Commit Graph

2627 Commits (a0064330b153bc7e01e2faadd5554e4c011425e9)

Author SHA1 Message Date
Alex Kira 0caef3cde7
Change RunnableMap to RunnableParallel for consistency (#14142)
- **Description:** Change instances of RunnableMap to RunnableParallel,
as that should be the one used going forward. This makes it consistent
across the codebase.
8 months ago
Martin Jul e3a7c96a8e
docs[patch]: Fix minor typos (casing) in quickstart (#14138)
Fix casing of API and LangChain in the description text for the
LangServe example server.
8 months ago
Erick Friis 8cf4cb9e48
docs[patch]: Fix templates/index (#14146) 8 months ago
Alex Kira 6eb40db353
docs[patch]: Add getting started section to LCEL doc (#14045)
### Description:
Doc addition for LCEL introduction. Adds a more basic starter guide for
using LCEL.

---------

Co-authored-by: Alex Kira <akira@Alexs-MBP.local.tld>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
axiangcoding 1b36ddf16c
docs[patch]: add deprecated note for ErnieChatBot (#14061)
- **Description:** just a little change of ErnieChatBot class
description, sugguesting user to use more suitable class
  - **Issue:** none,
  - **Dependencies:** none,
  - **Tag maintainer:** @baskaryan ,
  - **Twitter handle:** none
8 months ago
Alex Kira 1757258b2a
docs[patch]: Add mermaid JS theme dependency to docusaurus (#14051)
- **Description:** Add mermaid JS dependency and configs to
documentation. Allows inline doc diagrams in markdown.
  - **Dependencies:** NPM package @docusaurus/theme-mermaid
8 months ago
Harrison Chase ae646701c4
Harrison/ibm (#14133)
Co-authored-by: Mateusz Szewczyk <139469471+MateuszOssGit@users.noreply.github.com>
8 months ago
Bob Lin f15859bd86
docs[patch]: Update discord.ipynb (#14099)
### Description

Now if `example` in Message is False, it will not be displayed. Update
the output in this document.

```python
In [22]: m = HumanMessage(content="Text")

In [23]: m
Out[23]: HumanMessage(content='Text')

In [24]: m = HumanMessage(content="Text", example=True)

In [25]: m
Out[25]: HumanMessage(content='Text', example=True)
```

### Twitter handle

[lin_bob57617](https://twitter.com/lin_bob57617)
8 months ago
Bob Lin 75312c3694
docs[patch]: Update facebook.ipynb (#14102)
### Description

Openai version 1.0.0 and later no longer supports the usage of camel
case, So [the
APIs](https://github.com/openai/openai-python/blob/main/api.md#finetuning)
needs to be modified.

### Twitter handle

[lin_bob57617](https://twitter.com/lin_bob57617)
8 months ago
Ean Yang ac1c8634a8
docs[patch] Update invalid guides link (#14106) 8 months ago
Erick Friis b161f302ff
docs[patch]: local docs build <5s (#14096) 8 months ago
Hubert Yuan 80ed588733
docs[patch]: Update metaphor_search.ipynb (#14093)
- **Description:** Touch up of the documentation page for Metaphor
Search Tool integration. Removes documentation for old built-in tool
wrapper.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Jacob Lee 3328507f11
langchain[patch], experimental[minor]: Adds OllamaFunctions wrapper (#13330)
CC @baskaryan @hwchase17 @jmorganca 

Having a bit of trouble importing `langchain_experimental` from a
notebook, will figure it out tomorrow

~Ah and also is blocked by #13226~

---------

Co-authored-by: Lance Martin <lance@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Rohan Dey 41a4c06a94
Added support for a Pandas DataFrame OutputParser (#13257)
**Description:**

Added support for a Pandas DataFrame OutputParser with format
instructions, along with unit tests and a demo notebook. Namely, we've
added the ability to request data from a DataFrame, have the LLM parse
the request, and then use that request to retrieve a well-formatted
response.

Within LangChain, it seamlessly integrates with language models like
OpenAI's `text-davinci-003`, facilitating streamlined interaction using
the format instructions (just like the other output parsers).

This parser structures its requests as
`<operation/column/row>[<optional_array_params>]`. The instructions
detail permissible operations, valid columns, and array formats,
ensuring clarity and adherence to the required format.

For example:

- When the LLM receives the input: "Retrieve the mean of `num_legs` from
rows 1 to 3."
- The provided format instructions guide the LLM to structure the
request as: "mean:num_legs[1..3]".

The parser processes this formatted request, leveraging the LLM's
understanding to extract the mean of `num_legs` from rows 1 to 3 within
the Pandas DataFrame.

This integration allows users to communicate requests naturally, with
the LLM transforming these instructions into structured commands
understood by the `PandasDataFrameOutputParser`. The format instructions
act as a bridge between natural language queries and precise DataFrame
operations, optimizing communication and data retrieval.

**Issue:**

- https://github.com/langchain-ai/langchain/issues/11532

**Dependencies:**

No additional dependencies :)

**Tag maintainer:**

@baskaryan 

**Twitter handle:**

No need. :)

---------

Co-authored-by: Wasee Alam <waseealam@protonmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
8 months ago
Masanori Taniguchi 235bdb9fa7
Support Vald secure connection (#13269)
**Description:** 
When using Vald, only insecure grpc connection was supported, so secure
connection is now supported.
In addition, grpc metadata can be added to Vald requests to enable
authentication with a token.

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
- **Tag maintainer:** for a quicker response, tag the relevant
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Please make sure your PR is passing linting and testing before
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See contribution guidelines for more information on how to write/run
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https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md

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/extras`
directory.

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
8 months ago
Nico Puhlmann 54355b651a
Update index.mdx (#13285)
grammar correction

<!-- Thank you for contributing to LangChain!

Replace this entire comment with:
  - **Description:** a description of the change, 
  - **Issue:** the issue # it fixes (if applicable),
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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/extras`
directory.

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@baskaryan, @eyurtsev, @hwchase17.
 -->

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
8 months ago
AthulVincent 67c55cb5b0
Implemented MongoDB Atlas Self-Query Retriever (#13321)
# Description 
This PR implements Self-Query Retriever for MongoDB Atlas vector store.

I've implemented the comparators and operators that are supported by
MongoDB Atlas vector store according to the section titled "Atlas Vector
Search Pre-Filter" from
https://www.mongodb.com/docs/atlas/atlas-vector-search/vector-search-stage/.

