I am working on a project where i want to save the embeddings in vector database. need some help or resources to deploy chroma db for production use

I'm using langchain to process a whole bunch of documents which are in an Mongo database. I can load all documents fine into the chromadb vector storage using langchain. Nothing fancy being done he...

I previously deployed an app on Streamlit Cloud that utilized chromadb. The app worked fine in the past. However, today I encountered a new error (as indicated in the title) and the app has stopped...

import os from langchain.llms import OpenAI import bs4 import langchain from langchain import hub from langchain.document_loaders import UnstructuredFileLoader from langchain.embeddings import Open...

I am trying to use a custom embedding model in Langchain with chromaDB. I can't seem to find a way to use the base embedding class without having to use some other provider (like OpenAIEmbeddings o...

so i recently started to work on chromabd and i am facing this error: "module 'chromadb' has no attribute 'config'" here is my code: from langchain.vectorstores import Chroma from sent...

I have written LangChain code using Chroma DB to vector store the data from a website url. It currently works to get the data from the URL, store it into the project folder and then use that data t...

I can see everything but the Embedding of the documents when I used Chroma with Langchain and OpenAI embeddings. It always show me None for that Here is the code: for db_collection_name in tqdm([&q...

I'm working with langchain and ChromaDb using python. Now, I know how to use document loaders. For instance, the below loads a bunch of documents into ChromaDb: from langchain.embeddings.openai imp...

I have been trying to use Chromadb version 0.4.8 Langchain version 0.0.276 with SentenceTransformerEmbeddingFunction as shown in the snippet below. from langchain.vectorstores import Chroma from ...

I am currently learning ChromaDB vector DB. I can't understand how the querying process works. When I try to query using text, it's returning all documents. collection.add( documents=["This i...

I am using ubuntu 20.04 focal and trying to install chromadb by using 'pip install chromdb' but I am getting following error Building wheel for hnswlib (pyproject.toml) ... error error: subproces...

I have around 30 GB of JSON data with multiple files, wanted build query bot on this. I have built same with text file but i am not sure how it will work for JSON data. I have explored JSONLoader b...

I am looking for a way to limit the tokens per minute when saving embeddings in a Chroma vector store. Here is my code: [...] # split the documents into chunks text_splitter = CharacterTextSplitter...

I am writing a question-answering bot using langchain. For storing my data in a database, I have chosen Chromadb. I have written the code below and it works fine persist_directory = "./db&quot...

I am a brand new user of Chroma database (and the associate python libraries). When I call get on a collection, embeddings is always none, even if embeddings are explicitly set/defined when adding ...