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utils/transcripts.py for chunking preserving previous behaviour as default for #8087
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2023-07-24T07:09:13
2023-12-07T14:18:24
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fixes #8087 added chunking mechanism for for transcript loaders srt.py and youtubeloader.py so user could optionally load transcript for a certain duration
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fix:get bilibili subtitles
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2023-07-24T06:55:07
2023-09-21T08:53:56
2023-08-04T21:30:41
CONTRIBUTOR
null
- Description: fix the Loader 'BiliBiliLoader' - Issue: the API response was changed ![image](https://github.com/langchain-ai/langchain/assets/2113954/91216793-82f8-4c82-a018-d49f36f5f6aa) The previously used API no longer returns the "subtitle_url" property. ![image](https://github.com/langchain-ai/langchain...
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2023-07-24T06:51:54
2023-10-28T22:51:47
2023-08-04T06:19:10
CONTRIBUTOR
null
- Description: - Add `load_chat_model()` and `load_chat_model_from_config()` in `langchain.chat_model.loading` module - Update `_load_llm_chain()` to use the above functions in case of LLMs that are Chat Models - Fix warning while loading `AzureChatOpenAI` and `ChatOpenAI`: WARNING! engine is not default param...
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Adding Adobe PDF extraction API as an additional langchain document loader
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2023-07-24T05:21:58
2023-10-24T11:49:27
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### Feature request Hi langchain team! I'd like to contribute this feature to the langchain document loaders. There are multiple pros for using Adobe API instead of the existing libraries for converting pdf to text and other metadata; e.g, adobe API allows for extraction of tables and figures in pdf documents a...
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langchain.llms.Petals doesnt support llama models
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2023-07-24T04:56:39
2023-11-04T16:05:05
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### Feature request support for llama models for petals module ### Motivation i'm furstated when i want to use petals (distributed model) for llama2, my gpu is not enough to run all models ### Your contribution -
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2023-07-24T04:56:10
2023-07-24T06:41:27
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<!-- 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)...
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Migration OpenAIEmbedding from Azure to OpenAI reproduce gives an error message "ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions."
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2023-07-24T03:58:46
2023-11-03T16:06:27
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### System Info python = ">=3.9,<3.12" fire = "0.5.0" pandas = "2.0.2" sqlalchemy = "2.0.15" rich = "13.4.1" mysqlclient = "2.1.1" pandera = "0.15.1" openai = "0.27.7" guidance = "0.0.62" langchain = "0.0.221" textual = "^0.29.0" ### Who can help? @hwchase17 @agola11 ### Information - [ ] The official e...
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Error when importing ChatOutputParser: no validator found for <class 're.Pattern'>
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### System Info from langchain.agents.chat.output_parser import ChatOutputParser Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/ubuntu/chatpdf/Backend/backenv/lib/python3.10/site-packages/langchain/__init__.py", line 6, in <module> from langchain.agents import MRKLChain,...
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Retain links when extracting text using PDFLoader
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### System Info Hi, I'm using version 0.0.105 of langchain (nodejs). I'm using PDFLoader to embed PDF documents, and I've noticed that the extracted documents do not retain the hyperlinks that were present in the files. Is there a way to retain them? I couldn't find it in the document or the PDFLoader class....
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8,156
create_tagging_chain returning an array string not respecting enum values
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2023-07-24T01:43:31
2023-12-18T23:48:57
2023-12-18T23:48:57
NONE
null
### System Info Good day, I'm attempting to use `create_tagging_chain_pydantic` to tag certain markets wherein a product is used. The product can be used across multiple markets. Unfortunately the chain doesn't appear to respect the `enum` values passed to it for a return type of an array of string (it works correct...
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8,155
nit: small typo in evaluation module docs
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2023-07-24T01:13:26
2023-07-24T01:25:15
2023-07-24T01:25:14
CONTRIBUTOR
null
Hopefully, this doesn't come across as nitpicky! That isn't the intention. I only noticed it, because I enjoy reading the documentation and when I hit a mental road bump it is usually due to a missing word or something =) @baskaryan
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8,154
Unbreak devcontainer
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2023-07-24T00:56:09
2023-07-24T02:33:47
2023-07-24T02:33:47
CONTRIBUTOR
null
Codespaces and devcontainer was broken by the [repo restructure](https://github.com/langchain-ai/langchain/discussions/8043). - Description: Add libs/langchain to container so it can be built without error. - Issue: - - Dependencies: - - Tag maintainer: @hwchase17 @baskaryan - Twitter handle: @fin...