Namely:
```
allowed_comparators = [
      Comparator.EQ,
      Comparator.NE,
      Comparator.GT,
      Comparator.GTE,
      Comparator.LT,
      Comparator.LTE,
      Comparator.IN,
      Comparator.NIN,
  ]

"""Subset of allowed logical operators."""
allowed_operators = [
    Operator.AND,
    Operator.OR
]
```
Translations from comparators/operators to MongoDB Atlas filter
operators(you can find the syntax in the "Atlas Vector Search
Pre-Filter" section from the previous link) are done using the following
dictionary:
```
map_dict = {
            Operator.AND: "$and",
            Operator.OR: "$or",
            Comparator.EQ: "$eq",
            Comparator.NE: "$ne",
            Comparator.GTE: "$gte",
            Comparator.LTE: "$lte",
            Comparator.LT: "$lt",
            Comparator.GT: "$gt",
            Comparator.IN: "$in",
            Comparator.NIN: "$nin",
        }
```

In visit_structured_query() the filters are passed as "pre_filter" and
not "filter" as in the MongoDB link above since langchain's
implementation of MongoDB atlas vector
store(libs\langchain\langchain\vectorstores\mongodb_atlas.py) in
_similarity_search_with_score() sets the "filter" key to have the value
of the "pre_filter" argument.
```
params["filter"] = pre_filter
```
Test cases and documentation have also been added.

# Issue
#11616 

# Dependencies
No new dependencies have been added.

# Documentation
I have created the notebook mongodb_atlas_self_query.ipynb outlining the
steps to get the self-query mechanism working.

I worked closely with [@Farhan-Faisal](https://github.com/Farhan-Faisal)
on this PR.

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Mohammad Mohtashim f3dd4a10cf
DROP BOX Loader Documentation Update (#14047)
- **Description:** Update the document for drop box loader + made the
messages more verbose when loading pdf file since people were getting
confused
  - **Issue:** #13952
  - **Tag maintainer:** @baskaryan, @eyurtsev, @hwchase17,

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Cheng (William) Huang a00db4b28f
Add multi-input Reddit search tool (#13893)
- **Description:** Added a tool called RedditSearchRun and an
accompanying API wrapper, which searches Reddit for posts with support
for time filtering, post sorting, query string and subreddit filtering.
  - **Issue:** #13891 
  - **Dependencies:** `praw` module is used to search Reddit
- **Tag maintainer:** @baskaryan , and any of the other maintainers if
needed
  - **Twitter handle:** None.

  Hello,

This is our first PR and we hope that our changes will be helpful to the
community. We have run `make format`, `make lint` and `make test`
locally before submitting the PR. To our knowledge, our changes do not
introduce any new errors.

Our PR integrates the `praw` package which is already used by
RedditPostsLoader in LangChain. Nonetheless, we have added integration
tests and edited unit tests to test our changes. An example notebook is
also provided. These changes were put together by me, @Anika2000,
@CharlesXu123, and @Jeremy-Cheng-stack

Thank you in advance to the maintainers for their time.

---------

Co-authored-by: What-Is-A-Username <49571870+What-Is-A-Username@users.noreply.github.com>
Co-authored-by: Anika2000 <anika.sultana@mail.utoronto.ca>
Co-authored-by: Jeremy Cheng <81793294+Jeremy-Cheng-stack@users.noreply.github.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
8 months ago
Jawad Arshad 00a6e8962c
langchain[minor]: Add serpapi tools (#13934)
- **Description:** Added some of the more endpoints supported by serpapi
that are not suported on langchain at the moment, like google trends,
google finance, google jobs, and google lens
- **Issue:** [Add support for many of the querying endpoints with
serpapi #11811](https://github.com/langchain-ai/langchain/issues/11811)

---------

Co-authored-by: zushenglu <58179949+zushenglu@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Ian Xu <ian.xu@mail.utoronto.ca>
Co-authored-by: zushenglu <zushenglu1809@gmail.com>
Co-authored-by: KevinT928 <96837880+KevinT928@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
h3l dbaeb163aa
langchain[minor]: add volcengine endpoint as LLM (#13942)
- **Description:** Volc Engine MaaS serves as an enterprise-grade,
large-model service platform designed for developers. You can visit its
homepage at https://www.volcengine.com/docs/82379/1099455 for details.
This change will facilitate developers to integrate quickly with the
platform.
  - **Issue:** None
  - **Dependencies:** volcengine
  - **Tag maintainer:** @baskaryan 
  - **Twitter handle:** @he1v3tica

---------

Co-authored-by: lvzhong <lvzhong@bytedance.com>
8 months ago
Tomaz Bratanic 3eb391561b
langchain[minor]: Reduce the number of tokens required to describe a Cypher/Neo4j schema (#13851)
Instead of using JSON-like syntax to describe node and relationship
properties we changed to a shorter and more concise schema description

Old:

```
        Node properties are the following:
        [{'properties': [{'property': 'name', 'type': 'STRING'}], 'labels': 'Movie'}, {'properties': [{'property': 'name', 'type': 'STRING'}], 'labels': 'Actor'}]
        Relationship properties are the following:
        []
        The relationships are the following:
        ['(:Actor)-[:ACTED_IN]->(:Movie)']
```

New:

```
Node properties are the following:
Movie {name: STRING},Actor {name: STRING}
Relationship properties are the following:

The relationships are the following:
(:Actor)-[:ACTED_IN]->(:Movie)
```
8 months ago
Sauhaard 7ec4dbeb80
langchain[minor]: Add StackExchange API integration (#14002)
Implements
[#12115](https://github.com/langchain-ai/langchain/issues/12115)

Who can review?
@baskaryan , @eyurtsev , @hwchase17 

Integrated Stack Exchange API into Langchain, enabling access to diverse
communities within the platform. This addition enhances Langchain's
capabilities by allowing users to query Stack Exchange for specialized
information and engage in discussions. The integration provides seamless
interaction with Stack Exchange content, offering content from varied
knowledge repositories.

A notebook example and test cases were included to demonstrate the
functionality and reliability of this integration.

- Add StackExchange as a tool.
- Add unit test for the StackExchange wrapper and tool.
- Add documentation for the StackExchange wrapper and tool.

If you have time, could you please review the code and provide any
feedback as necessary! My team is welcome to any suggestions.

