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https://api.github.com/repos/langchain-ai/langchain/issues/6963 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6963/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6963/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6963/events | https://github.com/langchain-ai/langchain/issues/6963 | 1,782,079,348 | I_kwDOIPDwls5qOF90 | 6,963 | Adding support for URL Parameters in RequestsWrapper | {
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... | closed | false | null | [] | null | 2 | 2023-06-30T07:58:56 | 2023-10-15T16:05:43 | 2023-10-15T16:05:42 | NONE | null | ### Feature request
I'd love to be able to extend the request URL with parameters.
Currently I can only provide request headers. This does not cover my use case.
### Motivation
Some APIs don't authenticate via headers and instead use URL parameters to provide API keys and Tokens.
Example: [Trello API](https://... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6961 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6961/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6961/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6961/events | https://github.com/langchain-ai/langchain/issues/6961 | 1,782,060,256 | I_kwDOIPDwls5qOBTg | 6,961 | Enable CSVLoader to take list of columns as source_column (or metadata) | {
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... | closed | false | null | [] | null | 6 | 2023-06-30T07:44:50 | 2023-12-19T00:50:23 | 2023-12-19T00:50:22 | NONE | null | ### Feature request
Please update the CSVLoader to take list of columns as source_column.
### Motivation
This update will be be helpful, if the documents are embedded and used with vectordbs like Qdrant. As vectordbs like Qdrant offers filtering option, if the metadata is of Document object is used as payload then i... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6960 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6960/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6960/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6960/events | https://github.com/langchain-ai/langchain/pull/6960 | 1,782,038,070 | PR_kwDOIPDwls5UTj1b | 6,960 | Bagatur/openllm ensure available | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6959 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6959/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6959/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6959/events | https://github.com/langchain-ai/langchain/issues/6959 | 1,782,008,769 | I_kwDOIPDwls5qN0vB | 6,959 | i try to connect mysql database,but it give me a error about llm value is not a valid dict(type=type_error.dict),how to solve the problem? | {
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... | closed | false | null | [] | null | 4 | 2023-06-30T07:02:07 | 2023-10-09T16:06:21 | 2023-10-09T16:06:20 | NONE | null | ### Issue you'd like to raise.
from langchain.agents.agent_toolkits import SQLDatabaseToolkit
from langchain.sql_database import SQLDatabase
from transformers import AutoModel, AutoTokenizer
model_name = ".\\langchain-models\\THUDM\\chatglm2-6b"
local_model = AutoModel.from_pretrained(model_name, trust_remote_code... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6958 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6958/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6958/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6958/events | https://github.com/langchain-ai/langchain/issues/6958 | 1,781,991,448 | I_kwDOIPDwls5qNwgY | 6,958 | CharacterTextSplitter constanly generate chunks longer than given chunk_size | {
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... | closed | false | null | [] | null | 4 | 2023-06-30T06:46:26 | 2023-12-13T16:08:43 | 2023-12-13T16:08:42 | NONE | null | ### Feature request
CharacterTextSplitter split a size of 1GB code base with warnings exceed the log buffer, like
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https://api.github.com/repos/langchain-ai/langchain/issues/6957 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6957/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6957/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6957/events | https://github.com/langchain-ai/langchain/pull/6957 | 1,781,972,766 | PR_kwDOIPDwls5UTWIv | 6,957 | Support for the spatial geometry datatype for databases | {
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Support for the spatial geometry datatype for databases while creating embedding in SQLDatabaseChain.