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8,153
Function calling logging fixup
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2023-07-23T22:48:31
2023-07-24T01:01:34
2023-07-24T01:01:33
COLLABORATOR
null
Fix bad overwriting of "functions" arg in invocation params. Cleanup precedence in the dict Clean up some inappropriate types (mapping should be dict) Example: https://dev.smith.langchain.com/public/9a7a6817-1679-49d8-8775-c13916975aae/r ![image](https://github.com/langchain-ai/langchain/assets/13333726/94cd0...
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simplified nmspace
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2023-07-23T20:34:03
2023-07-24T15:40:32
2023-07-24T01:02:20
COLLABORATOR
null
recreated #7894 (it is easy to recreate than resolve conflicts) A small refactoring to improve the API Reference Agents table @baskaryan
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8,151
Optimize the cosine_similarity_top_k function performance
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2023-07-23T19:34:35
2023-07-27T01:03:50
2023-07-27T01:03:49
CONTRIBUTOR
null
Optimizing important numerical code and making it run faster. Performance went up by 1.48x (148%). Runtime went down from 138715us to 56020us Optimization explanation: The `cosine_similarity_top_k` function is where we made the most significant optimizations. Instead of sorting the entire score_array which n...
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bump experimental to 002
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2023-07-23T16:17:49
2023-07-24T01:28:29
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I_kwDOIPDwls5sT3ul
8,149
MultiRetrievalQAChain async mode
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2023-07-23T14:24:48
2023-10-29T16:04:26
2023-10-29T16:04:26
NONE
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### Feature request When I testing MultiRetrievalQAChain in synchronous mode, it worked perfectly. It can choose QA from the right retriever. But when I implement MultiRetrievalQAChain into production with streaming, I need mode async. anyone can help me ? TIA ### Motivation I'm quite frustated when I found Mul...
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8,148
YoutubeLoader for nodejs
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2023-07-23T13:09:56
2023-11-01T16:06:00
2023-11-01T16:05:59
NONE
null
### Feature request Would like to have YoutubeLoader on Nodejs api https://api.python.langchain.com/en/latest/document_loaders/langchain.document_loaders.youtube.YoutubeLoader.html#langchain.document_loaders.youtube.YoutubeLoader ### Motivation The motivation of this is to have the feature to load the transcript ...
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8,145
fix typo: Entity Summary Memory documentation
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2023-07-23T10:03:41
2023-07-24T02:36:51
2023-07-24T02:36:51
CONTRIBUTOR
null
Fixed a small typo I came across in the Memory documentation.
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8,143
add faiss test for score threshold
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2023-07-23T05:34:21
2023-08-04T06:16:58
2023-07-24T02:36:38
CONTRIBUTOR
null
# What - Add faiss vector search test for score threshold - Fix failing faiss vector search test; filtering with list value is wrong. <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: Add faiss vector search test for score threshold; Fix failing faiss vector search test;...
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RecursiveCharacterTextSplitter overlap sometimes does not work
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2023-07-23T05:00:58
2023-11-08T23:32:08
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### System Info langchain 0.0.240 ### Who can help? _No response_ ### Information - [ ] The official example notebooks/scripts - [ ] My own modified scripts ### Related Components - [ ] LLMs/Chat Models - [ ] Embedding Models - [ ] Prompts / Prompt Templates / Prompt Selectors - [ ] Output Par...
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Issue: Why condense the conversational history when Open AI provides a 'messages' field in its API?
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2023-07-23T04:01:03
2023-10-23T22:41:46
2023-10-23T22:41:37
NONE
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### Issue you'd like to raise. Hi there, I've found many scenarios where ConversationalRetrievalChain's attempt to condense a conversation history into a stand-alone question fails, either because the history is too complex or, for example, if the user simply provides an affirmation. Why do we attempt to conden...