---------

Co-authored-by: Yuval Kamani <yuvalkamani@gmail.com>
Co-authored-by: Aryan Thakur <aryanthakur@Aryans-MacBook-Pro.local>
Co-authored-by: Manas1818 <79381912+manas1818@users.noreply.github.com>
Co-authored-by: aryan-thakur <61063777+aryan-thakur@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Anton Romanov 4964278ce4
docs[patch]: Update typo in map.ipynb (#14030)
fix the typo in docs, using "with" instead of "when"
8 months ago
Richie 1cd9d5f332
docs[patch]: fix typo langchain version for mongodb integration (#14006)
- **Description:** update minimal supported langchain version for
[mongodb atlast integration
webpage](https://python.langchain.com/docs/integrations/vectorstores/mongodb_atlas)
- **Issue:** none
- **Dependencies:** none

-----

Just fixing a typo. 
In [mongodb atlas vectorstore integration
page](https://python.langchain.com/docs/integrations/vectorstores/mongodb_atlas),
`langchain` support for `$vectorSearch MQL stage` should be `0.0.305`
rather than `0.0.35`
8 months ago
Piotr Ząbek d0b818b634
DOCS: added missing imports (#13736) (#13737)
- **Description:** Fixed missing imports in docs 
- **Issue:**
[#13736](https://github.com/langchain-ai/langchain/issues/13736)
- **Dependencies:** N/A
8 months ago
Yusuf Khan 0bc7c1b5b4
Add Outline provider doc (#13938)
- **Description:** Added a provider doc to `docs/integrations/providers`
for the new Outline integration in #13889
  - **Tag maintainer:** @baskaryan
8 months ago
colton 643d28847d
[docs] fix reduce prompt in summarization example (#13726)
<!-- Thank you for contributing to LangChain!

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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/extras`
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@baskaryan, @eyurtsev, @hwchase17.
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Small fix to _summarization_ example, `reduce_template` should use
`{docs}` variable.

Bug likely introduced as following code suggests using
`hub.pull("rlm/map-prompt")` instead of defined prompt.
8 months ago
Leonid Ganeline 5c28bb63dd
docs `microsoft` page updates (#14000)
The Excel, PowerPoint and SharePoint document loaders were missed in the
`Microsoft` platform page.
- added these references
8 months ago
Leonid Ganeline 15b32cfcd4
docs `OpenAI` platform page update (#14001)
Missed the OpenAI adapter reference in the OpenAI platform page
- Added this reference
8 months ago
WaseemH a47f1da884
docs[patch]: RAG Cookbook example fix (#13914)
### Description:
Hey 👋🏽  this is a small docs example fix. Hoping it helps future developers  who are working with Langchain.

### Problem:
Take a look at the original example code. You were not able to get the `dialogue_turn[0]` while it was a tuple.

Original code:
```python
def _format_chat_history(chat_history: List[Tuple]) -> str:
    buffer = ""
    for dialogue_turn in chat_history:
        human = "Human: " + dialogue_turn[0]
        ai = "Assistant: " + dialogue_turn[1]
        buffer += "\n" + "\n".join([human, ai])
    return buffer
```
In the original code you were getting this error:
```bash
    human = "Human: " + dialogue_turn[0].content
                        ~~~~~~~~~~~~~^^^
TypeError: 'HumanMessage' object is not subscriptable
```
### Solution:
The fix is to just for loop over the chat history and look to see if its a human or ai message and add it to the buffer.
8 months ago
Bagatur 14799b139a
infra[patch]: add base deps and fix docs lint (#13998) 8 months ago
Leonid Ganeline 52eee458bb
renamed `google_vertex_ai_vector_search` notebook (#13484)
The `integrations/vectorstores/matchingengine.ipynb` example has the
"Google Vertex AI Vector Search" title. This place this Title in the
wrong order in the ToC (it is sorted by the file name).
- Renamed `integrations/vectorstores/matchingengine.ipynb` into
`integrations/vectorstores/google_vertex_ai_vector_search.ipynb`.
- Updated a correspondent comment in docstring
- Rerouted old URL to a new URL

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Leonid Ganeline f5326cfb4e
docs[patch]: link to LangSmith docs (#13740)
It happens that there is no link to the LangSmith Docs from the LangChain Docs.
Added this link
8 months ago
Leonid Ganeline 1ab8a14742
docs[patch]: top menu (#13748)
Addressed this issue with the top menu: It allocates too much space. If the screen is small, then the top menu items are split into two lines and look unreadable.
Another issue is with several top menu items: "Chat our docs" and "Also by LangChain". They are compound of several words which also hurts readability. The top menu items should be 1-word size.
Updates:
- "Chat our docs" -> "Chat" (the meaning is clean after clicking/opening the item)
- "Also by LangChain" -> "🦜🔗"
- "🦜🔗" moved before "Chat" item. This new item is partially copied from the first left item, the "🦜🔗 LangChain". This design (with two 🦜🔗 elements, visually splits the top menu into two parts. The first item in each part holds the 🦜🔗 symbols and, when we click the second 🦜🔗 item, it opens the drop-down menu. So, we've got two visually similar parts, which visually split the top menu on the right side: the LangChain Docs (and Doc-related items) and the lift side: other LangChain.ai (company) products/docs.
8 months ago
Taqi Jaffri 144710ad9a
langchain[minor]: Updated DocugamiLoader, includes breaking changes (#13265)
There are the following main changes in this PR:

1. Rewrite of the DocugamiLoader to not do any XML parsing of the DGML
format internally, and instead use the `dgml-utils` library we are
separately working on. This is a very lightweight dependency.
2. Added MMR search type as an option to multi-vector retriever, similar
to other retrievers. MMR is especially useful when using Docugami for
RAG since we deal with large sets of documents within which a few might
be duplicates and straight similarity based search doesn't give great
results in many cases.

We are @docugami on twitter, and I am @tjaffri

---------

Co-authored-by: Taqi Jaffri <tjaffri@docugami.com>
8 months ago
Bagatur 95a472a85f
docs[patch]: install local core (#13990) 8 months ago
Bagatur 61ec71064a
docs[patch]: update stack diagram (#13902) 8 months ago
david qiu 9fb6805be4
langchain[minor]: Add retriever for Knowledge Bases for Amazon Bedrock (#13980)
- **Description:** Adds a retriever implementation for [Knowledge Bases
for Amazon Bedrock](https://aws.amazon.com/bedrock/knowledge-bases/), a
new service announced at AWS re:Invent, shortly before this PR was
opened. This depends on the `bedrock-agent-runtime` service, which will
be included in a future version of `boto3` and of `botocore`. We will
open a follow-up PR documenting the minimum required versions of `boto3`
and `botocore` after that information is available.
  - **Issue:** N/A
  - **Dependencies:** `boto3>=1.33.2, botocore>=1.33.2`
  - **Tag maintainer:** @baskaryan
  - **Twitter handles:** `@pjain7` `@dead_letter_q`

This PR includes a documentation notebook under
`docs/docs/integrations/retrievers`, which I (@dlqqq) have verified
independently.

