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MultiVectorRetriever is really helpful to add summary and hypothetical queries of our documents to improve the retrievers but only these two are stored in the vectorstore, instead the entire document is within a BaseStore (Memory or Local).
The main issue is that:
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Replace this entire comment with:
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- **Issue:** the issue # it fixes (if applicable),
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... | open | false | null | [] | null | 3 | 2023-11-27T11:04:57 | 2023-11-27T11:10:47 | null | NONE | null | ### System Info
Ubuntu 23.10
### Who can help?
@hwchase17 @agola11
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [ ] Docume... | {
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Description: Some Elastic indexes do not return a 'metadata' field in '_source'. However, prior to this PR, the code assumed there always is a 'metadata' field. This PR adds support for cases where the field is missing by adding it manually.
Issue: #13869
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- **Issue:** The functionality to indicate `auto`, `none` and a forced function_call was not completely implemented in the existing code.
- **Dependencies:** None
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Sometimes when interacting with the bot using Retrieval QA chain, it just stops at Entering new RetrievalQA chain...
No response, it doesn't give the response, it just stops,
I am using qa.acall
and using the async callback handler
how to fix that, as that is unnacceptable
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```python
llm = ChatOpenAI(model=gpt_4, temperature=0, api_key=os.environ['OPENAI_API_KEY'])
llm_chain = LLMChain(llm=llm, prompt=react_prompt)
tool_names = [tool.name]
agent = LLMSingleActionAgent(
llm_chain=llm_chain,
output_parser=react_output_parser,
stop=[... | {
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langchain==0.0.316
python==3.10.13
### 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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- **Issue:** #13751
- **Dependencies:** n/a
- **Tag maintainer:**
- **Twitter handle:** this PR won't get announced, but @jlarks32
See the issue above for more detail, but I don't think that the `exclude` paramete... | {
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- **Issue:** #13891
- **Dependencies:** `praw` module is used to search Reddit
- **Tag maintainer:** @... | {
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We are working on a way to add a multi-input tool to LangChain for searching Reddit posts. Integrating the API as a tool will allow agents to search for posts using a specific search query and some query parameters like sort, time_filter, subreddit etc. to respond to prompts. The tool will use sear... | {
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I encountered an issue while running the existing sample code on the page https://python.langchain.com/docs/modules/agents/how_to/agent_iter in an environment with Pydantic 2.0 installed. The following error was triggered:
```python
ValidationError Traceback (most re... | {
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- **Issue:** resolves #11814
- **Dependencies:** None
- **Tag maintainer:** @baskaryan
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langchain version 0.0.340
Python version: 3.11.5
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_No response_
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### Related Components
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- Added masking of the API Keys for the modules:
- `langchain/chat_models/openai.py`
- `langchain/llms/openai.py`
- `langchain/llms/google_palm.py`
- `langchain/chat_models/google_palm.py`
- `langchain/llms/edenai.py`
- Updated the modules to utilize `SecretStr` from pydantic to s... | {
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Replace this entire comment with:
- **Description:** This extends `OpenAIEmbeddings` to add support for non-`tiktoken` based embeddings, specifically for use with the new `text-generation-webui` API (`--extensions openai`) which does not support `tiktoken` encodings, ... | {
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- **Issue:** Related to #13637, but extended to Ollama.
- **Dependencies:** `tqdm` made a necessary dependency.
Thanks to @ugm2 for helping identify a common problem. Embeddings take a very long time to finish on local machines,... | {
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**Issue**: the issue https://github.com/langchain-ai/langchain/issues/12165,
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[This](https://holocron.so/github/pr/langchain-ai/langchain/master/editor) is how the editor looks like for this repo.
https://github.com/remorses/docusaurus-example/assets/31321188/43c8bc68-3668-4a25-bf1c-a70eceab7bcb | {
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### Motivation
I want to associate chat merory with single user
### Your contribution
I can'... | {
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Reason its default max_length is 1000000 and there is no option to increase it. So i added it in this PR.