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add llamaapi
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2023-07-23T02:16:14
2023-07-23T16:16:18
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beef up getting started
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2023-07-23T01:48:42
2023-07-24T02:57:45
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Harrison/agent intro
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2023-07-22T22:44:13
2023-07-23T05:15:01
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fix-typo
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2023-07-22T21:52:14
2023-07-24T01:02:58
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more general questions about this function: ``` return { **super()._get_invocation_params(stop=stop, **kwargs), **self._default_params, "model": self.model_name, "functions": kwargs.get("functions"), } ``` 1. `**super()._get_invocation_params(...
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actually use input key
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Feature faiss delete
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2023-07-22T20:51:49
2023-08-10T03:13:10
2023-08-06T22:46:30
CONTRIBUTOR
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<!-- Thank you for contributing to LangChain! Replace this comment with: - Description: docstore had two main method: add and search, however, dealing with docstore sometimes requires deleting an entry from docstore. So I have added a simple delete method that deletes items from docstore. Additionally, I have add...
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Add embeddings for LocalAI
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2023-07-22T17:35:19
2023-07-25T18:31:01
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CONTRIBUTOR
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Description: This PR adds embeddings for LocalAI ( https://github.com/go-skynet/LocalAI ), a self-hosted OpenAI drop-in replacement. As LocalAI can re-use OpenAI clients it is mostly following the lines of the OpenAI embeddings, however when embedding documents, it just uses string instead of sending tokens as sendi...
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doc(sqldatabasechain): use views when jsonb column description is not available
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2023-07-22T17:30:47
2023-07-22T18:30:05
2023-07-22T18:30:05
CONTRIBUTOR
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I think the PR diff is self explaining ;) @baskaryan
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create_sql_aqent not working with `AgentType.OPENAI_FUNCTIONS`
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### System Info Langchain version: ```langchain = "^0.0.236"```` Python 3.10.10 MacOSx 13.4.1 (c) (22F770820d) ### Who can help? @hwchase17 @agola11 ### Information - [ ] The official example notebooks/scripts - [X] My own modified scripts ### Related Components - [X] LLMs/Chat Models - [ ] Embedding Models - ...
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Create langflow
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2023-07-22T16:28:45
2023-07-22T18:28:27
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<!-- 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)...
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edit prompt format method
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2023-07-22T15:53:53
2023-07-22T18:32:46
2023-07-22T18:32:45
CONTRIBUTOR
null
- Description: Modify the `PromptTemplate`'s `format` method behavior by temporarily altering the `__repr__` and `__format__` methods of the `Document` class. This will result in only the `page_content` being added to the template when conduct formatting. Refer to the unit test case below for further clarification. ...
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bump versions
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2023-07-22T15:32:35
2023-07-22T15:46:38
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Harrison/add back in experimental
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fix empty ids when metadatas is provided
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2023-07-22T14:45:11
2023-07-28T23:17:32
2023-07-28T23:17:31
CONTRIBUTOR
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Fixes https://github.com/hwchase17/langchain/issues/7865 and https://github.com/hwchase17/langchain/issues/8061 - [x] fixes returning empty ids when metadatas argument is provided @baskaryan
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Issue: Using qdrant.as_retriver() to use the filtered data of a collection (filtered on the basis of payload data)
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2023-07-22T14:09:54
2023-11-03T16:06:32
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### Issue you'd like to raise. Unable to use metadata filtering of a collection qdrant and then use it in as_retriever function. ### Suggestion: Qdrant.from_documents should include a filtering method as well to filer on the collection with payload (metadata)
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call directly the prompt of GPT4All Model
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2023-07-22T13:43:02
2023-07-25T08:29:19
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### System Info Langchain 0.0.238 System: WSL - Ubuntu ### Who can help? @hwchase17 ### Information - [ ] The official example notebooks/scripts - [X] My own modified scripts ### Related Components - [X] LLMs/Chat Models - [ ] Embedding Models - [X] Prompts / Prompt Templates / Prompt Selectors - [ ] Output Pa...
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Add batch processing and wait time to FAISS from_texts method
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2023-07-22T13:13:27
2023-08-05T11:22:51
2023-07-22T18:52:37
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Description: This pull request introduces two new optional parameters to the from_texts method in the FAISS class: batch_size and wait_time. When both parameters are provided, the method will process the texts in batches, waiting for a specified amount of time between each batch. This can be useful when dealing with ra...
