]> git.giacomolli.uk - onechat/blob - model.go
Open the chat when no command is given
[onechat] / model.go
1 package main
2
3 import (
4 "bufio"
5 "bytes"
6 "context"
7 "encoding/json"
8 "errors"
9 "fmt"
10 "io"
11 "net/http"
12 "os"
13 "path/filepath"
14 "strings"
15 "sync"
16 "sync/atomic"
17 "time"
18 )
19
20 const (
21 // modelChatGPTURL is the Responses endpoint of the ChatGPT backend.
22 modelChatGPTURL = "https://chatgpt.com/backend-api/codex/responses"
23
24 // modelAPIURL is the Responses endpoint of the OpenAI API.
25 modelAPIURL = "https://api.openai.com/v1/responses"
26
27 // modelQuotaPrefix starts the names of the quota headers of the ChatGPT
28 // backend, in canonical form.
29 modelQuotaPrefix = "X-Codex-"
30
31 // modelTurnStateHeader is an x-codex-* header that holds an opaque
32 // state of the backend, not quota.
33 modelTurnStateHeader = "X-Codex-Turn-State"
34
35 // modelErrorBytes is the most bytes of an error response that go into
36 // the error.
37 modelErrorBytes = 4096
38 )
39
40 // errModelCallLimit tells that a client sent its limit of calls.
41 var errModelCallLimit = errors.New("call limit reached")
42
43 // modelEndpoint returns the URL and the authorizer of the endpoint in config.
44 // The ChatGPT backend uses the token file in dir. The OpenAI API uses the key in
45 // OPENAI_API_KEY, and there is no fallback from one to the other. All clients
46 // share the authorizer, so one refresh runs at a time.
47 func modelEndpoint(config Config, dir string) (string, ModelAuthorizer, error) {
48 if config.Endpoint == configEndpointAPI {
49 key := os.Getenv("OPENAI_API_KEY")
50 if key == "" {
51 return "", nil, errors.New("endpoint api needs OPENAI_API_KEY")
52 }
53
54 return modelAPIURL, ModelAPIKey(key), nil
55 }
56
57 return modelChatGPTURL, newChatGPTAuth(filepath.Join(dir, chatgptTokenFileName), chatgptIssuer), nil
58 }
59
60 // newModelClient returns a client for the Responses endpoint at url. It records
61 // each call in the usage file at usagePath.
62 func newModelClient(url string, auth ModelAuthorizer, cacheKey, usagePath string) *ModelClient {
63 return &ModelClient{
64 url: url,
65 auth: auth,
66 cacheKey: cacheKey,
67 usage: &ModelUsageLog{
68 path: usagePath,
69 },
70 http: &http.Client{},
71 }
72 }
73
74 // modelUserMessage returns a user input item with one text part for each text.
75 func modelUserMessage(texts ...string) any {
76 type part struct {
77 Type string `json:"type"`
78 Text string `json:"text"`
79 }
80
81 content := make([]part, len(texts))
82 for n, text := range texts {
83 content[n] = part{
84 Type: "input_text",
85 Text: text,
86 }
87 }
88
89 return struct {
90 Role string `json:"role"`
91 Content []part `json:"content"`
92 }{
93 Role: "user",
94 Content: content,
95 }
96 }
97
98 // modelOutputText returns the text of the message items of output.
99 func modelOutputText(output []json.RawMessage) (string, error) {
100 var text strings.Builder
101 for _, raw := range output {
102 var item ModelOutputItem
103 err := json.Unmarshal(raw, &item)
104 if err != nil {
105 return "", fmt.Errorf("decode output item: %w", err)
106 }
107
108 if item.Type != "message" {
109 continue
110 }
111
112 for _, part := range item.Content {
113 if part.Type == "output_text" {
114 text.WriteString(part.Text)
115 }
116 }
117 }
118
119 return text.String(), nil
120 }
121
122 // ModelAuthorizer adds the credentials of a model call to the headers of its
123 // request.
124 type ModelAuthorizer interface {
125 Authorize(ctx context.Context, header http.Header) error
126 }
127
128 // ModelAPIKey authorizes calls to the OpenAI API with a key.
129 type ModelAPIKey string
130
131 // Authorize sets the key as the bearer token.
132 func (k ModelAPIKey) Authorize(ctx context.Context, header http.Header) error {
133 header.Set("Authorization", "Bearer "+string(k))
134 return ctx.Err()
135 }
136
137 // ModelClient sends model calls to a Responses endpoint for one agent. The
138 // ChatGPT backend and the OpenAI API take the same request body and differ only
139 // in the URL and the credentials. Every call sends the fixed cache key of the
140 // agent, so the turns and the compactions of the agent share one prompt cache.