**Issue:** #5799
**Dependencies**
Added **GeoAlchemy2** library
@dev2049
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```
agent = initialize_agent(tools, llm, agent="zero-shot-react-description", return_intermediate_steps=True, verbose=True)
agent = initialize_agent(tools, llm, agent="zero-shot-react-description", return_intermediate_steps=True, memory=ConversationBufferMemory(memory_key="chat_history... | {
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... | closed | false | null | [] | null | 2 | 2023-06-30T03:17:04 | 2023-07-03T07:34:15 | 2023-07-03T07:34:15 | NONE | null | ### System Info
ConversationalRetrievalChain with Question Answering with sources
```python
llm = OpenAI(temperature=0)
question_generator = LLMChain(llm=llm, prompt=CONDENSE_QUESTION_PROMPT)
doc_chain = load_qa_with_sources_chain(llm, chain_type="map_reduce")
chain = ConversationalRetrievalChain(
retrieve... | {
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... | closed | false | null | [] | null | 3 | 2023-06-30T03:14:31 | 2023-11-07T03:50:25 | 2023-11-07T03:50:24 | NONE | null | Provided an option to connect to redis cloud using password,port and db along with existing parameters
<!-- Thank you for contributing to LangChain!
Replace this comment with:
- Description: Provided an option to connect to redis cloud using password,port and db along with existing parameters
- Issue: N/A
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https://api.github.com/repos/langchain-ai/langchain/issues/6952 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6952/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6952/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6952/events | https://github.com/langchain-ai/langchain/issues/6952 | 1,781,803,067 | I_kwDOIPDwls5qNCg7 | 6,952 | Sentencebert/Bert/Spacy/Doc2vec embedding support | {
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... | closed | false | null | [] | null | 8 | 2023-06-30T03:13:49 | 2023-10-06T16:06:18 | 2023-10-06T16:06:18 | NONE | null | ### Feature request
Is there any way to store the Sentencebert/Bert/Spacy/Doc2vec based embeddings in the vector database using langchain
```
pages= "page content"
embeddings = OpenAIEmbeddings()
persist_directory = 'db'
vectordb = Chroma.from_documents(documents=pages, embedding=embeddings, persist_directory=per... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6951 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6951/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6951/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6951/events | https://github.com/langchain-ai/langchain/issues/6951 | 1,781,775,217 | I_kwDOIPDwls5qM7tx | 6,951 | Issue: Get Confused with ConversationalRetrievalChain + HuggingFacePipeline always gen wizard "Helpful answer: " | {
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```
from langchain.llms import HuggingFacePipeline
from langchain.chains import ConversationalRetrievalChain
pipe = pipeline(
"text-generation", # task type
model=model,
tokenizer=tokenizer,
max_new_tokens=1024,
device=0, # very trick, gpu rank
)
local_llm = Hug... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6950 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6950/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6950/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6950/events | https://github.com/langchain-ai/langchain/issues/6950 | 1,781,757,970 | I_kwDOIPDwls5qM3gS | 6,950 | LLMSummarizationCheckerFromSource | {
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Just curious if there is a feature to check whether the summarized output from a source document hallucinates or not by extending the checker chain.
### Motivation
LLMSummarizationCheckerChain checks facts of summaries using LLM knowledge. The motivation is to develop a feature that checks for fa... | {
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Replace this comment with:
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https://api.github.com/repos/langchain-ai/langchain/issues/6947 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6947/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6947/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6947/events | https://github.com/langchain-ai/langchain/issues/6947 | 1,781,674,685 | I_kwDOIPDwls5qMjK9 | 6,947 | Inconsistent naming of document loaders | {
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Genuinely wanted to know the reasonings behind the inclusion of "Mu" in the "PyMuPDFLoader". Coming from an Indian background my friend and I held 1-2 hours of discussion over what this represents and the conclusions were not so appropriate.
We landed on this discussion after we no... | {
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... | closed | false | null | [] | null | 1 | 2023-06-30T00:35:45 | 2023-10-06T16:06:34 | 2023-10-06T16:06:33 | NONE | null | ### Issue with current documentation:
From the [documentation](https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/few_shot_examples), it is not clear whether ‘FewShotPromptTemplate’ can be used with Chat models: in particular, it does not appear to be compatible with OpenAI’s suggested best ... | {
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... | closed | false | null | [] | null | 1 | 2023-06-30T00:07:52 | 2023-06-30T02:21:12 | 2023-06-30T02:21:12 | CONTRIBUTOR | null | Adds contrast, makes code blocks more readable.
