Files
ragflow/internal/agent/component/browser.go
Haruko386 466f33e6b4 fix: support component brwoser (#16848)
### Summary

As title
Unable to test it since I don't have apiKey for `openai` , `Anthropic`
and `Gemini`

---

<img width="1130" height="557" alt="image"
src="https://github.com/user-attachments/assets/11570c75-68f3-490d-8186-4ecbcd8b8f40"
/>
2026-07-13 16:57:56 +08:00

576 lines
20 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// Package component — Browser (T3).
//
// Browser is an LLM-driven single-shot web extraction canvas node
// built on `github.com/browserbase/stagehand-go/v3` in local mode.
// It uses `RunExtract` (not the multi-step agent `RunTask`) to
// navigate to a page and extract structured content against a
// `{"type": "string"}` JSON schema.
//
// It mirrors the Python `agent/component/browser.py` param surface
// (`llm_id`, `prompts`, `max_steps`, `headless`, `persist_session`,
// `upload_sources`, etc.) so the v1 fixture
// (`internal/agent/dsl/testdata/browser.json`) loads without
// fixture-side changes.
//
// LLM dispatch is delegated to `StagehandInvoker` (see
// `stagehand_runtime.go`), which owns the stagehand-server child
// process and the session lifecycle. The component itself is a thin
// orchestrator: parse → resolve template → look up tenant model
// config → call runtime.RunExtract → emit Python-shaped outputs.
//
// File upload / download and persistent session management are
// not supported; see [`.claude/plans/tingly-weaving-orbit.md`]
// for the full deferral list.
package component
import (
"context"
"encoding/json"
"errors"
"fmt"
"net/url"
"regexp"
"strings"
"ragflow/internal/agent/runtime"
"ragflow/internal/dao"
"ragflow/internal/entity"
"gorm.io/gorm"
)
const componentNameBrowser = "Browser"
var stagehandNativeProviders = map[string]string{
"anthropic": "anthropic",
"google": "google",
"openai": "openai",
}
var browserFactoryDefaultBaseURL = map[string]string{
"302.ai": "https://api.302.ai/v1",
"anthropic": "https://api.anthropic.com/",
"astraflow": "https://api-us-ca.umodelverse.ai/v1",
"astraflow-cn": "https://api.modelverse.cn/v1",
"avian": "https://api.avian.io/v1",
"cometapi": "https://api.cometapi.com/v1",
"dashscope": "https://dashscope.aliyuncs.com/compatible-mode/v1",
"deepseek": "https://api.deepseek.com/v1",
"deerapi": "https://api.deerapi.com/v1",
"futurmix": "https://futurmix.ai/v1",
"giteeai": "https://ai.gitee.com/v1/",
"hunyuan": "https://api.hunyuan.cloud.tencent.com/v1",
"jiekouai": "https://api.jiekou.ai/openai",
"lingyi-ai": "https://api.lingyiwanwu.com/v1",
"longcat": "https://api.longcat.chat/openai",
"minimax": "https://api.minimaxi.com/v1",
"moonshot": "https://api.moonshot.cn/v1",
"n1n": "https://api.n1n.ai/v1",
"novitaai": "https://api.novita.ai/v3/openai",
"openai": "https://api.openai.com/v1",
"openrouter": "https://openrouter.ai/api/v1",
"perfxcloud": "https://cloud.perfxlab.cn/v1",
"ppio": "https://api.ppinfra.com/v3/openai",
"siliconflow": "https://api.siliconflow.cn/v1",
"stepfun": "https://api.stepfun.com/v1",
"tongyi-qianwen": "https://dashscope.aliyuncs.com/compatible-mode/v1",
"upstage": "https://api.upstage.ai/v1/solar",
"zhipu-ai": "https://open.bigmodel.cn/api/paas/v4",
}
// browserParam is the static DSL param surface for the Browser
// component. Mirrors Python `browser.py:LLMParam + browser knobs`:
//
// llm_id, model_id (alias), prompts, prompt (alias),
// max_steps, headless, enable_default_extensions,
// chromium_sandbox, persist_session, upload_sources.
//
// Go-only fields kept for backward compat with the existing test
// file and the optional-URL form some operators still wire up:
//
// url, timeout.
