Add new-folder with initial files#101
Add new-folder with initial files#101Raghug-ds wants to merge 2 commits intopatchy631:mainfrom Raghug-ds:dds-ai
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WalkthroughThis pull request introduces the CitySnooper application, an interactive chat app built using Streamlit. The changes include new documentation outlining the app's features and setup, a Streamlit-based user interface in Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant UI as Streamlit App
participant Workflow as RouterOutputAgentWorkflow
participant SQL as SQL Engine
participant PDF as PDF Engine
User->>UI: Submit query or upload PDF
UI->>Workflow: Process user query
alt Query involves SQL data
Workflow->>SQL: Execute SQL query on city_stats
SQL-->>Workflow: Return SQL results
end
alt Query involves PDF content
Workflow->>PDF: Process semantic search on PDFs
PDF-->>Workflow: Return PDF results
end
Workflow-->>UI: Return combined response
UI-->>User: Display result
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🧹 Nitpick comments (10)
dds-rag-ttsql/requirements.txt (1)
1-6: Consider pinning versions for reproducibility.Currently, none of the dependencies are version-pinned. While this works, pinning or specifying version constraints can help ensure consistent behavior across different environments and minimize unexpected breaking changes.
dds-rag-ttsql/app.py (4)
2-2: Remove unused importasyncio.The
asynciomodule is imported but never used. It’s best practice to remove unused imports to keep the code clean and prevent confusion.- import asyncio🧰 Tools
🪛 Ruff (0.8.2)
2-2:
asyncioimported but unusedRemove unused import:
asyncio(F401)
5-5: Remove unused imports fromrag_tsql.You import
get_agent_responseandload_documentsbut never use them in this file. Removing them cleans up the code.- from rag_tsql import get_agent_response, get_response, wf, load_documents, ... + from rag_tsql import get_response, wf🧰 Tools
🪛 Ruff (0.8.2)
5-5:
rag_tsql.get_agent_responseimported but unusedRemove unused import
(F401)
5-5:
rag_tsql.load_documentsimported but unusedRemove unused import
(F401)
8-8: Remove unused importfitz.The
fitz(PyMuPDF) library is imported but not actually used. Consider removing it to reduce clutter and potential confusion.- import fitz # PyMuPDF for PDF extraction🧰 Tools
🪛 Ruff (0.8.2)
8-8:
fitzimported but unusedRemove unused import:
fitz(F401)
114-114: Use a context manager when reading the image file.Using
open()without a context manager can leave the file handle open if an exception occurs. A context manager ensures the file is closed properly.- """.format(base64.b64encode(open("assets/image.png", "rb").read()).decode()), + """.format( + base64.b64encode( + (lambda f: f.read())(open("assets/image.png", "rb")) + ).decode() + ), # OR, for better readability, you can refactor outside the format: # with open("assets/image.png", "rb") as f: # encoded_img = base64.b64encode(f.read()).decode() # st.markdown( # f\"\"\" # <div class="header-container"> # <img src="data:image/png;base64,{encoded_img}" alt="CitySnooper Header"> # <div class="header-caption">CitySnooper – Your City Guide</div> # </div> # \"\"\", # unsafe_allow_html=True # )🧰 Tools
🪛 Ruff (0.8.2)
114-114: Use a context manager for opening files
(SIM115)
dds-rag-ttsql/README.md (1)
24-24: Clarify the “Setup AssemblyAI” heading.The heading references "AssemblyAI," but the text below sets up an OPENAI key. This may cause confusion. Consider updating the heading to accurately reflect the required provider.
- **Setup AssemblyAI**: + **Setup OpenAI**:dds-rag-ttsql/rag_tsql.py (4)
72-72: Remove duplicateQueryEngineToolimport.
QueryEngineToolis imported at lines 72 and 121. This redundancy can be removed to simplify the imports.72 from llama_index.core.tools import QueryEngineTool ... -121 from llama_index.core.tools import QueryEngineToolAlso applies to: 121-121
138-138: Remove extraneousfprefix.Line 138 uses an f-string without any placeholders. This can be replaced with a normal string to avoid confusion.
- f"Useful for answering semantic questions about content in the local PDFs." + "Useful for answering semantic questions about content in the local PDFs."🧰 Tools
🪛 Ruff (0.8.2)
138-138: f-string without any placeholders
Remove extraneous
fprefix(F541)
168-168: Remove unused importResponse.
Responseis imported but never used. Removing it reduces potential confusion and clutter.- from llama_index.core.base.response.schema import Response🧰 Tools
🪛 Ruff (0.8.2)
168-168:
llama_index.core.base.response.schema.Responseimported but unusedRemove unused import:
llama_index.core.base.response.schema.Response(F401)
169-169: Remove unused importFunctionTool.
FunctionToolis imported but never used. Removing it helps keep the codebase tidy.- from llama_index.core.tools import FunctionTool🧰 Tools
🪛 Ruff (0.8.2)
169-169:
llama_index.core.tools.FunctionToolimported but unusedRemove unused import:
llama_index.core.tools.FunctionTool(F401)
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⛔ Files ignored due to path filters (3)
dds-rag-ttsql/.DS_Storeis excluded by!**/.DS_Storedds-rag-ttsql/assets/image.pngis excluded by!**/*.pngdds-rag-ttsql/demo.movis excluded by!**/*.mov
📒 Files selected for processing (4)
dds-rag-ttsql/README.md(1 hunks)dds-rag-ttsql/app.py(1 hunks)dds-rag-ttsql/rag_tsql.py(1 hunks)dds-rag-ttsql/requirements.txt(1 hunks)
🧰 Additional context used
🪛 Ruff (0.8.2)
dds-rag-ttsql/app.py
2-2: asyncio imported but unused
Remove unused import: asyncio
(F401)
5-5: rag_tsql.get_agent_response imported but unused
Remove unused import
(F401)
5-5: rag_tsql.load_documents imported but unused
Remove unused import
(F401)
8-8: fitz imported but unused
Remove unused import: fitz
(F401)
114-114: Use a context manager for opening files
(SIM115)
dds-rag-ttsql/rag_tsql.py
121-121: Redefinition of unused QueryEngineTool from line 72
Remove definition: QueryEngineTool
(F811)
138-138: f-string without any placeholders
Remove extraneous f prefix
(F541)
168-168: llama_index.core.base.response.schema.Response imported but unused
Remove unused import: llama_index.core.base.response.schema.Response
(F401)
169-169: llama_index.core.tools.FunctionTool imported but unused
Remove unused import: llama_index.core.tools.FunctionTool
(F401)
Summary by CodeRabbit
New Features
Documentation
Chores