EDIT: `bedrock-agent-runtime` service is now included in
`boto3>=1.33.2`:
5cf793f493

---------

Co-authored-by: Piyush Jain <piyushjain@duck.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Varun 14cc907d35
Update the stable docs link (#13798)
- **Description:** Point to the stable version of documentation, 
  - **Twitter handle:** varunzxzx
8 months ago
Amélie d2cad53ec0
Fix broken link on Meilisearch vector-store documentation (#13604)
- **Description:** dead link replacement 
  - **Issue:** no open issue

**Note:**
Hi langchain team,
Sorry to open a PR for this concern but we realized that one of the
links present in the documentation booklet was broken 😄
8 months ago
Rihards Gravis 9e017ff6ba
docs[patch]: Reduce largest static image file size (#13508)
- **Description:** Reduce image asset file size used in documentation by
running them via lossless image optimization
([tinypng](https://www.npmjs.com/package/tinypng-cli) was used in this
case). Images wider than 1916px (the maximum width of an image displayed
in documentation) where downsized.
- **Issue:** No issue is created for this, but the large image file
assets caused slow documentation load times
  - **Dependencies:** No dependencies affected
8 months ago
Michael Feil 686162670e
langchain[minor]: Adding `infinity` embedding integration. (#13928)
This adds integation to https://github.com/michaelfeil/infinity. Users
requested it in https://github.com/michaelfeil/infinity/issues/36
@saatvikshah

Follows my implementation of gradient.ai.

Feedback 1: Well done - I love your CI / repo / poetry setup - I adapted
a lot in https://github.com/michaelfeil/infinity.
Feedback 2: Not so good: The openai integration contains to much reverse
engineering - in general projects such as michaelfeil/infinity and
huggingface/text-embeddings-inference are compatible to the `pip install
openai` package.

Reverse engineering like this one is really hindering the use for me:

8e88ba16a8/libs/langchain/langchain/embeddings/openai.py (L347)

8e88ba16a8/libs/langchain/langchain/embeddings/openai.py (L351)
- it is about preventing 3rd party providers to use the same url + uses
interfaces of openai, that are not publically documented.
8 months ago
Oleksandr Yaremchuk c0277d06e8
experimental[patch] Update prompt injection model (#13930)
- **Description:** Existing model used for Prompt Injection is quite
outdated but we fine-tuned and open-source a new model based on the same
model deberta-v3-base from Microsoft -
[laiyer/deberta-v3-base-prompt-injection](https://huggingface.co/laiyer/deberta-v3-base-prompt-injection).
It supports more up-to-date injections and less prone to
false-positives.
  - **Dependencies:** No
  - **Tag maintainer:** -
  - **Twitter handle:** @alex_yaremchuk

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Leonid Ganeline e47b9c5285
DOCS: move `adapters` to integrations (#13862)
Current docs for adapters are in the `Guides/Adapters which is not a
good place.
- moved Adapters into `Integratons/Components/Adapters/
- simplified the OpenAI adapter notebook
- rerouted the old OpenAI adapter page URL to a new one.
8 months ago
Manuel Riezebosch 92b07ecaf3
DOCS: fix link to question answering (#13806)
first link in
[overview](https://python.langchain.com/docs/use_cases/question_answering/code_understanding#overview)
8 months ago
Chengzu Ou 4b8e053fe8
FEATURE: Add Databricks Vector Search as a new vector store (#13621)
**Description:**
This PR adds Databricks Vector Search as a new vector store in
LangChain.

- [x] Add `DatabricksVectorSearch` in `langchain/vectorstores/`
- [x] Unit tests
- [x] Add
[`databricks-vectorsearch`](https://pypi.org/project/databricks-vectorsearch/)
as a new optional dependency

We ran the following checks:
- `make format` passed  
- `make lint` failed but the failures were caused by other files
    + Files touched by this PR passed the linter  
- `make test` passed  
- `make coverage` failed but the failures were caused by other files.
Tests added by or related to this PR all passed
+ langchain/vectorstores/databricks_vector_search.py test coverage 94% 
- `make spell_check` passed  

The example notebook and updates to the [provider's documentation
page](https://github.com/langchain-ai/langchain/blob/master/docs/docs/integrations/providers/databricks.md)
will be added later in a separate PR.

**Dependencies:**
Optional dependency:
[`databricks-vectorsearch`](https://pypi.org/project/databricks-vectorsearch/)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Dylan Williams 1983a39894
FEATURE: Add OneNote document loader (#13841)
- **Description:** Added OneNote document loader
  - **Issue:** #12125
  - **Dependencies:** msal

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Ikko Eltociear Ashimine ff7d4d9c0b
Update llamacpp.ipynb (#13840)
specifed -> specified
8 months ago
Sᴜᴘᴇʀ Lᴇᴇ e42e95cc11
docs: fix link to `local_retrieval_qa` (#13872)
\The original link in [this
section](https://python.langchain.com/docs/use_cases/question_answering/#:~:text=locally%2Drunning%20models-,here,-.):

https://python.langchain.com/docs/modules/use_cases/question_answering/local_retrieval_qa

After fix:

https://python.langchain.com/docs/use_cases/question_answering/local_retrieval_qa
8 months ago
Yusuf Khan 935f78c944
FEATURE: Add retriever for Outline (#13889)
- **Description:** Added a retriever for the Outline API to ask
questions on knowledge base
  - **Issue:** resolves #11814
  - **Dependencies:** None
  - **Tag maintainer:** @baskaryan
8 months ago
ggeutzzang f2af82058f
DOCS: Fix Sample Code for Compatibility with Pydantic 2.0 (#13890)
- **Description:** 
I encountered an issue while running the existing sample code on the
page https://python.langchain.com/docs/modules/agents/how_to/agent_iter
in an environment with Pydantic 2.0 installed. The following error was
triggered:

```python
ValidationError                           Traceback (most recent call last)
<ipython-input-12-2ffff2c87e76> in <cell line: 43>()
     41 
     42 tools = [
---> 43     Tool(
     44         name="GetPrime",
     45         func=get_prime,

2 frames
/usr/local/lib/python3.10/dist-packages/pydantic/v1/main.py in __init__(__pydantic_self__, **data)
    339         values, fields_set, validation_error = validate_model(__pydantic_self__.__class__, data)
    340         if validation_error:
--> 341             raise validation_error
    342         try:
    343             object_setattr(__pydantic_self__, '__dict__', values)

ValidationError: 1 validation error for Tool
args_schema
  subclass of BaseModel expected (type=type_error.subclass; expected_class=BaseModel)
```

I have made modifications to the example code to ensure it functions
correctly in environments with Pydantic 2.0.
8 months ago
Stefano Lottini 19c68c7652
FEATURE: Astra DB, LLM cache classes (exact-match and semantic cache) (#13834)
This PR provides idiomatic implementations for the exact-match and the
semantic LLM caches using Astra DB as backend through the database's
HTTP JSON API. These caches require the `astrapy` library as dependency.