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Issue: Rewrite SelfQueryRetriever llm prompt for better results
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2023-07-22T11:23:10
2023-10-28T16:04:20
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### Issue you'd like to raise. How I can change the value of "retriever.llm_chain.prompt" accordingly for specific task to achieve better and accurate results as self Query retrieval isn't working with Open source LLMs it raises following error and there is an issue related to this error that's not yet resolved as w...
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missing parameter in similarity_search function in azuresearch.py
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2023-07-22T10:43:30
2023-10-28T16:04:25
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### System Info at line 250, self.semantic_hybrid_search function only pass two parameters, query and k. it missing "**kwargs " 241 def similarity_search( 242 self, query: str, k: int = 4, **kwargs: Any 243 ) -> List[Document]: 244 search_type = kwargs.get("search_type", self.search_typ...
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GitHub toolkit improvements
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2023-07-22T10:24:44
2023-07-24T03:17:54
2023-07-24T03:17:54
CONTRIBUTOR
null
Fixes an issue with the github tool where the API returned special objects but the tool was expecting dictionaries. Also added proper docstrings to the GitHubAPIWraper methods and a (very basic) integration test. Maintainer responsibilities: - Agents / Tools / Toolkits: @hinthornw
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8,120
add HuggingGPT Agent
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2023-07-22T09:16:39
2023-07-24T04:55:54
2023-07-24T04:55:53
CONTRIBUTOR
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<!-- 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)...
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PR_kwDOIPDwls5WJKit
8,119
Add default K in Retriever
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2023-07-22T07:44:20
2023-08-04T05:52:02
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- Description: add default class variable for inheriting BaseRetriever - Issue: issue #7922 , - Dependencies: no, - Tag maintainer: @rlancemartin, @eyurtsev
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PR_kwDOIPDwls5WJFOq
8,117
adding full path to .toml files for the COPY in the dev dockerfile
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2023-07-22T05:57:26
2023-07-26T00:38:43
2023-07-26T00:38:42
CONTRIBUTOR
null
- Description: in the .devcontainer, docker-compose build is currently failing due to the src paths in the COPY command. This change adds the full path to the pyproject.toml and poetry.toml to allow the build to run. - Issue: na - Dependencies: none - Twitter handle: byronsalty
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PR_kwDOIPDwls5WJDxt
8,116
add tests to redis vectorstore
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2023-07-22T05:22:39
2023-08-04T06:16:38
2023-08-01T00:07:09
CONTRIBUTOR
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# What - Add function to get similarity with score with threshold in Redis vector store. - Add tests to Redis vector store. <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: Add tests to Redis vector store. - Issue: None - Dependencies: None - Tag maintainer: @r...
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PR_kwDOIPDwls5WI-om
8,115
Generalize Comment on Streaming Support for LLM Implementations and add examples
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2023-07-22T04:27:42
2023-07-24T06:02:26
2023-07-24T06:00:00
CONTRIBUTOR
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The example provided demonstrates the usage of the HuggingFaceTextGenInference implementation with streaming enabled.
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8,114
changed to mlflow-ai-gateway in llms/__init__.py
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2023-07-22T03:00:44
2023-07-24T06:30:46
2023-07-24T06:30:46
CONTRIBUTOR
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- Description: In the llms/__init__.py, the key name is wrong for mlflowaigateway. It should be mlflow-ai-gateway - Issue: NA - Dependencies: NA - Tag maintainer: @hwchase17, @baskaryan - Twitter handle: na Without this fix, when we run the code for mlflowaigateway, we will get error as below Val...
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8,113
add filter to sklearn vector store functions
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2023-07-22T02:54:32
2023-08-04T06:16:27
2023-08-04T06:06:41
CONTRIBUTOR
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# What - This is to add filter option to sklearn vectore store functions <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: Add filter to sklearn vectore store functions. - Issue: None - Dependencies: None - Tag maintainer: @rlancemartin, @eyurtsev - Twitter ha...
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add save and load tfidf vectorizer and docs for TFIDFRetriever
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2023-07-22T02:26:41
2023-08-04T06:06:27
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CONTRIBUTOR
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This is to add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever to make the vectorizer reusable. <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever - Issue: None - D...
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Save tfidf vectorizer and docs in TFIDFRetriever
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CONTRIBUTOR
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This is to add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever to make the vectorizer reusable. <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever - Issue: None - D...
