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https://api.github.com/repos/hwchase17/langchain/issues/1828
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https://github.com/hwchase17/langchain/pull/1828
1,632,666,243
PR_kwDOIPDwls5MevLS
1,828
Fix typo in sqlite.ipynb
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2023-03-20T18:37:47
2023-03-20T18:37:47
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CONTRIBUTOR
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overriden -> overridden
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https://api.github.com/repos/hwchase17/langchain/issues/1827
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1,632,628,572
I_kwDOIPDwls5hT-9c
1,827
Documentation not up to date
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2023-03-20T18:10:51
2023-03-20T18:10:51
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The current documentation https://langchain.readthedocs.io/en/latest/modules/agents/getting_started.html seems to not be up to date with version 0.0.117: ```shell UserWarning: You are trying to use a chat model. This way of initializing it is no longer supported. Instead, please use: `from langchain.chat_models im...
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https://api.github.com/repos/hwchase17/langchain/issues/1826
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https://github.com/hwchase17/langchain/pull/1826
1,632,605,604
PR_kwDOIPDwls5Meh9B
1,826
gpt turbo patch DEMO
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2023-03-20T17:58:39
2023-03-20T17:58:39
null
NONE
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{ "url": "https://api.github.com/repos/hwchase17/langchain/pulls/1826", "html_url": "https://github.com/hwchase17/langchain/pull/1826", "diff_url": "https://github.com/hwchase17/langchain/pull/1826.diff", "patch_url": "https://github.com/hwchase17/langchain/pull/1826.patch", "merged_at": null }
Not a serious PR, just a demo. Using the normal completions endpoint with Chat models. With this patch, you can use the summarizing chains and agents with gpt-3.5-turbo and gpt-4.
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https://api.github.com/repos/hwchase17/langchain/issues/1825
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1,632,592,766
I_kwDOIPDwls5hT2N-
1,825
Validation error- Metadata should not be empty or None
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2023-03-20T17:50:04
2023-03-20T17:50:04
null
NONE
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I am experiencing an issue with Chroma: `Chroma.from_texts(texts=chunks, embedding=embeddings, persist_directory=config.PERSIST_DIR, metadatas=None)` opt/anaconda3/lib/python3.8/site-packages/langchain/vectorstores/chroma.py", line 27, in <listcomp> (Document(page_content=result[0], metadata=result[1]), re...
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https://api.github.com/repos/hwchase17/langchain/issues/1824
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1,632,590,839
I_kwDOIPDwls5hT1v3
1,824
Avoiding recomputation of embeddings with Chroma
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2023-03-20T17:48:30
2023-03-20T17:48:30
null
NONE
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If I'm reading correctly, this is the function to add_texts to Chroma ``` def add_texts( self, texts: Iterable[str], metadatas: Optional[List[dict]] = None, ids: Optional[List[str]] = None, **kwargs: Any, ) -> List[str]: """Run more texts through the embed...
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https://api.github.com/repos/hwchase17/langchain/issues/1823
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1,632,522,870
I_kwDOIPDwls5hTlJ2
1,823
New feature: Contribution
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2023-03-20T17:03:16
2023-03-20T17:03:16
null
NONE
null
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Hi, I would like to contribute to LangChain, need to know if our feature is relevant as part of LangChain. Would like check with you in private. How we can share our idea? Moshe
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https://api.github.com/repos/hwchase17/langchain/issues/1822
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1,632,466,855
I_kwDOIPDwls5hTXen
1,822
Creating and using AzureChatOpenAI directly works fine, but crashing through ChatVectorDBChain with "ValueError: Should always be something for OpenAI."
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[ "This is fixed in [v0.0.117](https://github.com/hwchase17/langchain/releases/tag/v0.0.117)", "Argh apologies, I updated it to that version but in wrong conda environment.\r\nSorry about that. Thanks a lot." ]
2023-03-20T16:27:16
2023-03-20T16:47:11
2023-03-20T16:47:11
NONE
null
null
null
Creating and using AzureChatOpenAI directly works fine, but crashing through ChatVectorDBChain with "ValueError: Should always be something for OpenAI." Example: ``` from langchain.embeddings.openai import OpenAIEmbeddings from langchain.vectorstores import FAISS from langchain.text_splitter import CharacterText...
