README.md

@@ -272,17 +272,30 @@ tr, err := tm.Transcribe(ctx, audio.TranscriptionRequest{
 voices, err := ls.ListVoices(ctx, "kokoro") // []string of voice ids
 ```
 
-## Video: text-to-video + image-to-video
+## Video: text-to-video, image-to-video, first-last-frame
 
 Video generation lives in the `videogen` package (ADR-0019), mirroring
 imagegen/audio: one small `Model` contract, zero values mean backend
-defaults, bytes in/out. Text-to-video and image-to-video are one surface —
-a nil `InitImage` is a pure text prompt; setting it conditions generation
-on that frame (hybrid checkpoints like Wan 2.2 TI2V serve both). First
-backend: llama-swap (blocking `/v1/videos/sync`, vLLM-Omni style — the
+defaults, bytes in/out. All modes are one surface, selected by which
+keyframes are set rather than by a mode flag:
+
+| `InitImage` | `LastImage` | mode |
+|---|---|---|
+| nil | nil | text-to-video |
+| set | nil | image-to-video (hybrid checkpoints like Wan 2.2 TI2V serve both) |
+| set | set | first-last-frame — both ends pinned |
+| nil | set | pin the destination, model invents the approach |
+
+First backend: llama-swap (blocking `/v1/videos/sync`, vLLM-Omni style — the
 response body is the encoded clip, so `Result` carries a single `Video`).
 Generation runs for minutes; bound the call with a context deadline.
 
+**`LastImage` support is per-model and cannot be detected.** A backend that
+does not understand a trailing keyframe ignores the part and returns an
+ordinary clip — indistinguishable from success. There is no capability bit,
+because the contract has no way to learn one, so a caller depending on the
+pin must establish support out of band.
+
 ```go
 vm, _ := ls.VideoModel("videogen-wan22-5b")
 res, err := vm.Generate(ctx, videogen.Request{Prompt: "a cat surfing"},

provider/llamaswap/faceswap.go

@@ -207,10 +207,12 @@ func parseSwapReport(header string) []imagegen.SwappedFace {
 // imageFilename picks a multipart filename for an image part. The shim reads
 // bytes, not names, but a plausible extension keeps server-side sniffing and
 // request logs honest. base distinguishes the parts of a multi-file form
-// ("target"/"source") so a log line says which one was malformed.
+// ("target"/"source", "frame"/"frame_last") so a log line says which one was
+// malformed — and, for the video keyframes, so a backend that stages uploads
+// by filename cannot have the second overwrite the first.
 //
-// initImageFilename (video.go) is this function with base fixed to "frame"
-// and delegates here — two copies of one extension table is how they drift.
+// Every caller routes through here: two copies of one extension table is how
+// they drift.
 func imageFilename(mimeType, base string) string {
 	if base == "" {
 		base = "image"

provider/llamaswap/lipsync.go

@@ -56,7 +56,7 @@ func (m *lipsyncModel) Lipsync(ctx context.Context, req videogen.LipsyncRequest,
 	// hand (mirrors videoModel.Generate).
 	var buf bytes.Buffer
 	w := multipart.NewWriter(&buf)
-	fw, err := w.CreateFormFile("image", initImageFilename(req.Image.MIME))
+	fw, err := w.CreateFormFile("image", imageFilename(req.Image.MIME, "frame"))
 	if err != nil {
 		return nil, fmt.Errorf("llama-swap: build lipsync form: %w", err)
 	}

