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Make it easy to use `tokenizers` for HF tokenizers instead of `transformers`
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`tokenizers` has far fewer dependencies | {
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Tool for OpenAI image generation API using openai's v1 sdk https://platform.openai.com/docs/guides/images
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Useful for image-gen applications with language interfaces | {
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Tool for OpenAI speech-to-text (using openai v1) https://platform.openai.com/docs/guides/speech-to-text
### Motivation
Useful for building voice interfaces | {
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link to agent types.
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1) Update tool invocation to use .invoke
2) Show hub prompt | {
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"id": 56... | open | false | null | [] | null | 4 | 2024-01-11T15:23:15 | 2024-01-12T05:29:35 | null | NONE | null | **Description:**
Please find the attached pdf, where everything is detailed described :D
[langchain_core.pdf](https://github.com/langchain-ai/langchain/files/13905129/langchain_core.pdf)
**Dependencies:**
In order to solve Generalized assignment problem, we need to add 'mip' solver.
**Twitter handle:** no n... | {
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- **Description:** Updated Integration Documentation for [llms/ai21.ipynb](https://github.com/langchain-ai/langchain/blob/master/docs/docs/integrations/llms/ai21.ipynb)
- **Issue:** #15664,
- **Dependencies:** NA,
- **Twitter handle:** @BhadreshSavani | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
from langchain_openai import ChatOpenAI
llm = ChatOpenAI()
ll... | {
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- Set additional headers in constructor
- Headers will be sent in post request
This feature is useful if deploying Ollama on a cloud service such as hugging face, which requires authentication tokens to be passed in the request header.
## Tests
- Test if header is passed
- Test if header is not pas... | {
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- **Issue:** #15847
- **Dependencies:** None
@baskaryan
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Please title your PR "<package>: <description>", where <package> is whichever of langchain, community, core, experimental, etc. is being modif... | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
from langchain.chat_models import ChatOpenAI
from langchai... | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
from langchain.document_loaders import ConfluenceLoader
loader =... | {
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... | open | false | null | [] | null | 1 | 2024-01-11T06:35:00 | 2024-01-11T06:37:24 | null | NONE | null | ### Feature request
I noticed that the MongoDBChatMessageHistory class object is attempting to create an index during connection, causing each request to take longer than usual. Index Creation is one time process, So no need create index everytime. By default, index creation is enabled. To address this, add an additio... | {
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import os
from langchain.chat_models import ChatOpenAI
from langchain.chains import ConversationalRetrievalChain
from langchain.memory import ConversationTokenBufferMemory
from langchain_community.embeddings import HuggingFaceEmbeddings
from langchain_community.vectorstores.q... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/15865 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15865/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15865/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15865/events | https://github.com/langchain-ai/langchain/pull/15865 | 2,075,746,642 | PR_kwDOIPDwls5jwibM | 15,865 | PR community:Removing knn beta content in mongodb atlas vectorstore | {
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Please title your PR "<package>: <description>", where <package> is whichever of langchain, community, core, experimental, etc. is being modified.
Replace this entire comment with:
- **Description:** a description of the change,
- **Issue:** the issue # it fixe... | {
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- **Issue:** #15859
- **Dependencies:** None
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https://api.github.com/repos/langchain-ai/langchain/issues/15863 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15863/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15863/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15863/events | https://github.com/langchain-ai/langchain/issues/15863 | 2,075,684,626 | I_kwDOIPDwls57uG8S | 15,863 | the agent example in the quickstart documentation failed to run | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
```python
import os
from langchain_openai import ChatOpenAI
from... | {
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- These two classes **lack maintenance** and do not use the sdk provided by qianfan, which means hard to implement some key feature like streaming.
- The alternative `langchain_community.chat_models.QianfanChatEndpoint` and `l... | {
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from fastapi import Request
from langchain.tools import tool, BaseToo... | {
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- [X] I searched the LangChain documentation with the integrated search.
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
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Metadata
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the `tool` decorator is convenient to specify parameter infomations, but the default values are not parsed by default:
```
from langchain.agents import tool
from langchain.pydantic_v1 import Field
@tool
def text2images(
prompt: str,
n: int = Field(1, description="image count"),
):
'''... | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
I wrote the code for categorization of prompt.
