From 60536adfdecb6151ba9deb5279ae9d8edbcab148 Mon Sep 17 00:00:00 2001 From: Luv Jain Date: Tue, 30 Jan 2024 11:10:35 -0500 Subject: [PATCH 01/14] add credits to solara integration --- examples/solara/data-viz/app.py | 2 +- examples/solara/data-viz/app.zip | Bin 1592 -> 1616 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/solara/data-viz/app.py b/examples/solara/data-viz/app.py index 9320a7c7..45ee1471 100644 --- a/examples/solara/data-viz/app.py +++ b/examples/solara/data-viz/app.py @@ -2,7 +2,7 @@ This example shows how to use a language model tokenizer to encode and decode and how to search for a token -Inspired by: [Understanding GPT tokenizers by Simon Willison](https://simonwillison.net/2023/Jun/8/gpt-tokenizers/) +Inspired by: [Understanding GPT tokenizers by Simon Willison](https://simonwillison.net/2023/Jun/8/gpt-tokenizers/) & [GPT-4 Tokenizer](https://solara.dev/examples/ai/tokenizer) ## Note diff --git a/examples/solara/data-viz/app.zip 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b/examples/solara/data-viz/app.py @@ -2,7 +2,7 @@ This example shows how to use a language model tokenizer to encode and decode and how to search for a token -Inspired by: [Understanding GPT tokenizers by Simon Willison](https://simonwillison.net/2023/Jun/8/gpt-tokenizers/) & [GPT-4 Tokenizer](https://solara.dev/examples/ai/tokenizer) +Inspired by: [Understanding GPT tokenizers by Simon Willison](https://simonwillison.net/2023/Jun/8/gpt-tokenizers/) & [GPT-4 Tokenizer by Alonso Silva Allende](https://solara.dev/examples/ai/tokenizer) ## Note From 8e64e208c147eb94f68ee0f3289a6707cd6182b8 Mon Sep 17 00:00:00 2001 From: Luv Jain Date: Tue, 30 Jan 2024 11:35:30 -0500 Subject: [PATCH 03/14] renamed folder structure --- .../{data-viz => gpt-4-tokenizer}/app.py | 0 .../{data-viz => gpt-4-tokenizer}/app.zip | Bin 1616 -> 1616 bytes .../requirements.txt | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename examples/solara/{data-viz => gpt-4-tokenizer}/app.py (100%) rename examples/solara/{data-viz => gpt-4-tokenizer}/app.zip (96%) rename examples/solara/{data-viz => gpt-4-tokenizer}/requirements.txt (100%) diff --git a/examples/solara/data-viz/app.py b/examples/solara/gpt-4-tokenizer/app.py similarity index 100% rename from examples/solara/data-viz/app.py rename to examples/solara/gpt-4-tokenizer/app.py diff --git a/examples/solara/data-viz/app.zip b/examples/solara/gpt-4-tokenizer/app.zip similarity index 96% rename from examples/solara/data-viz/app.zip rename to examples/solara/gpt-4-tokenizer/app.zip index 33e18302cb16b9e3cf678f2bcf84cdbd8d4a06a4..a2eeb963833903566ad6a8f1dfa6b22b9b1ccea4 100644 GIT binary patch delta 12 Tcmcb>bAe}qE@SmZJtZ~(9-IUD delta 12 Tcmcb>bAe}qE@RwAJtZ~(9t#89 diff --git a/examples/solara/data-viz/requirements.txt b/examples/solara/gpt-4-tokenizer/requirements.txt similarity index 100% rename from examples/solara/data-viz/requirements.txt rename to examples/solara/gpt-4-tokenizer/requirements.txt From 12c94df6323b264de0f27d9abf5b95d5799abb62 Mon Sep 17 00:00:00 2001 From: Eduardo Blancas Date: Tue, 30 Jan 2024 12:11:30 -0600 Subject: [PATCH 04/14] dash docs and example (#94) --- doc/_toc.yml | 3 +- doc/apps/dash.md | 43 ++++++++++++++++++++++ examples/dash/simple-app/Dockerfile | 7 ++++ examples/dash/simple-app/app.py | 27 ++++++++++++++ examples/dash/simple-app/app.zip | Bin 0 -> 1161 bytes examples/dash/simple-app/requirements.txt | 4 ++ 6 files changed, 83 insertions(+), 1 deletion(-) create mode 100644 doc/apps/dash.md create mode 100644 examples/dash/simple-app/Dockerfile create mode 100644 examples/dash/simple-app/app.py create mode 100644 examples/dash/simple-app/app.zip create mode 100644 examples/dash/simple-app/requirements.txt diff --git a/doc/_toc.yml b/doc/_toc.yml index 7cd4318f..4a15a8ff 100644 --- a/doc/_toc.yml +++ b/doc/_toc.yml @@ -28,8 +28,9 @@ parts: - file: apps/panel - file: apps/chainlit - file: apps/gradio - - file: apps/docker - file: apps/shiny-express + - file: apps/dash + - file: apps/docker - file: apps/chalk-it - caption: App examples diff --git a/doc/apps/dash.md b/doc/apps/dash.md new file mode 100644 index 00000000..7bdd4092 --- /dev/null +++ b/doc/apps/dash.md @@ -0,0 +1,43 @@ +# Dash + +To deploy a [Dash](https://dash.plotly.com/) application to Ploomber Cloud you need: + +- A `Dockerfile` +- A Dash project + +## `Dockerfile` + +Use this [template](https://github.com/ploomber/doc/blob/main/examples/dash/simple-app/Dockerfile) `Dockerfile`: + +```Dockerfile +FROM python:3.11 + +COPY app.py app.py +COPY requirements.txt requirements.txt +RUN pip install -r requirements.txt + +ENTRYPOINT ["gunicorn", "app:server", "run", "--bind", "0.0.0.0:80"] +``` + +## Testing locally + +To test your app, you can use `docker` locally: + +```sh +# build the docker image +docker build . -t dash-app + +# run it +docker run -p 5000:80 dash-app +``` + +Now, open [http://0.0.0.0:5000/](http://0.0.0.0:5000/) to see your app. + + +## Deploy + +Once you have all your files, create a zip file. + +To deploy a Dash app from the deployment menu, select the Docker option and follow the instructions: + +![](../static/docker.png) \ No newline at end of file diff --git a/examples/dash/simple-app/Dockerfile b/examples/dash/simple-app/Dockerfile new file mode 100644 index 00000000..51de55ed --- /dev/null +++ b/examples/dash/simple-app/Dockerfile @@ -0,0 +1,7 @@ +FROM python:3.11 + +COPY app.py app.py +COPY requirements.txt requirements.txt +RUN pip install -r requirements.txt + +ENTRYPOINT ["gunicorn", "app:server", "run", "--bind", "0.0.0.0:80"] diff --git a/examples/dash/simple-app/app.py b/examples/dash/simple-app/app.py new file mode 100644 index 00000000..ed30f9cf --- /dev/null +++ b/examples/dash/simple-app/app.py @@ -0,0 +1,27 @@ +""" +Taken from Dash's documentation: https://dash.plotly.com/minimal-app +""" +from dash import Dash, html, dcc, callback, Output, Input +import plotly.express as px +import pandas as pd + +df = pd.read_csv( + "https://raw.githubusercontent.com/plotly/datasets/master/gapminder_unfiltered.csv" +) + +app = Dash(__name__) +server = app.server + +app.layout = html.Div( + [ + html.H1(children="Population by country", style={"textAlign": "center"}), + dcc.Dropdown(df.country.unique(), "Canada", id="dropdown-selection"), + dcc.Graph(id="graph-content"), + ] +) + + +@callback(Output("graph-content", "figure"), Input("dropdown-selection", "value")) +def update_graph(value): + dff = df[df.country == value] + return px.line(dff, x="year", y="pop") diff --git a/examples/dash/simple-app/app.zip b/examples/dash/simple-app/app.zip new file mode 100644 index 0000000000000000000000000000000000000000..29e3bb33ee3985f288c5f3d051544725dee0c434 GIT binary patch literal 1161 zcmWIWW@Zs#-~hs+c)JJ&DEP+2z`(|!z>ru_pjS{C8p6xK&S|+bwE~DibZG@Q10%~< zMg|6;UIvETAm8rW1_FCuhjYYUV{>14y?TJHD+t^TH_Q@!iJx#e6R}+|NFBDxr2; zcSzm6^T%dNzTtC9XzI{9%JnFX&+eJm^^2cxmc?jaEo8km&tY%bpX!qfpY+*VTHR>7 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--- examples/dash/clinical-analysis/Dockerfile | 6 + examples/dash/clinical-analysis/README.md | 3 + examples/dash/clinical-analysis/app.py | 734 ++++++++++++++++++ .../clinical-analysis/assets/Acumin-BdPro.otf | Bin 0 -> 83784 bytes .../dash/clinical-analysis/assets/base.css | 414 ++++++++++ .../assets/clinical-analytics.css | 197 +++++ .../dash/clinical-analysis/assets/resizing.js | 10 + .../data/clinical_analytics.csv.gz | Bin 0 -> 1638065 bytes .../dash/clinical-analysis/requirements.txt | 8 + 9 files changed, 1372 insertions(+) create mode 100644 examples/dash/clinical-analysis/Dockerfile create mode 100644 examples/dash/clinical-analysis/README.md create mode 100644 examples/dash/clinical-analysis/app.py create mode 100755 examples/dash/clinical-analysis/assets/Acumin-BdPro.otf create mode 100644 examples/dash/clinical-analysis/assets/base.css create mode 100644 examples/dash/clinical-analysis/assets/clinical-analytics.css create mode 100644 examples/dash/clinical-analysis/assets/resizing.js create mode 100644 examples/dash/clinical-analysis/data/clinical_analytics.csv.gz create mode 100644 examples/dash/clinical-analysis/requirements.txt diff --git a/examples/dash/clinical-analysis/Dockerfile b/examples/dash/clinical-analysis/Dockerfile new file mode 100644 index 00000000..7370b8fc --- /dev/null +++ b/examples/dash/clinical-analysis/Dockerfile @@ -0,0 +1,6 @@ +FROM python:3.11 + +COPY . . +RUN pip install -r requirements.txt + +ENTRYPOINT ["gunicorn", "app:server", "run", "--bind", "0.0.0.0:80"] diff --git a/examples/dash/clinical-analysis/README.md b/examples/dash/clinical-analysis/README.md new file mode 100644 index 00000000..d23ec5c0 --- /dev/null +++ b/examples/dash/clinical-analysis/README.md @@ -0,0 +1,3 @@ +# clinical analytics + +Based on [this example.](https://github.com/plotly/dash-sample-apps/tree/main/apps/dash-clinical-analytics) diff --git a/examples/dash/clinical-analysis/app.py b/examples/dash/clinical-analysis/app.py new file mode 100644 index 00000000..d2568824 --- /dev/null +++ b/examples/dash/clinical-analysis/app.py @@ -0,0 +1,734 @@ +import dash +import dash_core_components as dcc +import dash_html_components as html +from dash.dependencies import Input, Output, ClientsideFunction + +import numpy as np +import pandas as pd +import datetime +from datetime import datetime as dt +import pathlib + +app = dash.Dash( + __name__, + meta_tags=[{"name": "viewport", "content": "width=device-width, initial-scale=1"}], +) +app.title = "Clinical Analytics Dashboard" + +server = app.server +app.config.suppress_callback_exceptions = True + +# Path +BASE_PATH = pathlib.Path(__file__).parent.resolve() +DATA_PATH = BASE_PATH.joinpath("data").resolve() + +# Read data +df = pd.read_csv(DATA_PATH.joinpath("clinical_analytics.csv.gz")) + +clinic_list = df["Clinic Name"].unique() +df["Admit Source"] = df["Admit Source"].fillna("Not Identified") +admit_list = df["Admit Source"].unique().tolist() + +# Date +# Format checkin Time +df["Check-In Time"] = df["Check-In Time"].apply( + lambda x: dt.strptime(x, "%Y-%m-%d %I:%M:%S %p") +) # String -> Datetime + +# Insert weekday and hour of checkin time +df["Days of Wk"] = df["Check-In Hour"] = df["Check-In Time"] +df["Days of Wk"] = df["Days of Wk"].apply( + lambda x: dt.strftime(x, "%A") +) # Datetime -> weekday string + +df["Check-In Hour"] = df["Check-In Hour"].apply( + lambda x: dt.strftime(x, "%I %p") +) # Datetime -> int(hour) + AM/PM + +day_list = [ + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + "Sunday", +] + +check_in_duration = df["Check-In Time"].describe() + +# Register all departments for callbacks +all_departments = df["Department"].unique().tolist() +wait_time_inputs = [ + Input((i + "_wait_time_graph"), "selectedData") for i in all_departments +] +score_inputs = [Input((i + "_score_graph"), "selectedData") for i in all_departments] + + +def description_card(): + """ + + :return: A Div containing dashboard title & descriptions. + """ + return html.Div( + id="description-card", + children=[ + html.H5("Clinical Analytics"), + html.H3("Welcome to the Clinical Analytics Dashboard"), + html.Div( + id="intro", + children="Explore clinic patient volume by time of day, waiting time, and care score. Click on the heatmap to visualize patient experience at different time points.", + ), + ], + ) + + +def generate_control_card(): + """ + + :return: A Div containing controls for graphs. + """ + return html.Div( + id="control-card", + children=[ + html.P("Select Clinic"), + dcc.Dropdown( + id="clinic-select", + options=[{"label": i, "value": i} for i in clinic_list], + value=clinic_list[0], + ), + html.Br(), + html.P("Select Check-In Time"), + dcc.DatePickerRange( + id="date-picker-select", + start_date=dt(2014, 1, 1), + end_date=dt(2014, 1, 15), + min_date_allowed=dt(2014, 1, 1), + max_date_allowed=dt(2014, 12, 31), + initial_visible_month=dt(2014, 1, 1), + ), + html.Br(), + html.Br(), + html.P("Select Admit Source"), + dcc.Dropdown( + id="admit-select", + options=[{"label": i, "value": i} for i in admit_list], + value=admit_list[:], + multi=True, + ), + html.Br(), + html.Div( + id="reset-btn-outer", + children=html.Button(id="reset-btn", children="Reset", n_clicks=0), + ), + ], + ) + + +def generate_patient_volume_heatmap(start, end, clinic, hm_click, admit_type, reset): + """ + :param: start: start date from selection. + :param: end: end date from selection. + :param: clinic: clinic from selection. + :param: hm_click: clickData from heatmap. + :param: admit_type: admission type from selection. + :param: reset (boolean): reset heatmap graph if True. + + :return: Patient volume annotated heatmap. + """ + + filtered_df = df[ + (df["Clinic Name"] == clinic) & (df["Admit Source"].isin(admit_type)) + ] + filtered_df = filtered_df.sort_values("Check-In Time").set_index("Check-In Time")[ + start:end + ] + + x_axis = [datetime.time(i).strftime("%I %p") for i in range(24)] # 24hr time list + y_axis = day_list + + hour_of_day = "" + weekday = "" + shapes = [] + + if hm_click is not None: + hour_of_day = hm_click["points"][0]["x"] + weekday = hm_click["points"][0]["y"] + + # Add shapes + x0 = x_axis.index(hour_of_day) / 24 + x1 = x0 + 1 / 24 + y0 = y_axis.index(weekday) / 7 + y1 = y0 + 1 / 7 + + shapes = [ + dict( + type="rect", + xref="paper", + yref="paper", + x0=x0, + x1=x1, + y0=y0, + y1=y1, + line=dict(color="#ff6347"), + ) + ] + + # Get z value : sum(number of records) based on x, y, + + z = np.zeros((7, 24)) + annotations = [] + + for ind_y, day in enumerate(y_axis): + filtered_day = filtered_df[filtered_df["Days of Wk"] == day] + for ind_x, x_val in enumerate(x_axis): + sum_of_record = filtered_day[filtered_day["Check-In Hour"] == x_val][ + "Number of Records" + ].sum() + z[ind_y][ind_x] = sum_of_record + + annotation_dict = dict( + showarrow=False, + text="" + str(sum_of_record) + "", + xref="x", + yref="y", + x=x_val, + y=day, + font=dict(family="sans-serif"), + ) + # Highlight annotation text by self-click + if x_val == hour_of_day and day == weekday: + if not reset: + annotation_dict.update(size=15, font=dict(color="#ff6347")) + + annotations.append(annotation_dict) + + # Heatmap + hovertemplate = " %{y} %{x}

%{z} Patient Records" + + data = [ + dict( + x=x_axis, + y=y_axis, + z=z, + type="heatmap", + name="", + hovertemplate=hovertemplate, + showscale=False, + colorscale=[[0, "#caf3ff"], [1, "#2c82ff"]], + ) + ] + + layout = dict( + margin=dict(l=70, b=50, t=50, r=50), + modebar={"orientation": "v"}, + font=dict(family="Open Sans"), + annotations=annotations, + shapes=shapes, + xaxis=dict( + side="top", + ticks="", + ticklen=2, + tickfont=dict(family="sans-serif"), + tickcolor="#ffffff", + ), + yaxis=dict( + side="left", ticks="", tickfont=dict(family="sans-serif"), ticksuffix=" " + ), + hovermode="closest", + showlegend=False, + ) + return {"data": data, "layout": layout} + + +def generate_table_row(id, style, col1, col2, col3): + """Generate table rows. + + :param id: The ID of table row. + :param style: Css style of this row. + :param col1 (dict): Defining id and children for the first column. + :param col2 (dict): Defining id and children for the second column. + :param col3 (dict): Defining id and children for the third column. + """ + + return html.Div( + id=id, + className="row table-row", + style=style, + children=[ + html.Div( + id=col1["id"], + style={"display": "table", "height": "100%"}, + className="two columns row-department", + children=col1["children"], + ), + html.Div( + id=col2["id"], + style={"textAlign": "center", "height": "100%"}, + className="five columns", + children=col2["children"], + ), + html.Div( + id=col3["id"], + style={"textAlign": "center", "height": "100%"}, + className="five columns", + children=col3["children"], + ), + ], + ) + + +def generate_table_row_helper(department): + """Helper function. + + :param: department (string): Name of department. + :return: Table row. + """ + return generate_table_row( + department, + {}, + {"id": department + "_department", "children": html.B(department)}, + { + "id": department + "wait_time", + "children": dcc.Graph( + id=department + "_wait_time_graph", + style={"height": "100%", "width": "100%"}, + className="wait_time_graph", + config={ + "staticPlot": False, + "editable": False, + "displayModeBar": False, + }, + figure={ + "layout": dict( + margin=dict(l=0, r=0, b=0, t=0, pad=0), + xaxis=dict( + showgrid=False, + showline=False, + showticklabels=False, + zeroline=False, + ), + yaxis=dict( + showgrid=False, + showline=False, + showticklabels=False, + zeroline=False, + ), + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + ) + }, + ), + }, + { + "id": department + "_patient_score", + "children": dcc.Graph( + id=department + "_score_graph", + style={"height": "100%", "width": "100%"}, + className="patient_score_graph", + config={ + "staticPlot": False, + "editable": False, + "displayModeBar": False, + }, + figure={ + "layout": dict( + margin=dict(l=0, r=0, b=0, t=0, pad=0), + xaxis=dict( + showgrid=False, + showline=False, + showticklabels=False, + zeroline=False, + ), + yaxis=dict( + showgrid=False, + showline=False, + showticklabels=False, + zeroline=False, + ), + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + ) + }, + ), + }, + ) + + +def initialize_table(): + """ + :return: empty table children. This is intialized for registering all figure ID at page load. + """ + + # header_row + header = [ + generate_table_row( + "header", + {"height": "50px"}, + {"id": "header_department", "children": html.B("Department")}, + {"id": "header_wait_time_min", "children": html.B("Wait Time Minutes")}, + {"id": "header_care_score", "children": html.B("Care Score")}, + ) + ] + + # department_row + rows = [generate_table_row_helper(department) for department in all_departments] + header.extend(rows) + empty_table = header + + return empty_table + + +def generate_patient_table(figure_list, departments, wait_time_xrange, score_xrange): + """ + :param score_xrange: score plot xrange [min, max]. + :param wait_time_xrange: wait time plot xrange [min, max]. + :param figure_list: A list of figures from current selected metrix. + :param departments: List of departments for making table. + :return: Patient table. + """ + # header_row + header = [ + generate_table_row( + "header", + {"height": "50px"}, + {"id": "header_department", "children": html.B("Department")}, + {"id": "header_wait_time_min", "children": html.B("Wait Time Minutes")}, + {"id": "header_care_score", "children": html.B("Care Score")}, + ) + ] + + # department_row + rows = [generate_table_row_helper(department) for department in departments] + # empty_row + empty_departments = [item for item in all_departments if item not in departments] + empty_rows = [ + generate_table_row_helper(department) for department in empty_departments + ] + + # fill figures into row contents and hide empty rows + for ind, department in enumerate(departments): + rows[ind].children[1].children.figure = figure_list[ind] + rows[ind].children[2].children.figure = figure_list[ind + len(departments)] + for row in empty_rows[1:]: + row.style = {"display": "none"} + + # convert empty row[0] to axis row + empty_rows[0].children[0].children = html.B( + "graph_ax", style={"visibility": "hidden"} + ) + + empty_rows[0].children[1].children.figure["layout"].update( + dict(margin=dict(t=-70, b=50, l=0, r=0, pad=0)) + ) + + empty_rows[0].children[1].children.config["staticPlot"] = True + + empty_rows[0].children[1].children.figure["layout"]["xaxis"].update( + dict( + showline=True, + showticklabels=True, + tick0=0, + dtick=20, + range=wait_time_xrange, + ) + ) + empty_rows[0].children[2].children.figure["layout"].update( + dict(margin=dict(t=-70, b=50, l=0, r=0, pad=0)) + ) + + empty_rows[0].children[2].children.config["staticPlot"] = True + + empty_rows[0].children[2].children.figure["layout"]["xaxis"].update( + dict(showline=True, showticklabels=True, tick0=0, dtick=0.5, range=score_xrange) + ) + + header.extend(rows) + header.extend(empty_rows) + return header + + +def create_table_figure( + department, filtered_df, category, category_xrange, selected_index +): + """Create figures. + + :param department: Name of department. + :param filtered_df: Filtered dataframe. + :param category: Defining category of figure, either 'wait time' or 'care score'. + :param category_xrange: x axis range for this figure. + :param selected_index: selected point index. + :return: Plotly figure dictionary. + """ + aggregation = { + "Wait Time Min": "mean", + "Care Score": "mean", + "Days of Wk": "first", + "Check-In Time": "first", + "Check-In Hour": "first", + } + + df_by_department = filtered_df[ + filtered_df["Department"] == department + ].reset_index() + grouped = ( + df_by_department.groupby("Encounter Number").agg(aggregation).reset_index() + ) + patient_id_list = grouped["Encounter Number"] + + x = grouped[category] + y = list(department for _ in range(len(x))) + + f = lambda x_val: dt.strftime(x_val, "%Y-%m-%d") + check_in = ( + grouped["Check-In Time"].apply(f) + + " " + + grouped["Days of Wk"] + + " " + + grouped["Check-In Hour"].map(str) + ) + + text_wait_time = ( + "Patient # : " + + patient_id_list + + "
Check-in Time: " + + check_in + + "