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https://python.langchain.com/docs/integrations/tools/dalle_image_generator
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https://api.github.com/repos/langchain-ai/langchain/issues/13871 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13871/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13871/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13871/events | https://github.com/langchain-ai/langchain/pull/13871 | 2,010,984,754 | PR_kwDOIPDwls5gXzcD | 13,871 | Fix: getting an error with DallEAPIWrapper #13825 | {
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Also, OpenAI now only supports DALL-E2 or DALL-E3.
I modified the existing DallEAPIWrapper to accommodate this.
- **Issue:** #13825
- **Twitter handle:** ggeutzzang
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Python version: 3.11.5
Langchain version: 0.0.316
### Who can help?
@3coins
@hw
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- ... | {
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Currently the `_search` function in `ElasticsearchStore` assumes that the `hit` object returned in the search has a `metadata` field under `_source`:
```python
hit["_source"]["metadata"][field] = hit["_source"][field]
```
However, this is not the case in the index I work w... | {
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- **Description:** currently similarity_score_threshold mode doesn't filter properly. This fixes it by adding the parameter and the relative filter
- **Issue:** not sure, I think a few,
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#### Environment variable
```bash
BENTOML_DEBUG=''
BENTOML_QUIET=''
BENTOML_BUNDLE_LOCAL_BUILD=''
BENTOML_DO_NOT_TRACK=''
BENTOML_CONFIG=''
BENTOML_CONFIG_OPTIONS=''
BENTOML_PORT=''
BENTOML_HOST=''
BENTOML_API_WORKERS=''
```
#### System information
`bentoml`: 1.1.10
`python`: 3.11.5... | {
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- **Dependencies:** none
- **Tag maintainer:** @hwchase17 ,
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Hi, can we get more documentation on `langchain_experimental.rl_chain`? I'm having trouble wrapping my head around how it works, and the documentation is sparse.
From the notebook intro, originally I thought it was going to tune the human written prompt template and then outpu... | {
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* **Issue:** Fixes #10674
* **Tag maintainter:** @baskaryan @eyurtsev
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RTX 3090
```
Here is notebook for reference: https://colab.research.google.com/drive/1Rwdrji34CV4QJofVl9jAT7-EwodvphA4?usp=sharing
```
### Who can help?
@agola11 @ey
### Information
- [ ] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
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- moved Adapters into `Integratons/Components/Adapters/
- simplified the OpenAI adapter notebook
- rerouted the old OpenAI adapter page URL to a new one. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13861 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13861/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13861/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13861/events | https://github.com/langchain-ai/langchain/issues/13861 | 2,010,829,835 | I_kwDOIPDwls532tQL | 13,861 | TypeError using Baseten in a RAG | {
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... | open | false | null | [] | null | 1 | 2023-11-25T23:39:12 | 2023-11-25T23:50:48 | null | NONE | null | ### System Info
Hello,
I am trying to use a Baseten base LLM in a RAG pipeline.
