tools: refactor tool call parsing and enable streaming (#10415)

This commit is contained in:
Parth Sareen
2025-05-23 14:19:31 -07:00
committed by GitHub
parent 884d26093c
commit e8b981fa5d
27 changed files with 1868 additions and 340 deletions

View File

@@ -10,9 +10,6 @@ import (
"log/slog"
"net/http"
"os"
"slices"
"strings"
"text/template/parse"
"github.com/ollama/ollama/api"
"github.com/ollama/ollama/fs/ggml"
@@ -128,124 +125,3 @@ func detectContentType(r io.Reader) (string, error) {
return "unknown", nil
}
func parseObjects(s string) []map[string]any {
var objs []map[string]any
for offset := 0; offset < len(s); {
var obj map[string]any
decoder := json.NewDecoder(strings.NewReader(s[offset:]))
if err := decoder.Decode(&obj); errors.Is(err, io.EOF) || errors.Is(err, io.ErrUnexpectedEOF) {
break
} else if syntax := &(json.SyntaxError{}); errors.As(err, &syntax) {
// skip over any syntax errors
offset += int(syntax.Offset)
} else if unmarshalType := &(json.UnmarshalTypeError{}); errors.As(err, &unmarshalType) {
// skip over any unmarshalable types
offset += int(unmarshalType.Offset)
} else if err != nil {
return nil
} else {
offset += int(decoder.InputOffset())
objs = append(objs, obj)
}
}
return objs
}
// parseToolCalls attempts to parse a JSON string into a slice of ToolCalls.
// mxyng: this only really works if the input contains tool calls in some JSON format
func (m *Model) parseToolCalls(s string) ([]api.ToolCall, bool) {
// create a subtree from the node that ranges over .ToolCalls
tmpl := m.Template.Subtree(func(n parse.Node) bool {
if t, ok := n.(*parse.RangeNode); ok {
return slices.Contains(template.Identifiers(t.Pipe), "ToolCalls")
}
return false
})
if tmpl == nil {
return nil, false
}
var b bytes.Buffer
if err := tmpl.Execute(&b, map[string][]api.ToolCall{
"ToolCalls": {
{
Function: api.ToolCallFunction{
Name: "@@name@@",
Arguments: api.ToolCallFunctionArguments{
"@@argument@@": 1,
},
},
},
},
}); err != nil {
return nil, false
}
templateObjects := parseObjects(b.String())
if len(templateObjects) == 0 {
return nil, false
}
// find the keys that correspond to the name and arguments fields
var name, arguments string
for k, v := range templateObjects[0] {
switch v.(type) {
case string:
name = k
case map[string]any:
arguments = k
}
}
if name == "" || arguments == "" {
return nil, false
}
responseObjects := parseObjects(s)
if len(responseObjects) == 0 {
return nil, false
}
// collect all nested objects
var collect func(any) []map[string]any
collect = func(obj any) (all []map[string]any) {
switch o := obj.(type) {
case map[string]any:
all = append(all, o)
for _, v := range o {
all = append(all, collect(v)...)
}
case []any:
for _, v := range o {
all = append(all, collect(v)...)
}
}
return all
}
var objs []map[string]any
for _, p := range responseObjects {
objs = append(objs, collect(p)...)
}
var toolCalls []api.ToolCall
for _, kv := range objs {
n, nok := kv[name].(string)
a, aok := kv[arguments].(map[string]any)
if nok && aok {
toolCalls = append(toolCalls, api.ToolCall{
Function: api.ToolCallFunction{
Name: n,
Arguments: a,
},
})
}
}
return toolCalls, len(toolCalls) > 0
}