chroma
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Open-source search and retrieval database for AI applications.
### What happened? Getting the following error when upserting multiple documents/metadatas/ids: ```python self.collection.upsert( documents=documents[i : i + chunk_size], metadatas=metadatas[i : i + chunk_size], ids=ids[i : i + chunk_size], ) ```...
### What happened? When I repeatedly call the similarity_search_with_score method, there is a noticeable increase in memory usage in a short period of time. ### Versions openai==0.27.8 langchain==0.0.270 chromadb==0.4.6 flask==2.3.2...
### Describe the problem The embedding functions module is a single file which is getting really unwieldy. https://github.com/chroma-core/chroma/blob/main/chromadb/utils/embedding_functions.py For example, it's difficult to land PR's like https://github.com/chroma-core/chroma/pull/1447 because they need...
## Description of changes *Summarize the changes made by this PR.* - New functionality - New CIP document for batch ingestion ## Test plan *How are these changes tested?* -...
### Describe the problem I want to use chroma to remove the duplicate data, I have a lot of duplicate data in the data, I looked at the interface has...
## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - This is an example function that rate-limits vectorization to avoid openai rate limits....
### What happened? Hi, I just found that after creating the ChromaDB client object in python, the process can not exit successfully. like the code below: ```python import chromadb chroma_client...
### What happened? Doesn't work with Ubuntu 20.04 ### Versions Chroma latest, Ubuntu 20.04, Python 3.10 ### Relevant log output ```shell RuntimeError: Your system has an unsupported version of sqlite3....
[Bug]:
### What happened? when I am trying to add many chunks into chroma,this `txt_collection.add` function is realy slow, it takes almost 10mins to process a batch of my files. ```python...
Hello, I am using chromadb locally on windows operating system. When I want to deploy to AWS + Docker + ECR , I have an error when running the entire...