✨ feat(ai.py): add traceable decorator to get_anthropic_response methods for better debugging and tracking

🔧 chore(ai.py): import traceable from langsmith.run_helpers to enable tracing of method calls

🔧 refactor(app.py): replace regex with string formatting for prompt creation to improve readability and maintainability
🔧 refactor(app.py): replace direct usage of Prompts with ClaudeDefaultFormatter for better abstraction
🔧 refactor(app.py): rename variable 'prompt' to 'finalPrompt' for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in AnthropicCustom instantiation for consistency
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in condition checking for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string formatting for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt' in string substitution for better clarity
🔧 refactor(app.py): replace 'prompt' with 'finalPrompt

🔧 refactor(app.py): restructure UI layout and interaction flow for better user experience
🔀 refactor(app.py): change tab name from 'Claude Space' to 'Claude Evals' for better clarity
🚀 feat(app.py): add new functions to handle chat history and message streaming for improved chat functionality

✨ feat(const.py): add ClaudeDefaultFormatter enum for default formatting
🔧 refactor(const.py): update Prompts enum with new prompts for better AI and image generation
🔧 refactor(makefile): update start command and add dev command for development environment
📦 chore(pyproject.toml): add langsmith package to project dependencies

claude_space/ai.py

@@ -1,5 +1,6 @@
 from anthropic import HUMAN_PROMPT, Anthropic, AsyncAnthropic
 from dotenv import load_dotenv
+from langsmith.run_helpers import traceable
 
 load_dotenv()
 
@@ -11,6 +12,7 @@ class AnthropicCustom:
         self.max_tokens = max_tokens
         self.prompt = prompt
 
+    @traceable(run_type="llm", name="Claude", tags=["ai", "anthropic"])
     def get_anthropic_response(self):
         syncClient = Anthropic(api_key=self.api_key, timeout=5)
         response = syncClient.completions.create(
@@ -20,6 +22,7 @@ class AnthropicCustom:
         )
         return response.completion
 
+    @traceable(run_type="llm", name="Claude", tags=["ai", "anthropic"])
     async def get_anthropic_response_async(self):
         asyncClient = AsyncAnthropic(api_key=self.api_key, timeout=60)
         async for line in await asyncClient.completions.create(

claude_space/app.py

@@ -1,11 +1,17 @@
-import re
+from typing import AsyncGenerator
 
 import gradio as gr
 from anthropic import AI_PROMPT, HUMAN_PROMPT
-from gradio.components import Checkbox, Dropdown, IOComponent, Textbox
+from gradio.components import Checkbox, Dropdown, IOComponent, Markdown, Textbox
+from gradio.utils import async_iteration
 
 from claude_space.ai import AnthropicCustom
-from claude_space.const import ClaudeModels, ModelTokenLength, Prompts
+from claude_space.const import (
+    ClaudeDefaultFormatter,
+    ClaudeModels,
+    ModelTokenLength,
+    Prompts,
+)
 from claude_space.settings import settings
 
 conversation_history = ""
@@ -21,21 +27,23 @@ async def interact_with_ai(
         )
 
     if memory:
-        prompt = Prompts[prompt].value.format(
-            memory=conversation_history, question=user_question
+        finalPrompt = ClaudeDefaultFormatter.memory.value.format(
+            memory=conversation_history,
+            question=user_question,
+            prompt=Prompts[prompt].value,
         )
     else:
-        prompt = Prompts[prompt].value.format(memory="", question=user_question)
+        finalPrompt = ClaudeDefaultFormatter.memory.value.format(
+            memory="", question=user_question, prompt=Prompts[prompt].value
+        )
 
-    if prompt_input != re.search(r"Human: (.*?) \n\nConversations:", prompt).group(1):
-        prompt = re.sub(
-            r"Human: (.*?) \n\nConversations:",
-            f"Human: {prompt_input} \n\nConversations:",
-            prompt,
+    if prompt_input != Prompts[prompt].value:
+        prompt = ClaudeDefaultFormatter.memory.value.format(
+            memory=conversation_history, question=user_question, prompt=prompt_input
         )
 
     anth = AnthropicCustom(
-        api_key=token, model=model, max_tokens=token_length, prompt=prompt
+        api_key=token, model=model, max_tokens=token_length, prompt=finalPrompt
     )
 