@dev2049 | {
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... | closed | false | null | [] | null | 1 | 2023-06-29T23:33:05 | 2023-06-30T14:47:54 | 2023-06-30T14:47:53 | COLLABORATOR | null | It'll be easier to switch between these if the names of predictions are consistent | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6942 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6942/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6942/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6942/events | https://github.com/langchain-ai/langchain/pull/6942 | 1,781,601,017 | PR_kwDOIPDwls5USGyK | 6,942 | Load Evaluator | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6940 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6940/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6940/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6940/events | https://github.com/langchain-ai/langchain/pull/6940 | 1,781,559,211 | PR_kwDOIPDwls5UR9pd | 6,940 | Added support for Amazon SageMaker Asynchronous Endpoints | {
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"description": "A large net-new component, integration, or chain. Use sparing... | closed | false | null | [] | null | 13 | 2023-06-29T21:49:57 | 2023-11-07T03:53:23 | 2023-11-07T03:53:22 | NONE | null | ## Description
Added support for Amazon SageMaker Asynchronous Endpoints.
## Issue
#6928
## Dependencies
boto3, uuid
## Maintainer
@hwchase17
## Twitter handle
DGallitelli95
## Code to test this
```python
from typing import Dict
from langchain import PromptTemplate
from langchain.llms.sagema... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6939 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6939/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6939/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6939/events | https://github.com/langchain-ai/langchain/issues/6939 | 1,781,557,474 | I_kwDOIPDwls5qMGji | 6,939 | add `Brave` Search | {
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] | closed | false | null | [] | null | 2 | 2023-06-29T21:47:51 | 2023-06-30T15:24:25 | 2023-06-30T15:24:25 | COLLABORATOR | null | ### Feature request
[Brave Search](https://api.search.brave.com/app/dashboard) is a new interesting search engine
It can be used in place of the `Google Search`.
### Motivation
Users who are subscribers of Brave Search can use this.
### Your contribution
I can try to implement it if somebody is interested in this... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6938 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6938/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6938/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6938/events | https://github.com/langchain-ai/langchain/issues/6938 | 1,781,527,088 | I_kwDOIPDwls5qL_Iw | 6,938 | Chroma (duckdb+parquet) DB isn't saving the parquet files for persisted DB until application is killed | {
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] | closed | false | null | [] | null | 9 | 2023-06-29T21:15:14 | 2023-10-06T16:39:27 | 2023-10-06T16:39:20 | NONE | null | ### System Info
Chroma v0.2.36, python 3.9
### 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
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https://api.github.com/repos/langchain-ai/langchain/issues/6937 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6937/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6937/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6937/events | https://github.com/langchain-ai/langchain/pull/6937 | 1,781,513,642 | PR_kwDOIPDwls5URz0t | 6,937 | docstrings `document_loaders` 3 | {
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"followers_url": "https://a... | null | 5 | 2023-06-29T21:04:29 | 2023-07-10T16:34:43 | 2023-07-10T15:56:54 | COLLABORATOR | null | - Updated docstrings for `document_loaders`
- Mass update `"""Loader that loads` to `"""Loads`
@baskaryan - please, review
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https://api.github.com/repos/langchain-ai/langchain/issues/6936 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6936/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6936/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6936/events | https://github.com/langchain-ai/langchain/issues/6936 | 1,781,364,740 | I_kwDOIPDwls5qLXgE | 6,936 | Missing reference to o365_toolkit module in __init__.py of agent_toolkits | {
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Langchain 0.0.218
### Who can help?
_No response_
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- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
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- [ ] Documen... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6934 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6934/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6934/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6934/events | https://github.com/langchain-ai/langchain/issues/6934 | 1,781,255,515 | I_kwDOIPDwls5qK81b | 6,934 | SageMaker Endpoint - Validations | {
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The SageMaker Endpoint validation function currently throws a missing credential error if the region name is not provided in the input. However, it is crucial to perform input validation for the region name to provide the user with clear error information.