Comes with integration tests and example usage in the `llm_cache.ipynb`
in the docs.

@baskaryan this is the Astra DB counterpart for the Cassandra classes
you merged some time ago, tagging you for your familiarity with the
topic. Thank you!

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Stefano Lottini 272df9dcae
Astra DB, chat message history (#13836)
This PR adds a chat message history component that uses Astra DB for
persistence through the JSON API.
The `astrapy` package is required for this class to work.

I have added tests and a small notebook, and updated the relevant
references in the other docs pages.

(@rlancemartin this is the counterpart of the Cassandra equivalent class
you so helpfully reviewed back at the end of June)

Thank you!
8 months ago
Bagatur 23566cbea9
DOCS: core editable dep api refs (#13747) 8 months ago
Bagatur 3d28c1a9e0
DOCS: fix core api ref build (#13744) 8 months ago
Harrison Chase d82cbf5e76
Separate out langchain_core package (#13577)
Co-authored-by: Nuno Campos <nuno@boringbits.io>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Bagatur 4eec47b191
DOCS: update rag use case images (#13615) 8 months ago
Sijun He 674bd90a47
DOCS: Fix typo in MongoDB memory docs (#13588)
- **Description:** Fix typo in MongoDB memory docs
  - **Tag maintainer:** @eyurtsev

<!-- Thank you for contributing to LangChain!

  - **Description:** Fix typo in MongoDB memory docs
  - **Issue:** the issue # it fixes (if applicable),
  - **Dependencies:** any dependencies required for this change,
  - **Tag maintainer:** @baskaryan
- **Twitter handle:** we announce bigger features on Twitter. If your PR
gets announced, and you'd like a mention, we'll gladly shout you out!

Please make sure your PR is passing linting and testing before
submitting. Run `make format`, `make lint` and `make test` to check this
locally.

See contribution guidelines for more information on how to write/run
tests, lint, etc:

https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md

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/extras`
directory.

If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
8 months ago
jwbeck97 a93616e972
FEAT: Add azure cognitive health tool (#13448)
- **Description:** This change adds an agent to the Azure Cognitive
Services toolkit for identifying healthcare entities
  - **Dependencies:** azure-ai-textanalytics (Optional)

---------

Co-authored-by: James Beck <James.Beck@sa.gov.au>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
John Mai 16f7912e1b
BUG: fix hunyuan appid type (#13496)
- **Description: fix hunyuan appid type
- **Issue:
https://github.com/langchain-ai/langchain/pull/12022#issuecomment-1815627855
8 months ago
Leonid Ganeline 43972be632
docs updating `AzureML` notebooks (#13492)
- Added/updated descriptions and links

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Taranjeet Singh 47451764a7
Add embedchain retriever (#13553)
**Description:**

This commit adds embedchain retriever along with tests and docs.
Embedchain is a RAG framework to create data pipelines.

**Twitter handle:**
- [Taranjeet's twitter](https://twitter.com/taranjeetio) and
[Embedchain's twitter](https://twitter.com/embedchain)

**Reviewer**
@hwchase17

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
rafly lesmana 420a17542d
fix: Make YoutubeLoader support on demand language translation (#13583)
**Description:**
Enhance the functionality of YoutubeLoader to enable the translation of
available transcripts by refining the existing logic.

**Issue:**
Encountering a problem with YoutubeLoader (#13523) where the translation
feature is not functioning as expected.

Tag maintainers/contributors who might be interested:
@eyurtsev

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Leonid Ganeline cc50e023d1
DOCS `langchain decorators` update (#13535)
added disclaimer

---------

Co-authored-by: Erick Friis <erickfriis@gmail.com>
8 months ago
Brace Sproul 02a13030c0
DOCS: updated langchain stack img to be svg (#13540) 8 months ago
Martin Krasser 79ed66f870
EXPERIMENTAL Generic LLM wrapper to support chat model interface with configurable chat prompt format (#8295)
## Update 2023-09-08

This PR now supports further models in addition to Lllama-2 chat models.
See [this comment](#issuecomment-1668988543) for further details. The
title of this PR has been updated accordingly.

## Original PR description

This PR adds a generic `Llama2Chat` model, a wrapper for LLMs able to
serve Llama-2 chat models (like `LlamaCPP`,
`HuggingFaceTextGenInference`, ...). It implements `BaseChatModel`,
converts a list of chat messages into the [required Llama-2 chat prompt
format](https://huggingface.co/blog/llama2#how-to-prompt-llama-2) and
forwards the formatted prompt as `str` to the wrapped `LLM`. Usage
example:

```python
# uses a locally hosted Llama2 chat model
llm = HuggingFaceTextGenInference(
    inference_server_url="http://127.0.0.1:8080/",
    max_new_tokens=512,
    top_k=50,
    temperature=0.1,
    repetition_penalty=1.03,
)

# Wrap llm to support Llama2 chat prompt format.
# Resulting model is a chat model
model = Llama2Chat(llm=llm)

messages = [
    SystemMessage(content="You are a helpful assistant."),
    MessagesPlaceholder(variable_name="chat_history"),
    HumanMessagePromptTemplate.from_template("{text}"),
]

prompt = ChatPromptTemplate.from_messages(messages)
memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True)
chain = LLMChain(llm=model, prompt=prompt, memory=memory)

# use chat model in a conversation
# ...
```

Also part of this PR are tests and a demo notebook.

