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Relax python version and remove need for explicit setup step (#12637)

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This PR addresses what seems like a unnecessary Python version
restriction in the pyroject.toml specs within both Cassandra (/Astra DB)
templates. With "^3.11" I got some version incompatibilities with the
latest "langchain add [...]" commands, so these are now relaxed in line
with the other templates I could inspect.

Incidentally, in the "entomology" template, the need for an explicit
"setup" step for the user to carry on has been removed, replaced by a
check-and-execute-if-necessary instruction on app startup.

Thank you for your attention!
This commit is contained in:
Stefano Lottini 2023-10-31 17:42:27 +01:00 committed by GitHub
parent 5308b836c7
commit a4e4b5a86f
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GPG Key ID: 4AEE18F83AFDEB23
5 changed files with 143 additions and 127 deletions
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8
templates/cassandra-entomology-rag/cassandra_entomology_rag/__init__.py
View File

@ -8,6 +8,8 @@ from langchain.schema.output_parser import StrOutputParser
from langchain.schema.runnable import RunnablePassthrough
from langchain.vectorstores import Cassandra
from .populate_vector_store import populate
use_cassandra = int(os.environ.get("USE_CASSANDRA_CLUSTER", "0"))
if use_cassandra:
from .cassandra_cluster_init import get_cassandra_connection
@ -36,6 +38,12 @@ vector_store = Cassandra(
)
retriever = vector_store.as_retriever(search_kwargs={"k": 3})
# For demo reasons, let's ensure there are rows on the vector store.
# Please remove this and/or adapt to your use case!
inserted_lines = populate(vector_store)
if inserted_lines:
print(f"Done ({inserted_lines} lines inserted).")
entomology_template = """
You are an expert entomologist, tasked with answering enthusiast biologists' questions.
You must answer based only on the provided context, do not make up any fact.

29
templates/cassandra-entomology-rag/cassandra_entomology_rag/populate_vector_store.py Normal file
View File

@ -0,0 +1,29 @@
import os
BASE_DIR = os.path.abspath(os.path.dirname(__file__))
def populate(vector_store):
# is the store empty? find out with a probe search
hits = vector_store.similarity_search_by_vector(
embedding=[0.001] * 1536,
k=1,
)
#
if len(hits) == 0:
# this seems a first run:
# must populate the vector store
src_file_name = os.path.join(BASE_DIR, "..", "sources.txt")
lines = [
line.strip()
for line in open(src_file_name).readlines()
if line.strip()
if line[0] != "#"
]
# deterministic IDs to prevent duplicates on multiple runs
ids = ["_".join(line.split(" ")[:2]).lower().replace(":", "") for line in lines]
#
vector_store.add_texts(texts=lines, ids=ids)
return len(lines)
else:
return 0

95
templates/cassandra-entomology-rag/poetry.lock generated
View File

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
[[package]]
name = "aiohttp"
@ -133,6 +133,9 @@ files = [
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]
[package.dependencies]
typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
[[package]]
name = "anyio"
version = "3.7.1"
@ -145,6 +148,7 @@ files = [
]
[package.dependencies]
exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
idna = ">=2.8"
sniffio = ">=1.1"
@ -399,6 +403,20 @@ files = [
marshmallow = ">=3.18.0,<4.0.0"
typing-inspect = ">=0.4.0,<1"
[[package]]
name = "exceptiongroup"
version = "1.1.3"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
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[package.extras]
test = ["pytest (>=6)"]
[[package]]
name = "frozenlist"
version = "1.4.0"
@ -592,7 +610,6 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
files = [
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@ -609,6 +626,7 @@ files = [
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aiohttp = ">=3.8.3,<4.0.0"
anyio = "<4.0"
async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
dataclasses-json = ">=0.5.7,<0.7"
jsonpatch = ">=1.33,<2.0"
langsmith = ">=0.0.43,<0.1.0"
@ -765,36 +783,39 @@ files = [
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version = "1.25.2"
version = "1.24.4"
description = "Fundamental package for array computing in Python"
optional = false
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python-versions = ">=3.8"
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{file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"},
@ -1012,7 +1025,6 @@ files = [
{file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"},
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@ -1225,7 +1236,7 @@ files = [
]
[package.dependencies]
greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
greenlet = {version = "!=0.4.17", markers = "platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\""}
typing-extensions = ">=4.2.0"
[package.extras]
@ -1463,5 +1474,5 @@ multidict = ">=4.0"
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
content-hash = "93262ddb7cff54c2fe83cdea2c59aacbbfbbfabdf1f9153f430d0c4177138562"
python-versions = ">=3.8.1,<4.0"
content-hash = "c4583dea40157f8d0c0eb3b456382154c2d8741151b41ac20becafbf4d5dfa06"

43
templates/cassandra-entomology-rag/setup.py
View File

@ -1,43 +0,0 @@
import os
import cassio
from langchain.embeddings import OpenAIEmbeddings
from langchain.vectorstores import Cassandra
use_cassandra = int(os.environ.get("USE_CASSANDRA_CLUSTER", "0"))
if use_cassandra:
from cassandra_entomology_rag.cassandra_cluster_init import get_cassandra_connection
session, keyspace = get_cassandra_connection()
cassio.init(
session=session,
keyspace=keyspace,
)
else:
cassio.init(
token=os.environ["ASTRA_DB_APPLICATION_TOKEN"],
database_id=os.environ["ASTRA_DB_ID"],
keyspace=os.environ.get("ASTRA_DB_KEYSPACE"),
)
if __name__ == "__main__":
embeddings = OpenAIEmbeddings()
vector_store = Cassandra(
session=None,
keyspace=None,
embedding=embeddings,
table_name="langserve_rag_demo",
)
#
lines = [
line.strip()
for line in open("sources.txt").readlines()
if line.strip()
if line[0] != "#"
]
# deterministic IDs to prevent duplicates on multiple runs
ids = ["_".join(line.split(" ")[:2]).lower().replace(":", "") for line in lines]
#
vector_store.add_texts(texts=lines, ids=ids)
print(f"Done ({len(lines)} lines inserted).")

95
templates/cassandra-synonym-caching/poetry.lock generated
View File

@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
[[package]]
name = "aiohttp"
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]
[package.dependencies]
typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
[[package]]
name = "anyio"
version = "3.7.1"
@ -145,6 +148,7 @@ files = [
]
[package.dependencies]
exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
idna = ">=2.8"
sniffio = ">=1.1"
@ -399,6 +403,20 @@ files = [
marshmallow = ">=3.18.0,<4.0.0"
typing-inspect = ">=0.4.0,<1"
[[package]]
name = "exceptiongroup"
version = "1.1.3"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
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]
[package.extras]
test = ["pytest (>=6)"]
[[package]]
name = "frozenlist"
version = "1.4.0"
@ -592,7 +610,6 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
files = [
{file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
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]
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@ -609,6 +626,7 @@ files = [
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aiohttp = ">=3.8.3,<4.0.0"
anyio = "<4.0"
async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
dataclasses-json = ">=0.5.7,<0.7"
jsonpatch = ">=1.33,<2.0"
langsmith = ">=0.0.43,<0.1.0"
@ -765,36 +783,39 @@ files = [
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name = "numpy"
version = "1.25.2"
version = "1.24.4"
description = "Fundamental package for array computing in Python"
optional = false
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python-versions = ">=3.8"
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