Comments (4)
One such example of how to do this in fastapi https://github.com/Blueswen/fastapi-observability
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Metrics
- supabse prometheus endpoint and grafana guide - https://supabase.com/docs/guides/platform/metrics
- posthog - https://posthog.com/docs/self-host/configure/monitoring-with-grafana
Logs
- posthog - loki - https://github.com/grafana/loki
I'm asking around in the YC OSS slack community about this
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In retrospect, this has more to do with containerization / docker than I realized. I would also really like @levand 's thoughts here!
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Logging - skip for now
Monitoring - only for the user themselves or, in the case of Chroma, for internal debugging and development. Don't report metrics back to a chroma telemetry service however
Traces/Error reporting - we do want to capture anonymized errors.
Tools
- there is a easy and quick sentry & posthog integration I could probably use for errors -- https://posthog.com/tutorials/sentry-plugin-tutorial.... support calling errors back to multiple sentry endpoints so that the user can capture as well. This is probably the easiest lift thing to get off-the-ground. It will play nice with what we are already using (posthog) and avoid a ton of boilerplate or self-hosting snafus.
So I think I should focus this PR on error reporting / traces only for now... Integrate sentry, and make it talk to posthog. Allow the user to add their own sentry api tokens optionally as well.
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Related Issues (20)
- [Bug]: Client & Persistent Client are retrieving different documents HOT 4
- [Install issue]: type object 'CreateCollection' has no attribute 'model_validate' during Create Index HOT 3
- [Feature Request]: TTL for entries HOT 1
- [Bug]: Upserting the same data causes the SQLite db to grow by 50-100% HOT 3
- [Bug]: sqlite3.OperationalError: no such column: collections.topic HOT 7
- [Install issue]: Use my own embedding function add data error HOT 3
- No OllamaEmbeddingFunction in latest release of chromadb/npm module HOT 5
- [BLD]: Matrix test for Node 16+
- [Feature Request]: Langchain plugin for Chroma always tries to create the collection even if the collection already exists. HOT 13
- [Feature Request]: Issue with Data Structure in Chroma DB Collections HOT 2
- [Bug]: Missing OllamaEmbeddingFunction when using chromadb==0.5.0 HOT 2
- [Feature Request]: Set ef_search per query HOT 3
- [Feature Request]: Bump black to 24.4.2
- [Bug]: "Cannot submit more than 5,461 embeddings at once. Please submit your embeddings in batches of size 5,461 or less." but on running *.delete* HOT 5
- [Feature Request]: Async.io suport for python HOT 1
- [Feature Request]: Docs to be crawler friendly, and LLM discoverable HOT 2
- [Bug]: "Collection is not created" message despite being returned by list_collections method HOT 6
- [Bug]: client/server mode RuntimeError: coroutine raised StopIteration HOT 6
- [Bug]: Type mismatch for embedding function HOT 6
- [Bug]: where not equals clause not working HOT 2
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