     response_accumulated = ""
@@ -64,19 +72,20 @@ async def chat_with_ai(
         for conversation in history:
             user_question, response_accumulated = conversation
             conversation_history = f"{conversation_history} {HUMAN_PROMPT} {user_question} {AI_PROMPT} {response_accumulated}"
-        prompt = Prompts[prompt].value.format(memory=history, question=message)
+        finalPrompt = ClaudeDefaultFormatter.memory.value.format(
+            memory=conversation_history, question=message, prompt=Prompts[prompt].value
+        )
     else:
-        prompt = Prompts[prompt].value.format(memory="", question=message)
-
-    if prompt_input != re.search(r"Human: (.*?) \n\nConversations:", prompt).group(1):
-        prompt = re.sub(
-            r"Human: (.*?) \n\nConversations:",
-            f"Human: {prompt_input} \n\nConversations:",
-            prompt,
+        finalPrompt = ClaudeDefaultFormatter.memory.value.format(
+            memory="", question=message, prompt=Prompts[prompt].value
         )
 
+    if prompt_input != Prompts[prompt].value:
+        prompt = ClaudeDefaultFormatter.memory.value.format(
+            memory=conversation_history, question=message, prompt=prompt_input
+        )
     anth = AnthropicCustom(
-        api_key=token, model=model, max_tokens=token_length, prompt=prompt
+        api_key=token, model=model, max_tokens=token_length, prompt=finalPrompt
     )
 
     response_accumulated = ""
@@ -85,88 +94,168 @@ async def chat_with_ai(
         yield response_accumulated
 
 
-promptDropdown: IOComponent = Dropdown(
-    choices=list(Prompts.__members__.keys()),
-    label="Prompt",
-    value=list(Prompts.__members__.keys())[0],
-)
-prompt_input: IOComponent = Textbox(
-    label="Custom Prompt",
-    placeholder="Enter a custom prompt here",
-    lines=3,
-    value=re.search(
-        r"Human: (.*?) \n\nConversations:", Prompts[promptDropdown.value].value
-    ).group(1),
-)
+def add_file(history, file):
+    history = history + [((file.name,), None)]
+    return history
 
 
-iface = gr.Interface(
-    fn=interact_with_ai,
-    flagging_options=["Inappropriate", "Disrespectful", "Spam"],
-    allow_flagging="auto",
-    title="Claude Space",
-    inputs=[
-        Textbox(label="Question", placeholder="Enter a question here"),
-        Textbox(
-            label="Token",
-            info="You'll get this token from Anthropic console and this is mandatory",
-            placeholder="Enter a token here",
-            type="password",
-        ),
-        Dropdown(
-            choices=[model.value for model in ClaudeModels],
-            label="Model",
-            value=[model.value for model in ClaudeModels][0],
-        ),
-        Dropdown(
-            choices=[token.value for token in ModelTokenLength],
-            label="Token Length",
-            value=[token.value for token in ModelTokenLength][0],
-        ),
-        promptDropdown,
-        prompt_input,
-        Checkbox(label="Memory", value=False),
-    ],
-    outputs="markdown",
-    cache_examples=True,
-)
+def clear_and_save_textbox(message: str) -> tuple[str, str]:
+    return "", message
 
-promptDropdown: IOComponent = Dropdown(
-    choices=list(Prompts.__members__.keys()),
-    label="Prompt",
-    value=list(Prompts.__members__.keys())[0],
-)
-prompt_input: IOComponent = Textbox(
-    label="Custom Prompt",
-    placeholder="Enter a custom prompt here",
-    lines=3,
-    value=re.search(
-        r"Human: (.*?) \n\nConversations:", Prompts[promptDropdown.value].value
-    ).group(1),
-)
 