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MultiOn client toolkit
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2023-07-22T02:14:15
2023-07-22T15:19:02
2023-07-22T15:19:02
CONTRIBUTOR
null
Addition of MultiOn Client Agent Toolkit Dependencies: multion pip package This PR consists of the following: - MultiOn utility,tools and integration with agent - sample jupyter notebook. Request @hwchase17 , @hinthornw
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8,109
Save TFIDF Vectorizer in tfidf_retriever.py
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2023-07-22T02:03:38
2023-07-22T02:08:18
2023-07-22T02:08:14
CONTRIBUTOR
null
This is to add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever to make the vectorizer reusable. <!-- Thank you for contributing to LangChain! Replace this comment with: - Description: add save_local and load_local to tfidf_vectorizer and docs in tfidf_retriever - Issue: None - D...
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8,108
add Hybrid retriever that not require any external service
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2023-07-22T01:56:17
2023-07-25T02:26:36
2023-07-25T02:16:11
CONTRIBUTOR
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- Until now, hybrid search was limited to modules requiring external services, such as Weaviate/Pinecone Hybrid Search. However, I have developed a hybrid retriever that can merge a list of retrievers using the [Reciprocal Rank Fusion](https://plg.uwaterloo.ca/~gvcormac/cormacksigir09-rrf.pdf) algorithm. This new app...
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8,107
Added stop sequence support to replicate
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2023-07-22T01:51:51
2023-07-25T02:58:58
2023-07-25T00:34:13
CONTRIBUTOR
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Stop sequences are useful if you are doing long-running completions and need to early-out rather than running for the full max_length... not only does this save inference cost on Replicate, it is also much faster if you are going to truncate the output later anyway. Other LLMs support stop sequences natively (e.g. ...
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Harrison/official pre release
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2023-07-22T01:38:31
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8,105
DOC: Link broken for Python Guide on Prompts Page
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2023-07-22T01:09:31
2023-07-31T09:12:19
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NONE
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### Issue with current documentation: The hyperlink which should navigate to the Python guide for Prompts seems to be broken. Affected link -> https://docs.langchain.com/docs/components/prompts/ Click on the `Python Guide` link under the `info` section. It leads to `Page Not Found`. ![image](https://github.co...
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Enhance Qdrant VS performances by using async embed documents
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2023-07-22T01:02:07
2023-08-19T02:00:07
2023-08-19T02:00:06
CONTRIBUTOR
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- Description: Since OpenAI supports async embed documents then the Qdrant VS (and other as well but I focus on Qdrant for now) should use it as well to avoid blocking IO when creating embedded data - Dependencies: No - Tag maintainer: @agola11
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8,103
Update SageMaker Endpoint Embeddings docs to be up to date with current requirements
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2023-07-22T00:14:10
2023-07-24T20:35:07
2023-07-24T20:35:06
CONTRIBUTOR
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- **Description:** Simple change of the Class that ContentHandler inherits from. To create an object of type SagemakerEndpointEmbeddings, the property content_handler must be of type EmbeddingsContentHandler not ContentHandlerBase anymore, - **Maintainer:** @baskaryan - **Twitter handle:** @Juanjo_Torres11
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Web research retriever
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2023-07-21T23:48:04
2023-07-26T02:58:01
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Given a user question, this will - * Use LLM to generate a set of queries. * Query for each. * The URLs from search results are stored in self.urls. * A check is performed for any new URLs that haven't been processed yet (not in self.url_database). * Only these new URLs are loaded, transformed, and added to the v...
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mv module integrations docs
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2023-07-21T21:59:22
2023-07-24T06:23:17
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COLLABORATOR
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<!-- 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)...
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SQL Query Prompt update + added _execute method for SQLDatabase
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2023-07-21T21:33:54
2023-08-01T07:53:01
2023-07-31T23:28:08
CONTRIBUTOR
null
- Description: This pull request (PR) includes two minor changes: 1. Updated the default prompt for SQL Query Checker: The current prompt does not clearly specify the final response that the LLM (Language Model) should provide when checking for the query if `use_query_checker` is enabled in SQLDatabase Chain. As ...
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2023-07-21T21:27:53
2023-07-24T20:53:53
2023-07-24T20:36:45
COLLABORATOR
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Refactored `example_generator.py`. The same as #7961 `example_generator.py` is in the root code folder. This creates the `langchain.example_generator: Example Generator ` group on the API Reference navigation ToC, on the same level as `Chains` and `Agents` which is not correct. Refactoring: - moved `example_gener...
