langchain

Commit Graph

Author	SHA1	Message	Date
Ayan Bandyopadhyay	5c87dbf5a8	Add link to Psychic from document loaders documentation page (#5115 ) # Add link to Psychic from document loaders documentation page In my previous PR I forgot to update `document_loaders.rst` to link to `psychic.ipynb` to make it discoverable from the main documentation.	1 year ago
Tian Wei	d7f807b71f	Add AzureCognitiveServicesToolkit to call Azure Cognitive Services API (#5012 ) # Add AzureCognitiveServicesToolkit to call Azure Cognitive Services API: achieve some multimodal capabilities This PR adds a toolkit named AzureCognitiveServicesToolkit which bundles the following tools: - AzureCogsImageAnalysisTool: calls Azure Cognitive Services image analysis API to extract caption, objects, tags, and text from images. - AzureCogsFormRecognizerTool: calls Azure Cognitive Services form recognizer API to extract text, tables, and key-value pairs from documents. - AzureCogsSpeech2TextTool: calls Azure Cognitive Services speech to text API to transcribe speech to text. - AzureCogsText2SpeechTool: calls Azure Cognitive Services text to speech API to synthesize text to speech. This toolkit can be used to process image, document, and audio inputs. --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Jamie Broomall	d4fd589638	WhyLabs callback (#4906 ) # Add a WhyLabs callback handler * Adds a simple WhyLabsCallbackHandler * Add required dependencies as optional * protect against missing modules with imports * Add docs/ecosystem basic example based on initial prototype from @andrewelizondo > this integration gathers privacy preserving telemetry on text with whylogs and sends stastical profiles to WhyLabs platform to monitoring these metrics over time. For more information on what WhyLabs is see: https://whylabs.ai After you run the notebook (if you have env variables set for the API Keys, org_id and dataset_id) you get something like this in WhyLabs: ![Screenshot (443)](https://github.com/hwchase17/langchain/assets/88007022/6bdb3e1c-4243-4ae8-b974-23a8bb12edac) Co-authored-by: Andre Elizondo <andre@whylabs.ai> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Matt Rickard	de6a401a22	Add OpenLM LLM multi-provider (#4993 ) OpenLM is a zero-dependency OpenAI-compatible LLM provider that can call different inference endpoints directly via HTTP. It implements the OpenAI Completion class so that it can be used as a drop-in replacement for the OpenAI API. This changeset utilizes BaseOpenAI for minimal added code. --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Gergely Imreh	69de33e024	Add Mastodon toots loader (#5036 ) # Add Mastodon toots loader. Loader works either with public toots, or Mastodon app credentials. Toot text and user info is loaded. I've also added integration test for this new loader as it works with public data, and a notebook with example output run now. --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Andreas Liebschner	44dc959584	Improve pinecone hybrid search retriever adding metadata support (#5098 ) # Improve pinecone hybrid search retriever adding metadata support I simply remove the hardwiring of metadata to the existing implementation allowing one to pass `metadatas` attribute to the constructors and in `get_relevant_documents`. I also add one missing pip install to the accompanying notebook (I am not adding dependencies, they were pre-existing). First contribution, just hoping to help, feel free to critique :) my twitter username is `@andreliebschner` While looking at hybrid search I noticed #3043 and #1743. I think the former can be closed as following the example right now (even prior to my improvements) works just fine, the latter I think can be also closed safely, maybe pointing out the relevant classes and example. Should I reply those issues mentioning someone? @dev2049, @hwchase17 --------- Co-authored-by: Andreas Liebschner <a.liebschner@shopfully.com>	1 year ago