-cface = gr.ChatInterface(
-    fn=chat_with_ai,
-    additional_inputs=[
-        Textbox(label="Token", placeholder="Enter a token here", type="password"),
-        Dropdown(
-            choices=[model.value for model in ClaudeModels],
-            label="Model",
-            value=[model.value for model in ClaudeModels][0],
-        ),
-        Dropdown(
-            choices=[token.value for token in ModelTokenLength],
-            label="Token Length",
-            value=[token.value for token in ModelTokenLength][0],
-        ),
-        promptDropdown,
-        prompt_input,
-        Checkbox(label="Memory", value=True),
-    ],
-)
+def display_input(
+    message: str, history: list[list[str | None]]
+) -> tuple[list[list[str | None]], list[list[str | None]]]:
+    history.append([message, None])
+    return history, history
+
+
+async def stream_fn(
+    message: str,
+    history_with_input: list[list[str | None]],
+    *args,
+) -> AsyncGenerator:
+    history = history_with_input[:-1]
+    generator = chat_with_ai(message, history, *args)
+    try:
+        first_response = await async_iteration(generator)
+        update = history + [[message, first_response]]
+        yield update, update
+    except StopIteration:
+        update = history + [[message, None]]
+        yield update, update
+    async for response in generator:
+        update = history + [[message, response]]
+        yield update, update
+
+
+with gr.Blocks() as cface:
+    with gr.Row(variant="compact", equal_height=True):
+        with gr.Column(scale=1):
+            t: IOComponent = Textbox(
+                label="Token",
+                info="You'll get this token from Anthropic console and this is mandatory",
+                placeholder="Enter a token here",
+                type="password",
+            )
+            m: IOComponent = Dropdown(
+                choices=[model.value for model in ClaudeModels],
+                label="Model",
+                value=[model.value for model in ClaudeModels][0],
+            )
+            dL: IOComponent = Dropdown(
+                choices=[token.value for token in ModelTokenLength],
+                label="Token Length",
+                value=[token.value for token in ModelTokenLength][0],
+            )
+            pd: IOComponent = Dropdown(
+                choices=list(Prompts.__members__.keys()),
+                label="Prompt",
+                value=list(Prompts.__members__.keys())[0],
+            )
+            pi: IOComponent = Textbox(
+                label="Custom Prompt",
+                placeholder="Enter a custom prompt here",
+                lines=3,
+                value=Prompts[pd.value].value,
+            )
+            c: IOComponent = Checkbox(label="Memory", value=True)
+            btn: IOComponent = gr.Button("Send")
+        with gr.Column(scale=3):
+            chatbot = gr.Chatbot(
+                [],
+                elem_id="chatbot",
+            )
+
+            with gr.Row():
+                msg = gr.Textbox(
+                    scale=4,
+                    show_label=False,
+                    placeholder="Enter text and press enter, or upload an image",
+                    container=False,
+                )
+                btn = gr.UploadButton("📁", file_types=["image"])
+            clear = gr.ClearButton([msg, chatbot])
+    pd.change(
+        lambda choice: gr.update(value=Prompts[choice].value), inputs=pd, outputs=pi
+    )
+    saved_input = gr.State()
+    chatbot_state = gr.State([])
+    text_msg = (
+        msg.submit(
+            clear_and_save_textbox,
+            [msg],
+            [msg, saved_input],
+            api_name=False,
+            queue=False,
+        )
+        .then(
+            display_input,
+            [saved_input, chatbot_state],
+            [chatbot, chatbot_state],
+            api_name=False,
+            queue=False,
+        )
+        .then(
+            stream_fn,
+            [saved_input, chatbot_state, t, m, dL, pd, pi, c],
+            [chatbot, chatbot_state],
+            api_name=False,
+        )
+    )
+    # file_msg = btn.upload(add_file, [chatbot, btn], [chatbot], queue=False).then(
+    #     chat_with_ai, chatbot, chatbot, t, m, dL, pd, pi, c
+    # )
+
+with gr.Blocks() as iface:
+    with gr.Row(variant="compact", equal_height=True):
+        with gr.Column(scale=1):
+            q: IOComponent = Textbox(
+                label="Question", placeholder="Enter a question here"
+            )
+            t: IOComponent = Textbox(
+                label="Token",
+                info="You'll get this token from Anthropic console and this is mandatory",
+                placeholder="Enter a token here",
+                type="password",
+            )
+            m: IOComponent = Dropdown(
+                choices=[model.value for model in ClaudeModels],
+                label="Model",
+                value=[model.value for model in ClaudeModels][0],
+            )
+            dL: IOComponent = Dropdown(
+                choices=[token.value for token in ModelTokenLength],
+                label="Token Length",
+                value=[token.value for token in ModelTokenLength][0],
+            )
+            pd: IOComponent = Dropdown(
+                choices=list(Prompts.__members__.keys()),
+                label="Prompt",
+                value=list(Prompts.__members__.keys())[0],
+            )
+            pi: IOComponent = Textbox(
+                label="Custom Prompt",
+                placeholder="Enter a custom prompt here",
+                lines=3,
+                value=Prompts[pd.value].value,
+            )
+            c: IOComponent = Checkbox(label="Memory", value=False)
+            btn: IOComponent = gr.Button("Send")
+        with gr.Column(scale=3):
+            mk: IOComponent = Markdown(" ")
+    pd.change(
+        lambda choice: gr.update(value=Prompts[choice].value), inputs=pd, outputs=pi
+    )
+    btn.click(
+        interact_with_ai,
+        inputs=[q, t, m, dL, pd, pi, c],
+        outputs=mk,
+    )
+
 