//
// v1 does not act on the v1-deferred params; Update accepts them so
// the v1 fixture loads.
type browserParam struct {
LLMID string `json:"llm_id"`
ModelID string `json:"model_id"` // alias for llm_id
Prompts string `json:"prompts"`
Prompt string `json:"prompt"` // alias for prompts
MaxSteps int `json:"max_steps"`
Headless *bool `json:"headless"`
EnableDefaultExt *bool `json:"enable_default_extensions"`
ChromiumSandbox *bool `json:"chromium_sandbox"`
PersistSession *bool `json:"persist_session"`
// Go-only fields (kept for backward compat with the existing
// test file; not used by the stagehand path).
URL string `json:"url"`
Timeout int `json:"timeout"`
}
// llmIDPattern matches `ModelName@Factory`. The factory part is
// optional; when absent, the caller's tenant lookup will be
// `GetByTenantAndModelName` instead of
// `GetByTenantFactoryAndModelName`.
var llmIDPattern = regexp.MustCompile(`^(.+)@(.+)$`)
// resolveLLMID splits `llm_id` (e.g. "deepseek-v4-pro@DeepSeek") into
// `(modelName, factory)`. When no `@` is present, factory is empty
// and the caller must use a single-key lookup.
//
// Mirrors the contract of `dao.splitModelNameAndFactory` (private);
// re-implemented here to keep the component free of an import
// dependency on a DB-validating private helper.
func resolveLLMID(llmID string) (modelName, factory string) {
m := llmIDPattern.FindStringSubmatch(strings.TrimSpace(llmID))
if m == nil {
return strings.TrimSpace(llmID), ""
}
return strings.TrimSpace(m[1]), strings.TrimSpace(m[2])
}
// Update copies a fresh param map into the receiver. The
// `llm_id`/`model_id` and `prompts`/`prompt` alias pairs collapse
// onto the same field; the first non-empty value wins.
func (p *browserParam) Update(conf map[string]any) error {
if conf == nil {
conf = map[string]any{}
}
if v, ok := stringFrom(conf, "llm_id"); ok && v != "" {
p.LLMID = v
}
if v, ok := stringFrom(conf, "model_id"); ok && v != "" && p.LLMID == "" {
p.LLMID = v
}
if v, ok := stringFrom(conf, "prompts"); ok && v != "" {
p.Prompts = v
}
if v, ok := stringFrom(conf, "prompt"); ok && v != "" && p.Prompts == "" {
p.Prompts = v
}
if v, ok := intFrom(conf, "max_steps"); ok {
p.MaxSteps = v
} else {
p.MaxSteps = 0
}
if v, ok := boolFrom(conf, "headless"); ok {
p.Headless = &v
}
if v, ok := boolFrom(conf, "enable_default_extensions"); ok {
p.EnableDefaultExt = &v
}
if v, ok := boolFrom(conf, "chromium_sandbox"); ok {
p.ChromiumSandbox = &v
}
if v, ok := boolFrom(conf, "persist_session"); ok {
p.PersistSession = &v
}
if v, ok := stringFrom(conf, "url"); ok {
p.URL = v
}
if v, ok := intFrom(conf, "timeout"); ok {
p.Timeout = v
} else {
p.Timeout = 0
}
return nil
}
// Check validates the param. The accepted-but-ignored Python
// fields are NOT validated here — the v1 fixture is allowed to set
// them; we only reject structurally invalid values for fields we
// actually use (`llm_id`, `prompts`).
func (p *browserParam) Check() error {
if p.LLMID == "" {
return &ParamError{Field: "llm_id", Reason: "required (or model_id alias)"}
}
if p.Prompts == "" {
return &ParamError{Field: "prompts", Reason: "required (or prompt alias)"}
}
if p.MaxSteps < 0 {
return &ParamError{Field: "max_steps", Reason: "must be non-negative"}
}
if p.Timeout < 0 {
return &ParamError{Field: "timeout", Reason: "must be non-negative"}
}
return nil
}
// AsDict returns the param as a plain map (for serialization / debug).