- Tag maintainer: @hwchase17
- Twitter handle: `@mrt1nz`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Bagatur 2e2114d2d0
FEATURE: Runnable with message history (#13418)
Add RunnableWithMessageHistory class that can wrap certain runnables and manages chat history for them.
8 months ago
Bagatur 0fc3af8932
IMPROVEMENT: update assistants output and doc (#13480) 8 months ago
Leonid Ganeline 21552628c8
DOCS updated `data_connection` index page (#13426)
- the `Index` section was missed. Created it.
- text simplification

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Leonid Ganeline e3a5cd7969
docs `integrations/vectorstores/` cleanup (#13487)
- updated titles to consistent format
- added/updated descriptions and links
- format heading
8 months ago
Leonid Ganeline 1d2981114f
DOCS updated `async-faiss` example (#13434)
The original notebook has the `faiss` title which is duplicated in
the`faiss.jpynb`. As a result, we have two `faiss` items in the
vectorstore ToC. And the first item breaks the searching order (it is
placed between `A...` items).
- I updated title to `Asynchronous Faiss`.
8 months ago
Leonid Ganeline 9ff8f69e75
DOCS updated `memory` Titles (#13435)
- Fixed titles for two notebooks. They were inconsistent with other
titles and clogged ToC.
- Added `Upstash` description and link
- Moved the authentication text up in the `Elasticsearch` nb, right
after package installation. It was on the end of the page which was a
wrong place.
8 months ago
Stefano Lottini b029d9f4e6
Astra DB: minor improvements to docstrings and demo notebook (#13449)
This PR brings a few minor improvements to the docs, namely class/method
docstrings and the demo notebook.

- A note on how to control concurrency levels to tune performance in
bulk inserts, both in the class docstring and the demo notebook;
- Slightly increased concurrency defaults after careful experimentation
(still on the conservative side even for clients running on
less-than-typical network/hardware specs)
- renamed the DB token variable to the standardized
`ASTRA_DB_APPLICATION_TOKEN` name (used elsewhere, e.g. in the Astra DB
docs)
- added a note and a reference (add_text docstring, demo notebook) on
allowed metadata field names.

Thank you!
8 months ago
Leonid Ganeline 283ef1f66d
DOCS fix for `integratons/document_loaders` sidebar (#13471)
The current `integrations/document_loaders/` sidebar has the
`example_data` item, which is a menu with a single item: "Notebook".
It is happening because the `integrations/document_loaders/` folder has
the `example_data/notebook.md` file that is used to autogenerate the
above menu item.
- removed an example_data/notebook.md file. Docusaurus doesn't have
simple ways to fix this problem (to exclude folders/files from an
autogenerated sidebar). Removing this file didn't break any existing
examples, so this fix is safe.
8 months ago
Leonid Ganeline b1fcf5b481
DOCS: `integrations/text_embeddings/` cleanup (#13476)
Updated several notebooks:
- fixed titles which are inconsistent or break the ToC sorting order.
- added missed soruce descriptions and links
- fixed formatting
8 months ago
Bagatur 10fddac4b5
Bagatur/chain of note template(#13470) 8 months ago
Leonid Ganeline d5b1a21ae4
DOCS updated `semadb` example (#13431)
- the `SemaDB` notebook was placed in additional subfolder which breaks
the vectorstore ToC. I moved file up, removed this unnecessary
subfolder; updated the `vercel.json` with rerouting for the new URL
- Added SemaDB description and link
- improved text consistency
8 months ago
Leonid Ganeline 17c2007e0c
DOCS updated `Activeloop DeepMemory` notebook (#13428)
- Fixed the title of the notebook. It created an ugly ToC element as
`Activeloop DeepLake's DeepMemory + LangChain + ragas or how to get +27%
on RAG recall.`
- Added Activeloop description
- improved consistency in text
- fixed ToC (it was using HTML tagas that break left-side in-page ToC).
Now in-page ToC works
8 months ago
Bagatur 9e6748e198
DOCS: rag nit (#13436) 8 months ago
Leonid Ganeline 8a52c1456b
updated `clickup` example (#13424)
- Fixed headers (was more then 1 Titles)
- Removed security token value. It was OK to have it, because it is
temporary token, but the automatic security swippers raise warnings on
that.
- Added `ClickUp` service description and link.
8 months ago
Brace Sproul 79fa9a81f4
Fix a link in docs (#13423) 8 months ago
Bagatur f0bb839506
DOCS: langchain stack img update (#13421) 8 months ago
Bagatur 76c317ed78
DOCS: update rag use case (#13319) 8 months ago
Bagatur a0b39a4325
DOCS: install nit (#13380) 8 months ago
Bagatur 9f543634e2
Agent window management how to (#13033) 8 months ago
Leonid Ganeline c9b9359647
FEAT docs integration cards site (#13379)
The `Integrations` site is hidden now.
I've added it into the `More` menu.
The name is `Integration Cards` otherwise, it is confused with the
`Integrations` menu.

---------

Co-authored-by: Erick Friis <erickfriis@gmail.com>
8 months ago
Erick Friis 0f25ea9671
api doc newlines (#13378)
cc @leo-gan 

Deploying at
https://api.python.langchain.com/en/erick-api-doc-newlines-/api_reference.html
(will take a bit)
8 months ago
Leonid Ganeline 342ed5c77a
`Yi` model from `01.ai` , example (#13375)
Added an example with new soa `Yi` model to `HuggingFace-hub` notebook
8 months ago
Bagatur 3596be5210
DOCS: format notebooks (#13371) 8 months ago
Predrag Gruevski 2ebd167dba
Lint Python notebooks with ruff. (#12677)
The new ruff version fixed the blocking bugs, and I was able to fairly
easily us to a passing state: ruff fixed some issues on its own, I fixed
a handful by hand, and I added a list of narrowly-targeted exclusions
for files that are currently failing ruff rules that we probably should
look into eventually.

I went pretty lenient on the docs / cookbooks rules, allowing dead code
and such things. Perhaps in the future we may want to tighten the rules
further, but this is already a good set of checks that found real issues
and will prevent them going forward.
8 months ago
Leonid Ganeline f5bf3bdf14
added `Cookbooks` link (#13078)
It is a temporary solution before major documents refactoring.
Related to #13070 (not solving it)
8 months ago
Bagatur 1c67db4c18
Move OAI assistants to langchain and add callbacks (#13236) 8 months ago
Bagatur 8006919e52
DOCS: cleanup docs directory (#13301) 8 months ago
mertkayhan 9b4974871d
IMPROVEMENT Increase flexibility of ElasticVectorSearch (#6863)
Hey @rlancemartin, @eyurtsev ,

I did some minimal changes to the `ElasticVectorSearch` client so that
it plays better with existing ES indices.

Main changes are as follows:

1. You can pass the dense vector field name into `_default_script_query`
2. You can pass a custom script query implementation and the respective
parameters to `similarity_search_with_score`
3. You can pass functions for building page content and metadata for the
resulting `Document`

<!-- Thank you for contributing to LangChain!

Replace this comment with:
  - Description: a description of the change, 
  - Issue: the issue # it fixes (if applicable),
  - Dependencies: any dependencies required for this change,
- Tag maintainer: for a quicker response, tag the relevant maintainer
(see below),
- Twitter handle: we announce bigger features on Twitter. If your PR
gets announced and you'd like a mention, we'll gladly shout you out!