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Description
`AmadeusClosestAirport` contains a "hardcoded" call to `Chat... | {
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When running the `WebBaseLoader` it requires `bs4` installed which is not mentioned in the docs.
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title: "community: Fix use_pod_based parameter in Pinecone class"
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- **Description:** added a base class for `OpenAIFunctionsAgentOutputParser` to avoid code duplication
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Clicking on any of the `agent_types` [here](https://python.langchain.com/docs/modules/agents/agent_types) leads to faulty links with the following message:
Example from this link: https://python.langchain.com/docs/modules/agents/openai_tools
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https://api.github.com/repos/langchain-ai/langchain/issues/15836 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15836/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15836/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15836/events | https://github.com/langchain-ai/langchain/pull/15836 | 2,074,939,276 | PR_kwDOIPDwls5jtw73 | 15,836 | infra: fix issue preview | {
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trying to use the text area, which is super confusing.
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https://api.github.com/repos/langchain-ai/langchain/issues/15835 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15835/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15835/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15835/events | https://github.com/langchain-ai/langchain/issues/15835 | 2,074,909,445 | I_kwDOIPDwls57rJsF | 15,835 | Cannot combine an output parser and a conversation buffer memory | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation, with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
```
from langchain.output_parsers import PydanticOutputParser
fr... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/15834 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15834/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15834/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15834/events | https://github.com/langchain-ai/langchain/issues/15834 | 2,074,900,437 | I_kwDOIPDwls57rHfV | 15,834 | ValueError: Index with name vector already exists.The provided embedding function and vector index dimensions do not match. | {
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- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain documentation, with the integrated search.
- [X] I used the GitHub search to find a similar question and didn't find it.
### Example Code
```
# Chunking the sentence with fixed size
from langchain.text_... | {
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... | closed | false | null | [] | null | 1 | 2024-01-10T17:55:11 | 2024-01-10T18:16:10 | 2024-01-10T18:16:03 | COLLABORATOR | null | More update to issue template
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https://api.github.com/repos/langchain-ai/langchain/issues/15831 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15831/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15831/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15831/events | https://github.com/langchain-ai/langchain/pull/15831 | 2,074,861,503 | PR_kwDOIPDwls5jtgeZ | 15,831 | Infra: Fix syntax error in BUG REPORT template | {
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langchain v0.1.0
### Who can help?
@agola11
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [X] Output Parsers
-... | {
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Currently the embed_documents() function of HuggingFaceInferenceAPIEmbeddings class posts a request to HuggingFaceInference API to generate text embeddings. The POST request may not always return successful response due to various technical glitches. This PR handles the event when the status cod... | {
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Langchain 0.1.0
python 3.10
### Who can help?
@agola11
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
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https://api.github.com/repos/langchain-ai/langchain/issues/15827 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15827/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15827/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15827/events | https://github.com/langchain-ai/langchain/pull/15827 | 2,074,791,768 | PR_kwDOIPDwls5jtRMH | 15,827 | Enable customizing the output parser of `OpenAIFunctionsAgent` | {
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- **Issue:** Subclassing is currently impossible as the `OpenAIFunctionsAgentOutputParser` class is hard coded into the `plan` and `aplan` methods
- **Depend... | {
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- **Description:** Description: added support for tools on VertexAI
- **Issue:** #15073
- **Twitter handle:** lkuligin
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Currently the _embed_documents()_ function of _HuggingFaceInferenceAPIEmbeddings_ class posts a request to HuggingFaceInference API to generate text embeddings. The POST request may not always return successful response due to various technical glitches. This PR handles the event when the status co... | {
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python=3.11
langchain= latest
### 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 Parsers
-... | {
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Can someone please help me pass llamaCPP instance into langchain's conversational retrieval chain that uses a retriever.
### Suggestion:
_No response_ | {
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We're using `FastAPI` in our current project with async functions from LangChain. Recently we needed to add `Redis`-based cache. However we quickly learned that regardless of the LangChain way of usage - sync or async - the cache lookup/update/clear will happen always in synchronous manner. Naturally, th... | {
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Description:
1. Modified doc strings inside clarifai vectorstore class and embeddings.
2. Modified notebook examples. | {
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The current document_loaders accept file path to process. But most of the time, especially if application deployed to somewhere, file is uploaded by user and not exist on file system.