func (p *browserParam) AsDict() map[string]any {
out := map[string]any{
"llm_id": p.LLMID,
"model_id": p.LLMID, // alias echoed
"prompts": p.Prompts,
"prompt": p.Prompts, // alias echoed
"max_steps": p.MaxSteps,
"url": p.URL,
"timeout": p.Timeout,
}
if p.Headless != nil {
out["headless"] = *p.Headless
}
if p.EnableDefaultExt != nil {
out["enable_default_extensions"] = *p.EnableDefaultExt
}
if p.ChromiumSandbox != nil {
out["chromium_sandbox"] = *p.ChromiumSandbox
}
if p.PersistSession != nil {
out["persist_session"] = *p.PersistSession
}
return out
}
// BrowserComponent is the canvas Browser node. Owns its static
// param; delegates the multi-step agent run to StagehandInvoker.
type BrowserComponent struct {
name string
param browserParam
}
// NewBrowserComponent constructs a Browser from the DSL param map.
func NewBrowserComponent(params map[string]any) (Component, error) {
p := &browserParam{}
if err := p.Update(params); err != nil {
return nil, fmt.Errorf("Browser: param update: %w", err)
}
if err := p.Check(); err != nil {
return nil, fmt.Errorf("Browser: param check: %w", err)
}
return &BrowserComponent{
name: componentNameBrowser,
param: *p,
}, nil
}
// Name returns the registered component name.
func (b *BrowserComponent) Name() string { return b.name }
// Invoke dispatches a single-shot extraction task via
// StagehandInvoker.RunExtract with a `{"type": "string"}` schema.
// The flow:
//
// 1. Pull tenant_id from `state.Sys["tenant_id"]`.
// 2. Resolve the `prompts` template via `runtime.ResolveTemplate`.
// 3. Resolve `llm_id` as a tenant_model id or legacy model@factory
// reference and look up the tenant LLM config (apiKey, baseURL).
// 4. Build `RunExtractRequest` with `ModelName = "openai/<model>"`,
// the resolved apiKey/baseURL/instruction, and
// `Schema = {"type": "string"}`.
// 5. Call `DefaultRuntime.RunExtract` → raw JSON string.
// 6. Unmarshal the JSON string to get the plain text content.
// 7. Emit the Python-shaped outputs (`content`,
// `downloaded_files`) plus Go-native compat keys.
//
// File upload/download and session persistence are not supported
// in this component; they are v1-deferred.
func (b *BrowserComponent) Invoke(ctx context.Context, inputs map[string]any) (map[string]any, error) {
state, _, err := runtime.GetStateFromContext[*runtime.CanvasState](ctx)
if err != nil {
return nil, fmt.Errorf("Browser: %w", err)
}
if state == nil {
return nil, errors.New("Browser: nil canvas state")
}
tenantID, _ := state.Sys["tenant_id"].(string)
if tenantID == "" {
return nil, errors.New("Browser: tenant_id missing from canvas state (state.Sys[\"tenant_id\"])")
}
// 1. Resolve prompts template.
prompts := b.param.Prompts
if v, ok := inputs["prompts"].(string); ok && strings.TrimSpace(v) != "" {
prompts = v
}
resolvedPrompts, err := runtime.ResolveTemplate(prompts, state)
if err != nil {
return nil, fmt.Errorf("Browser: resolve prompts template: %w", err)
}
// 2. Look up tenant model config.
providerName, modelName, apiKey, baseURL, err := resolveBrowserLLM(tenantID, b.param.LLMID)
if err != nil {
return nil, fmt.Errorf("Browser: tenant llm lookup (%q): %w", b.param.LLMID, err)
}
baseURL = strings.TrimSpace(baseURL)
// 3. Build RunExtractRequest with single-string schema.
req := RunExtractRequest{
TenantID: tenantID,
LLMID: b.param.LLMID,
ModelName: stagehandModelName(providerName, modelName),
BaseURL: baseURL,
APIKey: apiKey,
Headless: b.param.Headless,
Instruction: resolvedPrompts,
Schema: map[string]any{"type": "string"},
}
// 4. Dispatch via the runtime's RunExtract.
invoker := getDefaultStagehandInvoker()
rawJSON, err := invoker.RunExtract(ctx, req)
if err != nil {
return nil, fmt.Errorf("Browser: stagehand extract (model=%q, base_url=%s): %w",
req.ModelName, browserBaseURLForLog(req.BaseURL), err)
}
// 5. Unmarshal the JSON-string result to get the plain text.
var content string
if err := json.Unmarshal([]byte(rawJSON), &content); err != nil {
return nil, fmt.Errorf("Browser: unmarshal extract result: %w", err)
}
// 6. Build the output map.