GitHub Issue Reference:
For the code refer... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6933 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6933/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6933/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6933/events | https://github.com/langchain-ai/langchain/issues/6933 | 1,781,214,707 | I_kwDOIPDwls5qKy3z | 6,933 | General OpenAI Function Mapping from Pydantic, Dicts directly to function, parameters, and properties | {
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A universal approach to add openai functions specifically for output format control to `LLMchain`. Create a class that takes in dict, json, pydantic, or even rail specs (from guardrails) to preprocess classes or dictionaries into openai functions (function, parameters, and properties) for the `llm_... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6932 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6932/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6932/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6932/events | https://github.com/langchain-ai/langchain/issues/6932 | 1,781,213,657 | I_kwDOIPDwls5qKynZ | 6,932 | Issue: How to create async calls to custom LLMs | {
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Hello!
I am currently using Langchain to interface with a [customLLM](https://python.langchain.com/docs/modules/model_io/models/llms/how_to/custom_llm) async.
To do so, I am overriding the original `LLM` class as explained in the tutorial as such:
```
class LLMInterface(LLM):
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https://api.github.com/repos/langchain-ai/langchain/issues/6931 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6931/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6931/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6931/events | https://github.com/langchain-ai/langchain/issues/6931 | 1,781,186,169 | I_kwDOIPDwls5qKr55 | 6,931 | Issue: How to handle RouterChain when 1 or more destination chain(s) which is expecting a different input variable? | {
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Would like to ask how we should deal with multiple destination chains where the chains are expecting different input variables?
For e.g. in the tutorial for MultiPromptChain, i would like math questions to be directed to the PalChain instead of the standard LLMChain. With the initia... | {
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] | closed | false | null | [] | null | 7 | 2023-06-29T16:19:06 | 2023-11-19T22:54:48 | 2023-11-19T22:52:39 | COLLABORATOR | null | ### Issue you'd like to raise.
The PRs wait for review (for any feedback) very long time.
- Some sort of triage would be helpful.
- Some sort of PR closure can be helpful. If something is wrong with PR this should be explained/discussed/addressed. Not providing **any feedback** is demoralizing for contributors.... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6929 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6929/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6929/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6929/events | https://github.com/langchain-ai/langchain/pull/6929 | 1,781,083,889 | PR_kwDOIPDwls5UQWVC | 6,929 | Implement AgentExecutorIterator | {
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"followers_url": "https://a... | null | 10 | 2023-06-29T15:34:51 | 2023-07-24T01:00:23 | 2023-07-24T01:00:22 | CONTRIBUTOR | null | - Description: Implements a `.iter()` method for the `AgentExecutor` class. This allows hooking into and intercepting intermediate agent steps.
- Issue: #6925
- Dependencies: None
- Tag maintainer: @vowelparrot @agola11
- Twitter handle: @SlapDron3 @lacicocodes
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Please add support to invoke [Amazon SageMaker Asynchronous Endpoints](https://docs.aws.amazon.com/sagemaker/latest/dg/async-inference.html).
This would require some code changes to the _call method of the SageMaker Endpoint class. Therefore, there is a need to create a new class, called Sagema... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6927 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6927/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6927/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6927/events | https://github.com/langchain-ai/langchain/pull/6927 | 1,781,057,005 | PR_kwDOIPDwls5UQRpk | 6,927 | integrate JinaChat | {
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"node_id": "L... | closed | false | null | [] | null | 5 | 2023-06-29T15:23:54 | 2023-07-08T09:47:40 | 2023-07-08T06:17:05 | CONTRIBUTOR | null | Integration with https://chat.jina.ai/api. It is OpenAI compatible API.
- Twitter handle: [https://twitter.com/JinaAI_](https://twitter.com/JinaAI_)
cc @hwchase17, @baskaryan
<!-- Thank you for contributing to LangChain!