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2023-07-21T20:56:17
2023-07-24T20:52:55
2023-07-24T20:52:55
COLLABORATOR
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Refactored `env.py`. The same as #7961 `env.py` is in the root code folder. This creates the `langchain.env: Env ` group on the API Reference navigation ToC, on the same level as `Chains` and `Agents` which is not correct. Refactoring: - moved env.py content into utils/env.py - added the backwards compatibility ...
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bump releases rc0
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Human Tool with websocket
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2023-07-21T19:47:10
2023-11-06T18:11:00
2023-11-06T18:10:50
NONE
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### Issue you'd like to raise. How can i use Human Tool along with the websocket. As we cannot use async with tool.Can anyone please provide the solution for this. def please_take_test(): score = 0 for i, data in enumerate(questions): print(ask_for_info(data["question"], data["options"])) provide...
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retrieve email metadata from email stored as pdf
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2023-07-21T19:40:54
2023-10-27T16:04:53
2023-10-27T16:04:52
NONE
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### Feature request parse the text in a pdf to determine whether it contains header fields such as From:, To:, Date: etc which make it likely that the original data was an email. if so, return the contents of those fields as Document metadata which can, for example, be used as metadata in a database. ### Motivation ...
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Removing score threshold parameter of faiss _similarity_search_with_r…
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2023-07-21T19:33:15
2023-08-04T04:31:43
2023-08-04T04:31:43
CONTRIBUTOR
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Removing score threshold parameter of faiss _similarity_search_with_relevance_scores as the thresholding part is implemented in similarity_search_with_relevance_scores method which calls this method. As this method is supposed to be a private method of faiss.py this will never receive the score threshold parameter ...
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remove CVEs
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2023-07-21T19:12:38
2024-01-09T14:20:20
2023-07-21T20:32:39
COLLABORATOR
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This PR aims to move all code with CVEs into `langchain.experimental`. Note that we are NOT yet removing from the core `langchain` package - we will give people a week to migrate here. See MIGRATE.md for how to migrate Zero changes to functionality Vulnerabilities this addresses: PALChain: - https://securi...
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add kwargs support for Baseten models
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2023-07-21T19:10:20
2023-07-21T20:57:27
2023-07-21T20:56:27
CONTRIBUTOR
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This bugfix PR adds kwargs support to Baseten model invocations so that e.g. the following script works properly: ```python chatgpt_chain = LLMChain( llm=Baseten(model="MODEL_ID"), prompt=prompt, verbose=False, memory=ConversationBufferWindowMemory(k=2), llm_kwargs={"max_length": 4096} ) ...
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use top nav docs
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Issue: OpenSearch painless scripting scoring function could be improved
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2023-07-21T18:19:26
2023-10-27T16:04:59
2023-10-27T16:04:58
CONTRIBUTOR
null
### Issue you'd like to raise. Painless scripting shows an example scoring function here https://opensearch.org/docs/latest/search-plugins/knn/painless-functions/#get-started-with-k-nns-painless-scripting-functions You can see that they reference the query vector by `params.query_value`. This is better, in my o...
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update contributor guide
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8,087
YoutubeLoader to load documents from transcripts as chunks
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2023-10-28T16:04:30
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### Feature request Currently, The YoutubeLoader class loads transcripts and converts all of them into a single large piece of text loosing all the information regarding when it was said in the video to be able to reference it later. I understand we cannot have very small/ unpridictable lengths of transcripts, which ...
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Issue #8089 Improve painless script scoring with params.query_value.
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2023-07-21T18:11:33
2023-08-04T06:06:18
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CONTRIBUTOR
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This is a minor improvement that replaces the full query_vector with the reference string `params.query_value` used in the painless scripting docs. I have tested it manually and it works on an example. This makes the query about half the size and much easier to read. https://opensearch.org/docs/latest/search-plugi...
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Issue 8081 Fix query results size bug. Other bug: pass vector_field param.
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2023-07-21T17:36:37
2023-08-04T05:41:12
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CONTRIBUTOR
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@baskaryan #8081 Likely the reason why the issue occurred is that OpenSearch's default k is 10, so it needs to be specified. Here's a similar question about its cousin ElasticSearch https://discuss.elastic.co/t/elasticsearch-returns-only-10-records-but-the-hit-is-507/136605 I tested this manually and also f...
