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Write4All

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Jaume commited on Apr 10, 2024

Commit

ee6d38b

1 Parent(s): 1024ec8

refactoring

Browse files

Files changed (10) hide show

.gitattributes +1 -0
README.md +18 -2
app.py +30 -149
notebooks/examples.ipynb +0 -0
poetry.lock +682 -1
pyproject.toml +2 -0
review.py +145 -0
static/images/crosses.jpg +3 -0
static/images/elephants.jpg +3 -0
static/intro.md +3 -1

.gitattributes CHANGED Viewed

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 *.png filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 *.png filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

README.md CHANGED Viewed

@@ -10,16 +10,32 @@ pinned: true
 license: mit
 ---
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 ## Running the app
 ```bash
-poetry install
 poetry run gradio app.py
 ```
 Update the requirements.txt file with the following command:
 ```bash
 poetry export --without-hashes --without dev -f requirements.txt -o requirements.txt

 license: mit
 ---
+# ✅ Write4All
+In a world where diversity and inclusivity are essential, crafting content that resonates with everyone can be a challenge. With ✅ Write4All I hope making the world more inclusive, one word and image at a time.
+## Requirements
+- Python 3.10+
+- Poetry
+- Gemini API key
+## Installation
+```bash
+pip install poetry
+```
 ## Running the app
 ```bash
+export GEMINI_API_KEY=your_api_key_here
 poetry run gradio app.py
 ```
+## Development
+Huggingface spaces require the `requirements.txt` file to be updated with the latest dependencies.
 Update the requirements.txt file with the following command:
 ```bash
 poetry export --without-hashes --without dev -f requirements.txt -o requirements.txt

app.py CHANGED Viewed

@@ -1,130 +1,7 @@
 import re
-import os
 import gradio as gr
-import json
-from functools import cache
-import google.generativeai as genai
-try:
-    from dotenv import load_dotenv
-    load_dotenv()
-except:
-    pass
-generation_config = {
-    "temperature": 0.9,  # Temperature of the sampling distribution
-    "top_p": 1,  # Probability of sampling from the top p tokens
-    "top_k": 1,  # Number of top tokens to sample from
-    "max_output_tokens": 2048,
-}
-safety_settings = [
-    {"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"},
-    {"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_NONE"},
-    {"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_NONE"},
-    {"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_ONLY_HIGH"},
-]
-genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
-text_model = genai.GenerativeModel(
-    model_name="gemini-1.0-pro",
-    generation_config=generation_config,
-    safety_settings=safety_settings,
-)
-vision_model = genai.GenerativeModel(
-    "gemini-pro-vision",
-    generation_config=generation_config,
-    safety_settings=safety_settings,
-)
-@cache
-def get_file(path: str) -> str:
-    with open(path) as f:
-        return f.read()
-def fix_json(json_str: str) -> str:
-    template = get_file("templates/prompt_json_fix.txt")
-    prompt = template.format(json=json_str)
-    response = text_model.generate_content(prompt).text
-    return response.split("```json")[1].split("```")[0]
-def get_json_content(response: str) -> dict:
-    print(response)
-    if "```json" not in response:
-        return []
-    raw_json = response.split("```json")[1].split("```")[0]
-    try:
-        return json.loads(raw_json)
-    except json.JSONDecodeError as e:
-        print(e)
-        new_json = fix_json(raw_json)
-        print(new_json)
-        return json.loads(new_json)
-def review_text(text: str) -> list[dict]:
-    template = get_file("templates/prompt_v1.txt")
-    try:
-        response = text_model.generate_content(template.format(text=text)).text
-    except ValueError as e:
-        print(e)
-        raise ValueError(
-            f"Error while getting answer from the model, make sure the content isn't offensive or dangerous."
-        )
-    return get_json_content(response)
-def review_image(image) -> list[dict]:
-    prompt = get_file("templates/prompt_image_v1.txt")
-    try:
-        response = vision_model.generate_content([prompt, image]).text
-    except ValueError as e:
-        print(e)
-        message = "Error while getting answer from the model, make sure the content isn't offensive or dangerous. Please try again or change the prompt."
-        gr.Error(message)
-        raise ValueError(message)
-    return response
-def html_title(title: str) -> str:
-    return f"<h1>{title}</h1>"
-def apply_review(text: str, review: list[dict]) -> str:
-    output = ""
-    review = sorted(review, key=lambda x: x["start_char"])
-    last_end = 0
-    for entity in review:
-        starts = [
-            m.start() + last_end
-            for m in re.finditer(entity["term"].lower(), text[last_end:].lower())
-        ]
-        if len(starts) > 0:
-            start = starts[0]
-            end = start + len(entity["term"])
-            output += text[last_end:start]
-            output += get_file("templates/correction.html").format(
-                term=text[start:end], fix=entity["fix"], kind=entity["type"]
-            )
-            last_end = end
-    output += text[last_end:]
-    return f"<pre style='white-space: pre-wrap;'>{output}</pre>"
-def review_table_summary(review: list[dict]) -> str:
-    table = "<table><tr><th>Term</th><th>Fix</th><th>Type</th><th>Reason</th></tr>"
-    for entity in review:
-        table += f"<tr><td>{entity['term']}</td><td>{entity['fix']}</td><td>{entity['type']}</td><td>{entity.get('reason', '-')}</td></tr>"
-    table += "</table>"
-    return table
 def format_entities(text: str, review: list[dict]) -> list[dict]:
     entities = []
@@ -146,41 +23,45 @@ def format_entities(text: str, review: list[dict]) -> list[dict]:
     return entities
-def process_text(text):
-    review = review_text(text)
-    if len(review) == 0:
-        return html_title("No issues found in the text 🎉🎉🎉")
-    return (
-        html_title("Reviewed text")
-        + apply_review(text, review)
-        + html_title("Explanation")
-        + review_table_summary(review)
-    )
-def process_image(image):
-    print(image)
-    return review_image(image)
 text_ui = gr.Interface(
     fn=process_text,
-    inputs=["text"],
     outputs=[gr.HTML(label="Revision")],
     examples=[
-        "The whitelist is incomplete.",
-        "There's not enough manpower to deliver the project",
-        "This has never happened in the history of mankind!",
-        "El hombre desciende del mono.",
-        "Els homes són animals",
     ],
 )
 image_ui = gr.Interface(
     fn=process_image,
-    inputs=gr.Image(sources=["upload", "clipboard"], type="pil"),
     outputs=["markdown"],
-    examples=["static/images/CEOs.png", "static/images/meat_grid.png"],
 )
 with gr.Blocks() as demo:

 import re
 import gradio as gr
+from review import process_text, process_image, get_file
 def format_entities(text: str, review: list[dict]) -> list[dict]:
     entities = []
     return entities
 text_ui = gr.Interface(
     fn=process_text,
+    inputs=[
+        gr.Dropdown(
+            ["Gemini 1.0 Pro", "Gemini 1.5 Pro (latest)"],
+            label="Model",
+            value="Gemini 1.0 Pro",
+            scale=1,
+        ),
+        gr.Textbox(lines=5, label="Text", scale=4),
+    ],
     outputs=[gr.HTML(label="Revision")],
     examples=[
+        ["Gemini 1.0 Pro", "The whitelist is incomplete."],
+        ["Gemini 1.0 Pro", "There's not enough manpower to deliver the project"],
+        ["Gemini 1.0 Pro", "This has never happened in the history of mankind!"],
+        ["Gemini 1.0 Pro", "El hombre desciende del mono."],
+        ["Gemini 1.0 Pro", "Els homes són animals"],
     ],
 )
 image_ui = gr.Interface(
     fn=process_image,
+    inputs=[
+        gr.Dropdown(
+            ["Gemini 1.0 Pro Vision", "Gemini 1.5 Pro (latest)"],
+            label="Model",
+            value="Gemini 1.0 Pro Vision",
+            scale=1,
+        ),
+        gr.Image(sources=["upload", "clipboard"], type="pil"),
+    ],
     outputs=["markdown"],
+    examples=[
+        ["Gemini 1.0 Pro Vision", "static/images/CEOs.png"],
+        ["Gemini 1.0 Pro Vision", "static/images/meat_grid.png"],
+        ["Gemini 1.0 Pro Vision", "static/images/elephants.png"],
+        ["Gemini 1.0 Pro Vision", "static/images/crosses.png"],
+    ],
 )
 with gr.Blocks() as demo:

notebooks/examples.ipynb ADDED Viewed

The diff for this file is too large to render. See raw diff

poetry.lock CHANGED Viewed

@@ -69,6 +69,35 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -110,6 +139,70 @@ files = [
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -234,6 +327,23 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 [[package]]
 name = "contourpy"
 version = "1.2.1"
@@ -312,6 +422,48 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
@@ -326,6 +478,20 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]
 [[package]]
 name = "fastapi"
 version = "0.110.1"
@@ -839,6 +1005,117 @@ files = [
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 [[package]]
 name = "jinja2"
 version = "3.1.3"
@@ -891,6 +1168,59 @@ files = [
 [package.dependencies]
 referencing = ">=0.31.0"
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
@@ -1145,6 +1475,20 @@ pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -1156,6 +1500,17 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1345,6 +1700,35 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 [[package]]
 name = "pillow"
 version = "10.3.0"
@@ -1431,6 +1815,35 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 typing = ["typing-extensions"]
 xmp = ["defusedxml"]
 [[package]]
 name = "proto-plus"
 version = "1.23.0"
@@ -1468,6 +1881,59 @@ files = [
     {file = "protobuf-4.25.3.tar.gz", hash = "sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c"},
 ]
 [[package]]
 name = "pyasn1"
 version = "0.6.0"
@@ -1493,6 +1959,17 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.7.0"
 [[package]]
 name = "pydantic"
 version = "2.6.4"
@@ -1696,6 +2173,29 @@ files = [
     {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
 ]
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
@@ -1755,6 +2255,111 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 [[package]]
 name = "referencing"
 version = "0.34.0"
@@ -2005,6 +2610,25 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 [[package]]
 name = "starlette"
 version = "0.37.2"
@@ -2044,6 +2668,26 @@ files = [
     {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
 ]
 [[package]]
 name = "tqdm"
 version = "4.66.2"
@@ -2064,6 +2708,21 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 [[package]]
 name = "typer"
 version = "0.12.0"
@@ -2172,6 +2831,17 @@ typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 [package.extras]
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 [[package]]
 name = "websockets"
 version = "11.0.3"
@@ -2251,7 +2921,18 @@ files = [
     {file = "websockets-11.0.3.tar.gz", hash = "sha256:88fc51d9a26b10fc331be344f1781224a375b78488fc343620184e95a4b27016"},
 ]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "33d8960ca2a2c2dacc1c34ccd5b1a781a1a3350d1670829e0fbc5aa193bf4bc2"

 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+]
+[package.dependencies]
+six = ">=1.12.0"
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 [[package]]
 name = "attrs"
 version = "23.2.0"
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
+[[package]]
+name = "cffi"
+version = "1.16.0"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
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+    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
+    {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
+    {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
+    {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
+]
 [[package]]
 name = "tqdm"
 version = "4.66.2"
 slack = ["slack-sdk"]
 telegram = ["requests"]
+[[package]]
+name = "traitlets"
+version = "5.14.2"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
+    {file = "traitlets-5.14.2.tar.gz", hash = "sha256:8cdd83c040dab7d1dee822678e5f5d100b514f7b72b01615b26fc5718916fdf9"},
+]
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.1)", "pytest-mock", "pytest-mypy-testing"]
 [[package]]
 name = "typer"
 version = "0.12.0"
 [package.extras]
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
 [[package]]
 name = "websockets"
 version = "11.0.3"
     {file = "websockets-11.0.3.tar.gz", hash = "sha256:88fc51d9a26b10fc331be344f1781224a375b78488fc343620184e95a4b27016"},
 ]
+[[package]]
+name = "widgetsnbextension"
+version = "4.0.10"
+description = "Jupyter interactive widgets for Jupyter Notebook"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "widgetsnbextension-4.0.10-py3-none-any.whl", hash = "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"},
+    {file = "widgetsnbextension-4.0.10.tar.gz", hash = "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f"},
+]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
+content-hash = "bbc41496378ec896b141e16fd2a42500c0d72f6911f3e9f1c451fc2e17570aca"

pyproject.toml CHANGED Viewed

@@ -13,6 +13,8 @@ google-generativeai = "^0.4.1"
 [tool.poetry.group.dev.dependencies]
 python-dotenv = "^1.0.1"
 [build-system]
 requires = ["poetry-core"]

 [tool.poetry.group.dev.dependencies]
 python-dotenv = "^1.0.1"
+ipykernel = "^6.29.4"
+ipywidgets = "^8.1.2"
 [build-system]
 requires = ["poetry-core"]