```
from operator import itemgetter
from langchain.llms import Baseten
from langchain.schema.runnable import RunnableMap
llm = Baseten(model="MODEL_ID", verbose=True)
rag_chain_from_docs = (
{
"context": lambda... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13860 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13860/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13860/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13860/events | https://github.com/langchain-ai/langchain/pull/13860 | 2,010,827,140 | PR_kwDOIPDwls5gXUrK | 13,860 | Serpapi google jobs tool | {
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"node_id... | closed | false | null | [] | null | 2 | 2023-11-25T23:24:58 | 2023-11-25T23:38:00 | 2023-11-25T23:26:56 | CONTRIBUTOR | null | Implemented tool for searching google jobs
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```# Load Tools
tools = load_tools(["serpapi","langchain_experimental_python_repl"], llm=llm)
```
error
```
Exception has occurred: ImportError
This tool has been moved to langchain experiment. This tool has access to a python REPL. For best practices make sure to sandbox this... | {
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Exception has occurred: ImportError
This tool has been moved to langchain experiment. This tool has access to a python REPL. For best practices make sure to sandbox this tool. Read https://github.com/langchain-ai/langchain/blob/master/SECURITY.md To keep using this code as is, install l... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13856 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13856/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13856/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13856/events | https://github.com/langchain-ai/langchain/issues/13856 | 2,010,817,039 | I_kwDOIPDwls532qIP | 13,856 | Issue: what string works for experimental tool | {
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Exception has occurred: ImportError
This tool has been moved to langchain experiment. This tool has access to a python REPL. For best practices make sure to sandbox this tool. Read https://github.com/langchain-ai/langchain/blob/master/SECURITY.md To keep using this code as is, install l... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13855 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13855/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13855/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13855/events | https://github.com/langchain-ai/langchain/pull/13855 | 2,010,791,416 | PR_kwDOIPDwls5gXN3W | 13,855 | Migrating Langchain's openai-python usage to v1.0.0 | {
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... | open | false | null | [] | null | 1 | 2023-11-25T20:44:17 | 2023-12-03T19:03:24 | null | NONE | null | - **Description:**
- Converting Langchain to support openai-python v1.0.0 as per the [Official OpenAI v1.0.0 Migration Guide](https://github.com/openai/openai-python/discussions/742) and the [OpenAI v1.0.0 Migration Guide by Microsoft](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/migration?... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13853 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13853/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13853/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13853/events | https://github.com/langchain-ai/langchain/pull/13853 | 2,010,754,544 | PR_kwDOIPDwls5gXGxC | 13,853 | RELEASE: core 0.0.6 | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13852 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13852/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13852/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13852/events | https://github.com/langchain-ai/langchain/pull/13852 | 2,010,753,140 | PR_kwDOIPDwls5gXGfp | 13,852 | bump 0.0.339rc3 | {
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Replace this entire comment with:
- **Description:** a description of the change,
- **Issue:** the issue # it fixes (if applicable),
- **Dependencies:** any dependencies required for this change,
- **Tag maintainer:** for a quicker response, tag the relevant... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13851 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13851/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13851/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13851/events | https://github.com/langchain-ai/langchain/pull/13851 | 2,010,693,807 | PR_kwDOIPDwls5gW6sT | 13,851 | Reduce the number of tokens required to describe a Cypher/Neo4j schema | {
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Old:
```
Node properties are the following:
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... | closed | false | null | [] | null | 1 | 2023-11-25T13:47:03 | 2023-11-27T03:30:11 | 2023-11-27T03:30:11 | CONTRIBUTOR | null | Fixes https://github.com/langchain-ai/langchain/issues/13803. Thanks to @sakusaku-rich | {
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... | closed | false | null | [] | null | 5 | 2023-11-25T13:12:10 | 2023-12-05T22:45:32 | 2023-12-05T22:45:32 | CONTRIBUTOR | null | The Ollama Client now allows a pure [json mode](https://github.com/jmorganca/ollama/blob/main/docs/api.md#request-json-mode) which I just added to the OllamaCommon class.
This allows using it like in this example:
<img width="876" alt="Screenshot 2023-11-25 at 14 11 19" src="https://github.com/langchain-ai/langchai... | {
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... | open | false | null | [] | null | 4 | 2023-11-25T13:01:51 | 2023-12-09T12:12:50 | null | NONE | null | ### System Info
Python 3.9.18
### Who can help?
_No response_
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parser... | {
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I am write a code and i want to add history to my langchain agent. History is present in chats list
