graphql-mesh VS openapi-to-graphql

I played with building out a graphql mesh [0] of a few different APIs as I was curious to see if I could build one schema (and subsets of it) and have GPT interface over that. Turns out, it did a pretty good job if you can provide it the right portions of the schema it needs.

It also helped out when I was struggling to reconcile with how large of JSON payloads I was getting. The REST endpoints are just killing the prompt size, but having the model choose the fields it needed from GraphQL really helped out there.

Put it down for a while until I can get access to the plugin fine-tuned version of chatgpt and see if there's still a need or if it is additive still.

[0] https://github.com/Urigo/graphql-mesh/

graphql-mesh is a tool that allows you to integrate backend microservices (whether they are REST with OpenAPI specs, GraphQL, etc.) into a single GraphQL Gateway. It's easy to set up as it generates schemas, queries, and mutations based on the provided specifications. You only need to implement additional properties for data aggregation

You might be able to integrate existing API's with https://www.graphql-mesh.com/ but keep in mind this will add latency and you won't get all the full benefits of implementing native graphql services.

Recent projects such as GraphQL Mesh or products such as Hasura Cloud proved that GraphQL has a purpose beyond the simple front-end/mobile apps fetching challenges.

I’ve seen more products letting you join/merge GraphQL schemas independent of schema stitching or federation. Have a look at GraphQL Mesh or StepZen.

Libraries like GraphQL Mesh, on the other hand, automatically stitch multiple data sources into one single GraphQL API. This can save development time, but, like libraries that do a lot for you, you may need to provide custom overrides.

GraphQL Mesh acts as a proxy to your existing APIs, and gives you the developer ultimate control over how data is retrieved. It doesn't matter if your API is GraphQL, gRPC, Swagger, Postgres, and non-typed APIs. GraphQL Mesh can figure out how to transform your GraphQL query to the respective API.

Doing this was pretty simple. You can find the repo here which is used as the master repository to push all the labels downstream and we still retain the repo specific labels in their own repository (like this)

You can find a complete working example on GitHub

Erik Wittern, Alan Cha, and Jim A. Laredo from IBM wrote a very interesting article about the difficulties of converting REST-like API to a GraphQL schema. Those concepts are implemented in openapi-to-graphql library, which is being used by GraphQL Mesh and we are contributing to. We apply similar approach to other API specifications.

I'm trying to translate APIs described by OpenAPI Specifications (OAS) or Swagger into GraphQL and following : OpenAPI-to-GraphQL