langchain

Commit Graph

Author	SHA1	Message	Date
Eugene Yurtsev	a74c03da3c	Add metadata to blob (#14162 ) Add metadata to the blob object. This makes it easier to make a pipeline that properly propagates metadata information from raw content to the derived content.	10 months ago
Lance Martin	66848871fc	Multi-modal RAG template (#14186 ) * OpenCLIP embeddings * GPT-4V --------- Co-authored-by: Erick Friis <erick@langchain.dev>	10 months ago
James Braza	3b75d37cee	Adding `BaseChatMessageHistory.__str__` (#14311 ) Adding __str__ to base chat message history to make it easier to debug	10 months ago
James Braza	8b0060184d	Fixing empty input variable crashing `PromptTemplate` validations (#14314 ) - Fixes `input_variables=[""]` crashing validations with a template `"{}"` - Uses `__cause__` for proper `Exception` chaining in `check_valid_template`	10 months ago
Leonid Ganeline	0f02e94565	docs: `integrations/providers/` update (#14315 ) - added missed provider files (from `integrations/Callbacks` - updated notebooks: added links; updated into consistent formats	10 months ago
Bagatur	6607cc6eab	experimental[patch]: Release 0.0.44 (#14310 )	10 months ago
Eugene Yurtsev	80637727ea	hide api key: arcee (#14304 ) Hide API key for Arcee --------- Co-authored-by: raphael <raph.nunes95@gmail.com>	10 months ago
Bagatur	b2e756c0a8	langchain[patch]: Release 0.0.346 (#14307 )	10 months ago
Bagatur	4a5a13aab3	core[patch]: Release 0.0.10 (#14303 )	10 months ago
Eugene Yurtsev	7ad75edf8b	Fix rag google cloud vertex ai template (#14300 ) Fix template by exposing chain correctly	10 months ago
Eun Hye Kim	f758c8adc4	Fix #11737 issue (extra_tools option of create_pandas_dataframe_agent is not working) (#13203 ) - Description: Fix #11737 issue (extra_tools option of create_pandas_dataframe_agent is not working), - Issue: #11737 , - Dependencies: no, - Tag maintainer: @baskaryan, @eyurtsev, @hwchase17 I needed this method at work, so I modified it myself and used it. There is a similar issue(#11737) and PR(#13018) of @PyroGenesis, so I combined my code at the original PR. You may be busy, but it would be great help for me if you checked. Thank you. - Twitter handle: @lunara_x If you need an .ipynb example about this, please tag me. I will share what I am working on after removing any work-related content. --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Sean Bearden	77a15fa988	Added ability to pass arguments to the Playwright browser (#13146 ) - Description: Enhanced `create_sync_playwright_browser` and `create_async_playwright_browser` functions to accept a list of arguments. These arguments are now forwarded to `browser.chromium.launch()` for customizable browser instantiation. - Issue: #13143 - Dependencies: None - Tag maintainer: @eyurtsev, - Twitter handle: Dr_Bearden --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Joan Fontanals	dcccf8fa66	adapt Jina Embeddings to new Jina AI Embedding API (#13658 ) - Description: Adapt JinaEmbeddings to run with the new Jina AI Embedding platform - Twitter handle: https://twitter.com/JinaAI_ --------- Co-authored-by: Joan Fontanals Martinez <joan.fontanals.martinez@jina.ai> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Philippe PRADOS	e0c03d6c44	Pprados/lite google drive (#13175 ) - Fix bug in the document - Add clarification on the use of langchain-google drive.	10 months ago
guillaumedelande	ea0afd07ca	Update azuresearch.py following recent change from azure-search-documents library (#13472 ) - Description: Reference library azure-search-documents has been adapted in version 11.4.0: 1. Notebook explaining Azure AI Search updated with most recent info 2. HnswVectorSearchAlgorithmConfiguration --> HnswAlgorithmConfiguration 3. PrioritizedFields(prioritized_content_fields) --> SemanticPrioritizedFields(content_fields) 4. SemanticSettings --> SemanticSearch 5. VectorSearch(algorithm_configurations) --> VectorSearch(configurations) --> Changes now reflected on Langchain: default vector search config from langchain is now compatible with officially released library from Azure. - Issue: Issue creating a new index (due to wrong class used for default vector search configuration) if using latest version of azure-search-documents with current langchain version - Dependencies: azure-search-documents>=11.4.0, - Tag maintainer: , --------- Co-authored-by: Erick Friis <erick@langchain.dev>	10 months ago
