with Git repositories"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "GitPython-3.1.40-py3-none-any.whl", hash = "sha256:cf14627d5a8049ffbf49915732e5eddbe8134c3bdb9d476e6182b676fc573f8a"},
+    {file = "GitPython-3.1.40.tar.gz", hash = "sha256:22b126e9ffb671fdd0c129796343a02bf67bf2994b35449ffc9321aa755e18a4"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
+
 [[package]]
 name = "greenlet"
 version = "3.0.0"
@@ -636,6 +687,17 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]

+[[package]]
+name = "httpx-sse"
+version = "0.3.1"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "httpx-sse-0.3.1.tar.gz", hash = "sha256:3bb3289b2867f50cbdb2fee3eeeefecb1e86653122e164faac0023f1ffc88aea"},
+    {file = "httpx_sse-0.3.1-py3-none-any.whl", hash = "sha256:7376dd88732892f9b6b549ac0ad05a8e2341172fe7dcf9f8f9c8050934297316"},
+]
+
 [[package]]
 name = "huggingface-hub"
 version = "0.17.3"
@@ -745,6 +807,52 @@ openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.6.0)"]
 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]

+[[package]]
+name = "langchain-cli"
+version = "0.0.13"
+description = "CLI for interacting with LangChain"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = [
+    {file = "langchain_cli-0.0.13-py3-none-any.whl", hash = "sha256:7f9bc2178fcfa042180f4f2597c4a8a3de7c1a75a7cead99b52b943ac54f1649"},
+    {file = "langchain_cli-0.0.13.tar.gz", hash = "sha256:2ce9febfb312aad6a70a12f121644ca4695bb3758992cd4fcb13bc22a3803261"},
+]
+
+[package.dependencies]
+fastapi = ">=0.104.0,<0.105.0"
+gitpython = ">=3.1.40,<4.0.0"
+langserve = {version = ">=0.0.16", extras = ["all"], optional = true, markers = "extra == \"serve\""}
+tomli = ">=2.0.1,<3.0.0"
+typer = {version = ">=0.9.0,<0.10.0", extras = ["all"]}
+uvicorn = ">=0.23.2,<0.24.0"
+
+[package.extras]
+serve = ["langserve[all] (>=0.0.16)"]
+
+[[package]]
+name = "langserve"
+version = "0.0.22"
+description = ""
+optional = false
+python-versions = ">=3.8.1,<4.0.0"
+files = [
+    {file = "langserve-0.0.22-py3-none-any.whl", hash = "sha256:908239209959fc23202a09113b42c0e5838d046404a4e725602fe56af96bf340"},
+    {file = "langserve-0.0.22.tar.gz", hash = "sha256:14a33986668c8d36aa2e58dc66307c021eaac18019d2b99e7fae30f6937650d1"},
+]
+
+[package.dependencies]
+fastapi = {version = ">=0.90.1", optional = true, markers = "extra == \"server\" or extra == \"all\""}
+httpx = ">=0.23.0"
+httpx-sse = {version = ">=0.3.1", optional = true, markers = "extra == \"client\" or extra == \"all\""}
+langchain = ">=0.0.322"
+pydantic = ">=1,<2"
+sse-starlette = {version = ">=1.3.0,<2.0.0", optional = true, markers = "extra == \"server\" or extra == \"all\""}
+
+[package.extras]
+all = ["fastapi (>=0.90.1)", "httpx-sse (>=0.3.1)", "sse-starlette (>=1.3.0,<2.0.0)"]
+client = ["httpx-sse (>=0.3.1)"]
+server = ["fastapi (>=0.90.1)", "sse-starlette (>=1.3.0,<2.0.0)"]
+
 [[package]]
 name = "langsmith"
 version = "0.0.54"
@@ -760,6 +868,30 @@ files = [
 pydantic = ">=1,<3"
 requests = ">=2,<3"

+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "marshmallow"
 version = "3.20.1"
@@ -780,6 +912,17 @@ docs = ["alabaster (==0.7.13)", "autodocsumm (==0.2.11)", "sphinx (==7.0.1)", "s
 lint = ["flake8 (==6.0.0)", "flake8-bugbear (==23.7.10)", "mypy (==1.4.1)", "pre-commit (>=2.4,<4.0)"]
 tests = ["pytest", "pytz", "simplejson"]

+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.0.4"
@@ -924,140 +1067,69 @@ files = [

