Transcriber fix

agent_tools.py

@@ -23,13 +23,16 @@ def youtube_transcriber(video_url: str) -> list:
     Returns:
         list: Transcript as chronologically ordered list of strings.
     """
-    
     video_id = video_url[video_url.find('v=')+2:]
+    print(f'YouTube video ID: {video_id}')
     ytt_api = YouTubeTranscriptApi()
-    raw = ytt_api.fetch(video_id)
-    transcript = [snip.text for snip in raw.snippets]
-
-    return transcript
+    try: 
+        raw = ytt_api.fetch(video_id)
+        transcript = [snip.text for snip in raw.snippets]
+        print('Successfully acquired transcript')
+        return transcript
+    except:
+        print('Transcript collection unsuccessful. Try again.')
 
 
 
@@ -105,8 +108,7 @@ def audio_transcription_tool(media_data: IO) -> dict:
 #pdf reader
 @tool
 def text_from_pdf(pdf_file: str) -> str:
-    """Reads a pdf file and outputs the text content as a string. PDFs are long, so it is likely best to read the content into a vector store which can be queried.
-
+    """Reads a pdf file and outputs the text content as a string.
     Args:
         pdf_file (str): Filepath or URL of pdf to parse
 
@@ -143,11 +145,11 @@ tools = custom_tools + default_tools
 additionals = ["pandas", "numpy", "datetime", "json", "re", "math"]
 
 model = AzureOpenAIServerModel(
-    model_id = os.environ.get("AZURE_OPENAI_MODEL"),
+    model_id = os.environ.get("AZURE_OPENAI_MODEL_MINI"),
     azure_endpoint=os.environ.get("AZURE_OPENAI_ENDPOINT"),
     api_key=os.environ.get("AZURE_OPENAI_API_KEY"),
     api_version=os.environ.get("OPENAI_API_VERSION"),
-    max_tokens=4096   
+    #max_tokens=4096   
 )
 
 planning_steps = 1

uv.lock

@@ -1,26 +1,11 @@
 version = 1
 requires-python = ">=3.10.0"
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.13' and sys_platform == 'darwin')",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12.4' and python_full_version < '3.13' and sys_platform == 'darwin')",
-    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin')",
-    "python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version == '3.11.*' and sys_platform == 'darwin')",
-    "python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version < '3.11' and sys_platform == 'darwin')",
+    "python_full_version >= '3.13'",
+    "python_full_version >= '3.12.4' and python_full_version < '3.13'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4'",
+    "python_full_version == '3.11.*'",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -29,8 +14,7 @@ version = "1.7.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub" },
-    { name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.13'" },
+    { name = "numpy" },
     { name = "packaging" },
     { name = "psutil" },
     { name = "pyyaml" },
@@ -926,11 +910,11 @@ wheels = [
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.5.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ee/11/de70dee31455c546fbc88301971ec03c328f3d1138cfba14263f651e9551/fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f", size = 291600 }
+sdist = { url = "https://files.pythonhosted.org/packages/00/f7/27f15d41f0ed38e8fcc488584b57e902b331da7f7c6dcda53721b15838fc/fsspec-2025.5.1.tar.gz", hash = "sha256:2e55e47a540b91843b755e83ded97c6e897fa0942b11490113f09e9c443c2475", size = 303033 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/de/86/5486b0188d08aa643e127774a99bac51ffa6cf343e3deb0583956dca5b22/fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2", size = 183862 },
+    { url = "https://files.pythonhosted.org/packages/bb/61/78c7b3851add1481b048b5fdc29067397a1784e2910592bc81bb3f608635/fsspec-2025.5.1-py3-none-any.whl", hash = "sha256:24d3a2e663d5fc735ab256263c4075f374a174c3410c0b25e5bd1970bceaa462", size = 199052 },
 ]
 
