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# Supabase Tutorial | |
[Supabase](https://supabase.com/) is an open source Firebase alternative. | |
Start your project with a Postgres database, Authentication, instant APIs, Edge Functions, Realtime subscriptions, Storage, and Vector embeddings. | |
## Use Supabase to log requests and see total spend across all LLM Providers (OpenAI, Azure, Anthropic, Cohere, Replicate, PaLM) | |
liteLLM provides `success_callbacks` and `failure_callbacks`, making it easy for you to send data to a particular provider depending on the status of your responses. | |
In this case, we want to log requests to Supabase in both scenarios - when it succeeds and fails. | |
### Create a supabase table | |
Go to your Supabase project > go to the [Supabase SQL Editor](https://supabase.com/dashboard/projects) and create a new table with this configuration. | |
Note: You can change the table name. Just don't change the column names. | |
```sql | |
create table | |
public.request_logs ( | |
id bigint generated by default as identity, | |
created_at timestamp with time zone null default now(), | |
model text null default ''::text, | |
messages json null default '{}'::json, | |
response json null default '{}'::json, | |
end_user text null default ''::text, | |
error json null default '{}'::json, | |
response_time real null default '0'::real, | |
total_cost real null, | |
additional_details json null default '{}'::json, | |
constraint request_logs_pkey primary key (id) | |
) tablespace pg_default; | |
``` | |
### Use Callbacks | |
Use just 2 lines of code, to instantly see costs and log your responses **across all providers** with Supabase: | |
``` | |
litellm.success_callback=["supabase"] | |
litellm.failure_callback=["supabase"] | |
``` | |
Complete code | |
```python | |
from litellm import completion | |
## set env variables | |
### SUPABASE | |
os.environ["SUPABASE_URL"] = "your-supabase-url" | |
os.environ["SUPABASE_KEY"] = "your-supabase-key" | |
## LLM API KEY | |
os.environ["OPENAI_API_KEY"] = "" | |
# set callbacks | |
litellm.success_callback=["supabase"] | |
litellm.failure_callback=["supabase"] | |
#openai call | |
response = completion(model="gpt-3.5-turbo", messages=[{"role": "user", "content": "Hi π - i'm openai"}]) | |
#bad call | |
response = completion(model="chatgpt-test", messages=[{"role": "user", "content": "Hi π - i'm a bad call to test error logging"}]) | |
``` | |
### Additional Controls | |
**Different Table name** | |
If you modified your table name, here's how to pass the new name. | |
```python | |
litellm.modify_integration("supabase",{"table_name": "litellm_logs"}) | |
``` | |
**Identify end-user** | |
Here's how to map your llm call to an end-user | |
```python | |
litellm.identify({"end_user": "[email protected]"}) | |
``` |