Replace this comment with:
- Description: a description of the change,
- Issue: ... | {
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* Langchain-0.0.215
* Python3.8.6
### Who can help?
@hwchase17
### Information
- [ ] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [X] Prompts / Prompt Templates / Prompt Selectors
- ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6925 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6925/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6925/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6925/events | https://github.com/langchain-ai/langchain/issues/6925 | 1,781,033,687 | I_kwDOIPDwls5qKGrX | 6,925 | Iterator version of AgentExecutor | {
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A colleague and I would like to implement an iterator version of the AgentExecutor. That is, we'd like to expose each intermediate step of the plan/action/observation loop. This should look something like:
```python3
inputs = ... # complex question that requires tool usage, multi-step
for st... | {
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Hello, I'd like to ask about supporting [BingNewsAPI](https://www.microsoft.com/en-us/bing/apis/bing-news-search-api), which the apis and response format is different from bing web search api, that I cannot utilize existing [BingSearchAPIWrapper](https://python.langchain.com/docs/modules/agents/t... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6923 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6923/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6923/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6923/events | https://github.com/langchain-ai/langchain/issues/6923 | 1,780,945,041 | I_kwDOIPDwls5qJxCR | 6,923 | Structured Agent Search Not Working | {
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Trying to get an agent to describe the contents of a particular URL for me, however, **my agent does not execute past first step**. Attached image to show what my code looks like and where it freezes as it runs.
<img width="683" alt="freezing_agent" src="https://github.com/hwchase17/langchain/asse... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6921 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6921/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6921/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6921/events | https://github.com/langchain-ai/langchain/issues/6921 | 1,780,846,938 | I_kwDOIPDwls5qJZFa | 6,921 | DOC: | {
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Hey,
Love your product, and just wanted to give some constructive feedback. Your new layout and organization strategy on "https://python.langchain.com/docs/get_started/introduction.html" is significantly harder to navigate
### Idea or request for content:
_No response_ | {
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Langchain 0.0.200
Python 3.11.4
Windows 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 ... | {
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Langchain 0.0.200
Python 3.11.4
Windows 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 ... | {
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"node_id"... | open | false | null | [] | null | 30 | 2023-06-29T13:02:50 | 2024-01-11T16:59:50 | null | NONE | null | ### Issue you'd like to raise.
I want to create a chain to make query against my database. Also I want to add memory to this chain.
Example of dialogue I want to see:
Query: Who is an owner of website with domain domain.com?
Answer: Boba Bobovich
Query: Tell me his email Answer:
Boba Bobovich's email is bo... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6917 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6917/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6917/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6917/events | https://github.com/langchain-ai/langchain/issues/6917 | 1,780,741,688 | I_kwDOIPDwls5qI_Y4 | 6,917 | Issue: User based chat history | {
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How I do implementation of User based chat history management and thread management. Plaese give any suggestion regarding this.
### Suggestion:
_No response_ | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6915 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6915/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6915/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6915/events | https://github.com/langchain-ai/langchain/issues/6915 | 1,780,653,651 | I_kwDOIPDwls5qIp5T | 6,915 | make - ModuleNotFoundError: No module named 'scripts' | {
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OS: `Ubuntu 22.04`
Langchain Version: `0.0.219`
Poetry Version: `1.5.1`
Python Version: `3.10.6`
### Who can help?
@hwchase17
### Information
- [ ] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embeddin... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6914 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6914/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6914/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6914/events | https://github.com/langchain-ai/langchain/pull/6914 | 1,780,630,901 | PR_kwDOIPDwls5UO0nT | 6,914 | Fix run_inline to run hooks in the same context | {
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"followers_url": "https://api.githu... | null | 5 | 2023-06-29T11:30:09 | 2023-11-01T22:56:46 | 2023-11-01T22:56:45 | CONTRIBUTOR | null | Since https://github.com/hwchase17/langchain/commit/e1b801be36d2d492eea071dcb594e966414b31cf, run_inline flags on callbacks (introduced in [PR](https://github.com/hwchase17/langchain/pull/6424)) are broken.