price-deshaw	5cb3393e20	update OpenAI function agents' llm validation (#13538 ) - Description: This PR modifies the LLM validation in OpenAI function agents to check whether the LLM supports OpenAI functions based on a property (`supports_oia_functions`) instead of whether the LLM passed to the agent `isinstance` of `ChatOpenAI`. This allows classes that extend `BaseChatModel` to be passed to these agents as long as they've been integrated with the OpenAI APIs and have this property set, even if they don't extend `ChatOpenAI`. - Issue: N/A - Dependencies: none	10 months ago
Max Weng	74c7b799ef	migrate openai audio api (#13557 ) for issue https://github.com/langchain-ai/langchain/issues/13162 migrate openai audio api, as [openai v1.0.0 Migration Guide](https://github.com/openai/openai-python/discussions/742) <!-- 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 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! 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. --> --------- Co-authored-by: Double Max <max@ground-map.com>	10 months ago
Arnaud Gelas	abbba6c7d8	openapi/planner.py: Deal with json in markdown output cases (#13576 ) - Description: In openapi/planner deal with json in markdown output cases - Issue: In some cases LLMs could return json in markdown which can't be loaded. - Dependencies: - Tag maintainer: @eyurtsev - Twitter handle: --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Harrison Chase	8eab4d95c0	Harrison/delegate from template (#14266 ) Co-authored-by: M.R. Sopacua <144725145+msopacua@users.noreply.github.com>	10 months ago
Erick Friis	956d55de2b	docs[patch]: chat model page names (#14264 )	10 months ago
Nolan	b49104c2c9	Add missing doc key to metadata field in AzureSearch Vectorstore (#13328 ) - Description: Adds doc key to metadata field when adding document to Azure Search. - Issue: -, - Dependencies: -, - Tag maintainer: @eyurtsev, - Twitter handle: @finnless Right now the document key with the name FIELDS_ID is not included in the FIELDS_METADATA field, and therefore is not included in the Document returned from a query. This is really annoying if you want to be able to modify that item in the vectorstore. Other's thoughts on this are welcome.	10 months ago
Jon Watte	e042e5df35	fix: call _on_llm_error() (#13581 ) Description: There's a copy-paste typo where on_llm_error() calls _on_chain_error() instead of _on_llm_error(). Issue: #13580 Dependencies: None Tag maintainer: @hwchase17 Twitter handle: @jwatte "Run `make format`, `make lint` and `make test` to check this locally." The test scripts don't work in a plain Ubuntu LTS 20.04 system. It looks like the dev container pulling is stuck. Or maybe the internet is just ornery today. --------- Co-authored-by: jwatte <jwatte@observeinc.com> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Hamza Ahmed	fcc8e5e839	Update geodataframe.py (#13573 ) here it is validating shapely.geometry.point.Point: if not isinstance(data_frame[page_content_column].iloc[0], gpd.GeoSeries): raise ValueError( f"Expected data_frame[{page_content_column}] to be a GeoSeries" you need it to validate the geoSeries and not the shapely.geometry.point.Point if not isinstance(data_frame[page_content_column], gpd.GeoSeries): raise ValueError( f"Expected data_frame[{page_content_column}] to be a GeoSeries" <!-- 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 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! 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. -->	10 months ago
Harrison Chase	2213fc9711	Harrison/bookend ai (#14258 ) Co-authored-by: stvhu-bookend <142813359+stvhu-bookend@users.noreply.github.com>	10 months ago
cxumol	0d47d15a9f	add(feat): Text Embeddings by Cloudflare Workers AI (#14220 ) Add [Text Embeddings by Cloudflare Workers AI](https://developers.cloudflare.com/workers-ai/models/text-embeddings/). It's a new integration. Trying to align it with its langchain-js version counterpart [here](https://api.js.langchain.com/classes/embeddings_cloudflare_workersai.CloudflareWorkersAIEmbeddings.html). - Dependencies: N/A - Done `make format` `make lint` `make spell_check` `make integration_tests` and all my changes was passed	10 months ago
Harrison Chase	c51001f01e	fix comet tracer (#14259 )	10 months ago
Erick Friis	4351b99d2b	docs[patch]: search experiment (#14254 ) - npm - search config - custom	10 months ago
