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When enabling grammar with functions, it might be useful to allow more flexibility to support models that are fine-tuned against returning function calls of the form of { "name": "function_name", "arguments" {...} } rather then { "function": "function_name", "arguments": {..} }. This might call out to a more generic approach later on, but for the moment being we can easily support both as we have just to specific different types. If needed we can expand on this later on Signed-off-by: mudler <mudler@localai.io>
72 lines
2.4 KiB
Go
72 lines
2.4 KiB
Go
package functions_test
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import (
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. "github.com/go-skynet/LocalAI/pkg/functions"
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. "github.com/onsi/ginkgo/v2"
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. "github.com/onsi/gomega"
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)
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var _ = Describe("LocalAI grammar functions", func() {
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Describe("ToJSONStructure()", func() {
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It("converts a list of functions to a JSON structure that can be parsed to a grammar", func() {
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var functions Functions = []Function{
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{
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Name: "create_event",
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Parameters: map[string]interface{}{
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"properties": map[string]interface{}{
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"event_name": map[string]interface{}{
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"type": "string",
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},
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"event_date": map[string]interface{}{
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"type": "string",
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},
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},
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},
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},
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{
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Name: "search",
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Parameters: map[string]interface{}{
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"properties": map[string]interface{}{
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"query": map[string]interface{}{
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"type": "string",
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},
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},
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},
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},
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}
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js := functions.ToJSONFunctionStructure()
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Expect(len(js.OneOf)).To(Equal(2))
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Expect(js.OneOf[0].Properties.Function.Const).To(Equal("create_event"))
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Expect(js.OneOf[0].Properties.Arguments.Properties["event_name"].(map[string]interface{})["type"]).To(Equal("string"))
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Expect(js.OneOf[0].Properties.Arguments.Properties["event_date"].(map[string]interface{})["type"]).To(Equal("string"))
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Expect(js.OneOf[1].Properties.Function.Const).To(Equal("search"))
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Expect(js.OneOf[1].Properties.Arguments.Properties["query"].(map[string]interface{})["type"]).To(Equal("string"))
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jsN := functions.ToJSONNameStructure()
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Expect(len(jsN.OneOf)).To(Equal(2))
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Expect(jsN.OneOf[0].Properties.Function.Const).To(Equal("create_event"))
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Expect(jsN.OneOf[0].Properties.Arguments.Properties["event_name"].(map[string]interface{})["type"]).To(Equal("string"))
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Expect(jsN.OneOf[0].Properties.Arguments.Properties["event_date"].(map[string]interface{})["type"]).To(Equal("string"))
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Expect(jsN.OneOf[1].Properties.Function.Const).To(Equal("search"))
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Expect(jsN.OneOf[1].Properties.Arguments.Properties["query"].(map[string]interface{})["type"]).To(Equal("string"))
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})
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})
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Context("Select()", func() {
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It("selects one of the functions and returns a list containing only the selected one", func() {
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var functions Functions = []Function{
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{
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Name: "create_event",
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},
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{
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Name: "search",
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},
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}
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functions = functions.Select("create_event")
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Expect(len(functions)).To(Equal(1))
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Expect(functions[0].Name).To(Equal("create_event"))
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})
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})
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})
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