Wait Time: " + + grouped["Wait Time Min"].round(decimals=1).map(str) + + " Minutes, Care Score : " + + grouped["Care Score"].round(decimals=1).map(str) + ) + + layout = dict( + margin=dict(l=0, r=0, b=0, t=0, pad=0), + clickmode="event+select", + hovermode="closest", + xaxis=dict( + showgrid=False, + showline=False, + showticklabels=False, + zeroline=False, + range=category_xrange, + ), + yaxis=dict( + showgrid=False, showline=False, showticklabels=False, zeroline=False + ), + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + ) + + trace = dict( + x=x, + y=y, + mode="markers", + marker=dict(size=14, line=dict(width=1, color="#ffffff")), + color="#2c82ff", + selected=dict(marker=dict(color="#ff6347", opacity=1)), + unselected=dict(marker=dict(opacity=0.1)), + selectedpoints=selected_index, + hoverinfo="text", + customdata=patient_id_list, + text=text_wait_time, + ) + + return {"data": [trace], "layout": layout} + + +app.layout = html.Div( + id="app-container", + children=[ + # Left column + html.Div( + id="left-column", + className="four columns", + children=[description_card(), generate_control_card()] + + [ + html.Div( + ["initial child"], id="output-clientside", style={"display": "none"} + ) + ], + ), + # Right column + html.Div( + id="right-column", + className="eight columns", + children=[ + # Patient Volume Heatmap + html.Div( + id="patient_volume_card", + children=[ + html.B("Patient Volume"), + html.Hr(), + dcc.Graph(id="patient_volume_hm"), + ], + ), + # Patient Wait time by Department + html.Div( + id="wait_time_card", + children=[ + html.B("Patient Wait Time and Satisfactory Scores"), + html.Hr(), + html.Div(id="wait_time_table", children=initialize_table()), + ], + ), + ], + ), + ], +) + + +@app.callback( + Output("patient_volume_hm", "figure"), + [ + Input("date-picker-select", "start_date"), + Input("date-picker-select", "end_date"), + Input("clinic-select", "value"), + Input("patient_volume_hm", "clickData"), + Input("admit-select", "value"), + Input("reset-btn", "n_clicks"), + ], +) +def update_heatmap(start, end, clinic, hm_click, admit_type, reset_click): + start = start + " 00:00:00" + end = end + " 00:00:00" + + reset = False + # Find which one has been triggered + ctx = dash.callback_context + + if ctx.triggered: + prop_id = ctx.triggered[0]["prop_id"].split(".")[0] + if prop_id == "reset-btn": + reset = True + + # Return to original hm(no colored annotation) by resetting + return generate_patient_volume_heatmap( + start, end, clinic, hm_click, admit_type, reset + ) + + +app.clientside_callback( + ClientsideFunction(namespace="clientside", function_name="resize"), + Output("output-clientside", "children"), + [Input("wait_time_table", "children")] + wait_time_inputs + score_inputs, +) + + +@app.callback( + Output("wait_time_table", "children"), + [ + Input("date-picker-select", "start_date"), + Input("date-picker-select", "end_date"), + Input("clinic-select", "value"), + Input("admit-select", "value"), + Input("patient_volume_hm", "clickData"), + Input("reset-btn", "n_clicks"), + ] + + wait_time_inputs + + score_inputs, +) +def update_table(start, end, clinic, admit_type, heatmap_click, reset_click, *args): + start = start + " 00:00:00" + end = end + " 00:00:00" + + # Find which one has been triggered + ctx = dash.callback_context + + prop_id = "" + prop_type = "" + triggered_value = None + if ctx.triggered: + prop_id = ctx.triggered[0]["prop_id"].split(".")[0] + prop_type = ctx.triggered[0]["prop_id"].split(".")[1] + triggered_value = ctx.triggered[0]["value"] + + # filter data + filtered_df = df[ + (df["Clinic Name"] == clinic) & (df["Admit Source"].isin(admit_type)) + ] + filtered_df = filtered_df.sort_values("Check-In Time").set_index("Check-In Time")[ + start:end + ] + departments = filtered_df["Department"].unique() + + # Highlight click data's patients in this table + if heatmap_click is not None and prop_id != "reset-btn": + hour_of_day = heatmap_click["points"][0]["x"] + weekday = heatmap_click["points"][0]["y"] + clicked_df = filtered_df[ + (filtered_df["Days of Wk"] == weekday) + & (filtered_df["Check-In Hour"] == hour_of_day) + ] # slice based on clicked weekday and hour + departments = clicked_df["Department"].unique() + filtered_df = clicked_df + + # range_x for all plots + wait_time_xrange = [ + filtered_df["Wait Time Min"].min() - 2, + filtered_df["Wait Time Min"].max() + 2, + ] + score_xrange = [ + filtered_df["Care Score"].min() - 0.5, + filtered_df["Care Score"].max() + 0.5, + ] + + figure_list = [] + + if prop_type != "selectedData" or ( + prop_type == "selectedData" and triggered_value is None + ): # Default condition, all "" + for department in departments: + department_wait_time_figure = create_table_figure( + department, filtered_df, "Wait Time Min", wait_time_xrange, "" + ) + figure_list.append(department_wait_time_figure) + + for department in departments: + department_score_figure = create_table_figure( + department, filtered_df, "Care Score", score_xrange, "" + ) + figure_list.append(department_score_figure) + + elif prop_type == "selectedData": + selected_patient = ctx.triggered[0]["value"]["points"][0]["customdata"] + selected_index = [ctx.triggered[0]["value"]["points"][0]["pointIndex"]] + + # [] turn on un-selection for all other plots, [index] for this department + for department in departments: + wait_selected_index = [] + if prop_id.split("_")[0] == department: + wait_selected_index = selected_index + + department_wait_time_figure = create_table_figure( + department, + filtered_df, + "Wait Time Min", + wait_time_xrange, + wait_selected_index, + ) + figure_list.append(department_wait_time_figure) + + for department in departments: + score_selected_index = [] + if department == prop_id.split("_")[0]: + score_selected_index = selected_index + + department_score_figure = create_table_figure( + department, + filtered_df, + "Care Score", + score_xrange, + score_selected_index, + ) + figure_list.append(department_score_figure) + + # Put figures in table + table = generate_patient_table( + figure_list, departments, wait_time_xrange, score_xrange + ) + return table + + +# Run the server +if __name__ == "__main__": + app.run_server(debug=True) diff --git a/examples/dash/clinical-analysis/assets/Acumin-BdPro.otf b/examples/dash/clinical-analysis/assets/Acumin-BdPro.otf new file mode 100755 index 0000000000000000000000000000000000000000..8bfd63de52bd182268684360afc84993a6edf580 GIT binary patch literal 83784 zcmc$`cU)A-vp9Mtof*!+0CN~r#xpY_k`yEhn1}+dBB+RpiJTcEqpo5OsB2nt)-~sx z!y4C|*MPdFUDK`@d$4i$Ri85$_I~eu_xF2$Jo(J&>aMQp>grTo-EFs?J-bm>R23zm z;=)3EL{_`Z+DcJW4g7+`J9RQ_xPCp0qAZ$H)R8w4Jz}CDT||l6?}1Pe71yl?_c3h> zMV+ysr~yl(dL)F|bvPCsYZc>!xq5R~ELP<~@pe*d*Ll-3H zr%wx9%rFgd{$_^d)JW0E2ApWXIPUe7wB<454YplypOn%Hopr{9;2)L8`H+&{&jQlAh*i2+hkgbkEMr zDk(N}PcKd{Ducw()YAOy0z+JpG0d2k=I!a_?cFvsA}q44fPi!lf`GJckl3zgZiI(V 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+table { + border-collapse: collapse; +} +th, +td { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #E1E1E1; } +th:first-child, +td:first-child { + padding-left: 0; } +th:last-child, +td:last-child { + padding-right: 0; } + + +/* Spacing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +button, +.button { + margin-bottom: 0rem; } +input, +textarea, +select, +fieldset { + margin-bottom: 0rem; } +pre, +dl, +figure, +table, +form { + margin-bottom: 0rem; } +p, +ul, +ol { + margin-bottom: 0.75rem; } + +/* Utilities +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.u-full-width { + width: 100%; + box-sizing: border-box; } +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; } +.u-pull-right { + float: right; } +.u-pull-left { + float: left; } + + +/* Misc +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #E1E1E1; } + + +/* Clearing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ + +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; } + + +/* Media Queries +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ + + +/* Larger than mobile */ +@media (min-width: 400px) {} + +/* Larger than phablet (also point when grid becomes active) */ +@media (min-width: 550px) {} + +/* Larger than tablet */ +@media (min-width: 750px) {} + +/* Larger than desktop */ +@media (min-width: 1000px) {} + +/* Larger than Desktop HD */ +@media (min-width: 1200px) {} \ No newline at end of file diff --git a/examples/dash/clinical-analysis/assets/clinical-analytics.css b/examples/dash/clinical-analysis/assets/clinical-analytics.css new file mode 100644 index 00000000..2ce839b7 --- /dev/null +++ b/examples/dash/clinical-analysis/assets/clinical-analytics.css @@ -0,0 +1,197 @@ +@font-face { + font-family: Acumin; + font-weight: bold; + src: url("Acumin-BdPro.otf") format("opentype"); +} + +#app-container { + width: 100%; + max-width: none; +} + +body { + background-color: #f9f9f9; + color: #333333; + font-size: 15px; + margin: 0px; +} + +hr { + margin: 0.3rem 0rem; +} + +.banner { + height: 5.5rem; + padding: 0rem 2rem 0rem; + background-color: white; + display: flex; + flex-direction: row; + align-items: center; +} + +.banner Img { + position: relative; + height: 3rem; + width: auto; + margin-left: 2%; +} + +H5 { + color: #2c8cff; + font-weight: 300; +} + +H5, H3 { + font-family: Acumin, "Helvetica Neue", sans-serif; +} + +#left-column { + margin-top: 20px; + padding: 0rem 2rem; + display: flex; + flex-direction: column; + align-items: center; + min-height: calc(100vh - 5.5rem); +} + +#right-column { + background-color: #f4f4f4; + padding: 0rem 2rem; + min-height: calc(100vh - 5.5rem); +} + +.table-row { + height: 63px; + vertical-align: middle; + font-size: 13px; +} + +.wait_time_graph > div, .patient_score_graph > div { + height: 100% !important; + width: 100% !important; +} + +.draglayer { + cursor: pointer !important; +} + +#intro { + margin: 20px 0px; + font-family: "Helvetica Neue", sans-serif; + text-align: justify; +} + +#control-card > p { + font-weight: bold; +} + +#patient_volume_card, #wait_time_card { + background-color: #FFFFFF; + padding: 1rem; + margin: auto; + margin-top: 20px; +} + +#patient_volume_card > b, #wait_time_card > b { + line-height: 2.5; +} + +#wait_time_card { + margin: 20px 0px; +} + +#patient_volume_hm { + height: 400px; +} + +.table-row:nth-child(even) { + background-color: #f2f2f2; +} + +.row-department > b { + display: table-cell; + vertical-align: middle; +} + +#header_wait_time_min, #header_care_score { + display: table; +} + +#header_wait_time_min > b, #header_care_score > b { + display: table-cell; + vertical-align: middle; +} + + +/* + ##Device = Most of the Smartphones Mobiles / ipad (Portrait) + */ + +@media only screen and (max-width: 750px), screen and (min-width: 768px) and (max-width: 1024px) { + + body { + font-size: 13px; + margin: 0px; + } + + .banner { + height: 6rem; + } + + h5 { + font-size: 1.8rem; + } + + h3 { + font-size: 2.5rem; + } + + #intro { + margin: 10px 0px; + } + + #left-column, #right-column { + width: 100%; + margin-left: 0px; + } + + #right-column { + padding: 0rem 0.5rem; + } + + #reset-btn-outer { + text-align: center; + } + + .table-row > div { + width: 100% !important; + text-align: center; + margin: auto; + } + + .table-row:nth-child(even), .table-row:nth-child(odd) { + background-color: #FFFFFF; + } + + #header { + display: none; + } + + #wait_time_table:after { + content: ""; + display: table; + clear: both; + } + + #patient_volume_card > b, #wait_time_card > b { + line-height: 2.5; + font-size: 13px; + display: block; + text-align: center; + } + + .annotation-text { + font-size: 0.8rem !important; + } + +} \ No newline at end of file diff --git a/examples/dash/clinical-analysis/assets/resizing.js b/examples/dash/clinical-analysis/assets/resizing.js new file mode 100644 index 00000000..7f826252 --- /dev/null +++ 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b/examples/dash/clinical-analytics/requirements.txt similarity index 100% rename from examples/dash/clinical-analysis/requirements.txt rename to examples/dash/clinical-analytics/requirements.txt From cf5ad299eeffb3572c9adf36e1887f2a1a42ef25 Mon Sep 17 00:00:00 2001 From: Eduardo Blancas Date: Tue, 30 Jan 2024 19:16:09 -0600 Subject: [PATCH 07/14] adds news summarizer panel demo --- examples/panel/rag-news/app.py | 159 +++++++++++++++++++++++ examples/panel/rag-news/requirements.txt | 5 + 2 files changed, 164 insertions(+) create mode 100644 examples/panel/rag-news/app.py create mode 100644 examples/panel/rag-news/requirements.txt diff --git a/examples/panel/rag-news/app.py b/examples/panel/rag-news/app.py new file mode 100644 index 00000000..4139c24d --- /dev/null +++ b/examples/panel/rag-news/app.py @@ -0,0 +1,159 @@ +""" +Demonstrates how to use the `ChatInterface` and a `callback` function to respond. + +The chatbot Assistant echoes back the message entered by the User. + +https://github.com/holoviz-topics/panel-chat-examples/blob/main/docs/examples/basics/basic_chat.py +""" +from pathlib import Path +import json + +import panel as pn +from openai import OpenAI +from gnews import GNews +from scipy.spatial import KDTree +import numpy as np + + +client = OpenAI() +google_news = GNews() + +pn.extension() + +# these are the values that the GNews.get_news_by_topic function can take +TOPICS = { + "WORLD", + "NATION", + "BUSINESS", + "TECHNOLOGY", + "ENTERTAINMENT", + "SPORTS", + "SCIENCE", + "HEALTH", +} + + +def get_descriptions(news): + """Get news descriptions from a list of dictionaries, as returned by GNews""" + return [article["description"] for article in news] + + +class EmbeddingsStore: + def __init__(self): + self._path = Path("embeddings.json") + + if not self._path.exists(): + self._data = {} + else: + self._data = json.loads(self._path.read_text()) + + def get_one(self, text): + if text in self._data: + return self._data[text] + + response = client.embeddings.create(input=text, model="text-embedding-3-small") + + embedding = response.data[0].embedding + + self._data[text] = embedding + self._path.write_text(json.dumps(self._data)) + + return embedding + + def get_many(self, content): + return [self.get_one(text) for text in content] + + def __len__(self): + return len(self._data) + + +store = EmbeddingsStore() + + +def topic_classifier(user_query): + """Given a user query, return a topic that GNews can process""" + topics_ = ", ".join(TOPICS) + system_prompt = f""" +You're a system that determines the topic of a news question. + +You must classify a user prompt into one of the following values: + +{topics_} +""" + + response = client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": "What happened in soccer today?"}, + {"role": "system", "content": "SPORTS"}, + {"role": "user", "content": "I want to know biz news"}, + {"role": "system", "content": "BUSINESS"}, + {"role": "user", "content": user_query}, + ], + seed=42, + n=1, + ) + return response.choices[0].message.content + + +def news_agent(user_query, verbose=False): + """An agent that can retrieve news by topic and summarizes them""" + # determine the topic based on the query + topic = topic_classifier(user_query) + + if verbose: + print(f"Topic: {topic}") + + # get news that correspond to the selected topic + news = google_news.get_news_by_topic(topic)[:5] + + descriptions = get_descriptions(news) + + # compute the embeddings for the retrieved news + embeddings = store.get_many(descriptions) + + # find the 10 most relevant news given the query + kdtree = KDTree(np.array(embeddings)) + _, indexes = kdtree.query(store.get_one(user_query), k=3) + + descriptions_relevant = [descriptions[i] for i in indexes] + + descriptions_text = "\n\n##\n\n".join(descriptions_relevant) + + system_prompt = f""" +You are a helpful news assistant that can answer questions about today's news. + +Here are the top news from today (separated by ##), use these to generate your answer, +and disregard news that are not relevant to answer the question: + +{descriptions_text} +""" + + if verbose: + print(f"System prompt: {system_prompt}") + + response = client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": user_query}, + ], + seed=42, + n=1, + ) + + return response.choices[0].message.content + + +def callback(contents: str, user: str, instance: pn.chat.ChatInterface): + return news_agent(contents) + + +chat_interface = pn.chat.ChatInterface(callback=callback) +chat_interface.send( + "Enter a message in the TextInput below and receive an echo!", + user="System", + respond=False, +) +chat_interface.servable() diff --git a/examples/panel/rag-news/requirements.txt b/examples/panel/rag-news/requirements.txt new file mode 100644 index 00000000..fc339554 --- /dev/null +++ b/examples/panel/rag-news/requirements.txt @@ -0,0 +1,5 @@ +panel +openai +gnews +scipy +numpy \ No newline at end of file From 80100eab3a2e9cb7ff9366e650f4d72569a5645c Mon Sep 17 00:00:00 2001 From: Eduardo Blancas Date: Tue, 30 Jan 2024 19:18:39 -0600 Subject: [PATCH 08/14] news summarizer update --- examples/panel/rag-news/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/panel/rag-news/app.py b/examples/panel/rag-news/app.py index 4139c24d..e583a481 100644 --- a/examples/panel/rag-news/app.py +++ b/examples/panel/rag-news/app.py @@ -152,7 +152,7 @@ def callback(contents: str, user: str, instance: pn.chat.ChatInterface): chat_interface = pn.chat.ChatInterface(callback=callback) chat_interface.send( - "Enter a message in the TextInput below and receive an echo!", + "Ask me anything about today's news! Note: each query takes ~10s to process, as it needs to download the news.", user="System", respond=False, ) From c05f62aa0febc2fbc12c7030cc700e95b542d26f Mon Sep 17 00:00:00 2001 From: Eduardo Blancas Date: Wed, 31 Jan 2024 10:39:51 -0600 Subject: [PATCH 09/14] updates rag news code --- examples/panel/rag-news/.gitignore | 2 + examples/panel/rag-news/README.md | 7 ++ examples/panel/rag-news/app.py | 65 ++++-------------- examples/panel/rag-news/rag_news.py | 101 ++++++++++++++++++++++++++++ 4 files changed, 122 insertions(+), 53 deletions(-) create mode 100644 examples/panel/rag-news/.gitignore create mode 100644 examples/panel/rag-news/README.md create mode 100644 examples/panel/rag-news/rag_news.py diff --git a/examples/panel/rag-news/.gitignore b/examples/panel/rag-news/.gitignore new file mode 100644 index 00000000..20a921f4 --- /dev/null +++ b/examples/panel/rag-news/.gitignore @@ -0,0 +1,2 @@ +news/ +embeddings \ No newline at end of file diff --git a/examples/panel/rag-news/README.md b/examples/panel/rag-news/README.md new file mode 100644 index 00000000..a6ab678a --- /dev/null +++ b/examples/panel/rag-news/README.md @@ -0,0 +1,7 @@ +# News summarizer + +To download today's news and compute the embeddings (needs OpenAI API key): + +```sh +python rag_news.py +``` \ No newline at end of file diff --git a/examples/panel/rag-news/app.py b/examples/panel/rag-news/app.py index e583a481..b2b86b09 100644 --- a/examples/panel/rag-news/app.py +++ b/examples/panel/rag-news/app.py @@ -5,67 +5,20 @@ https://github.com/holoviz-topics/panel-chat-examples/blob/main/docs/examples/basics/basic_chat.py """ -from pathlib import Path -import json - import panel as pn from openai import OpenAI from gnews import GNews from scipy.spatial import KDTree import numpy as np +from rag_news import TOPICS, get_news_by_topic, EmbeddingsStore, get_descriptions + client = OpenAI() google_news = GNews() pn.extension() -# these are the values that the GNews.get_news_by_topic function can take -TOPICS = { - "WORLD", - "NATION", - "BUSINESS", - "TECHNOLOGY", - "ENTERTAINMENT", - "SPORTS", - "SCIENCE", - "HEALTH", -} - - -def get_descriptions(news): - """Get news descriptions from a list of dictionaries, as returned by GNews""" - return [article["description"] for article in news] - - -class EmbeddingsStore: - def __init__(self): - self._path = Path("embeddings.json") - - if not self._path.exists(): - self._data = {} - else: - self._data = json.loads(self._path.read_text()) - - def get_one(self, text): - if text in self._data: - return self._data[text] - - response = client.embeddings.create(input=text, model="text-embedding-3-small") - - embedding = response.data[0].embedding - - self._data[text] = embedding - self._path.write_text(json.dumps(self._data)) - - return embedding - - def get_many(self, content): - return [self.get_one(text) for text in content] - - def __len__(self): - return len(self._data) - store = EmbeddingsStore() @@ -94,7 +47,9 @@ def topic_classifier(user_query): seed=42, n=1, ) - return response.choices[0].message.content + topic = response.choices[0].message.content.upper() + + return "WORLD" if topic not in TOPICS else topic def news_agent(user_query, verbose=False): @@ -106,7 +61,7 @@ def news_agent(user_query, verbose=False): print(f"Topic: {topic}") # get news that correspond to the selected topic - news = google_news.get_news_by_topic(topic)[:5] + news = get_news_by_topic(topic) descriptions = get_descriptions(news) @@ -152,8 +107,12 @@ def callback(contents: str, user: str, instance: pn.chat.ChatInterface): chat_interface = pn.chat.ChatInterface(callback=callback) chat_interface.send( - "Ask me anything about today's news! Note: each query takes ~10s to process, as it needs to download the news.", + "Ask me anything about today's news! You can deploy your own by signing up at https://ploomber.io", user="System", respond=False, ) -chat_interface.servable() + +pn.template.MaterialTemplate( + title="News summarizer", + main=[chat_interface], +).servable() diff --git a/examples/panel/rag-news/rag_news.py b/examples/panel/rag-news/rag_news.py new file mode 100644 index 00000000..5b11f896 --- /dev/null +++ b/examples/panel/rag-news/rag_news.py @@ -0,0 +1,101 @@ +import json +from pathlib import Path + +from gnews import GNews +from openai import OpenAI + +client = OpenAI() + +# these are the values that the GNews.get_news_by_topic function can take +TOPICS = { + "WORLD", + "NATION", + "BUSINESS", + "TECHNOLOGY", + "ENTERTAINMENT", + "SPORTS", + "SCIENCE", + "HEALTH", +} + + +class EmbeddingsStore: + def __init__(self): + self._path = Path("embeddings.json") + + if not self._path.exists(): + self._data = {} + else: + self._data = json.loads(self._path.read_text()) + + def get_one(self, text): + if text in self._data: + return self._data[text] + + response = client.embeddings.create(input=text, model="text-embedding-3-small") + + embedding = response.data[0].embedding + + self._data[text] = embedding + self._path.write_text(json.dumps(self._data)) + + return embedding + + def get_many(self, content): + return [self.get_one(text) for text in content] + + def __len__(self): + return len(self._data) + + def clear(self): + self._path.unlink() + self._data = {} + + +news_dir = Path("news") + + +def download_news(): + """Download news from GNews for each topic""" + + news_dir.mkdir(exist_ok=True) + + google_news = GNews() + + for topic in TOPICS: + print(f"Downloading news for {topic}...") + news = google_news.get_news_by_topic(topic) + + with open(news_dir / f"{topic}.json", "w") as file: + json.dump(news, file, indent=2) + + print(f"Downloaded {len(news)} news for {topic}") + + +def get_news_by_topic(topic): + """Get news from a specific topic""" + with open(news_dir / f"{topic}.json") as file: + return json.load(file) + + +def get_descriptions(news): + """Get news descriptions from a list of dictionaries, as returned by GNews""" + return [article["description"] for article in news] + + +def compute_embeddings(): + store = EmbeddingsStore() + store.clear() + + for topic in TOPICS: + news = get_news_by_topic(topic) + descriptions = get_descriptions(news) + store.get_many(descriptions) + + +if __name__ == "__main__": + # download today's news + download_news() + + # compute embeddings + compute_embeddings() From 194f85c2d3123630633a23549a8c9077225099b6 Mon Sep 17 00:00:00 2001 From: Bryan Ho Date: Wed, 31 Jan 2024 21:04:11 -0500 Subject: [PATCH 10/14] Add instructions for secrets in CLI (#98) * add env var cli instructions and note * routing issues * remove section links * rephrase, tip * suggestions * test cross ref * use label for ref * update links * revert links * typo --- doc/user-guide/cli.md | 25 ++++++++++++++++++++++++- doc/user-guide/env-vars.md | 5 +++++ 2 files changed, 29 insertions(+), 1 deletion(-) diff --git a/doc/user-guide/cli.md b/doc/user-guide/cli.md index 2f4771d0..52d20cf5 100644 --- a/doc/user-guide/cli.md +++ b/doc/user-guide/cli.md @@ -16,6 +16,7 @@ Then, set your API key ([learn how to get it](../quickstart/apikey.md)): ploomber-cloud key YOURKEY ``` +(init)= ## Initialize a new app If you want to create a new app, run the `init` command: @@ -64,4 +65,26 @@ Then, execute: ```sh ploomber-cloud deploy -``` \ No newline at end of file +``` + +## Defining environment variables + +If your project uses environment variables, you can define them in an `.env` file. + +In your main project directory, create an `.env` file. Open it in your code editor, and enter your environment variables. It should look like this: + +``` +MY_ENV_VAR_1=value_1 +MY_ENV_VAR_2=value_2 +``` + +Now make sure your project has been [initialized](#init), and deploy it: + +```sh +ploomber-cloud deploy +``` + +The command-line interface will automatically read and encrypt your environment variables and include them in the deployment. +For security reasons, your `.env` file is replaced with an empty file at runtime. Ploomber only stores your encrypted environment variables. + +To learn how to read your environment variables from within your application, see [Reading variables.](./env-vars.md) \ No newline at end of file diff --git a/doc/user-guide/env-vars.md b/doc/user-guide/env-vars.md index c3cdd52a..e859de70 100644 --- a/doc/user-guide/env-vars.md +++ b/doc/user-guide/env-vars.md @@ -15,6 +15,11 @@ To add more, click on the button to the right: ![](../static/env-vars/env-vars-plus.png) + +```{tip} +You can also define environment variables using the [command-line interface.](./cli.md) +``` + ## Reading variables To read the variables, use the following Python code: From 2d1b3ef9460efa6dee627b46aea610c0f3d48e6a Mon Sep 17 00:00:00 2001 From: Snehan Kekre Date: Thu, 1 Feb 2024 21:08:58 +0530 Subject: [PATCH 11/14] Typo: replace Panel with Streamlit in Streamlit deployment guide (#99) --- doc/apps/streamlit.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/apps/streamlit.md b/doc/apps/streamlit.md index a4d1428f..a6cb3dec 100644 --- a/doc/apps/streamlit.md +++ b/doc/apps/streamlit.md @@ -1,6 +1,6 @@ # Streamlit -Ploomber Cloud supports [Streamlit](https://streamlit.io/). For information on how to develop Panel apps, [please check the documentation](https://docs.streamlit.io/). +Ploomber Cloud supports [Streamlit](https://streamlit.io/). For information on how to develop Streamlit apps, [please check the documentation](https://docs.streamlit.io/). To deploy a Streamlit app you need at least two files: @@ -26,4 +26,4 @@ numpy To deploy a Streamlit app from the deployment menu, follow these instructions: -![](../static/streamlit.png) \ No newline at end of file +![](../static/streamlit.png) From 2d374459e3ac9213fa6d430ac06ea7cb16e93155 Mon Sep 17 00:00:00 2001 From: Laura Gutierrez Funderburk Date: Thu, 1 Feb 2024 16:22:59 -0800 Subject: [PATCH 12/14] Customer chatbot (#90) * add pipeline * init fast api application - package draft into script * finalize app * upgrade app for deployment * add readme and documentation to API * add test to suite * Add ploomber cloud instructions * remove =2.2.0 file * add missing file to dockerfile * fix readme and add curl commands --- examples/docker/fastapi-ai-helper/Dockerfile | 11 ++ examples/docker/fastapi-ai-helper/README.md | 140 +++++++++++++++ examples/docker/fastapi-ai-helper/__init__.py | 0 examples/docker/fastapi-ai-helper/app.py | 152 ++++++++++++++++ .../fastapi-ai-helper/pipelinehelper.py | 168 ++++++++++++++++++ .../docker/fastapi-ai-helper/requirements.txt | 10 ++ .../fastapi-ai-helper/sample_llm_test.py | 87 +++++++++ 7 files changed, 568 insertions(+) create mode 100644 examples/docker/fastapi-ai-helper/Dockerfile create mode 100644 examples/docker/fastapi-ai-helper/README.md create mode 100644 examples/docker/fastapi-ai-helper/__init__.py create mode 100644 examples/docker/fastapi-ai-helper/app.py create mode 100644 examples/docker/fastapi-ai-helper/pipelinehelper.py create mode 100644 examples/docker/fastapi-ai-helper/requirements.txt create mode 100644 examples/docker/fastapi-ai-helper/sample_llm_test.py diff --git a/examples/docker/fastapi-ai-helper/Dockerfile b/examples/docker/fastapi-ai-helper/Dockerfile new file mode 100644 index 00000000..d2d1ed5e --- /dev/null +++ b/examples/docker/fastapi-ai-helper/Dockerfile @@ -0,0 +1,11 @@ +FROM python:3.11 + +COPY app.py app.py +COPY pipelinehelper.py pipelinehelper.py +COPY data.csv data.csv +COPY .env .env +COPY requirements.txt requirements.txt +RUN pip install torch==2.1.1 torchvision==0.16.1 --index-url https://download.pytorch.org/whl/cpu +RUN pip install -r requirements.txt + +ENTRYPOINT ["uvicorn", "app:app", "--host=0.0.0.0", "--port=80"] diff --git a/examples/docker/fastapi-ai-helper/README.md b/examples/docker/fastapi-ai-helper/README.md new file mode 100644 index 00000000..9f0ddc7c --- /dev/null +++ b/examples/docker/fastapi-ai-helper/README.md @@ -0,0 +1,140 @@ +# About this application + +This is an LLM-based API with a focus on helping you answer questions about orders. 🚀 + +## How it works + +This API uses the [Haystack](https://haystack.deepset.ai/overview/intro) framework to build a +Retrieval Augmented Generation (RAG) pipeline that can answer questions about orders. +The pipeline is initialized with a document store that contains information about orders. +The pipeline uses the document store to answer questions about orders. + +The API is built with [FastAPI](https://fastapi.tiangolo.com/), a modern, fast (high-performance), +web framework for building APIs with Python 3.6+ based on standard Python type hints. + +It is deployed on [Ploomber Cloud](https://ploomber.io/), a platform for building and deploying +Python data and AI-based apps. + +## Sample data + +Data source: UCI Machine Learning Repository "Online Retail" dataset + +Link: https://archive.ics.uci.edu/dataset/352/online+retail + +| invoiceno | stockcode | description | quantity |invoicedate |unitprice | customerid| country | +|-----------|-----------|-----------------------------------|-----------|----------------|-----------|----------|-----------------| +|536365 |85123A |WHITE HANGING HEART T-LIGHT HOLDER | 6 | 12/1/2010 8:26 | 2.55 | 17850 | United Kingdom | +|536367 |84879 |ASSORTED COLOUR BIRD ORNAMENT | 32 | 12/1/2010 8:34 | 1.69 | 13047 | United Kingdom | +|536381 |47580 |TEA TIME DES TEA COSY | 2 | 12/1/2010 9:41 | 2.55 | 15311 | United Kingdom | +|536858 |22326 |ROUND SNACK BOXES SET OF4 WOODLAND | 30 | 12/3/2010 10:36| 2.95 | 13520 | Switzerland | +|537463 |22961 |JAM MAKING SET PRINTED | 12 | 12/7/2010 10:08| 1.45 | 12681 | France | + +## Sample questions + +* What is the total cost for order with invoice number 537463? +* What were the items in order 536365? +* How many items were in order 536858? +* Can I still cancel order with invoice number 536365? + +Order numbers you can try: '536365', '536366', '536367', '536368', '536369', '536370' +Orders that contain information on cancellations: 'C536379', 'C536383', 'C536391' + +## Using the curl command + +For example, for the question `What were the items in order 536365?` you can run +the following curl command: + +```bash +curl -X 'POST' + 'https://calm-violet-6179.ploomberapp.io/query' + -H 'accept: application/json' + -H 'Content-Type: application/json' + -d '{ + "query": "What were the items in order 536365?" + }' +``` +This yields a JSON object with an answer key: + +```bash +{ + "answer": "The items in order 536365 were: + 1. WHITE METAL LANTERN + 2. SET 7 BABUSHKA NESTING BOXES + 3. WHITE HANGING HEART T-LIGHT HOLDER + 4. CREAM CUPID HEARTS COAT HANGER + 5. RED WOOLLY HOTTIE WHITE HEART. + 6. GLASS STAR FROSTED T-LIGHT HOLDER + 7. KNITTED UNION FLAG HOT WATER BOTTLE" + } +``` + +Similarly, for `What is the total cost for order with invoice number 537463?