Writing that in-memory bytes to disk and re-read is a unnecessary step.
It would be good to take BytesIO or... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/15814 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15814/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15814/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15814/events | https://github.com/langchain-ai/langchain/issues/15814 | 2,074,275,377 | I_kwDOIPDwls57ou4x | 15,814 | AzureChatOpenAI: `Configuration key azure_deployment not found in client` | {
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... | open | false | null | [] | null | 1 | 2024-01-10T12:30:52 | 2024-01-10T12:33:14 | null | NONE | null | ### System Info
LC version: 0.1.0
Platform: MacOS
Python version: 3.12.1
### 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 / Prom... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/15812 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15812/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15812/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15812/events | https://github.com/langchain-ai/langchain/pull/15812 | 2,074,224,760 | PR_kwDOIPDwls5jrUoC | 15,812 | Add a BaseStore backed by AstraDB | {
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- **Twitter handle:** cbornet_
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... | open | false | null | [] | null | 1 | 2024-01-10T09:17:02 | 2024-01-10T09:25:01 | null | NONE | null | ### Issue with current documentation:
i have tried with several tests, even with the most basic e.g in the doc, nothing. Dissapointed because it got me superexcited at first:
from langchain_experimental.llms.ollama_functions import OllamaFunctions
from langchain.schema import HumanMessage
model = OllamaFunctions(... | {
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import os
from langchain.prompts.prompt import PromptTemplate
from langchain.llms import OpenAI
from langchain.chains.question_answering import load_qa_chain
from langchain.chains import (
ConversationalRetrievalChain,
LLMChain
)
from langchain.callbacks.streaming_stdou... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/15804 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/15804/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/15804/comments | https://api.github.com/repos/langchain-ai/langchain/issues/15804/events | https://github.com/langchain-ai/langchain/issues/15804 | 2,073,772,510 | I_kwDOIPDwls57m0He | 15,804 | Why can't you search vectors? | {
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"id": 56... | open | false | null | [] | null | 1 | 2024-01-10T07:35:35 | 2024-01-10T07:45:01 | null | NONE | null | ### Issue you'd like to raise.
from langchain.chains import ConversationalRetrievalChain, ConversationChain, LLMChain
from langchain.memory import ConversationTokenBufferMemory
from langchain_community.chat_models import ChatOpenAI
from langchain_community.embeddings import HuggingFaceEmbeddings
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Issue with current documentation:
I was reading the documentation and in the modules/model_io/concepts page noticed a minor issue with the pagination navigation. Both the "Previous" and "Next" links currently point to the same page ('model_io'), which may lead to confusion for users.
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from langchain.chains import ConversationalRetrievalChain, ConversationChain, LLMChain
from langchain.memory import ConversationTokenBufferMemory
from langchain_community.chat_models import ChatOpenAI
from langchain_community.embeddings import HuggingFaceEmbeddings
from langchain_cor... | {
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... | open | false | null | [] | null | 1 | 2024-01-10T06:00:17 | 2024-01-10T06:08:15 | null | NONE | null | ### System Info
langchain==0.0.350
python==3.9.2rc1
### Who can help?
@agola11
Sample code
```
from langchain.output_parsers import ResponseSchema, StructuredOutputParser
from langchain.prompts import PromptTemplate
response_schemas = [
ResponseSchema(name="result", description="answer to the user's q... | {
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langchain==0.0.352
### Who can help?
_No response_
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [ ] Documen... | {
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Please look at the example below, I used ChatPromptTemplate to chat wit gpt, the output of the gpt always have a prefix "AI: "，how to remove it.
```python
def chat(self, messages):
history = [("system", SYSTEM)]
for message in messages:
if message["role... | {
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I am developing in a Colab environment and I have Typing_Extensions Issue
Package Version
-------------------------------- ---------------------
absl-py 1.4.0
aiohttp 3.9.1
aiosignal ... | {
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users to see individual llm tokens if streaming=True is not set explicitly on
the underlying chat model.
The majority of this PR is testing code:
1. Create a test chat model that makes it easier to test streaming and supports
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"patch_url": "https://github.com/langchain-ai/langchain/pull/15792.patch",
"merged_at": "2024... |
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