 [[package]]
 name = "pydantic"
-version = "2.4.2"
-description = "Data validation using Python type hints"
+version = "1.10.13"
+description = "Data validation and settings management using python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pydantic-2.4.2-py3-none-any.whl", hash = "sha256:bc3ddf669d234f4220e6e1c4d96b061abe0998185a8d7855c0126782b7abc8c1"},
-    {file = "pydantic-2.4.2.tar.gz", hash = "sha256:94f336138093a5d7f426aac732dcfe7ab4eb4da243c88f891d65deb4a2556ee7"},
+    {file = "pydantic-1.10.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:efff03cc7a4f29d9009d1c96ceb1e7a70a65cfe86e89d34e4a5f2ab1e5693737"},
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+    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
 ]

-[package.dependencies]
-typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+[package.extras]
+plugins = ["importlib-metadata"]

 [[package]]
 name = "pyyaml"
@@ -1129,6 +1201,47 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]

+[[package]]
+name = "rich"
+version = "13.6.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "rich-13.6.0-py3-none-any.whl", hash = "sha256:2b38e2fe9ca72c9a00170a1a2d20c63c790d0e10ef1fe35eba76e1e7b1d7d245"},
+    {file = "rich-13.6.0.tar.gz", hash = "sha256:5c14d22737e6d5084ef4771b62d5d4363165b403455a30a1c8ca39dc7b644bef"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
+[[package]]
+name = "smmap"
+version = "5.0.1"
+description = "A pure Python implementation of a sliding window memory map manager"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"},
+    {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.0"
@@ -1189,6 +1302,38 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]

+[[package]]
+name = "sse-starlette"
+version = "1.6.5"
+description = "\"SSE plugin for Starlette\""
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "sse-starlette-1.6.5.tar.gz", hash = "sha256:819f2c421fb37067380fe3dcaba246c476b02651b7bb7601099a378ad802a0ac"},
+    {file = "sse_starlette-1.6.5-py3-none-any.whl", hash = "sha256:68b6b7eb49be0c72a2af80a055994c13afcaa4761b29226beb208f954c25a642"},
+]
+
+[package.dependencies]
+starlette = "*"
+
+[[package]]
+name = "starlette"
+version = "0.27.0"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "starlette-0.27.0-py3-none-any.whl", hash = "sha256:918416370e846586541235ccd38a474c08b80443ed31c578a418e2209b3eef91"},
+    {file = "starlette-0.27.0.tar.gz", hash = "sha256:6a6b0d042acb8d469a01eba54e9cda6cbd24ac602c4cd016723117d6a7e73b75"},
+]
+
+[package.dependencies]
+anyio = ">=3.4.0,<5"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
+
 [[package]]
 name = "tenacity"
 version = "8.2.3"
@@ -1318,6 +1463,17 @@ dev = ["tokenizers[testing]"]
 docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
 testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]

+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
 [[package]]
 name = "tqdm"
 version = "4.66.1"
@@ -1338,6 +1494,30 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]

+[[package]]
+name = "typer"
+version = "0.9.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
+    {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
+]
+
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+colorama = {version = ">=0.4.3,<0.5.0", optional = true, markers = "extra == \"all\""}
+rich = {version = ">=10.11.0,<14.0.0", optional = true, markers = "extra == \"all\""}
+shellingham = {version = ">=1.3.0,<2.0.0", optional = true, markers = "extra == \"all\""}
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.8.0"
@@ -1381,6 +1561,25 @@ secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]

+[[package]]
+name = "uvicorn"
+version = "0.23.2"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"},
+    {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"},
+]
+
+[package.dependencies]
+click = ">=7.0"
+h11 = ">=0.8"
+typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+
 [[package]]
 name = "wikipedia"
 version = "1.4.0"
@@ -1485,4 +1684,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0"
-content-hash = "837dee2f056b7920c8746c8a1c0199b29e6e31dba358a37795895f7fed26e02d"
+content-hash = "1d48839e2c12303f8ad1656c3cfaac35f35c1380a48cd323eb00363c313c8473"
--- a/templates/anthropic-iterative-search/pyproject.toml
+++ b/templates/anthropic-iterative-search/pyproject.toml
@@ -11,9 +11,12 @@ langchain = ">=0.0.325"
 anthropic = "^0.5.0"
 wikipedia = "^1.4.0"

+[tool.poetry.group.dev.dependencies]
+langchain-cli = {extras = ["serve"], version = "^0.0.13"}
+
 [tool.langserve]
 export_module = "anthropic_iterative_search"
-export_attr = "final_chain"
+export_attr = "chain"

 [build-system]
 requires = [