Adds a `modelProvider` field to `promptVariants`, currently just set to "openai/ChatCompletion" for all variants for now.
Adds a `modelProviders/` directory where we can define and store pluggable model providers. Currently just OpenAI. Not everything is pluggable yet -- notably the code to actually generate completions hasn't been migrated to this setup yet.
Does a lot of work to get the types working. Prompts are now defined with a function `definePrompt(modelProvider, config)` instead of `prompt = config`. Added a script to migrate old prompt definitions.
This is still partial work, but the diff is large enough that I want to get it in. I don't think anything is broken but I haven't tested thoroughly.
Storing the model on promptVariant is problematic because it isn't always in sync with the actual prompt definition. I'm removing it for now to see if we can get away with that -- might have to add it back in later if this causes trouble.
Added `cost` to modelOutput as well so we can cache that, which is important given that the cost calculations won't be the same between different API providers.
Allows for the creation of user accounts. A few notes on the specifics:
- Experiments are the main access control objects. If you can view an experiment, you can view all its prompts/scenarios/evals. If you can edit it, you can edit or delete all of those as well.
- Experiments are owned by Organizations in the database. Organizations can have multiple members and members can have roles of ADMIN, MEMBER or VIEWER.
- Organizations can either be "personal" or general. Each user has a "personal" organization created as soon as they try to create an experiment. There's currently no UI support for creating general orgs or adding users to them; they're just in the database to future-proof all the ACL logic.
- You can require that a user is signed-in to see a route using the `protectedProcedure` helper. When you use `protectedProcedure`, you also have to call `ctx.markAccessControlRun()` (or delegate to a function that does it for you; see accessControl.ts). This is to remind us to actually check for access control when we define a new endpoint.
* Add dropdown header for model switching
* Allow variant duplication
* Fix prettier
* Use env variable to restrict prisma logs
* Fix env.mjs
* Remove unnecessary scroll bar from function call output
* Properly record when 404 error occurs in queryLLM task
* Add SelectedModelInfo in SelectModelModal
* Add react-select
* Calculate new prompt after switching model
* Send newly selected model with creation request
* Get new prompt construction function back from GPT-4
* Fix prettier
* Fix prettier
* Rename tables, add graphile workers, update types
* Add dev:worker command
* Update pnpm-lock.yaml
* Remove sentry config import from worker.ts
* Stop generating new cells in cell router get query
* Generate new cells for new scenarios, variants, and experiments
* Remove most error throwing from queryLLM.task.ts
* Remove promptVariantId and testScenarioId from ModelOutput
* Remove duplicate index from ModelOutput
* Move inputHash from cell to output
* Add TODO
* Add todo
* Show cost and time for each cell
* Always show output stats if there is output
* Trigger LLM outputs when scenario variables are updated
* Add newlines to ends of files
* Add another newline
* Cascade ModelOutput deletion
* Fix linting and prettier
* Return instead of throwing for non-pending cell
* Remove pnpm dev:worker from pnpm:dev
* Update pnpm-lock.yaml
We want Monaco to treat the prompt constructor as Typescript so we get type checks, but we actually want to save the prompt constructor as Javascript so we can run it directly without transpiling.
* List number of scenarios
* Retry requests after 429
* Rename requestCallback
* Add sleep function
* Allow manual retry on frontend
* Remove unused utility functions
* Auto refetch
* Display wait time with Math.ceil
* Take one second modulo into account
* Add pluralize
* Default to streaming in config
* Add tokens to database
* Add NEXT_PUBLIC_SOCKET_URL to .env.example
* Disable streaming for functions
* Add newline to types
