test_add_texts.py — langchain Source File
Architecture documentation for test_add_texts.py, a python file in the langchain codebase. 7 imports, 0 dependents.
Entity Profile
Dependency Diagram
graph LR cfb482fe_7880_43f9_b1d4_600dadb066ca["test_add_texts.py"] 02f66451_d2a9_e7c3_9765_c3a7594721ad["uuid"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> 02f66451_d2a9_e7c3_9765_c3a7594721ad f69d6389_263d_68a4_7fbf_f14c0602a9ba["pytest"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> f69d6389_263d_68a4_7fbf_f14c0602a9ba 6a98b0a5_5607_0043_2e22_a46a464c2d62["langchain_core.documents"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> 6a98b0a5_5607_0043_2e22_a46a464c2d62 a2826e40_d594_f57c_31ca_7071620aefc6["qdrant_client"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> a2826e40_d594_f57c_31ca_7071620aefc6 67883832_8f96_6ce0_6b88_0267f86654f8["langchain_qdrant"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> 67883832_8f96_6ce0_6b88_0267f86654f8 b499c7a8_2fb9_cfc0_4cf2_8686096d49bc["tests.integration_tests.common"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> b499c7a8_2fb9_cfc0_4cf2_8686096d49bc 85cb53ff_3599_0e5f_1446_bc1cd58ba408["tests.integration_tests.fixtures"] cfb482fe_7880_43f9_b1d4_600dadb066ca --> 85cb53ff_3599_0e5f_1446_bc1cd58ba408 style cfb482fe_7880_43f9_b1d4_600dadb066ca fill:#6366f1,stroke:#818cf8,color:#fff
Relationship Graph
Source Code
from __future__ import annotations
import uuid
import pytest
from langchain_core.documents import Document
from qdrant_client import QdrantClient, models
from langchain_qdrant import QdrantVectorStore, RetrievalMode
from tests.integration_tests.common import (
ConsistentFakeEmbeddings,
ConsistentFakeSparseEmbeddings,
assert_documents_equals,
)
from tests.integration_tests.fixtures import qdrant_locations, retrieval_modes
@pytest.mark.parametrize("location", qdrant_locations())
@pytest.mark.parametrize("vector_name", ["", "my-vector"])
@pytest.mark.parametrize("retrieval_mode", retrieval_modes())
@pytest.mark.parametrize(
"sparse_vector_name", ["my-sparse-vector", "another-sparse-vector"]
)
def test_qdrant_add_documents_extends_existing_collection(
location: str,
vector_name: str,
retrieval_mode: RetrievalMode,
sparse_vector_name: str,
) -> None:
"""Test end to end construction and search."""
texts = ["foo", "bar", "baz"]
docsearch = QdrantVectorStore.from_texts(
texts,
ConsistentFakeEmbeddings(),
location=location,
vector_name=vector_name,
retrieval_mode=retrieval_mode,
sparse_vector_name=sparse_vector_name,
sparse_embedding=ConsistentFakeSparseEmbeddings(),
)
new_texts = ["foobar", "foobaz"]
docsearch.add_documents([Document(page_content=content) for content in new_texts])
output = docsearch.similarity_search("foobar", k=1)
assert_documents_equals(output, [Document(page_content="foobar")])
@pytest.mark.parametrize("location", qdrant_locations())
@pytest.mark.parametrize("vector_name", ["", "my-vector"])
@pytest.mark.parametrize("retrieval_mode", retrieval_modes())
@pytest.mark.parametrize(
"sparse_vector_name", ["my-sparse-vector", "another-sparse-vector"]
)
@pytest.mark.parametrize("batch_size", [1, 64])
def test_qdrant_add_texts_returns_all_ids(
location: str,
vector_name: str,
retrieval_mode: RetrievalMode,
sparse_vector_name: str,
batch_size: int,
// ... (84 more lines)Domain
Subdomains
Functions
Dependencies
- langchain_core.documents
- langchain_qdrant
- pytest
- qdrant_client
- tests.integration_tests.common
- tests.integration_tests.fixtures
- uuid
Source
Frequently Asked Questions
What does test_add_texts.py do?
test_add_texts.py is a source file in the langchain codebase, written in python. It belongs to the LangChainCore domain, Runnables subdomain.
What functions are defined in test_add_texts.py?
test_add_texts.py defines 4 function(s): test_qdrant_add_documents_extends_existing_collection, test_qdrant_add_texts_returns_all_ids, test_qdrant_add_texts_stores_duplicated_texts, test_qdrant_add_texts_stores_ids.
What does test_add_texts.py depend on?
test_add_texts.py imports 7 module(s): langchain_core.documents, langchain_qdrant, pytest, qdrant_client, tests.integration_tests.common, tests.integration_tests.fixtures, uuid.
Where is test_add_texts.py in the architecture?
test_add_texts.py is located at libs/partners/qdrant/tests/integration_tests/qdrant_vector_store/test_add_texts.py (domain: LangChainCore, subdomain: Runnables, directory: libs/partners/qdrant/tests/integration_tests/qdrant_vector_store).
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