out := map[string]any{
"content": content,
"downloaded_files": []map[string]any{},
"url": "",
"status": 0,
"size": len(content),
"model_id": b.param.LLMID,
"prompt": prompts,
}
return out, nil
}
func browserBaseURLForLog(raw string) string {
raw = strings.TrimSpace(raw)
if raw == "" {
return "<provider default>"
}
u, err := url.Parse(raw)
if err != nil {
return "<invalid>"
}
u.User = nil
return u.String()
}
func stagehandModelName(providerName, modelName string) string {
modelName = strings.TrimSpace(modelName)
if modelName == "" {
return ""
}
if strings.Contains(modelName, "/") {
prefix, _, _ := strings.Cut(modelName, "/")
if stagehandNativeProviders[strings.ToLower(strings.TrimSpace(prefix))] != "" {
return modelName
}
return "openai/" + modelName
}
providerName = strings.ToLower(strings.TrimSpace(providerName))
if nativeProvider := stagehandNativeProviders[providerName]; nativeProvider != "" {
return nativeProvider + "/" + modelName
}
return "openai/" + modelName
}
// Stream mirrors Invoke; Browser is a single-shot generator.
func (b *BrowserComponent) Stream(ctx context.Context, inputs map[string]any) (<-chan map[string]any, error) {
out, err := b.Invoke(ctx, inputs)
if err != nil {
return nil, err
}
ch := make(chan map[string]any, 1)
ch <- out
close(ch)
return ch, nil
}
// Inputs returns the parameter metadata for tooling.
func (b *BrowserComponent) Inputs() map[string]string {
return map[string]string{
"llm_id": "Required: tenant model id, e.g. \"deepseek-v4-pro@DeepSeek\". model_id accepted as alias.",
"prompts": "Required: natural-language extraction task. {sys.query} and other canvas refs are resolved. prompt accepted as alias.",
"max_steps": "Accepted for fixture compat; ignored at Invoke.",
"headless": "Browser launch mode (default true).",
"enable_default_extensions": "Accepted for fixture compat; ignored at Invoke.",
"chromium_sandbox": "Accepted for fixture compat; ignored at Invoke.",
"persist_session": "Accepted for fixture compat; ignored at Invoke.",
"url": "Go-only; not used (kept for backward compat).",
"timeout": "Go-only; not used (kept for backward compat).",
}
}
func (b *BrowserComponent) GetInputForm() map[string]any {
return map[string]any{
"prompts": map[string]any{
"type": "paragraph",
"name": "Prompts",
},
"upload_sources": map[string]any{
"type": "line",
"name": "Upload sources",
},
}
}
// Outputs returns the response surface.
func (b *BrowserComponent) Outputs() map[string]string {
return map[string]string{
"content": "Extracted plain text (Sessions.Extract result with schema {\"type\":\"string\"}).",
"downloaded_files": "Always [] (file download not supported).",
"url": "Go-native compat key; always \"\".",
"status": "Go-native compat key; always 0.",
"size": "Bytes in content.",
"model_id": "Resolved llm_id (echoed back).",
"prompt": "Resolved prompts (echoed back).",
}
}
// resolveBrowserLLM resolves the Browser's selected model into the model name
// and credentials required by the stagehand runtime. It first tries a
// tenant_model.id lookup, then model@factory parsing via resolveTenantLLM.
//
// Tests override the lookup via `tenantLLMLookupForTest` (a
// package-level function variable) so they don't need a real DB.
// Production code leaves the variable unset.