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https://api.github.com/repos/hwchase17/langchain/issues/1821
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1,632,461,114
PR_kwDOIPDwls5MeDCR
1,821
allow FAISS object to merge with another FAISS object
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2023-03-20T16:24:36
2023-03-20T16:24:36
null
NONE
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Allow a FAISS object (self) to merge with another FAISS object (target). The self FAISS will be updated, while the target will remain untouched. It will generate new UUID for docs in target FAISS (can be optional, but currently, it automatically generates new UUID).
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https://api.github.com/repos/hwchase17/langchain/issues/1820
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1,632,442,515
PR_kwDOIPDwls5Md--V
1,820
Add keyword arguments to OpenSearch Vectorstore
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2023-03-20T16:14:25
2023-03-20T16:14:25
null
NONE
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Allows user to specify keyword arguments like `use_ssl=False` and `http_auth=('username', 'password')`. Most opensearch deployments need authentication and SSL is a headache to setup and understand.
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1,632,287,372
PR_kwDOIPDwls5MddTI
1,819
release 0.0.117
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2023-03-20T14:59:08
2023-03-20T15:04:09
2023-03-20T15:04:05
OWNER
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https://api.github.com/repos/hwchase17/langchain/issues/1818
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1,632,212,776
PR_kwDOIPDwls5MdNhz
1,818
Follow up to #1803 to remove dynamic docs route.
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2023-03-20T14:18:03
2023-03-20T14:52:42
2023-03-20T14:52:42
CONTRIBUTOR
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The base docs are going to be more stable and familiar for folks. Dynamic route is currently in flux.
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1,632,186,412
PR_kwDOIPDwls5MdHzA
1,817
WIP: Small fixes to get the AzureChatOpenAI working
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2023-03-20T14:05:22
2023-03-20T15:39:40
null
NONE
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I ran into some issues with AzureChatOpenAI in a agent so starting fixing, not fully tested quite yet!
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1,632,175,081
I_kwDOIPDwls5hSQPp
1,816
async call for question answering
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2023-03-20T13:59:50
2023-03-20T14:00:22
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CONTRIBUTOR
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Hey team, i have created an API in the below format ` @app.post("/get_answer") async def get_answer(user_query): return vector_db.qa(user_query) ` And I call this function for 5 user_query, but it only able to process first query other query faces issues from OpenAI. Is calling OpenAI API parallely not al...
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During the tracing of ChatVectorDBChain, even though it shows source_documents but when clicked on Explore, source_documents suddenly becomes [object Object],[object Object]
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[ "are you using ChatOpenAI model? or normal OpenAI model?", "Currently, we are using AzureOpenAI **text-davinci-003** model" ]
2023-03-20T10:58:37
2023-03-20T17:41:15
null
NONE
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During the tracing of ChatVectorDBChain, even though it shows source_documents but when clicked on Explore, source_documents suddenly becomes [object Object],[object Object]. Here is an example: ![image](https://user-images.githubusercontent.com/59601228/226320060-a1adf3c5-01d7-4d2b-a978-5ba505749d7b.png) and ...
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1,631,445,824
PR_kwDOIPDwls5MankV
1,813
add from to add texts from embeddings
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2023-03-20T06:01:08
2023-03-20T07:25:17
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CONTRIBUTOR
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# Why - Since making vectors of texts can be done outside of langchain Faiss, this PR is to add functionality to pass text and its vector pair to initialize and add embedding to Faiss. # What - Add `from_embedding` method in Faiss to initialize Faiss index by passing the embeddings paired with original text made o...