Harrison Chase	4fb72ff76f	fake consistent embeddings cleanup (#14256 ) delete code that could never be reached	10 months ago
Michael Landis	e26906c1dc	feat: implement max marginal relevance for momento vector index (#13619 ) Description Implements `max_marginal_relevance_search` and `max_marginal_relevance_search_by_vector` for the Momento Vector Index vectorstore. Additionally bumps the `momento` dependency in the lock file and adds logging to the implementation. Dependencies ✅ updates `momento` dependency in lock file Tag maintainer @baskaryan Twitter handle Please tag @momentohq for Momento Vector Index and @mloml for the contribution 🙇 <!-- 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 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! 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. -->	10 months ago
deedy5	ee9abb6722	Bugfix duckduckgo_search news search (#13670 ) - Description: Bugfix duckduckgo_search news search - Issue: https://github.com/langchain-ai/langchain/issues/13648 - Dependencies: None - Tag maintainer: @baskaryan --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
Aliaksandr Kuzmik	676a077c4e	Add CometTracer (#13661 ) Hi! I'm Alex, Python SDK Team Lead from [Comet](https://www.comet.com/site/). This PR contains our new integration between langchain and Comet - `CometTracer` class which uses new `comet_llm` python package for submitting data to Comet. No additional dependencies for the langchain package are required directly, but if the user wants to use `CometTracer`, `comet-llm>=2.0.0` should be installed. Otherwise an exception will be raised from `CometTracer.__init__`. A test for the feature is included. There is also an already existing callback (and .ipynb file with example) which ideally should be deprecated in favor of a new tracer. I wasn't sure how exactly you'd prefer to do it. For example we could open a separate PR for that. I'm open to your ideas :)	10 months ago
Harrison Chase	921c4b5597	Harrison/searchapi (#14252 ) Co-authored-by: SebastjanPrachovskij <86522260+SebastjanPrachovskij@users.noreply.github.com>	10 months ago
Ravidhu	224aa5151d	Fix Sagemaker Endpoint documentation (#13660 ) - Description: fixed the transform_input method in the example., - Issue: example didn't work, - Dependencies: None, - Tag maintainer: @baskaryan, - Twitter handle: @Ravidhu87	10 months ago
Colin Ulin	9f9cb71d26	Embaas - added backoff retries for network requests (#13679 ) Running a large number of requests to Embaas' servers (or any server) can result in intermittent network failures (both from local and external network/service issues). This PR implements exponential backoff retries to help mitigate this issue.	10 months ago
Erick Friis	f26d88ca60	docs[patch]: fix columns (#14251 )	10 months ago
Kastan Day	65faba91ad	langchain[patch]: Adding new Github functions for reading pull requests (#9027 ) The Github utilities are fantastic, so I'm adding support for deeper interaction with pull requests. Agents should read "regular" comments and review comments, and the content of PR files (with summarization or `ctags` abbreviations). Progress: - [x] Add functions to read pull requests and the full content of modified files. - [x] Function to use Github's built in code / issues search. Out of scope: - Smarter summarization of file contents of large pull requests (`tree` output, or ctags). - Smarter functions to checkout PRs and edit the files incrementally before bulk committing all changes. - Docs example for creating two agents: - One watches issues: For every new issue, open a PR with your best attempt at fixing it. - The other watches PRs: For every new PR && every new comment on a PR, check the status and try to finish the job. <!-- 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! Please make sure you're PR is passing linting and testing before submitting. Run `make format`, `make lint` and `make test` to check this locally. 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. Maintainer responsibilities: - General / Misc / if you don't know who to tag: @baskaryan - DataLoaders / VectorStores / Retrievers: @rlancemartin, @eyurtsev - Models / Prompts: @hwchase17, @baskaryan - Memory: @hwchase17 - Agents / Tools / Toolkits: @hinthornw - 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 --> --------- Co-authored-by: Erick Friis <erick@langchain.dev>	10 months ago