### Who can help?
_No response_
### Information
- [ ] The official example notebooks/scripts
- [x] My own modified scripts
### Related Components
- [x] LLMs/Chat Models
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"url... | closed | false | null | [] | null | 2 | 2023-11-25T10:02:26 | 2023-11-27T08:06:55 | 2023-11-27T08:06:55 | CONTRIBUTOR | null | This pull request addresses an issue found in the example code within the docstring of `libs/core/langchain_core/runnables/passthrough.py`
The original code snippet caused a `NameError` due to the missing import of `RunnableLambda`. The error was as follows:
```
12 return "completion"
13
---> 14 c... | {
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None
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- [ ] My own modified scripts
### Related Components
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- [ ] Embedding Models
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- **Issue:** #12125
- **Dependencies:** msal | {
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- **Description:** The experimental package needs to be compatible with the usage of importing agents
For example, if i use `from langchain.agents import create_pandas_dataframe_agent`, running the program will prompt the following information:
```
Traceback (most recent call last):
File "/Users/dongwm/t... | {
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"id": 56... | open | false | null | [] | null | 2 | 2023-11-25T06:31:04 | 2023-12-19T16:07:28 | null | NONE | null | ### System Info
im running it on google Collab
### Who can help?
trying the example of mult-modal rag - I tried everything no matter what if still getting this error
please tell if if there is any alternative way or how can we install it? @bas
### Information
- [X] The official example notebooks/scripts
- [ ] M... | {
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The `astrapy` package is required for this class to work.
I have added tests and a small notebook, and updated the relevant references in the other docs pages.
(@rlancemartin this is the counterpart of the Cass... | {
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Comes with integration tests and example usage in the `llm_cache.ipynb` in the docs.
@baskaryan this ... | {
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**I am trying to filter question of answer from pdf doc based on uploaded email filter . Only if email match happen answer the question from that document else just empty .
I tried following code its not working rather even in case of OTHER email id also it give an... | {
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- **Dependencies:** no dependencies
- **Tag maintainer:** @hwchase17 | {
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So, a doc page was added that defines Hugging Face as a platform.
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Hi I am trying to implement memory in an RAG agent and am following documentation, but I get the following error:
ValueError: variable chat_history should be a list of base messages, got
It seems that I should be passing in a chat_history, but all the notebook examples I have se... | {
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... | closed | false | null | [] | null | 1 | 2023-11-24T23:48:06 | 2023-11-27T08:07:25 | 2023-11-27T08:07:25 | CONTRIBUTOR | null | The cookbook had some code to upload files, and wait for the processing to finish.
This code is now moved to the `docugami` library so removing from the cookbook to simplify.
Thanks @rlancemartin for suggesting this when working on evals. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13827 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13827/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13827/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13827/events | https://github.com/langchain-ai/langchain/pull/13827 | 2,010,262,562 | PR_kwDOIPDwls5gVlZS | 13,827 | Multitenant adddocs | {
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Replace this entire comment with:
- **Description:** Added a line to pass the tenant parameter to add_data_object
- **Issue:** An extra line added from the fix for #9956
- **Dependencies:** n/a
- **Tag maintainer:** @baskaryan
Tested locally, works as exp... | {
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When using database agent this is how I am initiating things:
`db = SQLDatabase.from_uri(sql_uri)
model_path = "./openhermes-2.5-mistral-7b.Q8_0.gguf"
n_gpu_layers = 1 # Change this value based on your model and your GPU VRAM pool.
n_... | {
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... | open | false | null | [] | null | 3 | 2023-11-24T20:46:33 | 2023-11-27T03:09:19 | null | NONE | null | ### System Info
Hello! I got this error while trying to run code from [docs](https://python.langchain.com/docs/integrations/tools/dalle_image_generator).
I have Python 3.11.3, openai 1.3.5 and langchain 0.0.340 .
```
You tried to access openai.Image, but this is no longer supported in openai>=1.0.0 - see the RE... | {
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My ChatOpenAI usually takes a response time of 1000 ms. I want the model to switch to either GooglePalm or some other language model when the response time of ChatOpenAI is large. Is it possible?