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PR_kwDOIPDwls5MamyV
1,812
fix: AzureChatOpenAI take base, version and type from model_kwargs
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2023-03-20T05:58:41
2023-03-20T06:29:12
2023-03-20T06:29:12
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Currently **openai_api_base**, **openai_api_version**, **openai_api_type** are not part of required fields of ChatOpenAI, So these fields are part of **model_kwargs**. This PR fix the issue #1810
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1,631,430,634
I_kwDOIPDwls5hPafq
1,811
Need better exception Handling at Pinecone.from_texts()
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2023-03-20T05:48:55
2023-03-20T05:48:55
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OpenAI has been fairly unstable with keeping up the load after back to back releases and it tends to fail at some requests. now If we're embedding a big document in chunks, it tends to fail at some point and Pinecone.from_texts() does not have exception handling, on failure of a chunk whole document that is left is wa...
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1,631,427,537
I_kwDOIPDwls5hPZvR
1,810
AzureChatOpenAI failed to accept openai_api_base, throwing error
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2023-03-20T05:44:48
2023-03-20T05:44:48
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Error Message: ![image](https://user-images.githubusercontent.com/22526247/226255025-23efc899-74f6-4050-aac0-b1dc08dc298b.png) Usage: I currently using **AzureChatOpenAI** with below parameters ![image](https://user-images.githubusercontent.com/22526247/226255310-8b28a2eb-6ea6-428d-b818-72776135f721.png) B...
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1,631,399,350
I_kwDOIPDwls5hPS22
1,809
issue with pinecone similarity_search function
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2023-03-20T05:13:20
2023-03-20T05:37:20
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While I am trying to rebuild chat_pdf based on mayo's example. I noticed that vector store with pinecone doesn't respond with similar docs when it performs similarity_search function. I test it against other vector provider like faiss and chroma. In both cases, those all works. Here is the [code link](https://github...
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1,631,333,124
PR_kwDOIPDwls5MaOsK
1,808
Harrison/llm math
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2023-03-20T03:55:51
2023-03-20T14:53:28
2023-03-20T14:53:27
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1,807
fix typing
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2023-03-20T03:42:36
2023-03-20T14:50:51
2023-03-20T14:50:50
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1,806
fix bug with openai token count
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[ "Just came here to report this. The current master (b6ba989) test_openai integration test is failing, and this should fix it! Thanks\r\n\r\n![image](https://user-images.githubusercontent.com/35026793/226252291-02848627-0286-41a4-aedf-97a2b966d513.png)\r\n" ]
2023-03-20T03:27:12
2023-03-20T14:51:20
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1,631,276,872
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1,805
Document loader for Azure Blob storage
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2023-03-20T02:39:16
2023-03-20T02:39:16
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Lots of customers is asking if langchain have a document loader like AWS S3 or GCS for Azure Blob Storage as well. As you know Microsoft is a big partner for OpenAI , so there is a real need to have native document loader for Azure Blob storage as well. We will be very happy to see this feature ASAP.
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Harrison/guarded output parser
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2023-03-20T01:10:49
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Don't use dynamic api endpoint for Zapier NLA
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[ "LGTM!" ]
2023-03-20T00:12:04
2023-03-20T03:12:34
2023-03-20T03:12:33
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From Robert "Right now the dynamic/ route for specifically the above endpoints is acting on all providers a user has set up, not just the provider for the supplied API key."
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1,631,163,256
I_kwDOIPDwls5hOZN4
1,801
Poetry 1.4.0 installation fails
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[ "Cut a PR upstream to fix `pydata-sphinx-theme` wheels: https://github.com/pradyunsg/sphinx-theme-builder/pull/39" ]
2023-03-19T23:42:55
2023-03-20T01:54:33
null
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`poetry install -E all` fails with Poetry >=1.4.0 due to upstream incompatibility between `poetry>=1.4.0` and `pydata_sphinx_theme`. This is a tracking issue. I've already created an issue upstream here: https://github.com/pydata/pydata-sphinx-theme/issues/1253
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1,631,160,642
I_kwDOIPDwls5hOYlC
1,800
Error when overriding default prompt template of ConversationChain
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[ "yes you're correct - conversation chain only currently allows for a single input, that being the input key, and then also history (coming from memory)", "How should I handle this situation if I want to add _context_?\r\n\r\n```\r\nsystem_template=\"\"\"Use the following pieces of context to answer the users ques...