141 // A call of a subagent sends the key of the agent with "-" and the name of the
142 // subagent, so that the calls of a subagent do not share a cache entry with the
143 // calls of the agent that run at the same time. The ChatGPT backend caches only
144 // with the key in the session_id header, so a call to it sends the key there
145 // and in the body. Every call is recorded in the usage file.
146 //
147 // The request never holds max_output_tokens or metadata, because the ChatGPT
148 // backend refuses them. It sets store to false, so the client sends the whole
149 // input on each call, and it asks for the encrypted reasoning, so a later call
150 // can send the reasoning items back.
151 type ModelClient struct {
152 url string
153 auth ModelAuthorizer
154 cacheKey string
155 usage *ModelUsageLog
156 http *http.Client
157 limit int64
158 calls atomic.Int64
159 }
160
161 // LimitCalls makes the client refuse each call after the first limit calls.
162 func (c *ModelClient) LimitCalls(limit int64) {
163 c.limit = limit
164 }
165
166 // LimitReached tells if the client refuses further calls.
167 func (c *ModelClient) LimitReached() bool {
168 return c.limit > 0 && c.calls.Load() >= c.limit
169 }
170
171 // Create sends the call and reads its event stream to the end. Over the call
172 // limit it sends nothing and returns errModelCallLimit.
173 func (c *ModelClient) Create(ctx context.Context, request ModelRequest) (ModelResponse, error) {
174 if c.calls.Add(1) > c.limit && c.limit > 0 {
175 return ModelResponse{}, errModelCallLimit
176 }
177
178 cacheKey := c.cacheKey
179 if request.Agent != "" {
180 cacheKey += "-" + request.Agent
181 }
182
183 body, err := json.Marshal(ModelRequestBody{
184 Model: request.Model,
185 Instructions: request.Instructions,
186 Input: request.Input,
187 Tools: request.Tools,
188 Reasoning: ModelReasoning{
189 Effort: request.Effort,
190 },
191 Store: false,
192 Stream: true,
193 Include: []string{"reasoning.encrypted_content"},
194 PromptCacheKey: cacheKey,
195 })
196 if err != nil {
197 return ModelResponse{}, fmt.Errorf("encode request: %w", err)
198 }
199
200 httpRequest, err := http.NewRequestWithContext(ctx, http.MethodPost, c.url, bytes.NewReader(body))
201 if err != nil {
202 return ModelResponse{}, fmt.Errorf("create request: %w", err)
203 }
204
205 httpRequest.Header.Set("Content-Type", "application/json")
206 httpRequest.Header.Set("Accept", "text/event-stream")
207 err = c.auth.Authorize(ctx, httpRequest.Header)
208 if err != nil {
209 return ModelResponse{}, fmt.Errorf("authorize model call: %w", err)
210 }
211
212 _, chatgpt := c.auth.(*ChatGPTAuth)
213 if chatgpt {
214 httpRequest.Header.Set("session_id", cacheKey)
215 }
216
217 start := time.Now()
218 record := ModelUsageRecord{
219 Date: start.Format(time.RFC3339Nano),
220 Model: request.Model,
221 }
222
223 if request.Node != nil {
224 record.Node = &[2]int{request.Node.level, request.Node.index}
225 }
226
227 record.Turn = request.Turn
228 record.Agent = request.Agent
229 response, err := c.send(httpRequest, &record)
230 if err != nil {
231 record.Error = err.Error()
232 }
233
234 record.Seconds = time.Since(start).Seconds()
235 record.InputTokens = response.Usage.Input
236 record.CachedTokens = response.Usage.Cached
237 record.OutputTokens = response.Usage.Output
238 record.TextBytes = len(response.Text)
239
240 return response, errors.Join(err, c.usage.Write(record))
241 }
242
243 // send makes the HTTP call and reads its stream. It puts the status and the
244 // quota headers into record.
245 func (c *ModelClient) send(httpRequest *http.Request, record *ModelUsageRecord) (response ModelResponse, err error) {
246 httpResponse, err := c.http.Do(httpRequest)
247 if err != nil {
248 return ModelResponse{}, fmt.Errorf("send model call: %w", err)
249 }
250
251 defer func() {
252 err = errors.Join(err, httpResponse.Body.Close())
253 }()
254
255 record.Status = httpResponse.StatusCode
256 record.Quota = modelQuotaHeaders(httpResponse.Header)
257 if httpResponse.StatusCode != http.StatusOK {
258 text, readErr := io.ReadAll(io.LimitReader(httpResponse.Body, modelErrorBytes))
259 err = fmt.Errorf("model call: HTTP %d: %s", httpResponse.StatusCode, strings.TrimSpace(string(text)))
260
261 return ModelResponse{}, errors.Join(err, readErr)
262 }
263
264 return modelReadStream(httpResponse.Body)
265 }
266
267 // ModelUsageLog appends one JSON line for each model call to usage.jsonl. Calls
268 // can run at once, so a mutex serializes the writes.