Hynek Kydlíček	aa8ae31e5b	core[patch]: add response kwarg to on_llm_error # Dependencies None # Twitter handle @HKydlicek --------- Co-authored-by: Erick Friis <erick@langchain.dev>	10 months ago
Leonid Ganeline	1750cc464d	docs[patch]: moved `vectorstore` notebook file (#14181 ) The `/docs/integrations/toolkits/vectorstore` page is not the Integration page. The best place is in `/docs/modules/agents/how_to/` - Moved the file - Rerouted the page URL	10 months ago
Jacob Lee	a26c4a0930	Allow base_store to be used directly with MultiVectorRetriever (#14202 ) Allow users to pass a generic `BaseStore[str, bytes]` to MultiVectorRetriever, removing the need to use the `create_kv_docstore` method. This encoding will now happen internally. @rlancemartin @eyurtsev --------- Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>	10 months ago
Vincent Brouwers	67662564f3	langchain[patch]: Fix `config` arg detection for wrapped lambdarunnable (#14230 ) Description: When a RunnableLambda only receives a synchronous callback, this callback is wrapped into an async one since #13408. However, this wrapping with `(args, *kwargs)` causes the `accepts_config` check at [/libs/core/langchain_core/runnables/config.py#L342](`ee94ef55ee/libs/core/langchain_core/runnables/config.py (L342)`) to fail, as this checks for the presence of a "config" argument in the method signature. Adding a `functools.wraps` around it, resolves it.	10 months ago
Jacob Lee	de86b84a70	Prefer byte store interface for Upstash BaseStore to match other Redis (#14201 ) If we are not going to make the existing Docstore class also implement `BaseStore[str, Document]`, IMO all base store implementations should always be `[str, bytes]` so that they are more interchangeable. CC @rlancemartin @eyurtsev	10 months ago
Harrison Chase	411aa9a41e	Harrison/nasa tool (#14245 ) Co-authored-by: Jacob Matias <88005863+matiasjacob25@users.noreply.github.com> Co-authored-by: Karam Daid <karam.daid@mail.utoronto.ca> Co-authored-by: Jumana <jumana.fanous@mail.utoronto.ca> Co-authored-by: KaramDaid <38271127+KaramDaid@users.noreply.github.com> Co-authored-by: Anna Chester <74325334+CodeMakesMeSmile@users.noreply.github.com> Co-authored-by: Jumana <144748640+jfanous@users.noreply.github.com>	10 months ago
nceccarelli	5fea63327b	Support Azure gov cloud in Azure Cognitive Search retriever (#13695 ) <!-- Thank you for contributing to LangChain! Replace this entire comment with: - Description: The existing version hardcoded search.windows.net in the base url. This is not compatible with the gov cloud. I am allowing the user to override the default for gov cloud support., - Issue: N/A, did not write up in an issue, - Dependencies: None 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. --> --------- Co-authored-by: Nicholas Ceccarelli <nceccarelli2@moog.com> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	10 months ago
ealt	e09b876863	Fixes error loading Obsidian templates (#13888 ) - Description: Obsidian templates can include [variables](https://help.obsidian.md/Plugins/Templates#Template+variables) using double curly braces. `ObsidianLoader` uses PyYaml to parse the frontmatter of documents. This parsing throws an error when encountering variables' curly braces. This is avoided by temporarily substituting safe strings before parsing. - Issue: #13887 - Tag maintainer: @hwchase17	10 months ago
Erick Friis	f6d68d78f3	nbdoc -> quarto (#14156 ) Switches to a more maintained solution for building ipynb -> md files (`quarto`) Also bumps us down to python3.8 because it's significantly faster in the vercel build step. Uses default openssl version instead of upgrading as well.	10 months ago
Nithish Raghunandanan	eecfa3f9e5	Add Couchbase document loader (#13979 ) Description: Adds the document loader for [Couchbase](http://couchbase.com/), a distributed NoSQL database. Dependencies: Added the Couchbase SDK as an optional dependency. Twitter handle: nithishr --------- Co-authored-by: Bagatur <baskaryan@gmail.com>	10 months ago
Bob Lin	805e9bfc24	Add doc for the development of core and experimental sections (#13966 ) ### Description Hi, I just started learning the source code of `langchain` and hope to contribute code. However, according to the instructions in the [CONTRIBUTING.md](https://github.com/langchain-ai/langchain/blob/master/.github/CONTRIBUTING.md) document, I could not run the test command `make test` to run normally. I found that many modules did not exist after [splitting `langchain_core`](https://github.com/langchain-ai/langchain/discussions/13823), so I updated the document. ### Twitter handle lin_bob57617	10 months ago