Because higher-level on_llm_start uses asyncio.gather, it's creates a task for given coroutines, and changes t... | {
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The JSON Lines format is used by some services such as OpenAI and HuggingFace. It's also a convenient alternative to CSV.
This PR adds JSON Lines support to `JSONLoader` and also updates related tests.
**Tag maintainer**: @rlancemartin, @eyurtsev.
PS I was not able to build docs locally so ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6912 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6912/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6912/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6912/events | https://github.com/langchain-ai/langchain/pull/6912 | 1,780,597,576 | PR_kwDOIPDwls5UOtQr | 6,912 | Fix different naming of params for chain type | {
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Renaming the parameters in different chain type.
To enable smooth and error-free invocation of `RetrievalQA.from_chain_type` functions with different chain types, and to make the usage more intuitive.
# Problem description
`RetrievalQA.from_chain_type` can execute successfully with... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6909 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6909/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6909/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6909/events | https://github.com/langchain-ai/langchain/pull/6909 | 1,780,472,015 | PR_kwDOIPDwls5UOR6V | 6,909 | Fix the different naming of params for chain type | {
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Renaming the different naming of parameters for chain type.
Fixed the `ValidationError: 1 validation error for RefineDocumentsChain`
# The promblem
`RetrievalQA.from_chain_type` can execute successfully with 'stuff' chain type.
However, it cannot use with `map_reduce`, `refine`.
## Code
... | {
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langchain-0.0.219
python-3.9
macos-13.4.1 (22F82)
### Who can help?
@agola11
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
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Using Google Colab, Python 3.10.12. Installing latest version of langchain as of today (v0.0.219, I believe).
### Who can help?
@hwchase17
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
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Please @hwchase17 kindly help review.
Thanks! | {
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- Issue: tN/A
- Dependencies: N/A
- Tag maintainer: @hwchase17
- Twitter handle: @thegreatgustby
@hwchase17 we had spoken in twitter dms (12th May) to include the project in the use-cases section.
I forgot to do it since, so w... | {
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llm = OpenAI(temperature=0)
chain = LLMChain(llm=llm, prompt=load_prompt("coolapk_prompt.json"))
config = json.load(f)
UnicodeDecodeError: 'gbk' codec can't decode byte 0xaf in position 108: illegal multibyte sequence
### Who can help?
llm = OpenAI(temperature=0)
chain = LLMChain(llm=llm, pro... | {
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python 3.9
langchain 0.0.199
### Who can help?
@hwchase17 @agola11 @eyu
### Information
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- [ ] My own modified scripts
### Related Components
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of automatic setup of the given model. This was introduced to allow better UX
with openllm.
I updated the OpenLLM accordingly, since we are just loading the model into
memory in "local" mode, `ensure_available` should set to `True`
cc @dev... | {
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- Description: Imports SQLAlchemy Row at class creation time instead of at init to support SQLAlchemy <1.4. This is the only breaking change and was introduced in version 0.0.203 #6086.
A similar change was merged ... | {
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If you have an agent dataset and want to run a different agent on it, or have more complex schema, it's hard for us to automatically map these values every time. This PR lets you pass in an input_mapper function that... | {
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- Description: Adding HNSW extension support for Postgres. Similar to pgvector vectorstore, with 3 differences
1. it uses HNSW extension for exact and ANN searches,
2. Vectors are of type array of real
3. Only supports L2
- Dependencies: [HNSW](https:/... | {
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Tag maintainer: @dev2049 | {
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cc @rlancemartin | {
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Maintainer responsibilities:
- DataLoaders / VectorStores / Retrievers: @rlancemartin, @eyurtsev | {
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langchain==0.0.217
### Who can help?
@hwchase17
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [ ] Document ... | {
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] | closed | false | null | [] | null | 0 | 2023-06-28T20:24:26 | 2023-06-28T20:37:18 | 2023-06-28T20:37:18 | NONE | null | ### System Info
langchain-0.0.218
Python 3.10.10
### Who can help?
@hwchase17
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Par... | {
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Several memory storage options have a "buffer" type which includes a pruning function that allows users to specify a max_tokens_limit which stops token overflow issues. I'm requesting this be included with the VectorStoreRetrieverMemory as well.