269 type ModelUsageLog struct {
270 mutex sync.Mutex
271 path string
272 }
273
274 // Write appends record to the file with one write.
275 func (u *ModelUsageLog) Write(record ModelUsageRecord) (err error) {
276 line, err := json.Marshal(record)
277 if err != nil {
278 return fmt.Errorf("encode usage: %w", err)
279 }
280
281 u.mutex.Lock()
282 defer u.mutex.Unlock()
283
284 file, err := os.OpenFile(u.path, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0o600)
285 if err != nil {
286 return fmt.Errorf("open usage file: %w", err)
287 }
288
289 defer func() {
290 err = errors.Join(err, file.Close())
291 }()
292
293 _, err = file.Write(append(line, '\n'))
294 if err != nil {
295 return fmt.Errorf("write usage: %w", err)
296 }
297
298 return nil
299 }
300
301 // ModelOutputItem holds the fields of an output item that give its text.
302 type ModelOutputItem struct {
303 Type string `json:"type"`
304 Content []struct {
305 Type string `json:"type"`
306 Text string `json:"text"`
307 } `json:"content"`
308 }
309
310 // ModelRequest is one model call. Input holds the input items in order, such as
311 // modelUserMessage values or output items of an earlier response. Node names
312 // the node that a compaction builds, or is nil. Turn names the request of a
313 // turn: first or next. Agent names the subagent that makes the call, or is
314 // empty for a call of the agent itself. Node, Turn, and Agent go to the usage
315 // file, never to the endpoint as fields. Agent also gives the call the cache
316 // key of its subagent.
317 type ModelRequest struct {
318 Model string
319 Effort string
320 Instructions string
321 Tools []ModelTool
322 Input []any
323 Node *NodeKey
324 Turn string
325 Agent string
326 }
327
328 // ModelResponse is the result of a model call. Output holds the output items as
329 // the endpoint sent them. Text is the text of the message items.
330 type ModelResponse struct {
331 Output []json.RawMessage
332 Text string
333 Usage ModelUsage
334 }
335
336 // ModelRequestBody is the JSON body of a call.
337 type ModelRequestBody struct {
338 Model string `json:"model"`
339 Instructions string `json:"instructions"`
340 Input []any `json:"input"`
341 Tools []ModelTool `json:"tools"`
342 Reasoning ModelReasoning `json:"reasoning"`
343 Store bool `json:"store"`
344 Stream bool `json:"stream"`
345 Include []string `json:"include"`
346 PromptCacheKey string `json:"prompt_cache_key"`
347 }
348
349 type ModelReasoning struct {
350 Effort string `json:"effort"`
351 }
352
353 // ModelUsageRecord is one line of usage.jsonl. Date is the start of the call,
354 // and Seconds its length. Node is the node [l, i] of a compaction. Status is
355 // the HTTP status, or 0 when no response came. TextBytes is the size of the
356 // text of the reply. Turn names the request of a turn. Agent names the subagent
357 // of the call. Quota holds the x-codex-* headers of the response, without the
358 // turn state.
359 type ModelUsageRecord struct {
360 Date string `json:"date"`
361 Seconds float64 `json:"seconds"`
362 Model string `json:"model"`
363 Node *[2]int `json:"node,omitempty"`
364 Turn string `json:"turn,omitempty"`
365 Agent string `json:"agent,omitempty"`
366 Status int `json:"status"`
367 InputTokens int `json:"input_tokens"`
368 CachedTokens int `json:"cached_tokens"`
369 OutputTokens int `json:"output_tokens"`
370 TextBytes int `json:"text_bytes"`
371 Quota map[string]string `json:"quota,omitempty"`
372 Error string `json:"error,omitempty"`
373 }
374
375 // ModelTool is the definition of a function tool.
376 type ModelTool struct {
377 Type string `json:"type"`
378 Name string `json:"name"`
379 Description string `json:"description"`
380 Parameters any `json:"parameters"`
381 Strict bool `json:"strict"`
382 }
383
384 // ModelUsage gives the token counts of a call. Cached is the part of the input
385 // tokens that came from the prompt cache.