Muntaqa Mahmood	25f72944a0	Add: Steam API tool (#14008 ) - Description: Our PR is an integration of a Steam API Tool that makes recommendations on steam games based on user's Steam profile and provides information on games based on user provided queries. - Issue: the issue # our PR implements: https://github.com/langchain-ai/langchain/issues/12120 - Dependencies: python-steam-api library, steamspypi library and decouple library - Tag maintainer: @baskaryan, @hwchase17 - Twitter handle: N/A Hello langchain Maintainers, We are a team of 4 University of Toronto students contributing to langchain as part of our course [CSCD01 (link to course page)](https://cscd01.com/work/open-source-project). We hope our changes help 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 python-steam-api, steamspypi and decouple packages. We have added integration tests to test our python API integration into langchain and an example notebook is also provided. Our amazing team that contributed to this PR: @JohnY2002, @shenceyang, @andrewqian2001 and @muntaqamahmood Thank you in advance to all the maintainers for reviewing our PR! --------- Co-authored-by: Shence <ysc1412799032@163.com> Co-authored-by: JohnY2002 <johnyuan0526@gmail.com> Co-authored-by: Andrew Qian <andrewqian2001@gmail.com> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> Co-authored-by: JohnY <94477598+JohnY2002@users.noreply.github.com>	10 months ago
Bob Lin	cd2028288e	Add openai v2 adapter (#14063 ) ### Description Starting from [openai version 1.0.0](`17ac677995 (module-level-client)`), the camel case form of `openai.ChatCompletion` is no longer supported and has been changed to lowercase `openai.chat.completions`. In addition, the returned object only accepts attribute access instead of index access: ```python import openai # optional; defaults to `os.environ['OPENAI_API_KEY']` openai.api_key = '...' # all client options can be configured just like the `OpenAI` instantiation counterpart openai.base_url = "https://..." openai.default_headers = {"x-foo": "true"} completion = openai.chat.completions.create( model="gpt-4", messages=[ { "role": "user", "content": "How do I output all files in a directory using Python?", }, ], ) print(completion.choices[0].message.content) ``` So I implemented a compatible adapter that supports both attribute access and index access: ```python In [1]: from langchain.adapters import openai as lc_openai ...: messages = [{"role": "user", "content": "hi"}] In [2]: result = lc_openai.chat.completions.create( ...: messages=messages, model="gpt-3.5-turbo", temperature=0 ...: ) In [3]: result.choices[0].message Out[3]: {'role': 'assistant', 'content': 'Hello! How can I assist you today?'} In [4]: result["choices"][0]["message"] Out[4]: {'role': 'assistant', 'content': 'Hello! How can I assist you today?'} In [5]: result = await lc_openai.chat.completions.acreate( ...: messages=messages, model="gpt-3.5-turbo", temperature=0 ...: ) In [6]: result.choices[0].message Out[6]: {'role': 'assistant', 'content': 'Hello! How can I assist you today?'} In [7]: result["choices"][0]["message"] Out[7]: {'role': 'assistant', 'content': 'Hello! How can I assist you today?'} In [8]: for rs in lc_openai.chat.completions.create( ...: messages=messages, model="gpt-3.5-turbo", temperature=0, stream=True ...: ): ...: print(rs.choices[0].delta) ...: print(rs["choices"][0]["delta"]) ...: {'role': 'assistant', 'content': ''} {'role': 'assistant', 'content': ''} {'content': 'Hello'} {'content': 'Hello'} {'content': '!'} {'content': '!'} In [20]: async for rs in await lc_openai.chat.completions.acreate( ...: messages=messages, model="gpt-3.5-turbo", temperature=0, stream=True ...: ): ...: print(rs.choices[0].delta) ...: print(rs["choices"][0]["delta"]) ...: {'role': 'assistant', 'content': ''} {'role': 'assistant', 'content': ''} {'content': 'Hello'} {'content': 'Hello'} {'content': '!'} {'content': '!'} ... ``` ### Twitter handle [lin_bob57617](https://twitter.com/lin_bob57617)	10 months ago
billytrend-cohere	0f02081392	Add input_type override (#14068 ) Add option to override input_type for cohere's v3 embeddings models --------- Co-authored-by: Bagatur <baskaryan@gmail.com>	10 months ago

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