langchain/.gitignore

.vs/
.vscode/
.idea/
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class

# C extensions
*.so

# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
pip-wheel-metadata/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST

# PyInstaller
#  Usually these files are written by a python script from a template
#  before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
target/

# Jupyter Notebook
.ipynb_checkpoints
notebooks/

# IPython
profile_default/
ipython_config.py

# pyenv
.python-version

# pipenv
#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
#   However, in case of collaboration, if having platform-specific dependencies or dependencies
#   having no cross-platform support, pipenv may install dependencies that don't work, or not
#   install all needed dependencies.
#Pipfile.lock

# PEP 582; used by e.g. github.com/David-OConnor/pyflow
__pypackages__/

# Celery stuff
celerybeat-schedule
celerybeat.pid

# SageMath parsed files
*.sage.py

# Environments
.env
.envrc
.venv
.venvs
env/
venv/
ENV/
env.bak/
venv.bak/

# Spyder project settings
.spyderproject
.spyproject

# Rope project settings
.ropeproject

# mkdocs documentation
/site

# mypy
.mypy_cache/
.dmypy.json
dmypy.json

# Pyre type checker
.pyre/

# macOS display setting files
.DS_Store

# Wandb directory
wandb/

# asdf tool versions
.tool-versions
/.ruff_cache/

*.pkl
*.bin

# integration test artifacts
data_map*
\[('_type', 'fake'), ('stop', None)]

# Replit files
*replit*
Harrison/relevancy score (#3907) Co-authored-by: Ryan Grippeling <R.Grippeling@hotmail.com> Co-authored-by: Ryan <ryan@webgrip.nl> Co-authored-by: Zander Chase <130414180+vowelparrot@users.noreply.github.com> 1 year ago			`.vs/`
Fix pip install issue due to FAISS (#102) - change requirements.txt to fix Issue #101 - update .gitignore to support VSCode dev environment 2 years ago			`.vscode/`
add .idea files to gitignore, add zsh note to installation docs (#329) 1 year ago			`.idea/`
initial commit 2 years ago			`# Byte-compiled / optimized / DLL files`
			`__pycache__/`
			`*.py[cod]`
			`*$py.class`

			`# C extensions`
			`*.so`

			`# Distribution / packaging`
			`.Python`
			`build/`
			`develop-eggs/`
			`dist/`
			`downloads/`
			`eggs/`
			`.eggs/`
			`lib/`
			`lib64/`
			`parts/`
			`sdist/`
			`var/`
			`wheels/`
			`pip-wheel-metadata/`
			`share/python-wheels/`
			`*.egg-info/`
			`.installed.cfg`
			`*.egg`
			`MANIFEST`

			`# PyInstaller`
			`# Usually these files are written by a python script from a template`
			`# before PyInstaller builds the exe, so as to inject date/other infos into it.`
			`*.manifest`
			`*.spec`

			`# Installer logs`
			`pip-log.txt`
			`pip-delete-this-directory.txt`

			`# Unit test / coverage reports`
			`htmlcov/`
			`.tox/`
			`.nox/`
			`.coverage`
			`.coverage.*`
			`.cache`
			`nosetests.xml`
			`coverage.xml`
			`*.cover`
			`*.py,cover`
			`.hypothesis/`
			`.pytest_cache/`

			`# Translations`
			`*.mo`
			`*.pot`

			`# Django stuff:`
			`*.log`
			`local_settings.py`
			`db.sqlite3`
			`db.sqlite3-journal`

			`# Flask stuff:`
			`instance/`
			`.webassets-cache`

			`# Scrapy stuff:`
			`.scrapy`

			`# Sphinx documentation`
			`docs/_build/`

			`# PyBuilder`
			`target/`

			`# Jupyter Notebook`
			`.ipynb_checkpoints`
			`notebooks/`

			`# IPython`
			`profile_default/`
			`ipython_config.py`

			`# pyenv`
			`.python-version`

			`# pipenv`
			`# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.`
			`# However, in case of collaboration, if having platform-specific dependencies or dependencies`
			`# having no cross-platform support, pipenv may install dependencies that don't work, or not`
			`# install all needed dependencies.`
			`#Pipfile.lock`

			`# PEP 582; used by e.g. github.com/David-OConnor/pyflow`
			`__pypackages__/`

			`# Celery stuff`
			`celerybeat-schedule`
			`celerybeat.pid`

			`# SageMath parsed files`
			`*.sage.py`

			`# Environments`
			`.env`
Allow the regular openai class to be used for ChatGPT models (#1393) Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> 1 year ago			`.envrc`
initial commit 2 years ago			`.venv`
Feature: linkcheck-action (#534) (#542) - Add support for local build and linkchecking of docs - Add GitHub Action to automatically check links before prior to publication - Minor reformat of Contributing readme - Fix existing broken links Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com> Co-authored-by: Hunter Gerlach <HunterGerlach@users.noreply.github.com> Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com> 1 year ago			`.venvs`
initial commit 2 years ago			`env/`
			`venv/`
			`ENV/`
			`env.bak/`
			`venv.bak/`

