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39 Commits

Author SHA1 Message Date
Kyle Schouviller
85b020f76c
[nodes] Add latent nodes, storage, and fix iteration bugs (#3091) 
* Add latents nodes.
* Fix iteration expansion.
* Add collection generator nodes, math nodes.
* Add noise node.
* Add some graph debug commands to the CLI.
* Fix negative id linking in CLI.
* Fix a CLI bug with multiple links per node.
 2023-04-06 04:06:05 +00:00
Kyle Schouviller
a7833cc9a9 [api] Add models router and list model API. 2023-04-05 23:59:07 -04:00
psychedelicious
aed9ecef2a feat(nodes): add thumbnail generation to DiskImageStorage 2023-04-05 08:22:23 +10:00
psychedelicious
ecdfa136a0 fix(nodes): fix typo in list_sessions handler 2023-04-04 00:34:32 +10:00
psychedelicious
77ba7359f4 fix(nodes): commit changes to db 2023-04-03 19:09:49 +10:00
Lincoln Stein
019a9f0329 address change requests in PR 
1. Prompt has changed to "invoke> ".
2. Function to initialize the autocompleter has been renamed "set_autocompleter()"
 2023-03-27 12:20:24 -04:00
Lincoln Stein
dc14701d20
Merge branch 'main' into feat/node-cli-autocompleter 2023-03-26 23:46:10 -04:00
psychedelicious
4221cf7731 fix(nodes): fix schema generation for output classes 
All output classes need to have their properties flagged as `required` for the schema generation to work as needed.
 2023-03-26 17:20:10 +11:00
psychedelicious
c34ac91ff0 fix(nodes): fix cancel; fix callback for img2img, inpaint 2023-03-26 17:07:40 +11:00
Kyle Schouviller
bd7e515290 [nodes] Add cancelation to the API 2023-03-26 15:47:32 +11:00
Lincoln Stein
9348161600 add basic autocomplete functionality to node cli 
- Commands, invocations and their parameters will now autocomplete
  using introspection.
- Two types of parameter *arguments* will also autocomplete:
  - --sampler_name  will autocomplete the scheduler name
  - --model will autocomplete the model name
- There don't seem to be commands for reading/writing image files yet, so
  path autocompletion is not implemented
 2023-03-26 00:24:27 -04:00
Lincoln Stein
dac3c158a5 Merge branch 'main' into feat/preview_predicted_x0 
- resolve conflicts with generate.py invocation
- remove unused symbols that pyflakes complains about
- add **untested** code for passing intermediate latent image to the
  step callback in the format expected.
 2023-03-25 16:07:18 -04:00
psychedelicious
67f8f222d9 fix(nodes): fix step_callback + fast latents generation 
this depends on the small change in #2957
 2023-03-16 20:03:08 +11:00
psychedelicious
5347c12fed fix(nodes): fix schema gen for GraphExecutionState 2023-03-16 20:03:08 +11:00
Kyle Schouviller
3021c78390 [nodes] Add Edge data type 2023-03-14 23:09:30 -07:00
Kyle Schouviller
0c3b1fe3c4 [nodes] Fixes calls into image to image and inpaint from nodes 2023-03-12 22:12:42 -07:00
Kevin Turner
288cee9611 Merge remote-tracking branch 'origin/main' into feat/preview_predicted_x0 
# Conflicts:
#	invokeai/app/invocations/generate.py
 2023-03-12 20:56:02 -07:00
Kyle Schouviller
24aca37538 Just set output value in node schemas. Don't use additionalProperties, which would impact the schema. 2023-03-12 20:40:29 -07:00
Kyle Schouviller
b853ceea65 [nodes-api] Fix API generation to correctly reference outputs 2023-03-12 20:03:26 -07:00
Lincoln Stein
74a480f94e add back static web directory 2023-03-11 21:23:41 -05:00
Lincoln Stein
10cbf99310 add TODO comments 2023-03-11 18:08:45 -05:00
Lincoln Stein
6a77634b34 remove unneeded generate initializer routines 2023-03-11 17:14:03 -05:00
Lincoln Stein
8ca91b1774 add restoration services to nodes 2023-03-11 17:00:00 -05:00
Lincoln Stein
580f9ecded simplify passing of config options 2023-03-11 11:32:57 -05:00
Lincoln Stein
c14241436b move ModelManager initialization into its own module and restore embedding support 2023-03-11 10:56:53 -05:00
Lincoln Stein
d612f11c11 initialize InvokeAIGenerator object with model, not manager 2023-03-11 09:06:46 -05:00
Lincoln Stein
95954188b2 remove factory pattern 
Factory pattern is now removed. Typical usage of the InvokeAIGenerator is now:

```
from invokeai.backend.generator import (
    InvokeAIGeneratorBasicParams,
    Txt2Img,
    Img2Img,
    Inpaint,
)
    params = InvokeAIGeneratorBasicParams(
        model_name = 'stable-diffusion-1.5',
        steps = 30,
        scheduler = 'k_lms',
        cfg_scale = 8.0,
        height = 640,
        width = 640
        )
    print ('=== TXT2IMG TEST ===')
    txt2img = Txt2Img(manager, params)
    outputs = txt2img.generate(prompt='banana sushi', iterations=2)

    for i in outputs:
        print(f'image={output.image}, seed={output.seed}, model={output.params.model_name}, hash={output.model_hash}, steps={output.params.steps}')
```