### Suggestion:
_No response_ | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13820 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13820/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13820/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13820/events | https://github.com/langchain-ai/langchain/pull/13820 | 2,009,994,395 | PR_kwDOIPDwls5gUq3C | 13,820 | Adds the Yellowbrick Data Warehouse as a supported vector store | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13819 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13819/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13819/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13819/events | https://github.com/langchain-ai/langchain/pull/13819 | 2,009,890,088 | PR_kwDOIPDwls5gUUL6 | 13,819 | Add *LCEL* Transformers | {
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Langchain introduces the `BaseDocumentTransformer` interface for document transformation, featuring two abstract methods:
- `def transform_documents(self, documents: Sequence[Document], **kwargs: Any) -> Sequence[Document]`
- `async def atransform_documents(self, documents: Sequence[Document], *... | {
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fixed: #13667
@efriis
@baskaryan | {
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... | open | false | null | [] | null | 1 | 2023-11-24T14:18:22 | 2023-11-24T14:24:40 | null | NONE | null | ### Issue you'd like to raise.
I have the following piece of code:
openai_llm = ChatOpenAI(model_name='gpt-3.5-turbo-1106', streaming=True, callbacks=[StreamingStdOutCallbackHandler()],
temperature=0.5, max_retries=0)
I still keep getting this error:
urllib3.util.r... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13815 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13815/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13815/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13815/events | https://github.com/langchain-ai/langchain/pull/13815 | 2,009,786,232 | PR_kwDOIPDwls5gT9de | 13,815 | Update openai/create_llm_result function to consider kwargs | {
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- **Description:** updates `create_llm_result` function within `openai.py` to consider latest `params`,
- **Issue:** #8928
- **Dependencies:** -,
- **Tag maintainer:** -
- **Twitter handle:** [burkomr](https://twitter.com/burkomr)
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https://api.github.com/repos/langchain-ai/langchain/issues/13814 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13814/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13814/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13814/events | https://github.com/langchain-ai/langchain/issues/13814 | 2,009,773,400 | I_kwDOIPDwls53yrVY | 13,814 | How to mount the custom Retry class with 0 retries to improve Fallbacks? | {
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I've written this code to make sure that the max_retries count is 0. Even though I set that value in my LLM instance, It doesn't work. So I've decided to create a Custom WebBaseLoader. But I'm stuck on how to mount it and make sure that it works.
would appreciate any help!
`class ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13812 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13812/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13812/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13812/events | https://github.com/langchain-ai/langchain/pull/13812 | 2,009,595,307 | PR_kwDOIPDwls5gTTpW | 13,812 | Adds progress bar to GooglePalmEmbeddings | {
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- **Issue:** #13637
- **Dependencies:** TQDM as a main dependency (instead of extra)
Signed-off-by: ugm2 <unaigaraymaestre@gmail.com> | {
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... | closed | false | null | [] | null | 3 | 2023-11-24T11:20:31 | 2023-11-24T13:57:24 | 2023-11-24T13:54:34 | NONE | null | ### Issue you'd like to raise.
Hi, I was recently trying to implement Fallbacks into my system but I've realized that even though there are other models that can be hit if there is a failure, I've noticed that this isn't happening. I tried to Debug it and this is the error I see. I keep getting this error even though ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13810 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13810/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13810/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13810/events | https://github.com/langchain-ai/langchain/pull/13810 | 2,009,489,230 | PR_kwDOIPDwls5gS8fS | 13,810 | Seperator should be added at the end of each split | {
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... | closed | false | null | [] | null | 1 | 2023-11-24T10:21:56 | 2023-11-24T11:19:25 | 2023-11-24T11:19:25 | NONE | null | ### Issue you'd like to raise.
Hi, I was recently trying to implement Fallbacks into my system but I've realized that even though there are other models that can be hit if there is a failure, I've noticed that this isn't happening. I tried to Debug it and this is the error I see. I keep getting this error even thoug... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13808 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13808/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13808/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13808/events | https://github.com/langchain-ai/langchain/issues/13808 | 2,009,434,445 | I_kwDOIPDwls53xYlN | 13,808 | Issue: how to compute perplexity score during inference? | {
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Hi, sorry if I missed it, but I couldn't find in the documentation, here in issues nor through google an answer to this question: how can one compute perplexity score (for each generated token and/or a mean perplexity score for the whole output) during inference?