Harrison Chase	10ba201d05	Harrison/neo4j (#5078 ) Co-authored-by: Tomaz Bratanic <bratanic.tomaz@gmail.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Leonid Ganeline	443ebe22f4	docs: `Deployments` page moved into `Ecosystem/` (#4949 ) # docs: `deployments` page moved into `ecosystem/` The `Deployments` page moved into the `Ecosystem/` group Small fixes: - `index` page: fixed order of items in the `Modules` list, in the `Use Cases` list - item `References/Installation` was lost in the `index` page (not on the Navbar!). Restored it. - added `\|` marker in several places. NOTE: I also thought about moving the `Additional Resources/Gallery` page into the `Ecosystem` group but decided to leave it unchanged. Please, advise on this. ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: @dev2049	1 year ago
Matt Robinson	bf3f554357	feat: batch multiple files in a single Unstructured API request (#4525 ) ### Submit Multiple Files to the Unstructured API Enables batching multiple files into a single Unstructured API requests. Support for requests with multiple files was added to both `UnstructuredAPIFileLoader` and `UnstructuredAPIFileIOLoader`. Note that if you submit multiple files in "single" mode, the result will be concatenated into a single document. We recommend using this feature in "elements" mode. ### Testing The following should load both documents, using two of the example docs from the integration tests folder. ```python from langchain.document_loaders import UnstructuredAPIFileLoader file_paths = ["examples/layout-parser-paper.pdf", "examples/whatsapp_chat.txt"] loader = UnstructuredAPIFileLoader( file_paths=file_paths, api_key="FAKE_API_KEY", strategy="fast", mode="elements", ) docs = loader.load() ```	1 year ago
Harrison Chase	224f73e978	move docs	1 year ago
Harrison Chase	b0431c672b	Harrison/psychic (#5063 ) Co-authored-by: Ayan Bandyopadhyay <ayanb9440@gmail.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Jeffrey Zheng	424a573266	DOC: Misspelling in agents.rst documentation (#5038 ) # Corrected Misspelling in agents.rst Documentation <!-- Thank you for contributing to LangChain! Your PR will appear in our next release under the title you set. Please make sure it highlights your valuable contribution. Replace this with a description of the change, the issue it fixes (if applicable), and relevant context. List any dependencies required for this change. After you're done, someone will review your PR. They may suggest improvements. If no one reviews your PR within a few days, feel free to @-mention the same people again, as notifications can get --> In the [documentation](https://python.langchain.com/en/latest/modules/agents.html) it says "in fact, it is often best to have an Action Agent be in change of the execution for the Plan and Execute agent." Suggested Change: I propose correcting change to charge. Fix for issue: #5039	1 year ago
Gengliang Wang	f9f08c4b69	Add documentation for Databricks integration (#5013 ) # Add documentation for Databricks integration This is a follow-up of https://github.com/hwchase17/langchain/pull/4702 It documents the details of how to integrate Databricks using langchain. It also provides examples in a notebook. ## Who can review? @dev2049 @hwchase17 since you are aware of the context. We will promote the integration after this doc is ready. Thanks in advance!	1 year ago
tornikeo	a6ef20d7fe	Fix annoying typo in docs (#5029 ) # Fixes an annoying typo in docs <!-- Thank you for contributing to LangChain! Your PR will appear in our next release under the title you set. Please make sure it highlights your valuable contribution. Replace this with a description of the change, the issue it fixes (if applicable), and relevant context. List any dependencies required for this change. After you're done, someone will review your PR. They may suggest improvements. If no one reviews your PR within a few days, feel free to @-mention the same people again, as notifications can get lost. --> <!-- Remove if not applicable --> Fixes Annoying typo in docs - "Therefor" -> "Therefore". It's so annoying to read that I just had to make this PR.	1 year ago
UmerHA	7388248b3e	Streaming only final output of agent (#2483 ) (#4630 ) # Streaming only final output of agent (#2483) As requested in issue #2483, this Callback allows to stream only the final output of an agent (ie not the intermediate steps). Fixes #2483 Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Davis Chase	3bc0bf0079	fix prompt saving (#4987 ) will add unit tests	1 year ago