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fix api ref
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2023-07-21T16:43:35
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<!-- 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)...
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add kwargs support to Baseten LLMs
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2023-07-21T16:18:10
2023-07-21T19:11:28
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CONTRIBUTOR
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This bugfix PR adds kwargs support to Baseten model invocations so that e.g. the following script works properly: ``` chatgpt_chain = LLMChain( llm=Baseten(model="MODEL_ID"), prompt=prompt, verbose=False, memory=ConversationBufferWindowMemory(k=2), llm_kwargs={"max_length": 4096} ) ``
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OpenSearchVectorStore's similarity search functions can't handle k>10 with script_scoring
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### System Info Langchain version 0.0.225 M1 Mac Python 3.11.3 ### Who can help? @naveentatikonda ### Information - [ ] The official example notebooks/scripts - [ ] My own modified scripts ### Related Components - [ ] LLMs/Chat Models - [ ] Embedding Models - [ ] Prompts / Prompt Templates / ...
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Calling the OpenAI Functions agent with an empty tool list crashes
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### System Info langchain version 0.0.238 openai version 0.27.8 ### Who can help? @hwchase17 @agola11 ### Information - [ ] The official example notebooks/scripts - [X] My own modified scripts ### Related Components - [X] LLMs/Chat Models - [ ] Embedding Models - [ ] Prompts / Prompt Templates / Prompt Selecto...
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2023-10-27T16:05:19
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CONTRIBUTOR
null
Can be fixed by carrying over openapi enum definitions to new `enum` field here: https://github.com/hwchase17/langchain/blob/95e369b38dfc8fcb55c8d1ac435ad40e326e653d/langchain/chains/openai_functions/openapi.py#L85
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Fix InvalidVectorQuery error
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2023-07-21T14:39:33
2023-07-28T04:59:49
2023-07-28T04:59:48
NONE
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- Description: Fixed the InvalidVectorQuery error in several functions of the AzureSearch class in azuresearch.py. The changes were based on the code found in [this Azure cognitive-search-vector-pr sample](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python/code/azure-search-vector-recall-python-...
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bump 239
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2023-07-21T14:17:01
2023-07-21T14:31:15
2023-07-21T14:31:14
COLLABORATOR
null
<!-- 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)...
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Change with_history option to False for ChatGLM by default
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2023-07-21T13:59:20
2023-07-24T22:46:03
2023-07-24T22:46:02
CONTRIBUTOR
null
ChatGLM LLM integration will by default accumulate conversation history(with_history=True) to ChatGLM backend api, which is not expected in most cases. This PR set with_history=False by default, user should explicitly set llm.with_history=True to turn this feature on. Related PR: #8048 #7774 <!-- Thank you for con...
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Change JSONLoader content_key behavior
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2023-07-21T13:48:19
2023-09-29T16:26:28
2023-09-29T16:26:28
CONTRIBUTOR
null
<!-- 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)...
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DOC: Fix issues related to Vertex AI LLMs
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2023-07-21T13:44:36
2023-08-18T05:56:11
2023-08-18T05:56:11
CONTRIBUTOR
null
### Issue with current documentation: https://python.langchain.com/docs/modules/model_io/models/llms/integrations/google_vertex_ai_palm - a few things are already outdated. ### Idea or request for content: _No response_
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feat: add USearch vectorstore
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2023-07-21T13:32:10
2023-07-24T09:10:41
2023-07-24T09:10:41
CONTRIBUTOR
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## Description Add USearch vectorstore for LangChain [USearch](https://github.com/unum-cloud/usearch) ## How to use ```python from langchain.vectorstores.usearch import USearch usearch = USearch.from_texts(texts, embeddings)
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Issue: <Please write a comprehensive title after the 'Issue: ' prefix>
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2023-07-21T13:24:57
2023-10-27T16:05:23
2023-10-27T16:05:22
NONE
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### Issue you'd like to raise. This is that the documentation has to be improved from langchain.indexes.vectorstore import VectorstoreIndexWrapper to from langchain.indexes.vectorstore import VectorStoreIndexWrapper <img width="762" alt="image" src="https://github.com/hwchase17/langchain/assets/32350453/7ef0...
