Spaces:
Runtime error
Runtime error
Download src/memory/imvectorstore.py from Tonic/scitonic: direct link, hf CLI and curl.
- Browser
- Download file 1.09 kB
-
https://huggingface.co/spaces/Tonic/scitonic/resolve/refs%2Fpr%2F3/src/memory/imvectorstore.py
- Command line
-
hf download hf://spaces/Tonic/scitonic@refs/pr/3/src/memory/imvectorstore.py
-
curl -L -o imvectorstore.py https://huggingface.co/spaces/Tonic/scitonic/resolve/refs%2Fpr%2F3/src/memory/imvectorstore.py
1.09 kB
| from chromadb import Client, ClientAPI | |
| class Chroma: | |
| """ | |
| Chroma class to instantiate a vector db in memory. | |
| """ | |
| def __init__(self, default_database: str = "default", first_collection_name: str = "test", top_k: int = 1): | |
| self.api: ClientAPI = Client() | |
| self.collection_pointer = self.api.create_collection(first_collection_name) | |
| self.top_k = top_k | |
| def new_collection(self, name: str, **kwargs): | |
| try: | |
| self.api.create_collection(name, **kwargs) | |
| except Exception as e: | |
| print(e) | |
| def add_data_to(self, data): | |
| try: | |
| self.collection_pointer.add( | |
| embeddings=data.get("embeddings"), | |
| documents=data.get("contents"), | |
| metadatas=data.get("metadatas"), | |
| ids=data.get("ids") | |
| ) | |
| except Exception as e: | |
| print(e) | |
| def switch_collection(self, new_pointer: str): | |
| try: | |
| self.collection_pointer = self.api.get_collection(new_pointer) | |
| except Exception as e: | |
| print(e) |