review.py ADDED Viewed

	@@ -0,0 +1,145 @@

+import json
+import os
+import re
+from functools import cache
+import google.generativeai as genai
+try:
+    from dotenv import load_dotenv
+    load_dotenv()
+except:
+    pass
+generation_config = {
+    "temperature": 0.9,  # Temperature of the sampling distribution
+    "top_p": 1,  # Probability of sampling from the top p tokens
+    "top_k": 1,  # Number of top tokens to sample from
+    "max_output_tokens": 2048,
+}
+safety_settings = [
+    {"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"},
+    {"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_NONE"},
+    {"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_NONE"},
+    {"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_ONLY_HIGH"},
+]
+gemini_1_0 = genai.GenerativeModel(
+    model_name="gemini-1.0-pro",
+    generation_config=generation_config,
+    safety_settings=safety_settings,
+)
+gemini_1_5 = genai.GenerativeModel(
+    model_name="gemini-1.5-pro-latest",
+    generation_config=generation_config,
+    safety_settings=safety_settings,
+)
+gemini_1_0_vision = genai.GenerativeModel(
+    "gemini-pro-vision",
+    generation_config=generation_config,
+    safety_settings=safety_settings,
+)
+genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
+@cache
+def get_file(relative_path: str) -> str:
+    current_path = os.path.dirname(os.path.abspath(__file__))
+    full_path = os.path.join(current_path, relative_path)
+    with open(full_path) as f:
+        return f.read()
+def fix_json(json_str: str) -> str:
+    template = get_file("templates/prompt_json_fix.txt")
+    prompt = template.format(json=json_str)
+    response = gemini_1_0.generate_content(prompt).text
+    return response.split("```json")[1].split("```")[0]
+def get_json_content(response: str) -> dict:
+    if "```json" not in response:
+        return []
+    raw_json = response.split("```json")[1].split("```")[0]
+    try:
+        return json.loads(raw_json)
+    except json.JSONDecodeError as e:
+        print(e)
+        new_json = fix_json(raw_json)
+        print(new_json)
+        return json.loads(new_json)
+def html_title(title: str) -> str:
+    return f"<h1>{title}</h1>"
+def apply_review(text: str, review: list[dict]) -> str:
+    output = ""
+    review = sorted(review, key=lambda x: x["start_char"])
+    last_end = 0
+    for entity in review:
+        starts = [
+            m.start() + last_end
+            for m in re.finditer(entity["term"].lower(), text[last_end:].lower())
+        ]
+        if len(starts) > 0:
+            start = starts[0]
+            end = start + len(entity["term"])
+            output += text[last_end:start]
+            output += get_file("templates/correction.html").format(
+                term=text[start:end], fix=entity["fix"], kind=entity["type"]
+            )
+            last_end = end
+    output += text[last_end:]
+    return f"<pre style='white-space: pre-wrap;'>{output}</pre>"
+def review_table_summary(review: list[dict]) -> str:
+    table = "<table><tr><th>Term</th><th>Fix</th><th>Type</th><th>Reason</th></tr>"
+    for entity in review:
+        table += f"<tr><td>{entity['term']}</td><td>{entity['fix']}</td><td>{entity['type']}</td><td>{entity.get('reason', '-')}</td></tr>"
+    table += "</table>"
+    return table
+def review_text(text: str, text_model: genai.GenerativeModel) -> list[dict]:
+    template = get_file("templates/prompt_v1.txt")
+    try:
+        response = text_model.generate_content(template.format(text=text)).text
+    except ValueError as e:
+        print(e)
+        raise ValueError(
+            f"Error while getting answer from the model, make sure the content isn't offensive or dangerous."
+        )
+    return get_json_content(response)
+def process_text(model: str, text: str) -> str:
+    text_model = gemini_1_0 if model == "Gemini 1.0 Pro" else gemini_1_5
+    review = review_text(text, text_model)
+    if len(review) == 0:
+        return html_title("No issues found in the text 🎉🎉🎉")
+    return (
+        html_title("Reviewed text")
+        + apply_review(text, review)
+        + html_title("Explanation")
+        + review_table_summary(review)
+    )
+def review_image(image, vision_model: genai.GenerativeModel) -> list[dict]:
+    prompt = get_file("templates/prompt_image_v1.txt")
+    try:
+        response = vision_model.generate_content([prompt, image]).text
+    except ValueError as e:
+        print(e)
+        message = f"Error while getting answer from the model, make sure the content isn't offensive or dangerous. Please try again or change the prompt. {str(e)}"
+        raise ValueError(message)
+    return response
+def process_image(model: str, image):
+    vision_model = gemini_1_0_vision if model == "Gemini 1.0 Pro Vision" else gemini_1_5
+    return review_image(image, vision_model)

static/images/crosses.jpg ADDED Viewed

Git LFS Details

SHA256: 8a74265b77b787dbabc1e74141f1989d5b162d5936caf0025903f7583f85bfbb
Pointer size: 130 Bytes
Size of remote file: 59.6 kB

static/images/elephants.jpg ADDED Viewed

Git LFS Details

SHA256: c5745a3b824a585101d42a2f9d31eda67c63b02bcda3f041dcbc846db9c5b9ea
Pointer size: 131 Bytes
Size of remote file: 140 kB

static/intro.md CHANGED Viewed

@@ -2,4 +2,6 @@
 Use ✅ Write4All to review your content and make sure it is respectful and inclusive. Use the results under taking into account the context and decide if you finally need to make proposed changes.
-> Terms of use: You won't use this app to produce harmful content, promote hate speech, violence, or discrimination. You agree to the terms of use of Gemini API. By using this app, you agree to the terms of use of the models used in this app.

 Use ✅ Write4All to review your content and make sure it is respectful and inclusive. Use the results under taking into account the context and decide if you finally need to make proposed changes.
+Using `Gemini 1.5 Pro` leads to better results but at the same time the free tier quota will be consumed faster, leading to the `429 Resource has been exhausted (e.g. check quota).` error.
+> Terms of use: You won't use this app to produce harmful content, promote hate speech, violence, or discrimination. You agree to the terms of use of Gemini API. By using this app, you agree to the terms of use of the models used in this app.