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feat: add USearch vectorstore
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2023-07-21T13:11:22
2023-07-21T13:26:07
2023-07-21T13:26:06
CONTRIBUTOR
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## Description Add USearch vectorstore for LangChain [USearch](https://github.com/unum-cloud/usearch) ## How to use ```python from langchain.vectorstores.usearch import USearch usearch = USearch.from_texts(texts, embeddings)
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Don't throw JSON decode error in OpenAIFunctionsAgent
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2023-07-21T13:03:10
2023-08-04T04:11:10
2023-08-04T04:11:10
NONE
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related to https://github.com/appfolio/af_reactor/issues/1438 ### Expected behavior For a `BaseTool` the OpenAIFunctionCallingAgent reliably outputs a response of the form ```json {"name": "<tool_name>", "arguments": {"__arg1": "<tool_input>"}} ``` ### Actual behavior For some inputs it formats the respo...
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unable to implement memory with sql agent toolkit
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2023-07-21T12:12:30
2023-10-29T16:04:52
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### System Info I am using langchain 0.0.238, I want to use ConversationBufferMemory with sql-agent-toolkit. Please support in this regard. I changed prompt : # flake8: noqa SQL_PREFIX = """You are an agent designed to interact with a SQL database. Given an input question, create a syntactically correct {dialect...
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I_kwDOIPDwls5sOLci
8,068
Integration test on BingSearchAPIWrapper
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2023-07-21T11:36:16
2023-10-27T16:05:34
2023-10-27T16:05:33
CONTRIBUTOR
null
### Feature request Hello, I have a proposal on adding Integration TCs on BingSearchAPIWrapper, in utilities/bing_search, similar with GoogleSerperAPIWrapper. As bing search provides several API endpoints like [Bing News Search API](https://www.microsoft.com/en-us/bing/apis/bing-news-search-api), I thought it would b...
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1,815,491,917
I_kwDOIPDwls5sNjVN
8,066
Handle simpler tool input schemas for structured tools
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2023-07-21T09:36:30
2023-11-05T16:05:35
2023-11-05T16:05:34
NONE
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### Feature request Recognize input schemas that do not use `Field` as structured schemas. ### Motivation A simple schema without `Field` values such as this one will fail to be recognized as a structured schema: ```python class RepeatTextSchema(BaseModel): text: str occurences: int ``` It will thu...
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1,815,487,097
I_kwDOIPDwls5sNiJ5
8,065
Async @tool functions
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2023-07-21T09:33:16
2023-10-27T16:05:38
2023-10-27T16:05:38
NONE
null
### Feature request Support async functions with the `@tool` decorator (and `StructuredTool.from_function`, I guess). ### Motivation The API provided by `@tool` is really nice, but using the decorator on an async function currently doesn't work. ### Your contribution None so far but happy to help if I can.
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PR_kwDOIPDwls5WE_r4
8,064
Fix `allowed_search_types` in `VectorStoreRetriever`
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2023-07-21T08:50:13
2023-07-22T01:47:08
2023-07-21T15:39:37
CONTRIBUTOR
null
<!-- 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 be...
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https://api.github.com/repos/langchain-ai/langchain/issues/8062
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1,815,411,509
I_kwDOIPDwls5sNPs1
8,062
Issue:in the multiprompt chain connecting sqldatabasechain
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2023-07-21T08:43:59
2023-10-27T16:05:43
2023-10-27T16:05:43
NONE
null
### Issue you'd like to raise. def from_prompts( cls, llm: BaseLanguageModel, db: SQLDatabase, prompt_infos: List[Dict[str, str]], default_chain: Optional[LLMChain] = None, verbose: bool = False, **kwargs: Any, ) -> Self: """Convenience cons...
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1,815,375,116
I_kwDOIPDwls5sNG0M
8,061
Bug: Chroma().add_texts() return empty ids list when metadata is not None
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2023-07-21T08:17:06
2023-07-24T01:18:49
2023-07-24T01:18:49
NONE
null
### System Info LangChain version: '0.0.238' ### Who can help? SemanticSimilarityExampleSelector().add_example() raise "IndexError" exception due to empty list ids returned from Chroma().add_texts() when metadata is not None. @hwchase17 ### Information - [ ] The official example notebooks/scripts - [ ] My own m...
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