 [[package]]
@@ -949,7 +933,7 @@ wheels = [
 
 [[package]]
 name = "google-genai"
-version = "1.16.1"
+version = "1.17.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -960,9 +944,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/1f/1a52736e87b4a22afef615de45e2f509fbfb55c09798620b0c3f394076ef/google_genai-1.16.1.tar.gz", hash = "sha256:4b4ed4ed781a9d61e5ce0fef1486dd3a5d7ff0a73bd76b9633d21e687ab998df", size = 194270 }
+sdist = { url = "https://files.pythonhosted.org/packages/51/93/4ad189184db21539c625bba432faa3a36e1e5eeb0b3a0b52fbdc9bdac324/google_genai-1.17.0.tar.gz", hash = "sha256:2cf0ff1218290efe6fad80d586cc4aed5a1ca6d38407d1ae221cf10e308c299b", size = 197180 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bc/31/30caa8d4ae987e47c5250fb6680588733863fd5b39cacb03ba1977c29bde/google_genai-1.16.1-py3-none-any.whl", hash = "sha256:6ae5d24282244f577ca4f0d95c09f75ab29e556602c9d3531b70161e34cd2a39", size = 196327 },
+    { url = "https://files.pythonhosted.org/packages/57/e8/6cc81b481d71f64896964d6aa105f17f13a974627da5d22a3e676fb056b6/google_genai-1.17.0-py3-none-any.whl", hash = "sha256:0a5ba765cc9900a5fa7e71ed4520a1560a857754e72db32765009e2e9fe75333", size = 199245 },
 ]
 
 [[package]]
@@ -981,8 +965,7 @@ dependencies = [
     { name = "huggingface-hub" },
     { name = "jinja2" },
     { name = "markupsafe" },
-    { name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.13'" },
+    { name = "numpy" },
     { name = "orjson" },
     { name = "packaging" },
     { name = "pandas" },
@@ -1153,7 +1136,7 @@ wheels = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.32.0"
+version = "0.32.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "filelock" },
@@ -1165,9 +1148,9 @@ dependencies = [
     { name = "tqdm" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f4/ca/8ee27c56ab650d9d3ea095f0ba12ceb202bc8ba7362429dc76c25438df2f/huggingface_hub-0.32.0.tar.gz", hash = "sha256:dd66c9365ea43049ec9b939bdcdb21a0051e1bd70026fc50304e4fb1bb6a15ba", size = 422255 }
+sdist = { url = "https://files.pythonhosted.org/packages/d0/76/44f7025d1b3f29336aeb7324a57dd7c19f7c69f6612b7637b39ac7c17302/huggingface_hub-0.32.2.tar.gz", hash = "sha256:64a288b1eadad6b60bbfd50f0e52fd6cfa2ef77ab13c3e8a834a038ae929de54", size = 422847 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3a/60/90aae898b0a9f3cd65f50718c33b1f1dbfb1527d10db754e99e14e2b0a1d/huggingface_hub-0.32.0-py3-none-any.whl", hash = "sha256:e56e94109649ce6ebdb59b4e393ee3543ec0eca2eab4f41b269e1d885c88d08c", size = 509297 },
+    { url = "https://files.pythonhosted.org/packages/32/30/532fe57467a6cc7ff2e39f088db1cb6d6bf522f724a4a5c7beda1282d5a6/huggingface_hub-0.32.2-py3-none-any.whl", hash = "sha256:f8fcf14603237eadf96dbe577d30b330f8c27b4a0a31e8f6c94fdc25e021fdb8", size = 509968 },
 ]
 