2023-03-19T23:33:20
2023-03-20T14:50:20
null
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Hi, does anyone know how to override the prompt template of ConversationChain? I am creating a custom prompt template that takes in an additional input variable ``` PROMPT_TEMPLATE = """ {my_info} {history} Human: {input} AI:""" PROMPT = PromptTemplate( input_variables=["history", "input", "my_info"], tem...
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1,799
v0.0.116 ChatVectorDBChain with ChatOpenAI fails with `Should always be something for OpenAI.`
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[ "Yes, facing the same issue with `QA with Sources` Chain as well for both `ChatOpenAI` and `AzureChatOpenAI`.", "ah sorry - will fix" ]
2023-03-19T23:18:24
2023-03-20T14:51:20
2023-03-20T14:51:20
CONTRIBUTOR
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`ChatVectorDBChain` with `ChatOpenAI` fails with `Should always be something for OpenAI.` It appears `_combine_llm_outputs` added to `ChatOpenAI` in v0.0.116 is receiving a `llm_outputs` list containing a `None` value. I think this is related to streaming responses from the OpenAI API. see https://github.com/hwch...
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1,798
Add request timeout to ChatOpenAI
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2023-03-19T22:57:08
2023-03-20T03:19:42
2023-03-20T03:19:42
CONTRIBUTOR
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Add request_timeout field to ChatOpenAI. Defaults to 60s.
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1,797
[Design Proposal] Standardized interface for LLM provider usage
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[ "thanks for this thoughtful proposal, really appreciate the clarity. I think standardizing model/model_name is a quick easy win.\r\n\r\nof the other parts, what do you think the highest value ones are?", "@hwchase17 I think model discovery (use-case 2) is the next greatest value-add, though it is also the most am...
2023-03-19T22:28:09
2023-03-20T04:01:36
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@hwchase17 Thank you for leading work on this repo! It's very clear you've put a lot of love into this project. 🤗 ❤️ My coworker, @3coins, with whom I work daily, is a regular contributor here. I wanted to offer you a design proposal that I think would be a great addition to LangChain. Here goes: # Motivation...
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1,796
OpenAI base model initialization ignores currently set openi.api_key
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2023-03-19T21:45:28
2023-03-19T21:45:28
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CONTRIBUTOR
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The current design leaves only two options for initialization `openai-python`: 1. `OPENAI_API_KEY` environment variable 2. pass in `openai_api_key` LangChain works just fine with the other `openai-python` settings like `openai.api_type`. Can we make it so it uses `openai.api_key` if it is not `None`? Happy...
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1,795
chain.run threw 403 error
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[ "This looks like an issue with the upstream API and not LangChain itself. LangChain is not responsible for upstream API availability or rate limiting policies.", "@dlqqq How can I set a limit for response time? I'm using `signal` library from python. Wondering If there are alternative ways", "@mzhadigerov Unfor...
2023-03-19T21:35:50
2023-03-20T01:59:37
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I'm using the pipeline for Q&A pipeline on non-english language: ``` pinecone.init( api_key=PINECONE_API_KEY, # find at app.pinecone.io environment=PINECONE_API_ENV # next to api key in console ) index_name = "langchain2" embeddings = OpenAIEmbeddings(openai_api_key=OPENAI_API_KEY) docsearch = Pin...
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update the LLM math prompt to use simpler logic
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2023-03-19T21:28:58
2023-03-20T03:44:07
2023-03-20T03:44:07
CONTRIBUTOR
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Existing `LLMMathChain` is a bit unpredictable in its behavior. I suspect that it’s because the prompt allows the model to generate the answer bypassing python code altogether [here](https://github.com/hwchase17/langchain/blob/df8702fead4a26263f8a3f0a6fc36db1a8c37c7b/langchain/chains/llm_math/prompt.py#L19), and it can...
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1,631,119,009
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1,793
[BUG] Chroma DB - similarity_search - chromadb.errors.NotEnoughElementsException
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[ "Facing the same issue. Is it possible to pass the minimum number of query results it can return from our end?", "Facing the same issue" ]
2023-03-19T21:11:37
2023-03-20T15:10:53
null
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Within the Chroma DB, similarity_search has a default "k" of 4. However, if there are less than 4 results to return to the query, it will crash instead of returning whatever is available. ```similarity_search(query: str, k: int = 4, filter: Optional[Dict[str, str]] = None, **kwargs: Any) → List[langchain.docstore...