func resolveBrowserLLM(tenantID, llmID string) (providerName, modelName, apiKey, baseURL string, err error) {
if tenantLLMLookupForTest != nil {
oldModelName, factory := resolveLLMID(llmID)
apiKey, baseURL, err = tenantLLMLookupForTest(tenantID, oldModelName, factory)
baseURL = browserOpenAICompatibleBaseURL(baseURL, factory)
return factory, oldModelName, apiKey, baseURL, err
}
providerName, modelName, apiKey, baseURL, err = resolveTenantModelBrowserLLM(tenantID, llmID)
if err == nil {
baseURL = browserOpenAICompatibleBaseURL(baseURL, providerName)
return providerName, modelName, apiKey, baseURL, nil
}
modelErr := err
oldModelName, factory := resolveLLMID(llmID)
apiKey, baseURL, oldErr := resolveTenantLLM(tenantID, oldModelName, factory)
if oldErr == nil {
baseURL = browserOpenAICompatibleBaseURL(baseURL, factory)
return factory, oldModelName, apiKey, baseURL, nil
}
return "", "", "", "", fmt.Errorf("tenant_model lookup: %v; tenant_llm fallback: %w", modelErr, oldErr)
}
func resolveTenantModelBrowserLLM(tenantID, modelID string) (providerName, modelName, apiKey, baseURL string, err error) {
modelRow, err := dao.NewTenantModelDAO().GetByID(modelID)
if err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
return "", "", "", "", err
}
return "", "", "", "", fmt.Errorf("tenant model id=%s lookup failed: %w", modelID, err)
}
if modelRow.Status != "active" {
return "", "", "", "", fmt.Errorf("tenant model id=%s is disabled", modelID)
}
if !entity.ModelType(modelRow.ModelType).Has(entity.ModelTypeChat) {
return "", "", "", "", fmt.Errorf("tenant model id=%s cannot be used as %s model", modelID, entity.ModelTypeChat.String())
}
provider, err := dao.NewTenantModelProviderDAO().GetByID(modelRow.ProviderID)
if err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
return "", "", "", "", fmt.Errorf("provider id=%s not found for model id=%s", modelRow.ProviderID, modelID)
}
return "", "", "", "", err
}
if provider == nil {
return "", "", "", "", fmt.Errorf("provider id=%s not found for model id=%s", modelRow.ProviderID, modelID)
}
if provider.TenantID != tenantID {
return "", "", "", "", fmt.Errorf("tenant %s has no access to provider owned by tenant %s", tenantID, provider.TenantID)
}
instance, err := dao.NewTenantModelInstanceDAO().GetByID(modelRow.InstanceID)
if err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
return "", "", "", "", fmt.Errorf("instance id=%s not found for model id=%s", modelRow.InstanceID, modelID)
}
return "", "", "", "", err
}
if instance == nil {
return "", "", "", "", fmt.Errorf("instance id=%s not found for model id=%s", modelRow.InstanceID, modelID)
}
apiKey = instance.APIKey
if strings.TrimSpace(instance.Extra) != "" {
var extra map[string]string
if err := json.Unmarshal([]byte(instance.Extra), &extra); err != nil {
return "", "", "", "", err
}
baseURL = extra["base_url"]
}
return provider.ProviderName, modelRow.ModelName, apiKey, baseURL, nil
}
func browserOpenAICompatibleBaseURL(baseURL, provider string) string {
baseURL = strings.TrimSpace(baseURL)
if baseURL != "" {
return baseURL
}
provider = strings.TrimSpace(provider)
if provider == "" {
return ""
}
return browserFactoryDefaultBaseURL[strings.ToLower(provider)]
}
// resolveTenantLLM looks up the legacy tenant_llm config and returns
// (apiKey, baseURL). baseURL may be empty when the tenant's provider doesn't
// configure a custom endpoint.
//
// TODO(v2): this helper can move to `internal/dao` so the LLM
// component (`llm.go`) and other future components can share it.
func resolveTenantLLM(tenantID, modelName, factory string) (apiKey, baseURL string, err error) {
dao := dao.NewTenantLLMDAO()
var (
row *entity.TenantLLM
)
if factory != "" {
row, err = dao.GetByTenantFactoryAndModelName(tenantID, factory, modelName)
} else {
// No factory suffix on llm_id; fall back to a single-key
// lookup (errors if the model is registered under multiple
// factories — caller must use the explicit form).
row, err = dao.GetByTenantAndModelName(tenantID, "", modelName)
}
if err != nil {
return "", "", err
}
if row == nil {
return "", "", fmt.Errorf("tenant LLM not found")
}
if row.APIKey != nil {
apiKey = *row.APIKey
}
if row.APIBase != nil {
baseURL = *row.APIBase
}
return apiKey, baseURL, nil
}
// tenantLLMLookupForTest is the test seam for `resolveTenantLLM`.
// When non-nil, it's called instead of the real DAO lookup.
// Production leaves this nil; tests set it via `defer ... = nil`.
var tenantLLMLookupForTest func(tenantID, modelName, factory string) (apiKey, baseURL string, err error)
func init() {
Register(componentNameBrowser, NewBrowserComponent)
}