provider/llamaswap/video.go

@@ -38,10 +38,13 @@ type videoModel struct {
 // bound the call with a context deadline.
 //
 // Parameter names follow vLLM-Omni's videos API (num_frames, fps,
-// num_inference_steps, guidance_scale); the conditioning frame is sent as an
-// `input_reference` file part, following OpenAI's videos API. Upstreams
+// num_inference_steps, guidance_scale); the leading conditioning frame is sent
+// as an `input_reference` file part, following OpenAI's videos API, and a
+// trailing keyframe (Request.LastImage) as `input_reference_last`. Upstreams
 // ignore fields they don't understand, and optional fields stay off the wire
-// entirely so the model's own defaults apply.
+// entirely so the model's own defaults apply — which is also why a backend
+// without first-last-frame support returns an ordinary clip here rather than
+// an error.
 func (m *videoModel) Generate(ctx context.Context, req videogen.Request, opts ...videogen.Option) (*videogen.Result, error) {
 	req = req.Apply(opts...)
 	if strings.TrimSpace(req.Prompt) == "" {
@@ -56,6 +59,9 @@ func (m *videoModel) Generate(ctx context.Context, req videogen.Request, opts ..
 	if req.InitImage != nil && len(req.InitImage.Data) == 0 {
 		return nil, fmt.Errorf("%w: video init image has no bytes", llm.ErrUnsupported)
 	}
+	if req.LastImage != nil && len(req.LastImage.Data) == 0 {
+		return nil, fmt.Errorf("%w: video last image has no bytes", llm.ErrUnsupported)
+	}
 	width, height, err := parseSize(req.Size)
 	if err != nil {
 		return nil, fmt.Errorf("%w: %v", llm.ErrUnsupported, err)
@@ -83,12 +89,19 @@ func (m *videoModel) Generate(ctx context.Context, req videogen.Request, opts ..
 		return nil, err
 	}
 	if req.InitImage != nil {
-		fw, err := w.CreateFormFile("input_reference", initImageFilename(req.InitImage.MIME))
-		if err != nil {
-			return nil, fmt.Errorf("llama-swap: build video form: %w", err)
+		if err := writeImagePart(w, "input_reference", "frame", req.InitImage); err != nil {
+			return nil, err
 		}
-		if _, err := fw.Write(req.InitImage.Data); err != nil {
-			return nil, fmt.Errorf("llama-swap: build video form: %w", err)
+	}
+	// The trailing keyframe rides a SEPARATE part rather than a second
+	// `input_reference`: multipart permits repeated names, but the receiving
+	// end would then have to rely on part ORDER to tell first from last, and
+	// an ordering contract that is invisible in the field name is one nobody
+	// can see they have broken. A backend that does not know the name ignores
+	// the part, which is the same degradation as any other unknown field.
+	if req.LastImage != nil {
+		if err := writeImagePart(w, "input_reference_last", "frame_last", req.LastImage); err != nil {
+			return nil, err
 		}
 	}
 	if err := w.Close(); err != nil {
@@ -134,11 +147,27 @@ func singleVideoResult(provider, model, verb string, raw []byte, contentType str
 	return &videogen.Result{Video: videogen.Video{Data: raw, MIME: mimeType}}, nil
 }
 
-// initImageFilename picks the multipart filename hint for the conditioning
-// frame from its MIME subtype. The name is provider-chosen (never
-// caller-supplied), so no sanitization is needed.
-func initImageFilename(mimeType string) string {
-	return imageFilename(mimeType, "frame")
+// writeImagePart attaches one conditioning frame under the given field name,
+// with a filename derived from nameStem. Shared by the first- and last-frame
+// parts so the two cannot drift in how they encode, which is the usual way a
+// second copy of a block goes wrong.
+//
+// The two frames MUST carry DISTINCT filenames, not merely distinct field
+// names. Backends commonly stage an uploaded frame under a name derived from
+// the filename — our own ComfyUI shim posts to /upload/image with
+// overwrite=true — so two parts sharing "frame.png" would have the second
+// clobber the first, and BOTH keyframe inputs would then resolve to the same
+// stored image. The clip would render clean, pinned at both ends to the same
+// frame, with nothing anywhere reporting a problem.
+func writeImagePart(w *multipart.Writer, field, nameStem string, img *videogen.Image) error {
+	fw, err := w.CreateFormFile(field, imageFilename(img.MIME, nameStem))
+	if err != nil {
+		return fmt.Errorf("llama-swap: build video form: %w", err)
+	}
+	if _, err := fw.Write(img.Data); err != nil {
+		return fmt.Errorf("llama-swap: build video form: %w", err)
+	}
+	return nil
 }
 