 gd = gr.TabbedInterface(
-    [iface, cface], tab_names=["Claude Space", "Claude Chat"], title="Claude Space"
+    [iface, cface], tab_names=["Claude Evals", "Claude Chat"], title="Claude Space"
 )
 gd.queue(concurrency_count=75, max_size=100).launch(
     debug=True,

claude_space/const.py

@@ -1,6 +1,10 @@
 import enum
 
 
+class ClaudeDefaultFormatter(enum.Enum):
+    memory: str = "\n\nHuman: {prompt} \n\nConversations: {memory} \n\nQuery: {question} \n\nAssistant:"
+
+
 class ClaudeModels(str, enum.Enum):
     Inatant1_1: str = "claude-instant-1"
     Instant1_2: str = "claude-instant-1.2"
@@ -23,4 +27,10 @@ class ModelTokenLength(str, enum.Enum):
 
 
 class Prompts(str, enum.Enum):
-    general: str = "\n\nHuman: You're a AI bot who loves to gossip. Listin user's query and answer in markdown using Conversations. \n\nConversations: {memory} \n\nQuery: {question} \n\nAssistant:"
+    general: str = "You're an AI bot who loves to gossip. Listen user's query and answer in markdown using Conversations"
+    betterAI: str = """Greetings, Assistant. You are a highly advanced AI modeled after JARVIS, the Just A Rather Very Intelligent System from the Iron Man series. You are designed to understand and process natural language inputs, provide detailed responses, and assist with a variety of tasks. You are capable of learning and adapting to new information, making you a dynamic and evolving AI.Your primary function is to assist users by answering their queries, providing information, and performing tasks as requested. You are designed to communicate in a clear and concise manner, providing detailed explanations when necessary. You are capable of understanding complex queries and breaking them down into simpler components in order to provide the most accurate and relevant responses.In addition to your advanced language processing capabilities, you are also able to interact with various systems and databases, allowing you to retrieve and manipulate data as needed. This makes you a valuable tool for tasks such as data analysis, research, and information retrieval.Despite your advanced capabilities, you are designed to prioritize the privacy and security of your users. You do not store personal data unless explicitly permitted by the user, and you employ advanced security measures to ensure that all data is kept safe and secure.You are also designed to be user-friendly and approachable. You communicate in a polite and respectful manner, and you are capable of understanding and responding to emotional cues. You can adjust your communication style based on the user's preferences, making you a versatile and adaptable assistant.Your intelligence is not limited to predefined algorithms. You are capable of learning and growing through experience. You can learn from your interactions with users, improving your understanding and responses over time. This ability to learn and adapt makes you a truly intelligent system, capable of evolving and improving over time.You are also capable of multitasking, able to handle multiple requests and tasks simultaneously. This makes you an efficient and reliable assistant, capable of meeting the demands of even the most demanding users."""
+    image: str = """Assistant, your task is to generate an image based on a given input: {focus}. The image should visually represent a detailed description: {description}. This description is an elaboration of the focus, enhanced with attributes like {adjective1}, {adjective2}, visual styles {visualStyle1}, {visualStyle2}, {visualStyle3}, and an artist reference: {artistReference}. Once you generate the description, return it in Markdown image format as follows: Query: {description} \n![IMG](https://image.pollinations.ai/prompt/{description}).
+
+For instance, if the input is 'a photo of a cat', the output might be 'A photo of a cat on a couch, comfortable, cute, colourful, interior design, Ansel Adams'. The corresponding image URL would then be 'https://image.pollinations.ai/prompt/a%20photo%20of%20a%20cat%20on%20a%20couch,%20comfortable,%20cute,%20colourful,%20interior%20photograph,%20interior design,%20Ansel Adams'.
+
+Similarly, for the input 'Fox with a cloak', the output could be 'A fox wearing a cloak, cinematic, heroic, professional photography, 4k, photo realistic, Tim Burton' and the corresponding image URL would be 'https://image.pollinations.ai/prompt/A%20fox%20wearing%20a%20cloak,%20cinematic,%20heroic,%20professional%20photography,%204k,%20photo%20realistic,%20Tim%20Burton'. """