 [[package]]
@@ -1209,10 +1192,7 @@ name = "ipython"
 version = "8.36.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version < '3.11' and sys_platform == 'darwin')",
+    "python_full_version < '3.11'",
 ]
 dependencies = [
     { name = "colorama", marker = "python_full_version < '3.11' and sys_platform == 'win32'" },
@@ -1237,22 +1217,10 @@ name = "ipython"
 version = "9.2.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.13' and sys_platform == 'darwin')",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12.4' and python_full_version < '3.13' and sys_platform == 'darwin')",
-    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin')",
-    "python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version == '3.11.*' and sys_platform == 'darwin')",
+    "python_full_version >= '3.13'",
+    "python_full_version >= '3.12.4' and python_full_version < '3.13'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4'",
+    "python_full_version == '3.11.*'",
 ]
 dependencies = [
     { name = "colorama", marker = "python_full_version >= '3.11' and sys_platform == 'win32'" },
@@ -1602,7 +1570,7 @@ dependencies = [
     { name = "overrides" },
     { name = "packaging" },
     { name = "prometheus-client" },
-    { name = "pywinpty", marker = "os_name == 'nt' and sys_platform != 'linux'" },
+    { name = "pywinpty", marker = "os_name == 'nt'" },
     { name = "pyzmq" },
     { name = "send2trash" },
     { name = "terminado" },
@@ -1620,7 +1588,7 @@ name = "jupyter-server-terminals"
 version = "0.5.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "pywinpty", marker = "os_name == 'nt' and sys_platform != 'linux'" },
+    { name = "pywinpty", marker = "os_name == 'nt'" },
     { name = "terminado" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/d5/562469734f476159e99a55426d697cbf8e7eb5efe89fb0e0b4f83a3d3459/jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269", size = 31430 }
@@ -1719,8 +1687,7 @@ dependencies = [
     { name = "langchain" },
     { name = "langchain-core" },
     { name = "langsmith" },
-    { name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.13'" },
+    { name = "numpy" },
     { name = "pydantic-settings" },
     { name = "pyyaml" },
     { name = "requests" },
@@ -1980,7 +1947,7 @@ wheels = [
 
 [[package]]
 name = "mistralai"
-version = "1.7.1"
+version = "1.8.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "eval-type-backport" },
@@ -1989,9 +1956,9 @@ dependencies = [
     { name = "python-dateutil" },
     { name = "typing-inspection" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1d/34/b819d228f4df173c1bfd42936c2c749f41a13ae0796d03cd55f955426842/mistralai-1.7.1.tar.gz", hash = "sha256:a0cd4632c8aad6d8b90f77713c4049185626ac9b2a0d82484407beef1a9d16f3", size = 142373 }
+sdist = { url = "https://files.pythonhosted.org/packages/23/c1/b3cecb41695fd6cb5483fbb8ecaceb5586346c3ed53a78808d10c1b537c4/mistralai-1.8.1.tar.gz", hash = "sha256:b967ca443726b71ec45632cb33825ee2e55239a652e73c2bda11f7cc683bf6e5", size = 175819 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b3/ea/bc40e3c8cf6ac5672eae503601b1f8b766085a9cf07c2e45de4b0481c91f/mistralai-1.7.1-py3-none-any.whl", hash = "sha256:2ca97f9c2adac9509578e8b141a1875bee1d966a8dde4d90ffc05f1b904b0421", size = 302285 },
+    { url = "https://files.pythonhosted.org/packages/b0/14/e9ef675928768f508dfcedbb0e0ed601784a6911620a2bc25c9065921420/mistralai-1.8.1-py3-none-any.whl", hash = "sha256:badfc7e6832d894b3e9071d92ad621212b7cccd7df622c6cacdb525162ae338f", size = 373197 },
 ]
 
 [[package]]
@@ -2190,10 +2157,7 @@ name = "networkx"
 version = "3.4.2"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version < '3.11' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version < '3.11' and sys_platform == 'darwin')",
+    "python_full_version < '3.11'",
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fd/1d/06475e1cd5264c0b870ea2cc6fdb3e37177c1e565c43f56ff17a10e3937f/networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1", size = 2151368 }
 wheels = [
@@ -2205,22 +2169,10 @@ name = "networkx"
 version = "3.5"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform == 'linux'",
-    "python_full_version == '3.11.*' and platform_machine == 'x86_64' and sys_platform != 'darwin' and sys_platform != 'linux'",
-    "python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version >= '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.13' and sys_platform == 'darwin')",
-    "python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform == 'linux'",
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-    "(python_full_version >= '3.12.4' and python_full_version < '3.13' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12.4' and python_full_version < '3.13' and sys_platform == 'darwin')",
-    "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin')",
-    "python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform == 'linux'",
-    "(python_full_version == '3.11.*' and platform_machine != 'x86_64' and sys_platform != 'linux') or (python_full_version == '3.11.*' and sys_platform == 'darwin')",
+    "python_full_version >= '3.13'",
+    "python_full_version >= '3.12.4' and python_full_version < '3.13'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4'",
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