Commit Graph

4322 Commits

Author SHA1 Message Date
Yash Parmar
51dae57357
community[minor]: jina search tools integrating (jina reader) (#23339)
- **PR title**: "community: add Jina Search tool"
- **Description:** Added the Jina Search tool for querying the Jina
search API. This includes the implementation of the JinaSearchAPIWrapper
and the JinaSearch tool, along with a Jupyter notebook example
demonstrating its usage.
- **Issue:** N/A
- **Dependencies:** N/A
- **Twitter handle:** [Twitter
handle](https://x.com/yashp3020?t=7wM0gQ7XjGciFoh9xaBtqA&s=09)


- [x] **Add tests and docs**: If you're adding a new integration, please
include
1. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.

- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-09-02 14:52:14 -07:00
venkatram-dev
a09e2afee4
typo_summarization_tutorial (#25938)
Thank you for contributing to LangChain!

- [ ] **PR title**:
docs: fix typo in summarization_tutorial


- [ ] **PR message**: 
docs: fix couple of typos in summarization_tutorial

- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
2024-09-02 13:44:11 -07:00
Jacob Lee
f49cce739b
👥 Update LangChain people data (#25917)
👥 Update LangChain people data

Co-authored-by: github-actions <github-actions@github.com>
2024-09-02 11:14:35 -07:00
Leonid Ganeline
96b99a5022
docs: integrations google missed references (#25923)
Added missed integration links. Fixed inconsistent formatting.
2024-09-02 11:14:18 -07:00
Leonid Ganeline
086556d466
docs: integrations reference updates 14 (#25928)
Added missed provider pages and links. Fixed inconsistent formatting.
2024-09-02 11:07:45 -07:00
Tyler Wray
1ff8c36aa6
docs: fix pgvector link (#25930)
- **Description:** pg_vector link is 404'ing. This fixes it.
2024-09-02 18:03:19 +00:00
Yuwen Hu
566e9ba164
community: add Intel GPU support to ipex-llm llm integration (#22458)
**Description:** [IPEX-LLM](https://github.com/intel-analytics/ipex-llm)
is a PyTorch library for running LLM on Intel CPU and GPU (e.g., local
PC with iGPU, discrete GPU such as Arc, Flex and Max) with very low
latency. This PR adds Intel GPU support to `ipex-llm` llm integration.
**Dependencies:** `ipex-llm`
**Contribution maintainer**: @ivy-lv11 @Oscilloscope98
**tests and docs**: 
- Add: langchain/docs/docs/integrations/llms/ipex_llm_gpu.ipynb
- Update: langchain/docs/docs/integrations/llms/ipex_llm_gpu.ipynb
- Update: langchain/libs/community/tests/llms/test_ipex_llm.py

---------

Co-authored-by: ivy-lv11 <zhicunlv@gmail.com>
2024-09-02 08:49:08 -04:00
Kirushikesh DB
7f857a02d5
docs: HuggingFace pipeline returns the prompt if return_full_text is not set (#25916)
Thank you for contributing to LangChain!

**Description:**
The current documentation of using the Huggingface with Langchain needs
to set return_full_text as False otherwise pipeline by default returns
both the prompt and response as output.