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1,631,113,414
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1,792
Query on existing index
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[ "Okay, seems like sending `index_name` and `embedding` is enough.", "text_key is the key in the metadata where the text associated with the embeddings is stored. namespace is optional, depends if you are using it or not\r\n\r\n" ]
2023-03-19T20:55:14
2023-03-20T03:35:45
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How to query from an existing index? I filled up an index in Pinecode using: ``` docsearch = Pinecone.from_texts([t.page_content for t in texts], embeddings, index_name=index_name) ``` Now, I'm creating a separate `.py` file, where I need to use the existing index to query. As I understand I need to use the ...
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1,791
Corrected small typo in error message.
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2023-03-19T20:49:01
2023-03-20T14:51:36
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[BUG] OpenMetero prompt token count error
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2023-03-19T18:40:49
2023-03-19T18:40:49
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# [BUG] OpenMetero prompt token count error The OpenMetero api returns a json that is large and the GPT-3 api cannot study it to return information ## What and Why? While running the OpenMetero Lang chain the open metero api returns a large json file that is then sent to the gpt-3 api to understand, which is large...
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Small fix: Remove unused variable `summary_message_role`
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2023-03-19T17:49:21
2023-03-20T01:18:24
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After the changes in #1783, `summary_message_role` is no longer used in `ConversationSummaryBufferMemory`, so this PR removes it.
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2023-03-19T16:56:55
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2023-03-19T16:44:12
2023-03-19T17:02:00
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Resolves https://github.com/hwchase17/langchain/issues/1532, resolves https://github.com/hwchase17/langchain/issues/1652.
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Harrison/add warning to openaichat
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2023-03-19T16:34:30
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Add support for selfhost models like ChatGLM or transformer models
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2023-03-19T16:33:47
2023-03-19T16:36:25
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Is there any chance to add support for selfhost models like ChatGLM or transformer models. Tried to use runhouse with model “ChatGLM-6B”, but not working.
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Fix regex for map_rerank_prompt.py
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2023-03-19T15:26:29
2023-03-19T15:44:08
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https://github.com/hwchase17/langchain/blob/3701b2901e76f2f97239c2152a6a7d01754fb666/langchain/chains/question_answering/map_rerank_prompt.py#L6 This regex is not handling the case where if answer text contains something like: `\n Helpful Score: 100` and the parsing fails even if the score is 100. It should be s...
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GPT-4 support
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2023-03-19T15:24:02
2023-03-19T16:29:44
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Alpaca (Fine-tuned LLaMA)
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[ "Also worth considering Instruct-tuned LLaMA models that can run on consumer hardware, such as \r\nhttps://github.com/tloen/alpaca-lora. ", "A basic LangChainJS package for Alpaca is here https://github.com/linonetwo/langchain-alpaca" ]
2023-03-19T15:16:09
2023-03-20T18:47:20
null
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It would be great to see LangChain integrate with Standford's Alpaca 7B model, a fine-tuned LlaMa (see https://github.com/hwchase17/langchain/issues/1473). Standford created an AI able to generate outputs that were largely on par with OpenAI’s `text-davinci-003` and regularly better than GPT-3 — all for a fraction o...
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Add load json prompt example
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2023-03-19T13:34:43
2023-03-19T16:28:57
2023-03-19T16:28:57
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Hi, I just want to add a PR on the prompt serialization examples of loading from JSON so that it can contain the same as loading from YAML.
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How to use self defined variable in an Agent?
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2023-03-19T11:03:28
2023-03-19T11:03:28
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This issue may sound silly, I apologize for not being able to find the answer (and for my poor English). For example, I want my chatbot only use paths from a list I give. I tried to include the following content in suffix: ```py """ omit... You should only use the following file paths: {path_list} omit... """...