domchan	6c60251f52	Add self query translator for weaviate vectorstore (#4804 ) # Add self query translator for weaviate vectorstore Adds support for the EQ comparator and the AND/OR operators. Co-authored-by: Dominic Chan <dchan@cppib.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
SimFG	f07b9fde74	Update the GPTCache example (#4985 ) # Update the GPTCache example Fixes #4757	1 year ago
Nicolas	02632d52b3	docs: Big Mendable Improvements (#4964 ) - Higher accuracy on the responses - New redesigned UI - Pretty Sources: display the sources by title / sub-section instead of long URL. - Fixed Reset Button bugs and some other UI issues - Other tweaks	1 year ago
Mike McGarry	ddd595fe81	feature/4493 Improve Evernote Document Loader (#4577 ) # Improve Evernote Document Loader When exporting from Evernote you may export more than one note. Currently the Evernote loader concatenates the content of all notes in the export into a single document and only attaches the name of the export file as metadata on the document. This change ensures that each note is loaded as an independent document and all available metadata on the note e.g. author, title, created, updated are added as metadata on each document. It also uses an existing optional dependency of `html2text` instead of `pypandoc` to remove the need to download the pandoc application via `download_pandoc()` to be able to use the `pypandoc` python bindings. Fixes #4493 Co-authored-by: Mike McGarry <mike.mcgarry@finbourne.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Gengliang Wang	a87a2524c7	Remove autoreload in examples (#4994 ) # Remove autoreload in examples Remove the `autoreload` in examples since it is not necessary for most users: ``` %load_ext autoreload, %autoreload 2 ```	1 year ago
Eugene Yurtsev	06e524416c	power bi api wrapper integration tests & bug fix (#4983 ) # Powerbi API wrapper bug fix + integration tests - Bug fix by removing `TYPE_CHECKING` in in utilities/powerbi.py - Added integration test for power bi api in utilities/test_powerbi_api.py - Added integration test for power bi agent in agent/test_powerbi_agent.py - Edited .env.examples to help set up power bi related environment variables - Updated demo notebook with working code in docs../examples/powerbi.ipynb - AzureOpenAI -> ChatOpenAI Notes: Chat models (gpt3.5, gpt4) are much more capable than davinci at writing DAX queries, so that is important to getting the agent to work properly. Interestingly, gpt3.5-turbo needed the examples=DEFAULT_FEWSHOT_EXAMPLES to write consistent DAX queries, so gpt4 seems necessary as the smart llm. Fixes #4325 ## Before submitting Azure-core and Azure-identity are necessary dependencies check integration tests with the following: `pytest tests/integration_tests/utilities/test_powerbi_api.py` `pytest tests/integration_tests/agent/test_powerbi_agent.py` You will need a power bi account with a dataset id + table name in order to test. See .env.examples for details. ## Who can review? @hwchase17 @vowelparrot --------- Co-authored-by: aditya-pethe <adityapethe1@gmail.com>	1 year ago
Edrick Da Corte Henriquez	e80585bab0	Update tutorials.md (#4960 ) # Added a YouTube Tutorial Added a LangChain tutorial playlist aimed at onboarding newcomers to LangChain and its use cases. I've shared the video in the #tutorials channel and it seemed to be well received. I think this could be useful to the greater community. ## Who can review? @dev2049	1 year ago
Rahul Rao	13c376345e	Fixed assumptions misspelling (#4961 ) Fixed assumptions misspelling in the link mentioned below:- https://python.langchain.com/en/latest/modules/chains/examples/llm_summarization_checker.html ![image](https://github.com/hwchase17/langchain/assets/16189966/94cf2be0-b3d0-495b-98ad-e1f44331727e) Fix for Issue:- #4959 @hwchase17	1 year ago