Code to reproduce:
```python
from langchain_huggingface import ChatHuggingFace, HuggingFacePipeline
from langchain_core.messages import (
    HumanMessage,
    SystemMessage,
)

llm = HuggingFacePipeline.from_model_id(
    model_id="microsoft/Phi-3.5-mini-instruct",
    task="text-generation",
    pipeline_kwargs=dict(
        max_new_tokens=512,
        do_sample=False,
        repetition_penalty=1.03,
        # return_full_text=False
    ),
    device=0
)

chat_model = ChatHuggingFace(llm=llm)

messages = [
    SystemMessage(content="You're a helpful assistant"),
    HumanMessage(
        content="What happens when an unstoppable force meets an immovable object?"
    ),
]

ai_msg = chat_model.invoke(messages)
print(ai_msg.content)
```
Output:
```
<|system|>
You're a helpful assistant<|end|>
<|user|>
What happens when an unstoppable force meets an immovable object?<|end|>
<|assistant|>
 The scenario of an "unstoppable force" meeting an "immovable object" is a classic paradox that has puzzled philosophers, scientists, and thinkers for centuries. In physics, however, there are no such things as truly unstoppable forces or immovable objects because all physical entities have mass and interact with other masses through fundamental forces (like gravity).

When we consider the laws of motion, particularly Newton's third law which states that for every action, there is an equal and opposite reaction, it becomes clear that if one were to exist, the other would necessarily be negated by the interaction. For example, if you push against a solid wall with great force, the wall exerts an equal and opposite force back on you, preventing your movement.

In theoretical discussions, this paradox often serves as a thought experiment to explore concepts like determinism versus free will, the limits of physical laws, and the nature of reality itself. However, in practical terms, any force applied to an object will result in some form of deformation, transfer of energy, or movement, depending on the properties of both the force and the object.

So while the idea of an unstoppable force and an immovable object remains a fascinating philosophical conundrum, it does not hold up under the scrutiny of physical laws as we understand them.
```

---------

Co-authored-by: Kirushikesh D B kirushi@ibm.com <kirushi@cccxl012.pok.ibm.com>
2024-09-01 13:52:20 -07:00
Borahm Lee
9cdb99bd60
docs: remove unused imports in Tutorials Basics (#25919)
## Description

- `List` is not explicitly used, so the unnecessary imports will be
removed.
2024-09-01 20:51:00 +00:00
Erick Friis
8732cfc6ef
docs: review process gh discussion (#25921) 2024-09-01 17:20:46 +00:00
Erick Friis
08b9715845
docs: pr review process (#25899)
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
2024-09-01 16:51:12 +00:00
Sandeep Bhandari
f882824eac
Update tool_choice.ipynb spelling mistake of select (#25907)
Thank you for contributing to LangChain!

- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [ ] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [ ] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [ ] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
2024-08-31 12:36:32 +00:00
Leonid Ganeline
54d2b861f6
docs: integrations reference updates 12 (#25676)
Added missed provider pages and links. Fixed inconsistent formatting.

Co-authored-by: Erick Friis <erick@langchain.dev>
2024-08-30 21:25:42 +00:00
Aditya
c8b1c3a7e7
docs: update documentation for Vertex Embeddings Models (#25745)
- **Description:update documentation for Vertex Embeddings Models
    - **Issue:NA
    - **Dependencies:NA
    - **Twitter handle:NA

---------

Co-authored-by: adityarane@google.com <adityarane@google.com>
2024-08-30 13:58:21 -07:00
Alex Sherstinsky
617a4e617b
community: Fix a bug in handling kwargs overwrites in Predibase integration, and update the documentation. (#25893)
Thank you for contributing to LangChain!

- [x] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core,
experimental, etc. is being modified. Use "docs: ..." for purely docs
changes, "templates: ..." for template changes, "infra: ..." for CI
changes.
  - Example: "community: add foobar LLM"


- [x] **PR message**: ***Delete this entire checklist*** and replace
with
    - **Description:** a description of the change
    - **Issue:** the issue # it fixes, if applicable
    - **Dependencies:** any dependencies required for this change
- **Twitter handle:** if your PR gets announced, and you'd like a
mention, we'll gladly shout you out!


- [x] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.
2024-08-30 12:41:42 -07:00
Erick Friis
28f6ff6fcd
docs: remove incorrect vectorstore local column (#25895) 2024-08-30 18:54:51 +00:00
k.muto
5bb810c5c6
docs: updated args_schema to be required when using callback handlers in custom tools. (#25887)
- **Description:** if you use callback handlers when using tool,
run_manager will be added to input, so you need to explicitly specify
args_schema, but i was confused because it was not listed, so i added
it. Also, it seems that the type does not work with pydantic.BaseModel.
- **Issue:** None
- **Dependencies:** None
2024-08-30 12:04:40 -04:00
默奕
6377185291
add neo4j query constructor for self query (#25288)
- [x] **PR title - community: add neo4j query constructor for self
query**

- [x] **PR message**
- **Description:** adding a Neo4jTranslator so that the Neo4j vector
database can use SelfQueryRetriever
    - **Issue:** this issue had been raised before in #19748
    - **Dependencies:** none. 
    - **Twitter handle:** @moyi_dang
- p.s. I have not added the query constructor in BUILTIN_TRANSLATORS in
this PR, I want to make changes to only one package at a time.