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added function for renaming variables
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[ "clever, but some issues\r\n\r\n1) the change to the template depends on the format being used (eg what you did is f-string specific)\r\n\r\n2) Id also rather do the renaming outside the constructors - eg have the user get the prompt, renaming the variable, then pass it it. will just keep it cleaner/more scalable\r...
2023-03-19T10:12:48
2023-03-20T06:11:04
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I came into the issue when using the `VectorDBQAWithSourcesChain` that because of the [example prompt](https://github.com/hwchase17/langchain/blob/master/langchain/chains/qa_with_sources/stuff_prompt.py) being used, it meant my source metadata in the vector DB (pinecone) had to be named `"source"`. I and other users...
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guards changes
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2023-03-19T04:59:55
2023-03-19T04:59:55
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Allow `max_tokens`=-1 for `ChatOpenAI` and set the default value to -1
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[ "https://github.com/hwchase17/langchain/pull/1782", "Yeah it seems working well. Thank you for your feedback.\r\nI will close this PR now." ]
2023-03-19T03:41:46
2023-03-19T17:53:39
2023-03-19T17:23:16
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Resolves #1532, resolves #1652. In the current implementation of `ChatOpenAI`, the default value for max_tokens is set to 256, and it cannot take a value of -1. In this PR, we will allow `max_tokens` to take a value of -1. When `max_tokens`=-1, the `max_tokens` parameter will be omitted, which means there will be n...
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Fix wrong prompt in refine chain
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[ "@hwchase17 can you take a look? thanks!" ]
2023-03-19T03:11:10
2023-03-20T14:29:50
2023-03-19T17:03:45
CONTRIBUTOR
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I got this during testing ``` ValueError: Missing some input keys: {'existing_answer'} ``` Upon review, the initial prompt should be `QUESTION_PROMPT_SELECTOR`.
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WIP Jeremy/guardrails
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2023-03-19T02:37:31
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opening so i can leave comments
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feat: SimpleParallelChain
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[ "Oops, apologies. It should be fixed now. We should expect four files to have changed." ]
2023-03-19T02:01:35
2023-03-20T17:18:57
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Similarly to how sequential chains connect chains in series, I thought we could have `ParallelChain`s connect chains in parallel. This is a useful abstraction when you want to independently process the same input with multiple different chains, possibly asynchronously (although I haven't added async yet). This was ...
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openai.error.InvalidRequestError: This model's maximum context length is 4097 tokens
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[ "I got the same error message today. It suggested the following. \r\n\r\nInvalidRequestError: This model's maximum context length is 4097 tokens. However, you requested 4245 tokens (1745 in the messages, 2500 in the completion). Please reduce the length of the messages or completion. Clearly I will need a text re...
2023-03-19T01:53:30
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When using the chat application, I encountered an error message stating "openai.error.InvalidRequestError: This model's maximum context length is 4097 tokens" when I asked a question like "Did he mention Stephen Breyer?". ![image](https://user-images.githubusercontent.com/25929712/226149401-8de39f47-6cd6-4ba4-9a74-f1...
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Update poetry lock to allow SQLAlchemy v2
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[ "It seems that jupyter-cache is another blocking dependency:\r\n\r\njupyter-cache\r\nhttps://github.com/hwchase17/langchain/blob/master/poetry.lock#L2526\r\nhttps://github.com/executablebooks/jupyter-cache/issues/92\r\nhttps://github.com/executablebooks/jupyter-cache/pull/93\r\n\r\nThis dependency was introduced in...
2023-03-19T01:48:23
2023-03-19T23:34:51
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It seems that #1578 adds support for SQLAlchemy v2 but the [poetry lock file](https://github.com/hwchase17/langchain/blob/8685d53adcdd0310e76349ecb4e2b87f980c4673/poetry.lock#L6211) is still at 1.4.46.
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2023-03-18T22:13:18
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https://api.github.com/repos/hwchase17/langchain/issues/1763
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Character offsets for the response/Answer
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2023-03-18T21:44:36
2023-03-18T21:44:36
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If I use langchain for question answering on a single document with any LLM, is there a way to also extract the corresponding character offsets (begin and end) of the response in the original document? Thanks, Ravi.
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