The `params` argument is optional, so if you wish to accept default
parameters and selectively override them, just do this:

```
    outputs = Txt2Img(manager).generate(prompt='banana sushi',
                                        steps=50,
					scheduler='k_heun',
					model_name='stable-diffusion-2.1'
					)
```
 2023-03-10 19:33:04 -05:00
Kevin Turner
fe6858f2d9 feat: use the predicted denoised image for previews 
Some schedulers report not only the noisy latents at the current timestep,
but also their estimate so far of what the de-noised latents will be.

It makes for a more legible preview than the noisy latents do.
 2023-03-09 20:28:06 -08:00
Lincoln Stein
cde0b6ae8d
Merge branch 'main' into refactor/nodes-on-generator 2023-03-09 01:52:45 -05:00
Lincoln Stein
5d37fa6e36 node-based txt2img working without generate 2023-03-09 00:18:29 -05:00
Kyle Schouviller
8a6473610b [cli] Execute commands in-order with nodes 2023-03-08 19:25:03 -08:00
Lincoln Stein
bf5831faa3
Merge branch 'main' into kyle/cli_commands 2023-03-06 08:52:38 -05:00
Kyle Schouviller
ebc4b52f41 [cli] Update CLI to define commands as Pydantic objects 2023-03-04 14:46:02 -08:00
Jonathan
eab32bce6c
Merge branch 'main' into bugfix/fix-scripts 2023-03-04 13:19:02 -06:00
Lincoln Stein
bdc7b8b75a fix broken scripts 
This PR fixes the following scripts:

1) Scripts that can be executed within the repo's scripts directory.
   Note that these are for development testing and are not intended
   to be exposed to the user.

   configure_invokeai.py - configuration
   dream.py              - the legacy CLI
   images2prompt.py      - legacy "dream prompt" retriever
   invoke-new.py         - new nodes-based CLI
   invoke.py             - the legacy CLI under another name
   make_models_markdown_table.py - a utility used during the release/doc process
   pypi_helper.py        - another utility used during the release process
   sd-metadata.py        - retrieve JSON-formatted metadata from a PNG file

2) Scripts that are installed by pip install. They get placed into the venv's
   PATH and are intended to be the official entry points:

   invokeai-node-cli      - new nodes-based CLI
   invokeai-node-web      - new nodes-based web server
   invokeai               - legacy CLI
   invokeai-configure     - install time configuration script
   invokeai-merge         - model merging script
   invokeai-ti            - textual inversion script
   invokeai-model-install - model installer
   invokeai-update        - update script
   invokeai-metadata"     - retrieve JSON-formatted metadata from PNG files
 2023-03-03 20:19:37 -05:00
Lincoln Stein
ab35c241c2 protect invocations against black autoformatting 2023-03-03 15:25:08 -05:00
Lincoln Stein
6477e31c1e revert and disable auto-formatting of invocations 2023-03-03 14:59:17 -05:00
Lincoln Stein
60a98cacef all vestiges of ldm.invoke removed 2023-03-03 01:02:00 -05:00
Lincoln Stein
6a990565ff all files migrated; tweaks needed 2023-03-03 00:02:15 -05:00