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Implement provider interface and OpenAI and Anthropic providers #66
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Implements an interface for building CodeGate providers. For now we use LiteLLM, but we might switch in the future, so the LiteLLM calls are abstracted away in the `litellmshim` module in two classes: - `BaseAdapter` which provides means for reusing LiteLLM adapters with the same interface. - `LiteLLmShim` that actually calls into liteLLM's completion and calls the adapter before completion to convert into liteLLM's format and then back after completion Using those interfaces, implements an OpenAI and an Anthropic provider. With this patch, codegate allows to pass through requests towards OpenAI and Anthropic. Next, we'll build a pipeline interface to modify the inputs and outputs.
lukehinds
approved these changes
Nov 22, 2024
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Implements an interface for building CodeGate providers. For now we use
LiteLLM, but we might switch in the future, so the LiteLLM calls are
abstracted away in the
litellmshimmodule in two classes:BaseAdapterwhich provides means for reusing LiteLLM adapters withthe same interface.
LiteLLmShimthat actually calls into liteLLM's completion andcalls the adapter before completion to convert into liteLLM's format
and then back after completion
Using those interfaces, implements an OpenAI and an Anthropic provider.
With this patch, codegate allows to pass through requests towards OpenAI
and Anthropic. Next, we'll build a pipeline interface to modify the
inputs and outputs.