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feat(tools): Parallel function calling (#1726)

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feat(tools): support returning multiple tools choices

Fixes: https://github.com/mudler/LocalAI/issues/1275
This commit is contained in:
Ettore Di Giacinto 2024-02-20 21:58:45 +01:00 • committed by GitHub
parent ed3b50622b
commit 960d314e4f
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GPG key ID: B5690EEEBB952194
4 changed files with 235 additions and 108 deletions
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68
pkg/grammar/json_schema_test.go
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@ -52,13 +52,32 @@ string ::= "\"" (
[^"\\] |
"\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
)* "\"" space
root-1-function ::= "\"search\""`
inputResult2 = `root-0-function ::= "\"create_event\""
root-0 ::= "{" space "\"arguments\"" space ":" space root-0-arguments "," space "\"function\"" space ":" space root-0-function "}" space
root-1-arguments ::= "{" space "\"query\"" space ":" space string "}" space
realvalue ::= root-0 | root-1
root ::= arr | realvalue
space ::= " "?
root-0-arguments ::= "{" space "\"date\"" space ":" space string "," space "\"time\"" space ":" space string "," space "\"title\"" space ":" space string "}" space
root-1 ::= "{" space "\"arguments\"" space ":" space root-1-arguments "," space "\"function\"" space ":" space root-1-function "}" space
string ::= "\"" (
[^"\\] |
"\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
)* "\"" space
arr ::=
"[\n" (
realvalue
(",\n" realvalue)*
)? "]"
root-1-function ::= "\"search\""`
)
var _ = Describe("JSON schema grammar tests", func() {
Context("JSON", func() {
It("generates a valid grammar from JSON schema", func() {
grammar := NewJSONSchemaConverter("").GrammarFromBytes([]byte(testInput1))
grammar := NewJSONSchemaConverter("").GrammarFromBytes([]byte(testInput1), false)
results := strings.Split(inputResult1, "\n")
for _, r := range results {
if r != "" {
@ -103,7 +122,7 @@ var _ = Describe("JSON schema grammar tests", func() {
},
}}
grammar := structuredGrammar.Grammar("")
grammar := structuredGrammar.Grammar("", false)
results := strings.Split(inputResult1, "\n")
for _, r := range results {
if r != "" {
@ -112,5 +131,50 @@ var _ = Describe("JSON schema grammar tests", func() {
}
Expect(len(results)).To(Equal(len(strings.Split(grammar, "\n"))))
})
It("generates a valid grammar from JSON Objects for multiple function return", func() {
structuredGrammar := JSONFunctionStructure{
OneOf: []Item{
{
Type: "object",
Properties: Properties{
Function: FunctionName{
Const: "create_event",
},
Arguments: Argument{ // this is OpenAI's parameter
Type: "object",
Properties: map[string]interface{}{
"title": map[string]string{"type": "string"},
"date": map[string]string{"type": "string"},
"time": map[string]string{"type": "string"},
},
},
},
},
{
Type: "object",
Properties: Properties{
Function: FunctionName{
Const: "search",
},
Arguments: Argument{
Type: "object",
Properties: map[string]interface{}{
"query": map[string]string{"type": "string"},
},
},
},
},
}}
grammar := structuredGrammar.Grammar("", true)
results := strings.Split(inputResult2, "\n")
for _, r := range results {
if r != "" {
Expect(grammar).To(ContainSubstring(r))
}
}
Expect(len(results)).To(Equal(len(strings.Split(grammar, "\n"))), grammar)
})
})
})