Gengliang Wang	bf5a3c6dec	Support Databricks in SQLDatabase (#4702 ) This PR adds support for Databricks runtime and Databricks SQL by using [Databricks SQL Connector for Python](https://docs.databricks.com/dev-tools/python-sql-connector.html). As a cloud data platform, accessing Databricks requires a URL as follows `databricks://token:{api_token}@{hostname}?http_path={http_path}&catalog={catalog}&schema={schema}`. The URL is complicated and it may take users a while to figure it out. Since the fields `api_token`/`hostname`/`http_path` fields are known in the Databricks notebook, I am proposing a new method `from_databricks` to simplify the connection to Databricks. ## In Databricks Notebook After changes, Databricks users only need to specify the `catalog` and `schema` field when using langchain. <img width="881" alt="image" src="https://github.com/hwchase17/langchain/assets/1097932/984b4c57-4c2d-489d-b060-5f4918ef2f37"> ## In Jupyter Notebook The method can be used on the local setup as well: <img width="678" alt="image" src="https://github.com/hwchase17/langchain/assets/1097932/142e8805-a6ef-4919-b28e-9796ca31ef19">	1 year ago
Harrison Chase	88a3a56c1a	Add Spark SQL support (#4602 ) (#4956 ) # Add Spark SQL support * Add Spark SQL support. It can connect to Spark via building a local/remote SparkSession. * Include a notebook example I tried some complicated queries (window function, table joins), and the tool works well. Compared to the [Spark Dataframe agent](https://python.langchain.com/en/latest/modules/agents/toolkits/examples/spark.html), this tool is able to generate queries across multiple tables. --------- # Your PR Title (What it does) <!-- Thank you for contributing to LangChain! Your PR will appear in our next release under the title you set. Please make sure it highlights your valuable contribution. Replace this with a description of the change, the issue it fixes (if applicable), and relevant context. List any dependencies required for this change. After you're done, someone will review your PR. They may suggest improvements. If no one reviews your PR within a few days, feel free to @-mention the same people again, as notifications can get lost. --> <!-- Remove if not applicable --> Fixes # (issue) ## Before submitting <!-- If you're adding a new integration, include an integration test and an example notebook showing its use! --> ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: <!-- For a quicker response, figure out the right person to tag with @ @hwchase17 - project lead Tracing / Callbacks - @agola11 Async - @agola11 DataLoaders - @eyurtsev Models - @hwchase17 - @agola11 Agents / Tools / Toolkits - @vowelparrot VectorStores / Retrievers / Memory - @dev2049 --> --------- Co-authored-by: Gengliang Wang <gengliang@apache.org> Co-authored-by: Mike W <62768671+skcoirz@users.noreply.github.com> Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com> Co-authored-by: UmerHA <40663591+UmerHA@users.noreply.github.com> Co-authored-by: 张城铭 <z@hyperf.io> Co-authored-by: assert <zhangchengming@kkguan.com> Co-authored-by: blob42 <spike@w530> Co-authored-by: Yuekai Zhang <zhangyuekai@foxmail.com> Co-authored-by: Richard He <he.yucheng@outlook.com> Co-authored-by: Dev 2049 <dev.dev2049@gmail.com> Co-authored-by: Leonid Ganeline <leo.gan.57@gmail.com> Co-authored-by: Alexey Nominas <60900649+Chae4ek@users.noreply.github.com> Co-authored-by: elBarkey <elbarkey@gmail.com> Co-authored-by: Davis Chase <130488702+dev2049@users.noreply.github.com> Co-authored-by: Jeffrey D <1289344+verygoodsoftwarenotvirus@users.noreply.github.com> Co-authored-by: so2liu <yangliu35@outlook.com> Co-authored-by: Viswanadh Rayavarapu <44315599+vishwa-rn@users.noreply.github.com> Co-authored-by: Chakib Ben Ziane <contact@blob42.xyz> Co-authored-by: Daniel Chalef <131175+danielchalef@users.noreply.github.com> Co-authored-by: Daniel Chalef <daniel.chalef@private.org> Co-authored-by: Jari Bakken <jari.bakken@gmail.com> Co-authored-by: escafati <scafatieugenio@gmail.com>	1 year ago
Harrison Chase	5feb60f426	Harrison/spell executor (#4914 ) Co-authored-by: Jan Minar <rdancer@rdancer.org>	1 year ago
Mike Wang	db6f7ed0ba	[nit] Simplify Spark Creation Validation Check A Little Bit (#4761 ) - simplify the validation check a little bit. - re-tested in jupyter notebook. Reviewer: @hwchase17	1 year ago