` you can run + +```bash +curl -X 'POST' + 'https://calm-violet-6179.ploomberapp.io/query' + -H 'accept: application/json' + -H 'Content-Type: application/json' + -d '{ + "query": "What is the total cost for order with invoice number 537463?" + }' +``` + +This yields a JSON object with an answer key: + +```bash +{ + "answer": "The total cost for order with invoice number 537463 is calculated as follows: + - STRAWBERRY LUNCH BOX WITH CUTLERY: 6 * 2.55 = 15.3 + - LUNCH BOX WITH CUTLERY RETROSPOT: 6 * 2.55 = 15.3 + - POSTAGE: 4 * 18.0 = 72.0 + - DOORMAT RESPECTABLE HOUSE: 2 * 7.95 = 15.9 + - TABLECLOTH RED APPLES DESIGN: 4 * 8.5 = 34.0 + - GUMBALL COAT RACK: 36 * 2.1 = 75.6 + - WOODLAND STICKERS: 12 * 0.85 = 10.2 + - IVORY DINER WALL CLOCK: 2 * 8.5 = 17.0 + - RED RETROSPOT CUP: 16 * 0.85 = 13.6 + - WOODLAND CHARLOTTE BAG: 10 * 0.85 = 8.5 + + Adding all these up, the total cost for order with invoice number 537463 is 15.3 + 15.3 + 72.0 + 15.9 + 34.0 + 75.6 + 10.2 + 17.0 + 13.6 + 8.5 = 277.4." +} +``` + +## Key components in this application + +1. `pipelinehelper.py`: This file contains the code for the pipeline. It uses the Haystack framework to build a RAG pipeline that can answer questions about orders. The pipeline is initialized with a document store that contains information about orders. The pipeline uses the document store to answer questions about orders. + +2. `app.py`: This file contains the code for the API. It uses FastAPI to build an API that can answer questions about orders. The API is initialized with a pipeline that can answer questions about orders. + +3. `Dockerfile`: This file contains the instructions for building a Docker image for this application. + +4. `requirements.txt`: This file contains the Python dependencies for this application. + + +## Deploying this application on Ploomber Cloud + +Ensure you have an account and an API key. Refer to the [documentation on creating an account](https://docs.cloud.ploomber.io/en/latest/quickstart/signup.html) and [documentation on generating an API key](https://docs.cloud.ploomber.io/en/latest/quickstart/apikey.html) for more details. + +### 1. Install Ploomber Cloud's CLI + +```bash +pip install ploomber-cloud +``` + +### 2. Connect your API key + +```bash +ploomber-cloud key YOURKEY +``` + +### 3. Initialize your app + +```bash +ploomber-cloud init +``` + +### 4. Deploy your app + +```bash +ploomber-cloud deploy +``` \ No newline at end of file diff --git a/examples/docker/fastapi-ai-helper/__init__.py b/examples/docker/fastapi-ai-helper/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/examples/docker/fastapi-ai-helper/app.py b/examples/docker/fastapi-ai-helper/app.py new file mode 100644 index 00000000..a017ac33 --- /dev/null +++ b/examples/docker/fastapi-ai-helper/app.py @@ -0,0 +1,152 @@ +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel +import os +from dotenv import load_dotenv +import uvicorn + +from pipelinehelper import (read_and_clean_csv, + generate_haystack_documents, + populate_document_store, + initialize_pipeline) + +description = """ +This is an LLM-based API with a focus on helping you answer questions about orders. 🚀 + +## How it works + +This API uses the [Haystack](https://haystack.deepset.ai/overview/intro) framework to build a +Retrieval Augmented Generation (RAG) pipeline that can answer questions about orders. +The pipeline is initialized with a document store that contains information about orders. +The pipeline uses the document store to answer questions about orders. + +The API is built with [FastAPI](https://fastapi.tiangolo.com/), a modern, fast (high-performance), +web framework for building APIs with Python 3.6+ based on standard Python type hints. + +It is deployed on [Ploomber Cloud](https://ploomber.io/), a platform for building and deploying +Python data and AI-based apps. + +## Sample data + +Data source: UCI Machine Learning Repository "Online Retail" dataset + +Link: https://archive.ics.uci.edu/dataset/352/online+retail + +| invoiceno | stockcode | description | quantity |invoicedate |unitprice | customerid| country | +|-----------|-----------|-----------------------------------|-----------|----------------|-----------|----------|-----------------| +|536365 |85123A |WHITE HANGING HEART T-LIGHT HOLDER | 6 | 12/1/2010 8:26 | 2.55 | 17850 | United Kingdom | +|536367 |84879 |ASSORTED COLOUR BIRD ORNAMENT | 32 | 12/1/2010 8:34 | 1.69 | 13047 | United Kingdom | +|536381 |47580 |TEA TIME DES TEA COSY | 2 | 12/1/2010 9:41 | 2.55 | 15311 | United Kingdom | +|536858 |22326 |ROUND SNACK BOXES SET OF4 WOODLAND | 30 | 12/3/2010 10:36| 2.95 | 13520 | Switzerland | +|537463 |22961 |JAM MAKING SET PRINTED | 12 | 12/7/2010 10:08| 1.45 | 12681 | France | + +## Sample questions + +* What is the total cost for order with invoice number 537463? +* What were the items in order 536365? +* How many items were in order 536858? +* Can I still cancel order with invoice number 536365? + +Order numbers you can try: '536365', '536366', '536367', '536368', '536369', '536370' +Orders that contain information on cancellations: 'C536379', 'C536383', 'C536391' + +## Using the curl command + +For example, for the question `What were the items in order 536365?` you can run +the following curl command: + +```bash +curl -X 'POST' + 'https://calm-violet-6179.ploomberapp.io/query' + -H 'accept: application/json' + -H 'Content-Type: application/json' + -d '{ + "query": "What were the items in order 536365?" + }' +``` +This yields a JSON object with an answer key: + +```bash +{ + "answer": "The items in order 536365 were: + 1. WHITE METAL LANTERN + 2. SET 7 BABUSHKA NESTING BOXES + 3. WHITE HANGING HEART T-LIGHT HOLDER + 4. CREAM CUPID HEARTS COAT HANGER + 5. RED WOOLLY HOTTIE WHITE HEART. + 6. GLASS STAR FROSTED T-LIGHT HOLDER + 7. KNITTED UNION FLAG HOT WATER BOTTLE" + } +``` + +Similarly, for `What is the total cost for order with invoice number 537463?` you can run + +```bash +curl -X 'POST' + 'https://calm-violet-6179.ploomberapp.io/query' + -H 'accept: application/json' + -H 'Content-Type: application/json' + -d '{ + "query": "What is the total cost for order with invoice number 537463?" + }' +``` + +This yields a JSON object with an answer key: + +```bash +{ + "answer": "The total cost for order with invoice number 537463 is calculated as follows: + - STRAWBERRY LUNCH BOX WITH CUTLERY: 6 * 2.55 = 15.3 + - LUNCH BOX WITH CUTLERY RETROSPOT: 6 * 2.55 = 15.3 + - POSTAGE: 4 * 18.0 = 72.0 + - DOORMAT RESPECTABLE HOUSE: 2 * 7.95 = 15.9 + - TABLECLOTH RED APPLES DESIGN: 4 * 8.5 = 34.0 + - GUMBALL COAT RACK: 36 * 2.1 = 75.6 + - WOODLAND STICKERS: 12 * 0.85 = 10.2 + - IVORY DINER WALL CLOCK: 2 * 8.5 = 17.0 + - RED RETROSPOT CUP: 16 * 0.85 = 13.6 + - WOODLAND CHARLOTTE BAG: 10 * 0.85 = 8.5 + + Adding all these up, the total cost for order with invoice number 537463 is 15.3 + 15.3 + 72.0 + 15.9 + 34.0 + 75.6 + 10.2 + 17.0 + 13.6 + 8.5 = 277.4." +} +``` + +""" + +# Load environment variables +load_dotenv(".env") + +# Initialize FastAPI app +app = FastAPI(description=description) + +# Define Pydantic models +class QueryModel(BaseModel): + query: str + +class ResponseModel(BaseModel): + answer: str + +# Load and prepare the pipeline +openai_key = os.getenv("OPENAI_KEY") +df_dict = read_and_clean_csv("data.csv") +haystack_documents = generate_haystack_documents(df_dict=df_dict) +document_store = populate_document_store(haystack_documents=haystack_documents) +prediction_pipeline = initialize_pipeline(document_store=document_store, openai_key=openai_key) + +@app.post("/query", response_model=ResponseModel) +async def query_sales_data(query_model: QueryModel): + try: + query = query_model.query + result = prediction_pipeline.run(data={"retriever": {"query": query}, + "prompt_builder": {"query": query}, + }) + return {"answer": result['generator']['replies'][0]} + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + +@app.get("/") +async def read_root(): + return {"message": "Haystack AI Sales Query API"} + +if __name__ == "__main__": + + uvicorn.run(app, host="0.0.0.0", port=80) diff --git a/examples/docker/fastapi-ai-helper/pipelinehelper.py b/examples/docker/fastapi-ai-helper/pipelinehelper.py new file mode 100644 index 00000000..36340707 --- /dev/null +++ b/examples/docker/fastapi-ai-helper/pipelinehelper.py @@ -0,0 +1,168 @@ +import pandas as pd + +from haystack.dataclasses import Document +from haystack import Pipeline +from haystack.document_stores.in_memory import InMemoryDocumentStore +from haystack.components.builders.prompt_builder import PromptBuilder +from haystack.components.generators import GPTGenerator +from haystack.components.retrievers.in_memory import InMemoryBM25Retriever + +def read_and_clean_csv(customer_data): + """ + Read and clean the csv file. This function removes NaN values from the CustomerID column, + and renames the columns to all lower case. It returns a dictionary of the dataframe. + + Args: + customer_data (str): Path to the csv file. + + Returns: + df_dict (dict): Dictionary of the dataframe. + """ + + try: + # Source https://www.kaggle.com/datasets/carrie1/ecommerce-data?resource=download + df = pd.read_csv(customer_data, encoding='latin1') + + # Drop rows with empty CustomerID + df.dropna(subset=['CustomerID'], inplace=True) + + # rename columns to all lower case + df.columns = [x.lower() for x in df.columns] + + # Save df to dict + df_dict = df.to_dict("records") + + return df_dict + + except Exception as e: + print("Unable to read file due to:", e) + return pd.DataFrame() + +def generate_haystack_documents(df_dict): + """ + Generate a list of Haystack documents from a dataframe. + + Args: + df_dict (dict): Dictionary of the dataframe. + + Returns: + haystack_documents (list): List of Haystack documents. + """ + try: + haystack_documents = [] + + # Create a list of Haystack documents + for i in range(len(df_dict)): + content_str = f"Name of item purchased: {df_dict[i]['description']}; \ + Quantity purchased: {df_dict[i]['quantity']}; \ + Price of item: {df_dict[i]['unitprice']}; \ + Date of purchase: {df_dict[i]['invoicedate']}; \ + Country of purchase: {df_dict[i]['country']}; \ + Customer ID: {df_dict[i]['customerid']}; \ + Invoice Number: {df_dict[i]['invoiceno']}; \ + Stock Code: {df_dict[i]['stockcode']}" , + haystack_documents.append(Document( + content=content_str[0], + id = f"ZOOA{str(1000000 + i)}", + meta={ + "invoiceno": df_dict[i]["invoiceno"], + "stockcode": df_dict[i]["stockcode"], + "description": df_dict[i]["description"], + "quantity": df_dict[i]["quantity"], + "invoicedate": df_dict[i]["invoicedate"], + "unitprice": df_dict[i]["unitprice"], + "customerid": df_dict[i]["customerid"], + "country": df_dict[i]["country"], + }, + )) + + return haystack_documents + + except Exception as e: + print("Unable to generate Haystack documents due to:", e) + return [] + +def populate_document_store(haystack_documents): + """ + Populate the document store with the Haystack documents. + + Args: + haystack_documents (list): List of Haystack documents. + """ + try: + document_store = InMemoryDocumentStore(bm25_algorithm="BM25Plus") + document_store.write_documents(documents=haystack_documents) + return document_store + + except Exception as e: + print("Unable to populate document store due to:", e) + document_store = InMemoryDocumentStore(bm25_algorithm="BM25Plus") + return document_store + +def initialize_pipeline(document_store, openai_key): + """ + Initialize the pipeline for the AI helper. + + Args: + document_store (DocumentStore): Populated Haystack document store. + openai_key (str): OpenAI API key. + + Returns: + prediction_pipeline (Pipeline): Prediction pipeline. + + """ + + try: + prompt_template = """ + You are an expert data analyst who helps customers and employees with + their questions about purchases and products. + You use the information provided in the documents to answer the questions. + + + Questions regarding the order: please ask the user to give you the invoice number. + Questions regarding the product: please ask the user to give you the stock code. + Questions regarding purchases made on a given day: please ask the user to give you the date of purchase. + + If you are asked to calculate the total price of a purchase, please ask the user to give you the invoice + number and add the total price of the items in the purchase. + + If you are asked to calculate the total number of items for a purchase, please ask the user to give you the + invoice number and add the total number of items in the purchase. + + If you are asked if an order can be cancelled, please ask the user to give you the invoice number and check + if that the order was placed after November 1 2010 and before December 2 2010. If it isn't, + you should respond with 'No, the order cannot be cancelled.' + + If the documents do not contain the answer to the question, say that ‘Answer is unknown.’ + Context: + {% for doc in documents %} + Purchase information: {{ doc.content }} + Invoice Number: {{ doc.meta['invoiceno'] }} + Stock Code: {{doc.meta['stockcode']}} + Quantity purchased: {{doc.meta['quantity']}} + Date of purchase: {{doc.meta['invoicedate']}} + Price per item: {{doc.meta['unitprice']}} \n + {% endfor %}; + Question: {{query}} + \n Answer: + """ + prompt_builder = PromptBuilder(prompt_template) + retriever = InMemoryBM25Retriever(document_store=document_store) + ############################################ + llm = GPTGenerator(api_key=openai_key, + generation_kwargs={"temperature": 0}, + model='gpt-4') + + prediction_pipeline = Pipeline() + prediction_pipeline.add_component("retriever", retriever) + prediction_pipeline.add_component("prompt_builder", prompt_builder) + prediction_pipeline.add_component("generator", llm) + + prediction_pipeline.connect("retriever.documents", "prompt_builder.documents") + prediction_pipeline.connect("prompt_builder", "generator") + + return prediction_pipeline + + except Exception as e: + print("Unable to initialize pipeline due to:", e) + return None \ No newline at end of file diff --git a/examples/docker/fastapi-ai-helper/requirements.txt b/examples/docker/fastapi-ai-helper/requirements.txt new file mode 100644 index 00000000..7e47085d --- /dev/null +++ b/examples/docker/fastapi-ai-helper/requirements.txt @@ -0,0 +1,10 @@ +haystack-ai +fastapi==0.109.0 +transformers +accelerate +bitsandbytes +sentence-transformers +astrapy +python-dotenv +uvicorn +astra-haystack \ No newline at end of file diff --git a/examples/docker/fastapi-ai-helper/sample_llm_test.py b/examples/docker/fastapi-ai-helper/sample_llm_test.py new file mode 100644 index 00000000..5106be66 --- /dev/null +++ b/examples/docker/fastapi-ai-helper/sample_llm_test.py @@ -0,0 +1,87 @@ +from pipelinehelper import (read_and_clean_csv, + generate_haystack_documents, + populate_document_store, + initialize_pipeline) +from dotenv import load_dotenv +import os +import pandas as pd + +def get_items_from_answer(prediction_pipeline, order_number): + """ + This function sets up the LLM response part of the test + + Args: + prediction_pipeline (Pipeline): Prediction pipeline. + order_number (str): Order number. + + Returns: + items (list): List of tuples containing the item description and quantity. + """ + + query = f"Items for order with invoice number {order_number}" + result = prediction_pipeline.run(data={"retriever": {"query": query}, + "prompt_builder": {"query": query}, + }) + final_answer= result['generator']['replies'][0] + + items = [] + for line in final_answer.strip().split("\n"): + if "Item" in line: + item_name = line.split(":")[1].strip().split(", ")[0] + quantity = line.split(":")[2].strip() + items.append((item_name, quantity)) + return items + +def test_answers_against_ground_truth(test_df, items): + """ + This function tests the LLM response against the ground truth + + Args: + test_df (DataFrame): DataFrame containing the ground truth. + items (list): List of tuples containing the item description and quantity. + + Returns: + fail_flags (list): List of tuples containing the item description and quantity + that were not found. + """ + + fail_flags = [] + total_quantity_flag = False + for item, quantity in items: + if not test_df[(test_df['description'] == item) & (test_df['quantity'] == int(quantity))].empty: + pass + else: + fail_flags.append((item, quantity)) + + if len(fail_flags) == 0 & len(items)==test_df.shape[0]: + print("All items found!") + total_quantity_flag = True + else: + print("The following items were not found:") + print(fail_flags) + print("Or there are items in the dataframe the llm didn't identify") + total_quantity_flag = False + + return fail_flags, total_quantity_flag + + +if __name__ == "__main__": + # Load environment variables + load_dotenv(".env") + openai_key = os.getenv("OPENAI_KEY") + df_dict = read_and_clean_csv("data.csv") + haystack_documents = generate_haystack_documents(df_dict=df_dict) + document_store = populate_document_store(haystack_documents=haystack_documents) + prediction_pipeline = initialize_pipeline(document_store=document_store, openai_key=openai_key) + + df = pd.read_csv("data.csv") + + + # Perform test + results = [] + for i in range(100): + test_llm = get_items_from_answer(prediction_pipeline, "536365") + test_df = df[df['invoiceno'] == "536365"] + + test_result = test_answers_against_ground_truth(test_df, test_llm) + results.append(test_result) \ No newline at end of file From 8e6f50672f7cd323b5b896c0d0315b316638439e Mon Sep 17 00:00:00 2001 From: Bryan Ho Date: Thu, 1 Feb 2024 19:52:15 -0500 Subject: [PATCH 13/14] Document custom project names and labels (#103) * 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diff --git a/notebooks/rag-from-scratch.ipynb b/notebooks/rag-from-scratch.ipynb new file mode 100644 index 00000000..f530b68f --- /dev/null +++ b/notebooks/rag-from-scratch.ipynb @@ -0,0 +1,1632 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4ca0edca-f850-4ab4-8cba-d617e6037b8d", + "metadata": {}, + "source": [ + "# Building a RAG from scratch\n", + "\n", + "In this tutorial, we'll see how to build a RAG (without any RAG libraries) using OpenAI. The RAG will provide a summary of today's news.\n", + "\n", + "RAGs allow LLMs to process external information, to make a case for it, let's first attempt to build a news summarizer without giving providing any external information. As we'll see shortly, this won't work, and we'll slowly add more code until we have a RAG that can summarize today's news." + ] + }, + { + "cell_type": "markdown", + "id": "8822d0a1-4696-4a62-9eb0-4622973993db", + "metadata": {}, + "source": [ + "## Approach 1: no external information\n", + "\n", + "Let's call OpenAI's API to \"retrieve\" today's news. We'll do `n=3` to see a few different responses." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "061afa06-f2b7-41de-b0b0-94062ab0a6c3", + "metadata": {}, + "outputs": [], + "source": [ + "from openai import OpenAI\n", + "\n", + "client = OpenAI()\n", + "\n", + "response = client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": \"You are a helpful news assistant that can answer questions about today's news\"},\n", + " {\"role\": \"user\", \"content\": \"Give me a short summary of today's news\"},\n", + " ],\n", + " seed=42,\n", + " n=3,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "40b36316-1e3b-4bc9-8fbc-04ffbfea9351", + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> Today's news covers a wide range of topics. In international news, the US is preparing for retaliatory strikes after a drone attack by Iran-backed militants, while Israeli forces disguised as medical staff carried out a raid in a West Bank hospital. In US politics, there are attempts to impeach Secretary Mayorkas over border policies, and Rep. Cori Bush is under investigation for alleged misuse of security funds. California is bracing for heavy rainstorms, and there have been arrests made in connection with murders in the Mojave Desert. Tech giants Microsoft and Alphabet reported their earnings, and companies like UPS and Starbucks announced job cuts. The entertainment world mourns the loss of Broadway star Chita Rivera, while Taylor Swift finds herself in the midst of controversy. Other news includes updates on Northern Ireland power-sharing, the situation in Gaza, and the Super Bowl.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> Today's news covers a range of topics. \n", + "> \n", + "> In international news, the US is preparing retaliatory strikes for a drone attack by Iran-backed militants, undercover Israeli troops dressed as medical staff kill three militants in a West Bank hospital raid, and France's government announces new measures to calm farmers' protests. \n", + "> \n", + "> Domestically, there are reports of House Republicans pressing ahead on impeaching Secretary Mayorkas over border policies, Rep. Cori Bush being under investigation for alleged misuse of security funds, and California bracing for heavy rainstorms. \n", + "> \n", + "> In tech news, Microsoft's earnings beat expectations, UPS is eliminating about 12,000 jobs, Alphabet (Google's parent company) misses expectations on ad revenue, and Starbucks' earnings disappoint as sales outside the US lag. \n", + "> \n", + "> Other news includes Apple's new Stolen Device Protection vulnerability, the death of Broadway star Chita Rivera, Taylor Swift controversy surrounding explicit AI photos, a screening of a 7-hour film about Hitler, and various sports updates. \n", + "> \n", + "> Lastly, there are reports on cases of syphilis and measles on the rise in the US, and the potential spread of Alzheimer's disease through medical treatments.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 3\n", + "\n", + "\n", + "> Here are the top news highlights from today:\n", + "> \n", + "> 1. The US is preparing retaliatory strikes in response to a drone attack by Iran-backed militants in Jordan.\n", + "> 2. E. Jean Carroll is facing backlash for saying she will use settlement money from a case against Trump to buy a new wardrobe.\n", + "> 3. Israeli forces reportedly disguised as medical staff killed three militants in a raid on a West Bank hospital.\n", + "> 4. House Republicans are pushing for the impeachment of Secretary Mayorkas over border policies.