386 type ModelUsage struct {
387 Input int
388 Cached int
389 Output int
390 }
391
392 // ModelStreamEvent holds the fields of the stream events that the client reads.
393 type ModelStreamEvent struct {
394 Type string `json:"type"`
395 Item json.RawMessage `json:"item"`
396 Response *ModelEventResponse `json:"response"`
397 Code string `json:"code"`
398 Message string `json:"message"`
399 }
400
401 type ModelEventResponse struct {
402 Output []json.RawMessage `json:"output"`
403 Usage *ModelWireUsage `json:"usage"`
404 Error *ModelWireError `json:"error"`
405 IncompleteDetails *struct {
406 Reason string `json:"reason"`
407 } `json:"incomplete_details"`
408 }
409
410 type ModelWireUsage struct {
411 InputTokens int `json:"input_tokens"`
412 OutputTokens int `json:"output_tokens"`
413 InputTokensDetails struct {
414 CachedTokens int `json:"cached_tokens"`
415 } `json:"input_tokens_details"`
416 }
417
418 type ModelWireError struct {
419 Code string `json:"code"`
420 Message string `json:"message"`
421 }
422
423 // modelQuotaHeaders returns the x-codex-* headers, with lowercase names,
424 // without the turn state.
425 func modelQuotaHeaders(header http.Header) map[string]string {
426 var quota map[string]string
427 for name, values := range header {
428 if !strings.HasPrefix(name, modelQuotaPrefix) || name == modelTurnStateHeader || len(values) == 0 {
429 continue
430 }
431
432 if quota == nil {
433 quota = make(map[string]string)
434 }
435
436 quota[strings.ToLower(name)] = values[0]
437 }
438
439 return quota
440 }
441
442 // modelReadStream reads the server-sent events of a call until the response
443 // completes. The output items come from the output_item.done events, or from
444 // the completed response when the stream sent none.
445 func modelReadStream(stream io.Reader) (ModelResponse, error) {
446 var response ModelResponse
447 reader := bufio.NewReader(stream)
448 var data bytes.Buffer
449 for {
450 line, err := reader.ReadBytes('\n')
451 if err != nil && !errors.Is(err, io.EOF) {
452 return response, fmt.Errorf("read event stream: %w", err)
453 }
454
455 line = bytes.TrimRight(line, "\r\n")
456 if len(line) > 0 {
457 value, found := bytes.CutPrefix(line, []byte("data:"))
458 if found {
459 data.Write(bytes.TrimPrefix(value, []byte(" ")))
460 data.WriteByte('\n')
461 }
462 } else if data.Len() > 0 {
463 done, eventErr := modelReadEvent(&response, data.Bytes())
464 data.Reset()
465 if eventErr != nil || done {
466 return response, eventErr
467 }
468 }
469
470 if errors.Is(err, io.EOF) {
471 return response, errors.New("event stream ended before the response completed")
472 }
473 }
474 }
475
476 // modelReadEvent adds one stream event to response, and tells if it ends the
477 // stream.
478 func modelReadEvent(response *ModelResponse, data []byte) (bool, error) {
479 var event ModelStreamEvent
480 err := json.Unmarshal(data, &event)
481 if err != nil {
482 return true, fmt.Errorf("decode stream event: %w", err)
483 }
484
485 switch event.Type {
486 case "response.output_item.done":
487 response.Output = append(response.Output, event.Item)
488 case "response.completed":
489 if event.Response == nil {
490 return true, errors.New("completed event without a response")
491 }
492
493 if len(response.Output) == 0 {
494 response.Output = event.Response.Output
495 }
496
497 if event.Response.Usage != nil {
498 response.Usage = ModelUsage{
499 Input: event.Response.Usage.InputTokens,
500 Cached: event.Response.Usage.InputTokensDetails.CachedTokens,
501 Output: event.Response.Usage.OutputTokens,
502 }
503 }
504
505 response.Text, err = modelOutputText(response.Output)
506
507 return true, err
508 case "response.incomplete":
509 reason := "unknown"
510 if event.Response != nil && event.Response.IncompleteDetails != nil {
511 reason = event.Response.IncompleteDetails.Reason
512 }
513
514 return true, fmt.Errorf("response incomplete: %s", reason)
515 case "response.failed":
516 message := "no details"
517 if event.Response != nil && event.Response.Error != nil {
518 message = event.Response.Error.Code + ": " + event.Response.Error.Message
519 }
520
521 return true, fmt.Errorf("response failed: %s", message)
522 case "error":
523 return true, fmt.Errorf("stream error: %s: %s", event.Code, event.Message)
524 }
525
526 return false, nil
527 }