### Motivation
Running into token overflow issues i... | {
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Massive client changes as of this pr:
https://github.com/anthropics/anthropic-sdk-python/commit/8d1d6af6527a3ef80b74dc3a466166ab7df057df
Installing the latest anthropic client will cause langchain Anthropic LLM utiltiies to fail.
Looks like api_url no longer exists (they've moved to base_url).
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This pull request introduces the "Cube Semantic Layer" document loader, which demonstrates the retrieval of Cube's data model metadata in a format suitable for passing to LLMs as embeddings. This enhancement aims to provide contextual information and improve the understanding of data.
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Add a parameter to ConversationalRetrievalChain to skip the condense question prompt procedure.
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https://api.github.com/repos/langchain-ai/langchain/issues/6877 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6877/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6877/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6877/events | https://github.com/langchain-ai/langchain/issues/6877 | 1,779,281,098 | I_kwDOIPDwls5qDazK | 6,877 | In memory vector store as python object based on purely numpy | {
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] | closed | false | null | [] | null | 1 | 2023-06-28T16:17:22 | 2023-10-05T16:06:50 | 2023-10-05T16:06:49 | CONTRIBUTOR | null | ### Feature request
Can someone please create and integrate an in memory vector store based on purely numpy?
I don't like that ChromaDB downloads to much deps when I just want something really simple.
### Motivation
I saw this https://github.com/jdagdelen/hyperDB and it works so this should be in langchain
### ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6876 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6876/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6876/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6876/events | https://github.com/langchain-ai/langchain/pull/6876 | 1,779,222,858 | PR_kwDOIPDwls5UKAFt | 6,876 | Added filter and delete all option to delete function in Pinecone integration, updated base VectorStore's delete function | {
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"followers_url": "https:... | null | 15 | 2023-06-28T15:41:28 | 2023-07-06T15:36:12 | 2023-07-02T18:46:20 | CONTRIBUTOR | null | ### Description:
Updated the delete function in the Pinecone integration to allow for deletion of vectors by specifying a filter condition, and to delete all vectors in a namespace.
Made the ids parameter optional in the delete function in the base VectorStore class and allowed for additional keyword arguments.
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https://api.github.com/repos/langchain-ai/langchain/issues/6875 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6875/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6875/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6875/events | https://github.com/langchain-ai/langchain/issues/6875 | 1,779,179,472 | I_kwDOIPDwls5qDB_Q | 6,875 | I think the SitemapLoader should be as robust with default options as the UnstructuredURLLoader, which has an option continue_on_failure set to true. | {
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] | closed | false | null | [] | null | 1 | 2023-06-28T15:16:30 | 2023-10-05T16:06:55 | 2023-10-05T16:06:54 | NONE | null | ### System Info
0.0.218
OSX
### Who can help?
@eyurtsev
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [X] Document Loaders
... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6873 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6873/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6873/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6873/events | https://github.com/langchain-ai/langchain/pull/6873 | 1,779,065,593 | PR_kwDOIPDwls5UJdTr | 6,873 | Accept Chain | {
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We could alternatively call `clear_memory()` every time we make a prediction but I'm u... | {
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embeddings = OpenAIEmbeddings(model='text-embedding-ada-002',deployment='XXXXX',chunk_size=1)
db = Chroma.from_documents(texts, embeddings)
memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True,chat_memory=ChatMessageHistory(messages=[]))
model = Co... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6871 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6871/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6871/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6871/events | https://github.com/langchain-ai/langchain/pull/6871 | 1,778,997,351 | PR_kwDOIPDwls5UJOVn | 6,871 | Support named vectors in Qdrant | {
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This PR makes it possible to use named vectors from Qdrant in Langchain. That was requested multiple times, as people want to reuse externally created collections in Langchain. It doesn't change anything for the existing applications. The changes were covered with some integration tests and included in... | {
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While trying to run example from https://python.langchain.com/docs/modules/chains/popular/sqlite I get the following error:
````
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
Cell In[42],... | {
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how to track token usage for OpenAIEmbeddings? it seems that get_openai_callback always return 0.