 // formatInt renders an optional int pointer for a form field; nil = "" (omit).

provider/llamaswap/video_test.go

@@ -223,3 +223,134 @@ func TestVideoGenerateNonVideoBodyErrors(t *testing.T) {
 		t.Errorf("message = %q, want mention of non-video body", apiErr.Message)
 	}
 }
+
+// Both keyframes reach the wire, under DISTINCT field names.
+//
+// The distinct-name property is the actual contract with the backend shim: the
+// two frames could have shared one repeated `input_reference` name, and then
+// which is first and which is last would depend on multipart part ORDER — an
+// ordering contract invisible in the payload, that nothing would notice
+// breaking. Asserting the names is what pins it.
+func TestVideoGenerateSendsBothKeyframes(t *testing.T) {
+	var gotFirst, gotLast []byte
+	var firstName, lastName string
+	var sawLastPart bool
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if err := r.ParseMultipartForm(32 << 20); err != nil {
+			t.Errorf("parse form: %v", err)
+			return
+		}
+		if f, hdr, err := r.FormFile("input_reference"); err == nil {
+			gotFirst, _ = io.ReadAll(f)
+			firstName = hdr.Filename
+			f.Close()
+		}
+		if f, hdr, err := r.FormFile("input_reference_last"); err == nil {
+			sawLastPart = true
+			gotLast, _ = io.ReadAll(f)
+			lastName = hdr.Filename
+			f.Close()
+		}
+		w.Header().Set("Content-Type", "video/mp4")
+		_, _ = w.Write([]byte("fake-mp4-bytes"))
+	}))
+	defer srv.Close()
+
+	p := New(WithBaseURL(srv.URL), WithHTTPClient(srv.Client()))
+	vm, err := p.VideoModel("videogen-minimax-h3")
+	if err != nil {
+		t.Fatalf("VideoModel: %v", err)
+	}
+
+	first, _ := base64.StdEncoding.DecodeString(onePixelPNG)
+	last := append(append([]byte{}, first...), 0x00) // distinguishable from first
+
+	if _, err := vm.Generate(context.Background(), videogen.Request{
+		Prompt:    "a cat surfing",
+		InitImage: &videogen.Image{MIME: "image/png", Data: first},
+		LastImage: &videogen.Image{MIME: "image/png", Data: last},
+	}); err != nil {
+		t.Fatalf("Generate: %v", err)
+	}
+
+	if !sawLastPart {
+		t.Fatal("input_reference_last was not sent — a pinned end frame would be silently dropped")
+	}
+	if string(gotFirst) != string(first) {
+		t.Errorf("input_reference = %d bytes, want %d", len(gotFirst), len(first))
+	}
+	if string(gotLast) != string(last) {
+		t.Errorf("input_reference_last = %d bytes, want %d", len(gotLast), len(last))
+	}
+	// The two must not be the same bytes, or a swap/aliasing bug reads as a pass.
+	if string(gotFirst) == string(gotLast) {
+		t.Error("both parts carry identical bytes — the frames are being aliased")
+	}
+	// DISTINCT FILENAMES, not just distinct field names. Backends stage an
+	// uploaded frame under a name derived from the filename (our ComfyUI shim
+	// posts to /upload/image with overwrite=true), so two parts sharing
+	// "frame.png" would have the second clobber the first and BOTH keyframes
+	// would resolve to the same stored image — a clip pinned at both ends to
+	// the same frame, rendering cleanly with nothing reporting a fault.
+	if firstName == "" || lastName == "" {
+		t.Fatalf("filenames = %q / %q, want both set", firstName, lastName)
+	}
+	if firstName == lastName {
+		t.Errorf("both parts use filename %q — the second upload would clobber the first", firstName)
+	}
+}
+
+// LastImage alone (no InitImage) is a legitimate request: pin the destination
+// and let the model invent the approach. It must not require a first frame.
+func TestVideoGenerateLastImageAloneIsAllowed(t *testing.T) {
+	var sawFirst, sawLast bool
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if err := r.ParseMultipartForm(32 << 20); err != nil {
+			t.Errorf("parse form: %v", err)
+			return
+		}
+		if f, _, err := r.FormFile("input_reference"); err == nil {
+			sawFirst = true
+			f.Close()
+		}
+		if f, _, err := r.FormFile("input_reference_last"); err == nil {
+			sawLast = true
+			f.Close()
+		}
+		w.Header().Set("Content-Type", "video/mp4")
+		_, _ = w.Write([]byte("fake-mp4-bytes"))
+	}))
+	defer srv.Close()
+
+	p := New(WithBaseURL(srv.URL), WithHTTPClient(srv.Client()))
+	vm, _ := p.VideoModel("videogen-minimax-h3")
+	frame, _ := base64.StdEncoding.DecodeString(onePixelPNG)
+
+	if _, err := vm.Generate(context.Background(),
+		videogen.Request{Prompt: "arrive here"},
+		videogen.WithLastImage(videogen.Image{MIME: "image/png", Data: frame}),
+	); err != nil {
+		t.Fatalf("Generate: %v", err)
+	}
+	if sawFirst {
+		t.Error("input_reference sent, want omitted")
+	}
+	if !sawLast {
+		t.Error("input_reference_last omitted, want sent")
+	}
+}
+
+// An empty LastImage is rejected before the request is built, matching
+// InitImage's existing contract — a zero-byte frame reaching the backend is a
+// confusing upstream error instead of a clear local one.
+func TestVideoGenerateRejectsEmptyLastImage(t *testing.T) {
+	p := New(WithBaseURL("http://unused"))
+	vm, _ := p.VideoModel("videogen-minimax-h3")
+	_, err := vm.Generate(context.Background(), videogen.Request{
+		Prompt:    "x",
+		LastImage: &videogen.Image{MIME: "image/png"},
+	})
+	if !errors.Is(err, llm.ErrUnsupported) {
+		t.Fatalf("err = %v, want llm.ErrUnsupported", err)
+	}
+}