			`# Spyder project settings`
			`.spyderproject`
			`.spyproject`

			`# Rope project settings`
			`.ropeproject`

			`# mkdocs documentation`
			`/site`

			`# mypy`
			`.mypy_cache/`
			`.dmypy.json`
			`dmypy.json`

			`# Pyre type checker`
			`.pyre/`
Add macOS .DS_Store to .gitignore (#401) These are macOS specific files left around in directories (to save user's display settings) 1 year ago
			`# macOS display setting files`
			`.DS_Store`
Zapier Integration (#1654) * Zapier Wrapper and Tools (implemented by Zapier Team) * Zapier Toolkit, examples with mrkl agent --------- Co-authored-by: Mike Knoop <mikeknoop@gmail.com> Co-authored-by: Robert Lewis <robert.lewis@zapier.com> 1 year ago
Harrison/wandb (#1764) Co-authored-by: Anish Shah <93145909+ash0ts@users.noreply.github.com> 1 year ago			`# Wandb directory`
			`wandb/`

Zapier Integration (#1654) * Zapier Wrapper and Tools (implemented by Zapier Team) * Zapier Toolkit, examples with mrkl agent --------- Co-authored-by: Mike Knoop <mikeknoop@gmail.com> Co-authored-by: Robert Lewis <robert.lewis@zapier.com> 1 year ago			`# asdf tool versions`
Harrison/wandb (#1764) Co-authored-by: Anish Shah <93145909+ash0ts@users.noreply.github.com> 1 year ago			`.tool-versions`
fix: elasticsearch (#2402) - Create a new docker-compose file to start an Elasticsearch instance for integration tests. - Add new tests to `test_elasticsearch.py` to verify Elasticsearch functionality. - Include an optional group `test_integration` in the `pyproject.toml` file. This group should contain dependencies for integration tests and can be installed using the command `poetry install --with test_integration`. Any new dependencies should be added by running `poetry add some_new_deps --group "test_integration" ` Note: New tests running in live mode, which involve end-to-end testing of the OpenAI API. In the future, adding `pytest-vcr` to record and replay all API requests would be a nice feature for testing process.More info: https://pytest-vcr.readthedocs.io/en/latest/ Fixes https://github.com/hwchase17/langchain/issues/2386 1 year ago			`/.ruff_cache/`
Fix notebook example (#3142) The following calls were throwing an exception: https://github.com/hwchase17/langchain/blob/575b717d108984676e25afd0910ccccfdaf9693d/docs/use_cases/evaluation/agent_vectordb_sota_pg.ipynb?short_path=4b3386c#L192 https://github.com/hwchase17/langchain/blob/575b717d108984676e25afd0910ccccfdaf9693d/docs/use_cases/evaluation/agent_vectordb_sota_pg.ipynb?short_path=4b3386c#L239 Exception: ``` --------------------------------------------------------------------------- ValidationError Traceback (most recent call last) Cell In[14], line 1 ----> 1 chain_sota = RetrievalQA.from_chain_type(llm=OpenAI(temperature=0), chain_type="stuff", retriever=vectorstore_sota, input_key="question") File ~/github/langchain/venv/lib/python3.9/site-packages/langchain/chains/retrieval_qa/base.py:89, in BaseRetrievalQA.from_chain_type(cls, llm, chain_type, chain_type_kwargs, kwargs) 85 _chain_type_kwargs = chain_type_kwargs or {} 86 combine_documents_chain = load_qa_chain( 87 llm, chain_type=chain_type, _chain_type_kwargs 88 ) ---> 89 return cls(combine_documents_chain=combine_documents_chain, *kwargs) File ~/github/langchain/venv/lib/python3.9/site-packages/pydantic/main.py:341, in pydantic.main.BaseModel.__init__() ValidationError: 1 validation error for RetrievalQA retriever instance of BaseRetriever expected (type=type_error.arbitrary_type; expected_arbitrary_type=BaseRetriever) ``` The vectorstores had to be converted to retrievers: `vectorstore_sota.as_retriever()` and `vectorstore_pg.as_retriever()`. The PR also: - adds the file `paul_graham_essay.txt` referenced by this notebook - adds to gitignore .pkl and *.bin files that are generated by this notebook Interestingly enough, the performance of the prediction greatly increased (new version of langchain or ne version of OpenAI models since the last run of the notebook): from 19/33 correct to 28/33 correct! 1 year ago
			`*.pkl`
Allow clearing cache and fix gptcache (#3493) This PR * Adds `clear` method for `BaseCache` and implements it for various caches * Adds the default `init_func=None` and fixes gptcache integtest * Since right now integtest is not running in CI, I've verified the changes by running `docs/modules/models/llms/examples/llm_caching.ipynb` (until proper e2e integtest is done in CI) 1 year ago			`*.bin`

			`# integration test artifacts`
			`data_map*`
Es knn index search 5346 (#5569) # Create elastic_vector_search.ElasticKnnSearch class This extends `langchain/vectorstores/elastic_vector_search.py` by adding a new class `ElasticKnnSearch` Features: - Allow creating an index with the `dense_vector` mapping compataible with kNN search - Store embeddings in index for use with kNN search (correct mapping creates HNSW data structure) - Perform approximate kNN search - Perform hybrid BM25 (`query{}`) + kNN (`knn{}`) search - perform knn search by either providing a `query_vector` or passing a hosted `model_id` to use query_vector_builder to automatically generate a query_vector at search time Connection options - Using `cloud_id` from Elastic Cloud - Passing elasticsearch client object search options - query - k - query_vector - model_id - size - source - knn_boost (hybrid search) - query_boost (hybrid search) - fields This also adds examples to `docs/modules/indexes/vectorstores/examples/elasticsearch.ipynb` Fixes # [5346](https://github.com/hwchase17/langchain/issues/5346) cc: @dev2049 --> --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com> 1 year ago			`\[('_type', 'fake'), ('stop', None)]`

			`# Replit files`
			`replit`