Daniel Chalef	c8c2276ccb	Zep Retriever - Vector Search Over Chat History (#4533 ) # Zep Retriever - Vector Search Over Chat History with the Zep Long-term Memory Service More on Zep: https://github.com/getzep/zep Note: This PR is related to and relies on https://github.com/hwchase17/langchain/pull/4834. I did not want to modify the `pyproject.toml` file to add the `zep-python` dependency a second time. Co-authored-by: Daniel Chalef <daniel.chalef@private.org>	1 year ago
Leonid Ganeline	a9bb3147d7	docs: vectorstores, different updates and fixes (#4939 ) # docs: vectorstores, different updates and fixes Multiple updates: - added/improved descriptions - fixed header levels - added headers - fixed headers	1 year ago
Leonid Ganeline	8f8593aac5	docs: added `ecosystem/dependents` page (#4941 ) # docs: added `ecosystem/dependents` page Added `ecosystem/dependents` page. Can we propose a better page name?	1 year ago
Viswanadh Rayavarapu	c9f963e295	Update custom_multi_action_agent.ipynb (#4931 ) Updated the docs from "An agent consists of three parts:" to "An agent consists of two parts:" since there are only two parts in the documentation	1 year ago
so2liu	3002c1d508	fix: error in gptcache example nb (#4930 )	1 year ago
Jeffrey D	7e8e21c914	Correct typo in APIChain example notebook (Farenheit -> Fahrenheit) (#4938 ) Correct typo in APIChain example notebook (Farenheit -> Fahrenheit)	1 year ago
Leonid Ganeline	c75c0775e1	docs supabase update (#4935 ) # docs: updated `Supabase` notebook - the title of the notebook was inconsistent (included redundant "Vectorstore"). Removed this "Vectorstore" - added `Postgress` to the title. It is important. The `Postgres` name is much more popular than `Supabase`. - added description for the `Postrgress` - added more info to the `Supabase` description	1 year ago
Alexey Nominas	c9e2a01875	Update GPT4ALL integration (#4567 ) # Update GPT4ALL integration GPT4ALL have completely changed their bindings. They use a bit odd implementation that doesn't fit well into base.py and it will probably be changed again, so it's a temporary solution. Fixes #3839, #4628	1 year ago
Leonid Ganeline	e2d7677526	docs: compound ecosystem and integrations (#4870 ) # Docs: compound ecosystem and integrations Problem statement: We have a big overlap between the References/Integrations and Ecosystem/LongChain Ecosystem pages. It confuses users. It creates a situation when new integration is added only on one of these pages, which creates even more confusion. - removed References/Integrations page (but move all its information into the individual integration pages - in the next PR). - renamed Ecosystem/LongChain Ecosystem into Integrations/Integrations. I like the Ecosystem term. It is more generic and semantically richer than the Integration term. But it mentally overloads users. The `integration` term is more concrete. UPDATE: after discussion, the Ecosystem is the term. Ecosystem/Integrations is the page (in place of Ecosystem/LongChain Ecosystem). As a result, a user gets a single place to start with the individual integration.	1 year ago
Yuekai Zhang	1ed4228822	Fix bilibili (#4860 ) # Fix bilibili api import error bilibili-api package is depracated and there is no sync module. <!-- Thank you for contributing to LangChain! Your PR will appear in our next release under the title you set. Please make sure it highlights your valuable contribution. Replace this with a description of the change, the issue it fixes (if applicable), and relevant context. List any dependencies required for this change. After you're done, someone will review your PR. They may suggest improvements. If no one reviews your PR within a few days, feel free to @-mention the same people again, as notifications can get lost. --> <!-- Remove if not applicable --> Fixes #2673 #2724 ## Before submitting <!-- If you're adding a new integration, include an integration test and an example notebook showing its use! --> ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: @vowelparrot @liaokongVFX <!-- For a quicker response, figure out the right person to tag with @ @hwchase17 - project lead Tracing / Callbacks - @agola11 Async - @agola11 DataLoaders - @eyurtsev Models - @hwchase17 - @agola11 Agents / Tools / Toolkits - @vowelparrot VectorStores / Retrievers / Memory - @dev2049 -->	1 year ago