- [x] **Add tests and docs**: If you're adding a new integration, please
include
1. a test for the integration, preferably unit tests that do not rely on
network access,
2. an example notebook showing its use. It lives in
`docs/docs/integrations` directory.


- [x] **Lint and test**: Run `make format`, `make lint` and `make test`
from the root of the package(s) you've modified. See contribution
guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

---------

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-30 14:54:33 +00:00
Leonid Ganeline
6047138379
docs: arxiv reference updates (#24949)
Added: arxiv references to the concepts page.
Regenerated: arxiv references page.
Improved: formatting of the concepts page (moved the Partner packages
section after langchain_community)
2024-08-29 18:51:18 -07:00
Erick Friis
24f0c232fe
docs: elastic feature (#25865) 2024-08-30 00:55:16 +00:00
Leonid Ganeline
08c9c683a7
docs: integrations reference updates 6 (#25188)
Added missed provider pages. Added missed references to the integration
components.
2024-08-29 09:17:41 -07:00
William FH
1ad621120d
docs: Update langgraph 0.2.0 checkpointer import path (#25205)
And fix the description for timeout
2024-08-28 19:32:08 -07:00
Andrew Benton
c410545075
docs: add self-hosting row to code interpreter tools table (#25303)
**Description:** Add information about self-hosting support to the code
interpreter tools table.
**Issue:** N/A
**Dependencies:** N/A
2024-08-28 19:30:12 -07:00
Eugene Yurtsev
83327ac43a
docs: Fix typo in openai llm integration notebook (#25492)
Fix typo in openai LLM integration notebook.
2024-08-28 19:22:57 -07:00
Leonid Ganeline
31f55781b3
docs: added ColBERT reference (#25452)
Added references to the source papers.
Fixed URL verification code.
Improved arXive page formatting.
Regenerated arXiv page.
2024-08-28 19:05:44 -07:00
Madhu Shantan
63a1569d5f
docs: fixed syntax error in ChatAnthropic Example - rag app tutorial notebook (#25824)
Thank you for contributing to LangChain!

- [ ] **PR title**: docs: fixed syntax error in ChatAnthropic Example -
rag app tutorial notebook - generation


- [ ] **PR message**: 
- **Description:** Fixed a syntax error in the ChatAnthropic
initialization example in the RAG tutorial notebook. The original code
had an extra set of quotation marks around the model parameter, which
would cause a Python syntax error. The corrected version removes these
unnecessary quotes.
 
- **Dependencies:** No new dependencies required for this documentation
fix.
I've verified that the corrected code is syntactically valid and matches
the expected format for initializing a ChatAnthropic instance in
LangChain.
    - **Twitter handle:** madhu_shantan


- [ ] **Add tests and docs**: the error in Jupyter notebook: 
<img width="1189" alt="Screenshot 2024-08-29 at 12 43 47 AM"
src="https://github.com/user-attachments/assets/07148a93-300f-40e2-ad4a-ac219cbb56a4">

the corrected cell: 
<img width="983" alt="Screenshot 2024-08-29 at 12 44 18 AM"
src="https://github.com/user-attachments/assets/75b1455a-3671-454e-ac16-8ca77c049dbd">



- [ ] **Lint and test**: As this is a documentation-only change, I have
not run the full test suite. However, I have verified that the corrected
code example is syntactically valid and matches the expected usage of
the ChatAnthropic class.
 
the error in the docs is here -  
<img width="1020" alt="Screenshot 2024-08-29 at 12 48 36 AM"
src="https://github.com/user-attachments/assets/812ccb20-b411-4a5b-afc1-41742efb32a7">
2024-08-29 01:31:01 +00:00
rbrugaro
9fa172bc26
add links in example nb with tei/tgi references (#25821)
I have validated langchain interface with tei/tgi works as expected when
TEI and TGI running on Intel Gaudi2. Adding some references to notebooks
to help users find relevant info.