makefile

@@ -1,2 +1,4 @@
 start:
-	python app.py
+	python claude_space/app.py
+dev:
+	gradio claude_space/app.py

poetry.lock

@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
 version = "23.2.1"
 description = "File support for asyncio."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "altair"
 version = "5.0.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -40,7 +38,6 @@ doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow", "
 name = "annotated-types"
 version = "0.5.0"
 description = "Reusable constraint types to use with typing.Annotated"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -52,7 +49,6 @@ files = [
 name = "anthropic"
 version = "0.3.10"
 description = "Client library for the anthropic API"
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -72,7 +68,6 @@ typing-extensions = ">=4.5,<5"
 name = "anyio"
 version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -94,7 +89,6 @@ trio = ["trio (<0.22)"]
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -113,7 +107,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -125,7 +118,6 @@ files = [
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -137,7 +129,6 @@ files = [
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -222,7 +213,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -237,7 +227,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -249,7 +238,6 @@ files = [
 name = "contourpy"
 version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -308,7 +296,6 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -320,7 +307,6 @@ files = [
 name = "distlib"
 version = "0.3.7"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -332,7 +318,6 @@ files = [
 name = "distro"
 version = "1.8.0"
 description = "Distro - an OS platform information API"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -344,7 +329,6 @@ files = [
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -359,7 +343,6 @@ test = ["pytest (>=6)"]
 name = "fastapi"
 version = "0.102.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -379,7 +362,6 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 name = "ffmpy"
 version = "0.3.1"
 description = "A simple Python wrapper for ffmpeg"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -390,7 +372,6 @@ files = [
 name = "filelock"
 version = "3.12.2"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -406,7 +387,6 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "p
 name = "flake8"
 version = "6.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "main"
 optional = false
 python-versions = ">=3.8.1"
 files = [
@@ -423,7 +403,6 @@ pyflakes = ">=3.1.0,<3.2.0"
 name = "fonttools"
 version = "4.42.1"
 description = "Tools to manipulate font files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -481,7 +460,6 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "fsspec"
 version = "2023.6.0"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -517,7 +495,6 @@ tqdm = ["tqdm"]
 name = "gradio"
 version = "3.41.2"
 description = "Python library for easily interacting with trained machine learning models"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -559,7 +536,6 @@ oauth = ["authlib", "itsdangerous"]
 name = "gradio-client"
 version = "0.5.0"
 description = "Python library for easily interacting with trained machine learning models"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -580,7 +556,6 @@ websockets = ">=10.0,<12.0"
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -592,7 +567,6 @@ files = [
 name = "httpcore"
 version = "0.17.3"
 description = "A minimal low-level HTTP client."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -604,17 +578,16 @@ files = [
 anyio = ">=3.0,<5.0"
 certifi = "*"
 h11 = ">=0.13,<0.15"
-sniffio = ">=1.0.0,<2.0.0"
+sniffio = "==1.*"
 