Eugene Yurtsev	e46202829f	feat #4479 : TextLoader auto detect encoding and improved exceptions (#4927 ) # TextLoader auto detect encoding and enhanced exception handling - Add an option to enable encoding detection on `TextLoader`. - The detection is done using `chardet` - The loading is done by trying all detected encodings by order of confidence or raise an exception otherwise. ### New Dependencies: - `chardet` Fixes #4479 ## Before submitting <!-- If you're adding a new integration, include an integration test and an example notebook showing its use! --> ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: - @eyurtsev --------- Co-authored-by: blob42 <spike@w530>	1 year ago
Eugene Yurtsev	c06a47a691	Load specific file types from Google Drive (issue #4878 ) (#4926 ) # Load specific file types from Google Drive (issue #4878) Add the possibility to define what file types you want to load from Google Drive. ``` loader = GoogleDriveLoader( folder_id="1yucgL9WGgWZdM1TOuKkeghlPizuzMYb5", file_types=["document", "pdf"] recursive=False ) ``` Fixes ##4878 ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: DataLoaders - @eyurtsev Twitter: [@UmerHAdil](https://twitter.com/@UmerHAdil) \| Discord: RicChilligerDude#7589 --------- Co-authored-by: UmerHA <40663591+UmerHA@users.noreply.github.com>	1 year ago
Harrison Chase	dfbf45f028	bump version to 173 (#4910 )	1 year ago
Harrison Chase	b8d48939a2	Harrison/unified objectives (#4905 ) Co-authored-by: Matthias Samwald <samwald@gmx.at>	1 year ago
Harrison Chase	9165267f8a	Harrison/improved retry tool (#4842 )	1 year ago
Leonid Ganeline	c998569c8f	docs: text splitters improvements (#4490 ) #docs: text splitters improvements Changes are only in the Jupyter notebooks. - added links to the source packages and a short description of these packages - removed " Text Splitters" suffixes from the TOC elements (they made the list of the text splitters messy) - moved text splitters, based on the length function into a separate list. They can be mixed with any classes from the "Text Splitters", so it is a different classification. ## Who can review? @hwchase17 - project lead @eyurtsev @vowelparrot NOTE: please, check out the results of the `Python code` text splitter example (text_splitters/examples/python.ipynb). It looks suboptimal.	1 year ago
Steve Kim	613bf9b514	Update getting_started.md (#4482 ) # Added another helpful way for developers who want to set OpenAI API Key dynamically Previous methods like exporting environment variables are good for project-wide settings. But many use cases need to assign API keys dynamically, recently. ```python from langchain.llms import OpenAI llm = OpenAI(openai_api_key="OPENAI_API_KEY") ``` ## Before submitting ```bash export OPENAI_API_KEY="..." ``` Or, ```python import os os.environ["OPENAI_API_KEY"] = "..." ``` <hr> Thank you. Cheers, Bongsang	1 year ago
Ismael G Serrano	41e2394c9c	Fix AzureOpenAI embeddings documentation example. model -> deployment (#4389 ) # Documentation for Azure OpenAI embeddings model - OPENAI_API_VERSION environment variable is needed for the endpoint - The constructor does not work with model, it works with deployment. I fixed it in the notebook. (This is my first contribution) ## Who can review? @hwchase17 @agola Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	1 year ago
Davis Chase	a4ac006658	Update gallery (#4873 )	1 year ago
Davis Chase	8966f61ca5	Zep memory (#4898 ) Co-authored-by: Daniel Chalef <daniel.chalef@private.org> Co-authored-by: Daniel Chalef <131175+danielchalef@users.noreply.github.com>	1 year ago
Davis Chase	df0c33a005	Faiss no avx2 (#4895 ) Co-authored-by: Ali Mirlou <alimirlou@gmail.com>	1 year ago
Alexander Miasoiedov (Myasoedov)	4c3ab55e94	feat(Add FastAPI + Vercel deployment option): (#4520 ) # Update deployments doc with langcorn API server API server example ```python from fastapi import FastAPI from langcorn import create_service app: FastAPI = create_service( "examples.ex1:chain", "examples.ex2:chain", "examples.ex3:chain", "examples.ex4:sequential_chain", "examples.ex5:conversation", "examples.ex6:conversation_with_summary", ) ``` More examples: https://github.com/msoedov/langcorn/tree/main/examples Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago

1 2 3 4 5 ...

973 Commits (753f4cfc26c04debfa02bb086a441d86877884c1)