---------

Co-authored-by: Rita Brugarolas <rbrugaro@idc708053.jf.intel.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-28 21:33:25 +00:00
ccurme
3c784e10a8
docs: improve docs for InMemoryVectorStore (#25786)
Closes https://github.com/langchain-ai/langchain/issues/25775
2024-08-27 21:12:32 -07:00
Erick Friis
2aa35d80a0
docs, infra: cerebras docs, update docs template linting with better error (#25782) 2024-08-27 17:19:59 +00:00
Leonid Ganeline
49b0bc7b5a
docs: integrations reference updates 5 (#25151)
Added missed references. Added missed provider pages.

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-26 15:12:39 -04:00
Yuki Watanabe
c7a8af2e75
databricks: add vector search and embeddings (#25648)
### Summary

Add `DatabricksVectorSearch` and `DatabricksEmbeddings` classes to the
`langchain-databricks` partner packages. Core functionality is
unchanged, but the vector search class is largely refactored for
readability and maintainability.

This PR does not add integration tests yet. This will be added once the
Databricks test workspace is ready.

Tagging @efriis as POC


### Tracker
[] Create a package and imgrate ChatDatabricks
[✍️] Migrate DatabricksVectorSearch, DatabricksEmbeddings, and their
docs
~[ ] Migrate UCFunctionToolkit and its doc~
[ ] Add provider document and update README.md
[ ] Add integration tests and set up secrets (after moved to an external
package)
[ ] Add deprecation note to the community implementations.

---------

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
2024-08-24 00:40:21 +00:00
Erick Friis
71c039571a
docs: remove deprecated nemo embed docs (#25720) 2024-08-24 00:36:33 +00:00
Erick Friis
0022ae1b31
docs: remove templates (#25717)
- [x] check redirect works at template root
- [x] check redirect works within individual template page
2024-08-23 15:51:12 -07:00
Sharmistha S. Gupta
90439b12f6
Added support for Nebula Chat model (#21925)
Description: Added support for Nebula Chat model in addition to Nebula
Instruct
Dependencies: N/A
Twitter handle: @Symbldotai

---------

Co-authored-by: Eugene Yurtsev <eugene@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-23 22:34:32 +00:00
John
5ce9a716a7
docs, langchain-unstructured: update langchain-unstructured docs and update ustructured-client dependency (#25451)
Be more explicit in the docs about creating an instance of the
UnstructuredClient if you want to customize it versus using sdk
parameters with the UnstructuredLoader.

Bump the unstructured-client dependency as discussed
[here](https://github.com/langchain-ai/langchain/discussions/25328#discussioncomment-10350949)

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
2024-08-23 20:36:41 +00:00
Scott Hurrey
92abf62292
box[patch]: fix bugs in docs (#25699) 2024-08-23 19:36:23 +00:00
Erick Friis
580fbd9ada
docs: api ref to new site somewheres (#25679)
```
https://api\.python\.langchain\.com/en/latest/([^/]*)/langchain_([^.]*)\.(.*)\.html([^"]*)
https://python.langchain.com/v0.2/api_reference/$2/$1/langchain_$2.$3.html$4
```

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
2024-08-23 10:01:16 -07:00
Ashvin
2cd77a53a3
docs: Add docstrings for CassandraChatMessageHistory class and package namespace function. (#24222)
- Modified docstring for CassandraChatMessageHistory in
libs/community/langchain_community/chat_message_history/cassandra.py.

- Added docstring for _package_namespace function in
docs/api_reference/create_api_rst.py

---------

Co-authored-by: ashvin <ashvin.anilkumar@qburst.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: ccurme <chester.curme@gmail.com>
2024-08-23 15:49:41 +00:00
Alejandro Companioni
bcd5842b5d
community[patch]: Updating default PPLX model to supported llama-3.1 model. (#25643)
# Issue

As of late July, Perplexity [no longer supports Llama 3
models](https://docs.perplexity.ai/changelog/introducing-new-and-improved-sonar-models).