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,
  4. an example notebook showing its use.

Maintainer responsibilities:
  - General / Misc / if you don't know who to tag: @dev2049
  - DataLoaders / VectorStores / Retrievers: @rlancemartin, @eyurtsev
  - Models / Prompts: @hwchase17, @dev2049
  - Memory: @hwchase17
  - Agents / Tools / Toolkits: @vowelparrot
  - Tracing / Callbacks: @agola11
  - Async: @agola11

If no one reviews your PR within a few days, feel free to @-mention the
same people again.

See contribution guidelines for more information on how to write/run
tests, lint, etc:
https://github.com/hwchase17/langchain/blob/master/.github/CONTRIBUTING.md
 -->
8 months ago
Leonie 32c493e3df
Refine Weaviate docs and add RAG example (#13057)
- **Description:** Refine Weaviate tutorial and add an example for
Retrieval-Augmented Generation (RAG)
  - **Issue:** (not applicable),
  - **Dependencies:** none
  - **Tag maintainer:** @baskaryan <!--
If no one reviews your PR within a few days, please @-mention one of
@baskaryan, @eyurtsev, @hwchase17.
 -->
  - **Twitter handle:** @helloiamleonie

Co-authored-by: Leonie <leonie@Leonies-MBP-2.fritz.box>
8 months ago
Junlin Zhou 4da2faba41
docs: align custom_tool document headers (#13252)
On the [Defining Custom
Tools](https://python.langchain.com/docs/modules/agents/tools/custom_tools)
page, there's a 'Subclassing the BaseTool class' paragraph under the
'Completely New Tools - String Input and Output' header. Also there's
another 'Subclassing the BaseTool' paragraph under no header, which I
think may belong to the 'Custom Structured Tools' header.

Another thing is, there's a 'Using the tool decorator' and a 'Using the
decorator' paragraph, I think should belong to 'Completely New Tools -
String Input and Output' and 'Custom Structured Tools' separately.

This PR moves those paragraphs to corresponding headers.
8 months ago
Ikko Eltociear Ashimine 700293cae9
Fix typo in timescalevector.ipynb (#13239)
enviornment -> environment
8 months ago
Mario Angst 96b56a4d4f
Typo fix to quickstart.mdx (#13178)
- **Description:** I fixed a very small typo in the quickstart docs
(BaeMessage -> BaseMessage)
8 months ago
Bagatur 937d7c41f3
update stack diagram (#13213) 8 months ago
Andrew Zhou 1a1a1a883f
fleet_context docs update (#13221)
- **Description:** Changed the fleet_context documentation to use
`context.download_embeddings()` from the latest release from our
package. More details here:
https://github.com/fleet-ai/context/tree/main#api
  - **Issue:** n/a
  - **Dependencies:** n/a
  - **Tag maintainer:** @baskaryan 
  - **Twitter handle:** @andrewthezhou
8 months ago
Lee 72ad448daa
feat: Docusaurus Loader (#9138)
Added a Docusaurus Loader

Issue: #6353

I had to implement this for working with the Ionic documentation, and
wanted to open this up as a draft to get some guidance on building this
out further. I wasn't sure if having it be a light extension of the
SitemapLoader was in the spirit of a proper feature for the library --
but I'm grateful for the opportunities Langchain has given me and I'd
love to build this out properly for the sake of the community.

Any feedback welcome!
8 months ago
VAS 8fa960641a
Update Documentation: Corrected Typos and Improved Clarity (#11725)
Docs updates

---------

Co-authored-by: Advaya <126754021+bluevayes@users.noreply.github.com>
Co-authored-by: Erick Friis <erick@langchain.dev>
8 months ago
Leonid Ganeline e165daa0ae
new course on `DeepLearning.ai` (#12755)
Added a new course on
[DeepLearning.ai](https://learn.deeplearning.ai/functions-tools-agents-langchain)
Added the LangChain `Wikipedia` link. Probably, it can be placed in the
"More" menu.
8 months ago
Tomaz Bratanic 0dc4ab0be1
Neo4j chat message history (#13008) 8 months ago
Bagatur bf8cf7e042
Bagatur/langserve blurb (#13217) 8 months ago
Anush 52f34de9b7
feat: FastEmbed embedding provider (#13109)
## Description:
This PR intends to add
[Qdrant/FastEmbed](https://qdrant.github.io/fastembed/) as a local
embeddings provider, associated tests and documentation.

**Documentation preview:**
https://langchain-git-fork-anush008-master-langchain.vercel.app/docs/integrations/text_embedding/fastembed

---------

Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
8 months ago
Lance Martin d2e50b3108
Add Chroma multimodal cookbook (#12952)
Pending:
* https://github.com/chroma-core/chroma/pull/1294
* https://github.com/chroma-core/chroma/pull/1293

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <baskaryan@gmail.com>
8 months ago
Bagatur dd7959f4ac
template readme's in docs (#13152) 8 months ago
Bagatur 86b93b5810
Add serve to quickstart (#13174) 8 months ago
Bagatur fbf7047468
Bagatur/update agent docs (#13167) 8 months ago
Bagatur 850336bcf1
Update model i/o docs (#13160) 8 months ago
Chenyu Zhao defd4b4f11
Clean up Fireworks provider documentation (#13157) 8 months ago
Bagatur d9e493e96c
fix module sidebar (#13158) 8 months ago
wemysschen e76ff63125
fix baiducloud_vector_search document typo (#12976)
**Issue:**
fix baiducloud_vector_search document typo

---------

Co-authored-by: wemysschen <root@icoding-cwx.bcc-szzj.baidu.com>
8 months ago
Holt Skinner fceae456b9
fix: Updates to formatting in Google Drive Retriever docs (#13015)
- Minor updates to formatting to make easier to read
8 months ago
Bagatur c63eb9d797
LCEL nits (#13155) 8 months ago
Bagatur 555ce600ef
Bagatur/docs serve context (#13150) 8 months ago
Bagatur eb51150557
update oai tool agent doc (#13147) 8 months ago
Bagatur b298f550fe
update modules sidebar (#13141) 8 months ago
Bagatur 84e65533e9
Docs: combine LCEL index and why (#13142) 8 months ago
Bagatur 1311450646
fix langsmith links (#13144) 8 months ago
Bagatur 8b2a82b5ce
Bagatur/docs smith context (#13139) 8 months ago
Harrison Chase 5f38770161
Support oai tool call (#13110)
Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Nuno Campos <nuno@boringbits.io>
8 months ago
Stefano Lottini c52725bdc5
(Astra DB/Cassandra) Minor clarification about dependencies in the demo notebook (#13118)
This PR helps developers trying the Astra DB / Cassandra vector store
quickstart notebook by making it clear what other dependencies are
required.
8 months ago
Bagatur 72e12f6bcf
update more azure docs (#13093) 9 months ago
Bagatur 1703f132c6
update azure embedding docs (#13091) 9 months ago
Bagatur 1f27104626
Fleet context (#13038)
cc @adrwz
9 months ago
Bagatur d26fd6f0d1
redirect langsmith walkthrough (#13040) 9 months ago
Erick Friis 6f45532620
Upgrade docs postcss (#13031) 9 months ago
Stefano Lottini 4f4b020582
Add "Astra DB" vector store integration (#12966)
# Astra DB Vector store integration

