[Feature Request]: Remove re-build during docker container entry

[jpmcb]

During container entry, it seems the entire stack is rebuild. Here are my logs from a simple docker-compose:

repo-query-chroma-1      | Collecting chroma-hnswlib
repo-query-chroma-1      |   Downloading chroma-hnswlib-0.7.2.tar.gz (31 kB)
repo-query-chroma-1      |   Installing build dependencies: started
repo-query-chroma-1      |   Installing build dependencies: finished with status 'done'
repo-query-chroma-1      |   Getting requirements to build wheel: started
repo-query-chroma-1      |   Getting requirements to build wheel: finished with status 'done'
repo-query-chroma-1      |   Preparing metadata (pyproject.toml): started
repo-query-chroma-1      |   Preparing metadata (pyproject.toml): finished with status 'done'
repo-query-chroma-1      | Collecting numpy
repo-query-chroma-1      |   Downloading numpy-1.25.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB)
repo-query-chroma-1      |      ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18.2/18.2 MB 10.7 MB/s eta 0:00:00
repo-query-chroma-1      | Building wheels for collected packages: chroma-hnswlib
repo-query-chroma-1      |   Building wheel for chroma-hnswlib (pyproject.toml): started
repo-query-chroma-1      |   Building wheel for chroma-hnswlib (pyproject.toml): still running...
repo-query-chroma-1      |   Building wheel for chroma-hnswlib (pyproject.toml): finished with status 'done'
repo-query-chroma-1      |   Created wheel for chroma-hnswlib: filename=chroma_hnswlib-0.7.2-cp310-cp310-linux_x86_64.whl size=2240435 sha256=e9a31acae99a9130ea9e767052b1c9367db009b00b1a9aba9669501195824952
repo-query-chroma-1      |   Stored in directory: /tmp/pip-ephem-wheel-cache-r3a58g0s/wheels/11/2b/0d/ee457f6782f75315bb5828d5c2dc5639d471afbd44a830b9dc
repo-query-chroma-1      | Successfully built chroma-hnswlib
repo-query-chroma-1      | Installing collected packages: numpy, chroma-hnswlib
repo-query-chroma-1      |   Attempting uninstall: numpy
repo-query-chroma-1      |     Found existing installation: numpy 1.21.6
repo-query-chroma-1      |     Uninstalling numpy-1.21.6:
repo-query-chroma-1      |       Successfully uninstalled numpy-1.21.6
repo-query-chroma-1      |   Attempting uninstall: chroma-hnswlib
repo-query-chroma-1      |     Found existing installation: chroma-hnswlib 0.7.2
repo-query-chroma-1      |     Uninstalling chroma-hnswlib-0.7.2:
repo-query-chroma-1      |       Successfully uninstalled chroma-hnswlib-0.7.2
repo-query-chroma-1      | Successfully installed chroma-hnswlib-0.7.2 numpy-1.25.2
repo-query-chroma-1      | WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
repo-query-chroma-1      |
repo-query-chroma-1      | [notice] A new release of pip is available: 23.0.1 -> 23.2.1
repo-query-chroma-1      | [notice] To update, run: pip install --upgrade pip
repo-query-chroma-1      | 2023-08-17 15:14:47 INFO     chromadb.telemetry.posthog Anonymized telemetry enabled. See https://docs.trychroma.com/telemetry for more information.
repo-query-chroma-1      | 2023-08-17 15:14:47 DEBUG    chromadb.config Starting component System
repo-query-chroma-1      | 2023-08-17 15:14:47 DEBUG    chromadb.config Starting component Posthog
repo-query-chroma-1      | 2023-08-17 15:14:47 DEBUG    chromadb.config Starting component SqliteDB
repo-query-chroma-1      | 2023-08-17 15:14:48 DEBUG    chromadb.config Starting component LocalSegmentManager
repo-query-chroma-1      | 2023-08-17 15:14:48 DEBUG    chromadb.config Starting component SegmentAPI
repo-query-chroma-1      | 2023-08-17 15:14:48 INFO     uvicorn.error   Started server process [85]
repo-query-chroma-1      | 2023-08-17 15:14:48 INFO     uvicorn.error   Waiting for application startup.
repo-query-chroma-1      | 2023-08-17 15:14:48 INFO     uvicorn.error   Application startup complete.
repo-query-chroma-1      | 2023-08-17 15:14:48 INFO     uvicorn.error   Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)

This entire operation seems to take upwards 1 min and I even saw it take 5 mins at one point.

Ideally, given a multi-architecture image, there shouldn't be any rebuilding and Chroma should come up right away.

---

Shouldn't this also remove the need to rebuild dependencies during container entry?

chroma/bin/docker_entrypoint.sh

Lines 3 to 4 in 42c29f0

	echo "Rebuilding hnsw to ensure architecture compatibility"
	pip install --force-reinstall --no-cache-dir chroma-hnswlib

Originally posted by @jpmcb in #857 (review)