In our use case, we use... | {
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_No response_
### Suggestion:
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Hello
I have to configure the langchain with PDF data, and the PDF contains a lot of unstructured table.
We have a string and a table, so how do you recommend handling it?
### Suggestion:
_No response_ | {
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If there is such a query (There is a comma in the match between clauses):
```
MATCH (a:APPLE {apple_id: 123})-[:IN]->(b:BUCKET), (ba:BANANA {name: banana1})
```
Corresponding code section:
- It extract a relation between BUCKET and BANANA, howev... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13802 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13802/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13802/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13802/events | https://github.com/langchain-ai/langchain/issues/13802 | 2,009,296,023 | I_kwDOIPDwls53w2yX | 13,802 | How to modify the code, If the SQLResult is empty, the Answer should be "No results found". DO NOT hallucinate an answer if there is no result. | {
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... | open | false | null | [] | null | 9 | 2023-11-24T08:18:06 | 2024-01-15T18:37:59 | null | NONE | null | ### Issue you'd like to raise.
Entering new SQLDatabaseChain chain...
what is Gesh D desigation
SQLQuery:SELECT [Designation]
FROM [EGV_emp_departments_ChatGPT]
WHERE [EmployeeName] = 'Gesh D'
SQLResult:
Answer:Final answer here
> Finished chain.
Final answer here
below is my code
# import os
# import... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13801 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13801/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13801/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13801/events | https://github.com/langchain-ai/langchain/pull/13801 | 2,009,280,844 | PR_kwDOIPDwls5gSPdk | 13,801 | add mongodb_store | {
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- **Description:**
Add MongoDB Storage as an option for large doc store.
Example usage:
```Python
# Instantiate the MongodbStore with a MongoDB connection
from langchain.storage import MongodbStore
mongo_conn_str = "mongodb://localhost:27017/"
mongodb_store = MongodbStore(mongo_... | {
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`QianfanChatEndpoint` extends `BaseChatModel` as a super class, which has a default stream implement might concat the MessageChunk with `__add__`. When call stream(), a ValueError for duplicated key will be raise.
- **Issues:**
* #13546
* #13548
* merge two single test fi... | {
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... | open | false | null | [] | null | 3 | 2023-11-24T06:41:19 | 2023-11-24T07:02:41 | null | NONE | null | ### Issue you'd like to raise.
Encountered IndexError in the code due to an attempt to access a list index that is out of range. This issue occurs when there are no documents available, resulting in the deletion of all embeddings. To handle this case gracefully, consider implementing a mechanism to display a def... | {
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- **Description:** Point to the stable version of documentation,
- **Twitter handle:** varunzxzx
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- **Description:** Improve the MLFlowCallbackHandler by allowing passing in the `nested` param so it can be created as a child run,
- **Issue:** https://github.com/langchain-ai/langchain/issues/13795,
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Replace this entire comment with:
- **Description:** a description of the change,
- **Issue:** the issue # it fixes (if applicable),
- **Dependencies:** any dependencies required for this change,
- **Tag maintainer:** for a quicker response, tag the relevant... | {
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Currently when initilizing the `MlflowCallbackHandler`, we can pass in name, experiment, tracking_uri. But couldn't pass in the `nested` param.
### Motivation
It would be nice if we can do that, so that when there are multiple chains running, we can nest those runs under one parent run, making i... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/13794 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/13794/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/13794/comments | https://api.github.com/repos/langchain-ai/langchain/issues/13794/events | https://github.com/langchain-ai/langchain/issues/13794 | 2,009,093,017 | I_kwDOIPDwls53wFOZ | 13,794 | ChatPromptTemplate save method not implemented | {
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... | open | false | null | [] | null | 1 | 2023-11-24T04:52:26 | 2023-11-24T04:52:47 | null | NONE | null | ### System Info
master branch
### 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
- [ ] Output Parsers
- [ ] Document Loader... | {
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