videogen/videogen.go

@@ -12,6 +12,8 @@
 // InitImage is a pure text prompt, a non-nil InitImage conditions generation
 // on that frame. Hybrid models (e.g. Wan 2.2 TI2V) serve both from the same
 // checkpoint, so unlike imagegen there is no separate Editor-style interface.
+// LastImage extends the same surface to the other end of the clip, so one
+// Request covers t2v, i2v, and first-last-frame-to-video without a mode flag.
 //
 // The first implementation is provider/llamaswap, which targets the blocking
 // OpenAI/vLLM-Omni-style POST /v1/videos/sync endpoint: the response body is
@@ -51,6 +53,19 @@ type Request struct {
 	// nil = pure text-to-video.
 	InitImage *Image
 
+	// LastImage conditions generation on an ENDING frame. With InitImage it
+	// pins both ends (first-last-frame-to-video); alone it pins only the
+	// destination and lets the backend invent the approach.
+	//
+	// Support is per-model and NOT advertised anywhere in this contract: a
+	// backend that does not understand a trailing keyframe ignores it and
+	// returns an ordinary clip, which is indistinguishable from success.
+	// There is no capability bit to consult, because the contract has no way
+	// to learn one. A caller that needs to know whether the pin actually took
+	// effect must establish that out of band — by configuration it controls,
+	// not by inspecting the result.
+	LastImage *Image
+
 	// Size is the requested resolution, e.g. "1280x704"; "" = backend default.
 	Size string
 
@@ -92,6 +107,10 @@ type Option func(*Request)
 // WithInitImage conditions generation on a starting frame (image-to-video).
 func WithInitImage(img Image) Option { return func(r *Request) { r.InitImage = &img } }
 
+// WithLastImage conditions generation on an ending frame. Combined with
+// WithInitImage this pins both ends of the clip.
+func WithLastImage(img Image) Option { return func(r *Request) { r.LastImage = &img } }
+
 // WithSize sets the requested resolution (e.g. "1280x704").
 func WithSize(size string) Option { return func(r *Request) { r.Size = size } }