# Description

This PR updates the default model and doc examples to reflect their
latest supported model. (Mostly updating the same places changed by
#23723.)

# Twitter handle

`@acompa_` on behalf of the team at Not Diamond. Check us out
[here](https://notdiamond.ai).

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
2024-08-23 08:33:30 +00:00
Parsa Abbasi
1b2ae40d45
docs: Updated WikipediaLoader documentation (#25647)
- Output of the cells was not included in the documentation. I have
added them.
- There is another parameter in the `WikipediaLoader` class called
`doc_content_chars_max` (Based on
[this](https://api.python.langchain.com/en/latest/document_loaders/langchain_community.document_loaders.wikipedia.WikipediaLoader.html)).
I have included this in the list of parameters.
- I put the list of parameters under a new section called "Parameters"
in the documentation.
- I also included the `langchain_community` package in the installation
command.
- Some minor formatting/spelling issues were fixed.
2024-08-23 01:19:03 -07:00
ZhangShenao
ba89933c2c
Doc[Embeddings] Add docs for ZhipuAIEmbeddings (#25662)
- Add docs for `ZhipuAIEmbeddings`.
- Using integration doc template.
- Source api reference: https://bigmodel.cn/dev/api#vector

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
2024-08-23 01:33:43 +00:00
Nobuhiko Otoba
4b63a217c2
"community: Fix GithubFileLoader source code", "docs: Fix GithubFileLoader code sample" (#19943)
This PR adds tiny improvements to the `GithubFileLoader` document loader
and its code sample, addressing the following issues:

1. Currently, the `file_extension` argument of `GithubFileLoader` does
not change its behavior at all.
1. The `GithubFileLoader` sample code in
`docs/docs/integrations/document_loaders/github.ipynb` does not work as
it stands.

The respective solutions I propose are the following:

1. Remove `file_extension` argument from `GithubFileLoader`.
1. Specify the branch as `master` (not the default `main`) and rename
`documents` as `document`.

---------

Co-authored-by: Isaac Francisco <78627776+isahers1@users.noreply.github.com>
2024-08-22 18:24:57 -04:00
Leonid Ganeline
e7abee034e
docs: integrations reference updates 4 (#25118)
Added missed references; missed provider pages.

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-22 22:16:45 +00:00
Erick Friis
5fb8aa82b9
docs: api ref to new site links in featuretable (#25678) 2024-08-22 21:52:50 +00:00
Sanjay Parajuli
6fbd53bc60
docs: Update tool_calling.ipynb (#25434)
**Description:** This part of the documentation didn't explain about the
`required` property of function calling. I added additional line as a
note.

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-22 18:55:24 +00:00
Leonid Ganeline
d886f4e107
docs: integrations reference update 9 (#25511)
Added missed provider pages. Added missed references and descriptions.
2024-08-22 10:25:41 -07:00
Leonid Ganeline
624e0747b9
docs: integrations reference updates 10 (#25556)
Added missed provider pages. Added descriptions, links.
2024-08-22 10:21:54 -07:00
Leonid Ganeline
47adc7f32b
docs: integrations reference updates 11 (#25598)
Added missed provider pages and links.
2024-08-22 10:19:17 -07:00
Dylan
16fc0a866e
docs: Change Pull Request to Merge Request in GitLab notebook (#25649)
- **Description:** In GitLab we call these "merge requests" rather than
"pull requests" so I thought I'd go ahead and update the notebook.
- **Issue:** N/A
- **Dependencies:** none
- **Twitter handle:** N/A

Thanks for creating the tools and notebook to help people work with
GitLab. I thought I'd contribute some minor docs updates here.
2024-08-22 17:15:45 +00:00
Brian Sam-Bodden
29c873dd69
[docs]: update Redis (langchain-redis) documentation notebooks (vectorstore, llm caching, chat message history) (#25113)
- **Description:** Adds notebooks for Redis Partner Package
(langchain-redis)
- **Issue:** N/A
- **Dependencies:** None
- **Twitter handle:** `@bsbodden` and `@redis`

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-08-22 11:53:02 -04:00