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Open-source search and retrieval database for AI applications.

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All the good stuff here is credit of @gustawdaniel . This separate PR is mainly handling merge conflicts from `main` moving on with additional functionality. https://github.com/chroma-core/chroma/pull/348 This PR - swaps...

### Describe the problem My two servers are located in different places. The Chroma client/server communication occurs through the public network. Although it is possible to encrypt the communication content...

enhancement

### What happened? I have installed the below packages in my code: ```bash !pip install langchain !pip install huggingface_hub !pip install sentence_transformers !pip install unstructured !pip install chromadb !pip install...

bug
installation trouble

### What happened? While running babyagi for the first time. It starts, starts llama.cpp. Then fails with 'permission denied' as re; chroma and duckdb ### Versions python 3.10.9 in Anaconda,...

bug

## Description of changes * Check if a collection has any elements before querying the index * Add a test to verify that querying empty collection does not fail ##...

Add Text2VecEmbeddingFunction for better Chinese sentence embedding. ## Description of changes *Summarize the changes made by this PR.* - New functionality - Just add a new embedding function using text2vec...

### What happened? I have deployed the chroma docker compose image on my server. Now I would like to launch the chroma client library using an AWS lambda function. But...

installation trouble

I am trying to use python concurrent.futures to achieve multi-processing insert to Chroma DB. Right now, each of the sub-process spawns its own db connection ```chroma_client = chromadb.Client(Settings(chroma_db_impl="duckdb+parquet", persist_directory=persist_directory))```. My...

### What happened? Using supplied embeddings adding or querying a collection leads to an exception. Code snippet: ``` ... collection.add(embeddings=seg_embeddings, ids=...) ... search_result = collection.query(query_embeddings=q_embeddings, n_results=5) ... ``` Raised exception:...

bug

### What happened? I have this typescript project that is trying to load a pdf and embeds into a local Chroma DB ``` import { Chroma } from 'langchain/vectorstores/chroma'; export...

bug