### Suggestion:
_No response_ | {
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Is there any way to store the word2vec/glove/fasttext based embeddings in the vector database using langchain
```
pages= "page content"
embeddings = OpenAIEmbeddings()
persist_directory = 'db'
vectordb = Chroma.from_documents(documents=pages, embedding=embeddings, persist_directory=persist_dir... | {
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- Description: Add the method `max_marginal_relevance_search_with_score_by_vector` to the FAISS wrapper. Functionality operates the same as `similarity_search_with_score_by_vector` except for using the ma... | {
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PGVector lacks Upsert and deletion capabilities.
I have to custom create this functionality.
### Motivation
I want to use PGVector because it's easy to implement and I don't require to deal with DB vector providers.
### Your contribution
If you deem this useful I will try propose a pull requ... | {
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Replace this comment with:
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https://api.github.com/repos/langchain-ai/langchain/issues/6864 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6864/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6864/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6864/events | https://github.com/langchain-ai/langchain/pull/6864 | 1,778,638,674 | PR_kwDOIPDwls5UIAcr | 6,864 | Chroma: add vector search with scores | {
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- Issue: The "lambda_mult" typo is related to #4861
- Maintainer: @rlancemartin, @eyurtsev
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I did some minimal changes to the `ElasticVectorSearch` client so that it plays better with existing ES indices.
Main changes are as follows:
1. You can pass the dense vector field name into `_default_script_query`
2. You can pass a custom script query implementation and the re... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6862 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6862/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6862/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6862/events | https://github.com/langchain-ai/langchain/pull/6862 | 1,778,509,000 | PR_kwDOIPDwls5UHkCu | 6,862 | Add `call_actor_task` to the Apify integration | {
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This PR adds support for calling saved Actor tasks on the Apify platform to the existing integration. The structure of very similar to the one of calling Actors. | {
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db_chain = SQLDatabaseChain(llm=llm, database=db, prompt=PROMPT, verbose=True, return_intermediate_steps=True, top_k=3)
result = db_chain("Make a list of those taking the exam")
result['result'] is incomplete，why ？token ?
### Suggestion:
_No response_ | {
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https://api.github.com/repos/langchain-ai/langchain/issues/6859 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6859/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6859/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6859/events | https://github.com/langchain-ai/langchain/pull/6859 | 1,778,444,316 | PR_kwDOIPDwls5UHWEf | 6,859 | feat: ctransformers support async chain | {
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- Issue: I've found impossible without this code to run Websockets inside a FastAPI micro service and a CTransformers model.
- Tag maintainer: Not necessary yet, I don't like to mention directly
- Twitter handle: @_semoal
-
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https://api.github.com/repos/langchain-ai/langchain/issues/6858 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/6858/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/6858/comments | https://api.github.com/repos/langchain-ai/langchain/issues/6858/events | https://github.com/langchain-ai/langchain/pull/6858 | 1,778,304,792 | PR_kwDOIPDwls5UG48_ | 6,858 | Provided default values for tags and inheritable_tags args in BaseRun… | {
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To avoid the error message:
TypeError: BaseRunManager.__init__() missing 2 required keyword-only arguments: 'tags' and 'inheritable_tags'
when running AsyncCallbackManagerForChainRun (from langchain.callbacks.manager import AsyncCallbackManagerForChainRun), provided default values for tags and inherit... | {
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