- **Description:** This PR adds a `VectorStore` implementation for
DataStax Astra DB using its HTTP API
  - **Issue:** (no related issue)
- **Dependencies:** A new required dependency is `astrapy` (`>=0.5.3`)
which was added to pyptoject.toml, optional, as per guidelines
- **Tag maintainer:** I recently mentioned to @baskaryan this
integration was coming
  - **Twitter handle:** `@rsprrs` if you want to mention me

This PR introduces the `AstraDB` vector store class, extensive
integration test coverage, a reworking of the documentation which
conflates Cassandra and Astra DB on a single "provider" page and a new,
completely reworked vector-store example notebook (common to the
Cassandra store, since parts of the flow is shared by the two APIs). I
also took care in ensuring docs (and redirects therein) are behaving
correctly.

All style, linting, typechecks and tests pass as far as the `AstraDB`
integration is concerned.

I could build the documentation and check it all right (but ran into
trouble with the `api_docs_build` makefile target which I could not
verify: `Error: Unable to import module
'plan_and_execute.agent_executor' with error: No module named
'langchain_experimental'` was the first of many similar errors)

Thank you for a review!
Stefano

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
9 months ago
Bagatur 5ac2fc5bb2
update stack diagram (#13021) 9 months ago
Yang, Bo 600caff03c
Add `Memorize` tool (#11722)
- **Description:** Add `Memorize` tool
  - **Tag maintainer:** @hwchase17

This PR added a new tool `Memorize` so that an agent can use it to
fine-tune itself. This tool requires `TrainableLLM` introduced in #11721

DEMO:
6a9003d5db

![image](https://github.com/langchain-ai/langchain/assets/601530/d6f0cb45-54df-4dcf-b143-f8aefb1e76e3)
9 months ago
Bagatur 388f248391
add oai v1 cookbook (#12961) 9 months ago
Bagatur 58889149c2
fix guides link (#12941) 9 months ago
matthieudelaro 52503a367f
Remove useless line of code from sql.ipynb (#12906)
This PR remove a single line of code from a notebook of the
documentation. This line used to define a variable, which is never used
in the code.
For further context, for reviewers, here is the online documentation:
https://python.langchain.com/docs/use_cases/qa_structured/sql#case-3-sql-agents
9 months ago
wemysschen 8c02f4fbd8
add baidu cloud vectorsearch document (#12928)
**Description:** 
Add BaiduCloud VectorSearch document with implement of BESVectorSearch
in langchain vectorstores

---------

Co-authored-by: wemysschen <root@icoding-cwx.bcc-szzj.baidu.com>
9 months ago
Alex Howard 5bb2ea51a5
docs: clean up vestigial markdown (#12907)
- **Description:** Remove text "LangChain currently does not support"
which appears to be vestigial leftovers from a previous change.
  - **Issue:** N/A
  - **Dependencies:** N/A
  - **Tag maintainer:** @baskaryan, @eyurtsev
  - **Twitter handle:** thezanke
9 months ago
Praveen Venkateswaran 1eb7d3a862
docs: update hf pipeline docs (#12908)
- **Description:** Noticed that the Hugging Face Pipeline documentation
was a bit out of date.
Updated with information about passing in a pipeline directly
(consistent with docstring) and a recent contribution of mine on adding
support for multi-gpu specifications with Accelerate in
21eeba075c
9 months ago
Christoffer Bo Petersen 37da6e546b
Fix typo in e2b_data_analysis.ipynb (#12930)
Just a small typo fix
9 months ago
Hech 8fe6bcc662
Fix return metadata when searching for DingoDB (#12937) 9 months ago
Bagatur 0378662e1d
fix langsmith link (#12939) 9 months ago
Harrison Chase 1a92d2245d
Harrison/docs smith serve (#12898)
Co-authored-by: Bagatur <baskaryan@gmail.com>
9 months ago
Priyadutt a4d9e986fb
Update csv.ipynb description (#12878)
The line removed is not required as there are no other alternative
solutions above than that.

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9 months ago
Lance Martin ea1ab391d4
Open Clip multimodal embeddings (#12754) 9 months ago
Brace Sproul 76bcac5bb3
Remove admin prefix/suffix from docs for anthropic (#12849) 9 months ago
Joseph Martinez f573a4d0b3
Update quickstart.mdx (#12386)
**Description**
Removed confusing sentence. 
Not clear what "both" was referring to. The two required components
mentioned previously? The two methods listed below?

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
9 months ago
Leonid Ganeline e112b2f2e6
updated `integrations/providers/google` (#12226)
Added missed integrations. Updated formats.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
9 months ago
Nikos Papailiou 2fdaa1e5fd
Add TileDB vectorstore implementation (#12624)
- **Description:** Add [TileDB](https://tiledb.com) vectorstore
implementation. TileDB offers ANN search capabilities using the
[TileDB-Vector-Search](https://github.com/TileDB-Inc/TileDB-Vector-Search)
module. It provides serverless execution of ANN queries and storage of
vector indexes both on local disk and cloud object stores (i.e. AWS S3).
More details in:
- [Why TileDB as a Vector
Database](https://tiledb.com/blog/why-tiledb-as-a-vector-database)
- [TileDB 101: Vector
Search](https://tiledb.com/blog/tiledb-101-vector-search)
- **Twitter handle:** @tiledb
9 months ago
盐粒 Yanli 1b233798a0
feat: Supprt pgvecto.rs as a VectorStore (#12718)
Supprt [pgvecto.rs](https://github.com/tensorchord/pgvecto.rs) as a new
VectorStore type.

This introduces a new dependency
[pgvecto_rs](https://pypi.org/project/pgvecto_rs/) and upgrade
SQLAlchemy to ^2.

Relate to https://github.com/tensorchord/pgvecto.rs/issues/11

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
9 months ago