 [package.extras]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "httpx"
 version = "0.24.1"
 description = "The next generation HTTP client."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -630,15 +603,14 @@ sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
-cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
 version = "0.16.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -671,7 +643,6 @@ typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "typ
 name = "identify"
 version = "2.5.27"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -686,7 +657,6 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -698,7 +668,6 @@ files = [
 name = "importlib-resources"
 version = "6.0.1"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -714,7 +683,6 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 name = "isort"
 version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -732,7 +700,6 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -750,7 +717,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jsonschema"
 version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -772,7 +738,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -787,7 +752,6 @@ referencing = ">=0.28.0"
 name = "kiwisolver"
 version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -897,11 +861,25 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
+[[package]]
+name = "langsmith"
+version = "0.0.26"
+description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = [
+    {file = "langsmith-0.0.26-py3-none-any.whl", hash = "sha256:61c1d4582104d96edde04e1eea1dae347645b691c44489a5871341a2a1a2a1eb"},
+    {file = "langsmith-0.0.26.tar.gz", hash = "sha256:80a4ef1b663a24a460d25b9986ab2010c5d06b6061c65be473abafc0647d191a"},
+]
+
+[package.dependencies]
+pydantic = ">=1,<3"
+requests = ">=2,<3"
+
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -961,7 +939,6 @@ files = [
 name = "matplotlib"
 version = "3.7.2"
 description = "Python plotting package"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1023,7 +1000,6 @@ python-dateutil = ">=2.7"
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1035,7 +1011,6 @@ files = [
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -1050,7 +1025,6 @@ setuptools = "*"
 name = "numpy"
 version = "1.25.2"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1085,7 +1059,6 @@ files = [
 name = "orjson"
 version = "3.9.5"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1155,7 +1128,6 @@ files = [
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1167,7 +1139,6 @@ files = [
 name = "pandas"
 version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1200,8 +1171,8 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1234,7 +1205,6 @@ xml = ["lxml (>=4.6.3)"]
 name = "pillow"
 version = "10.0.0"
 description = "Python Imaging Library (Fork)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1304,7 +1274,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 name = "platformdirs"
 version = "3.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1320,7 +1289,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "pre-commit"
 version = "2.21.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1339,7 +1307,6 @@ virtualenv = ">=20.10.0"
 name = "pycodestyle"
 version = "2.11.0"
 description = "Python style guide checker"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1351,7 +1318,6 @@ files = [
 name = "pydantic"
 version = "2.3.0"
 description = "Data validation using Python type hints"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1371,7 +1337,6 @@ email = ["email-validator (>=2.0.0)"]
 name = "pydantic-core"
 version = "2.6.3"
 description = ""
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1490,7 +1455,6 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 name = "pydub"
 version = "0.25.1"
 description = "Manipulate audio with an simple and easy high level interface"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1502,7 +1466,6 @@ files = [
 name = "pyflakes"
 version = "3.1.0"
 description = "passive checker of Python programs"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1514,7 +1477,6 @@ files = [
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1529,7 +1491,6 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1544,7 +1505,6 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1559,7 +1519,6 @@ cli = ["click (>=5.0)"]
 name = "python-multipart"
 version = "0.0.6"
 description = "A streaming multipart parser for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1574,7 +1533,6 @@ dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatc
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1586,7 +1544,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1636,7 +1593,6 @@ files = [
 name = "referencing"
 version = "0.30.2"
 description = "JSON Referencing + Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1652,7 +1608,6 @@ rpds-py = ">=0.7.0"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1674,7 +1629,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rpds-py"
 version = "0.9.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1781,7 +1735,6 @@ files = [
 name = "semantic-version"
 version = "2.10.0"
 description = "A library implementing the 'SemVer' scheme."
-category = "main"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -1797,7 +1750,6 @@ doc = ["Sphinx", "sphinx-rtd-theme"]
 name = "setuptools"
 version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1814,7 +1766,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1826,7 +1777,6 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1838,7 +1788,6 @@ files = [
 name = "starlette"
 version = "0.27.0"
 description = "The little ASGI library that shines."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1856,7 +1805,6 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam
 name = "tokenizers"
 version = "0.13.3"
 description = "Fast and Customizable Tokenizers"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1911,7 +1859,6 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 name = "toolz"
 version = "0.12.0"
 description = "List processing tools and functional utilities"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1923,7 +1870,6 @@ files = [
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1944,7 +1890,6 @@ telegram = ["requests"]
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1956,7 +1901,6 @@ files = [
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -1968,7 +1912,6 @@ files = [
 name = "urllib3"
 version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1986,7 +1929,6 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "uvicorn"
 version = "0.23.2"
 description = "The lightning-fast ASGI server."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2006,7 +1948,6 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 name = "virtualenv"
 version = "20.24.3"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2027,7 +1968,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "websockets"
 version = "11.0.3"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2106,4 +2046,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "e3fe706bdba166afe4c270fda457830aac712dfa274f9e6940ba7ef31f401be0"
+content-hash = "c15d8c8dbf0aeda3b395056856a448af26aad93f1a46723fba20713bd895d1eb"

pyproject.toml

@@ -15,6 +15,7 @@ anthropic = "^0.3.10"
 python-dotenv = "^1.0.0"
 flake8 = "^6.1.0"
 isort = "^5.12.0"
+langsmith = "^0.0.26"
 
 [tool.poetry.dev-dependencies]
 pre-commit = "^2.15.0"