\n", + "> 5. Democratic Rep. Cori Bush is under investigation by the Justice Department for alleged misuse of security funds.\n", + "> 6. California is bracing for heavy rainstorms and potential flooding due to atmospheric rivers.\n", + "> 7. Five individuals have been arrested in connection with the murder of six people in the Mojave Desert over a marijuana dispute.\n", + "> 8. An Ohio man has been sentenced to 18 years in prison for attempting to firebomb a church that hosted drag shows.\n", + "> 9. Trump can stay on the Illinois 2024 ballot despite a 14th Amendment challenge.\n", + "> 10. France has announced new measures to address farmers' protests and blockades around Paris.\n", + "> 11. After a two-year hiatus, power-sharing in Northern Ireland is set to resume.\n", + "> 12. Progressives are urging Biden to reverse the pause on Palestine relief funding and improve conditions in Gaza.\n", + "> 13. Microsoft reports strong earnings, driven by cloud and AI investments.\n", + "> 14. UPS is cutting 12,000 jobs as part of cost-saving measures.\n", + "> 15. Alphabet (Google's parent company) misses expectations on ad revenue, causing its stock to drop.\n", + "> 16. Starbucks reports disappointing earnings, with lagging sales outside the US.\n", + "> 17. Apple releases the Vision Pro, its augmented reality headset, which sells out after receiving 200,000 pre-orders.\n", + "> 18. Analysts predict a potential drop in iPhone shipments by 15% in 2024, causing Apple's stock to fall.\n", + "> 19. Apple introduces a new Stolen Device Protection feature on iOS 17.3, but it has a vulnerability.\n", + "> 20. Broadway star Chita Rivera passes away at the age of 91.\n", + "> 21. Taylor Swift becomes the target of AI-generated explicit images, sparking controversy and calls to ban \"deep fakes.\"\n", + "> 22. A 7-hour epic film about Hitler receives a rare screening.\n", + "> 23. The NFL's Senior Bowl showcases top prospects for the upcoming draft.\n", + "> 24. Super Bowl LVIII tickets in Las Vegas could have a record-breaking average price of $12,700.\n", + "> 25. The NBA trade deadline looms, and teams are evaluating potential deals.\n", + "> 26. Bill Belichick faces a lack of interest from teams after parting ways with the New England Patriots.\n", + "> 27. The mystery of why insects are attracted to light at night gets a new explanation.\n", + "> 28. SpaceX successfully launches a Northrop Grumman cargo ship to the International Space Station.\n", + "> 29. Rare images potentially show a live newborn great white shark for the first time.\n", + "> 30. Japan's Moon Lander, thought to be lost, wakes up and shares new images of the lunar surface.\n", + "> 31. Syphilis cases in the US reach levels not seen since 1950, prompting concerns.\n", + "> 32. Measles cases resurge in the US due to vaccine skepticism, according to the CDC.\n", + "> 33. Obesity and alcohol consumption are contributing to a rise in colorectal cancer among younger generations.\n", + "> 34. Rare cases of possible Alzheimer's transmission have been discovered in recipients of contaminated HGH treatment.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython import display\n", + "\n", + "def display_response(response):\n", + " for i, choice in enumerate(response.choices, start=1):\n", + " content = ''.join(f\"\\n> {line}\" for line in choice.message.content.splitlines())\n", + " \n", + " display.display(display.Markdown(f\"\"\"\n", + "### Response {i}\n", + "\n", + "{content}\n", + "\"\"\"))\n", + "\n", + "\n", + "display_response(response)" + ] + }, + { + "cell_type": "markdown", + "id": "60309148-a907-42aa-bb63-18a4b5773b3b", + "metadata": {}, + "source": [ + "In responses 1 and 3, we can see the model generated something that *sounds like news* but it's hardly something that happened today. In response 2, the model (correctly) refused to answer the question, since it doesn't have external information." + ] + }, + { + "cell_type": "markdown", + "id": "5cbfbf16-9a24-440c-b2f8-aa7408038781", + "metadata": {}, + "source": [ + "## Approach 2: Pass today's news in the model's prompt\n", + "\n", + "Let's now pass our model information about today's news by using the [GNews](https://github.com/ranahaani/GNews) library.\n", + "\n", + "This library allows us to get data from Google News." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d53a938b-fa51-43f2-bf2e-34b2f00128ad", + "metadata": {}, + "outputs": [], + "source": [ + "from gnews import GNews\n", + "\n", + "google_news = GNews()\n", + "news = google_news.get_top_news()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "22883685-ad03-42d5-b1bb-d3c7a6ee6cbe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "38" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(news)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "66cfba8e-d48a-4c01-8213-865f2421600d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'title': 'US readies retaliatory strikes for drone attack by Iran-backed militants - ABC News',\n", + " 'description': \"US readies retaliatory strikes for drone attack by Iran-backed militants ABC News'I hold them responsible': Biden says he's made a decision on response to attack in Jordan USA TODAY‘Frog being boiled’: US troop deaths in Jordan incite Republican Iran hawks Al Jazeera English2024 Presidential Election News: Live Updates The New York TimesNetanyahu issues condolences to US troops killed in drone strike 2 days ago The Times of Israel\",\n", + " 'published date': 'Tue, 30 Jan 2024 20:45:25 GMT',\n", + " 'url': 'https://news.google.com/rss/articles/CBMiamh0dHBzOi8vYWJjbmV3cy5nby5jb20vUG9saXRpY3MvdXMtcmVhZGllcy1yZXRhbGlhdG9yeS1zdHJpa2VzLWRyb25lLWF0dGFjay1pcmFuLWJhY2tlZC9zdG9yeT9pZD0xMDY4MDA1NDPSAW5odHRwczovL2FiY25ld3MuZ28uY29tL2FtcC9Qb2xpdGljcy91cy1yZWFkaWVzLXJldGFsaWF0b3J5LXN0cmlrZXMtZHJvbmUtYXR0YWNrLWlyYW4tYmFja2VkL3N0b3J5P2lkPTEwNjgwMDU0Mw?oc=5&hl=en-US&gl=US&ceid=US:en',\n", + " 'publisher': {'href': 'https://abcnews.go.com', 'title': 'ABC News'}}" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "news[0]" + ] + }, + { + "cell_type": "markdown", + "id": "bb2ffa31-6e55-44a6-b0c4-130316d12b74", + "metadata": {}, + "source": [ + "Now, let's wrote some code to generate a prompt that will contain today's news so the model can summarize them." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "20db803f-563b-4672-ab1a-5e15a9204c4d", + "metadata": {}, + "outputs": [], + "source": [ + "def get_descriptions(news):\n", + " \"\"\"Get news descriptions from a list of dictionaries, as returned by GNews\n", + " \"\"\"\n", + " return [article[\"description\"] for article in news]\n", + "\n", + "descriptions = get_descriptions(news)\n", + "descriptions_text = '\\n\\n##\\n\\n'.join(descriptions)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "6740b01e-928e-4529-afbb-dfb7e09d63ee", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 04:18:06 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + } + ], + "source": [ + "system_prompt = f\"\"\"\n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##):\n", + "\n", + "{descriptions_text}\n", + "\"\"\"\n", + "\n", + "response = client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": \"Give me a short summary of today's news\"},\n", + " ],\n", + " seed=42,\n", + " n=3,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "66eea737-7aed-4a44-b626-4e9d29de8c32", + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> Today's news covers a wide range of topics. In international news, the US is preparing for retaliatory strikes after a drone attack by Iran-backed militants, while Israeli forces disguised as medical staff carried out a raid in a West Bank hospital. In US politics, there are attempts to impeach Secretary Mayorkas over border policies, and Rep. Cori Bush is under investigation for alleged misuse of security funds. California is bracing for heavy rainstorms, and there have been arrests made in connection with murders in the Mojave Desert. Tech giants Microsoft and Alphabet reported their earnings, and companies like UPS and Starbucks announced job cuts. The entertainment world mourns the loss of Broadway star Chita Rivera, while Taylor Swift finds herself in the midst of controversy. Other news includes updates on Northern Ireland power-sharing, the situation in Gaza, and the Super Bowl.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> Today's news covers a range of topics. \n", + "> \n", + "> In international news, the US is preparing retaliatory strikes for a drone attack by Iran-backed militants, undercover Israeli troops dressed as medical staff kill three militants in a West Bank hospital raid, and France's government announces new measures to calm farmers' protests. \n", + "> \n", + "> Domestically, there are reports of House Republicans pressing ahead on impeaching Secretary Mayorkas over border policies, Rep. Cori Bush being under investigation for alleged misuse of security funds, and California bracing for heavy rainstorms. \n", + "> \n", + "> In tech news, Microsoft's earnings beat expectations, UPS is eliminating about 12,000 jobs, Alphabet (Google's parent company) misses expectations on ad revenue, and Starbucks' earnings disappoint as sales outside the US lag. \n", + "> \n", + "> Other news includes Apple's new Stolen Device Protection vulnerability, the death of Broadway star Chita Rivera, Taylor Swift controversy surrounding explicit AI photos, a screening of a 7-hour film about Hitler, and various sports updates. \n", + "> \n", + "> Lastly, there are reports on cases of syphilis and measles on the rise in the US, and the potential spread of Alzheimer's disease through medical treatments.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 3\n", + "\n", + "\n", + "> Here are the top news highlights from today:\n", + "> \n", + "> 1. The US is preparing retaliatory strikes in response to a drone attack by Iran-backed militants in Jordan.\n", + "> 2. E. Jean Carroll is facing backlash for saying she will use settlement money from a case against Trump to buy a new wardrobe.\n", + "> 3. Israeli forces reportedly disguised as medical staff killed three militants in a raid on a West Bank hospital.\n", + "> 4. House Republicans are pushing for the impeachment of Secretary Mayorkas over border policies.\n", + "> 5. Democratic Rep. Cori Bush is under investigation by the Justice Department for alleged misuse of security funds.\n", + "> 6. California is bracing for heavy rainstorms and potential flooding due to atmospheric rivers.\n", + "> 7. Five individuals have been arrested in connection with the murder of six people in the Mojave Desert over a marijuana dispute.\n", + "> 8. An Ohio man has been sentenced to 18 years in prison for attempting to firebomb a church that hosted drag shows.\n", + "> 9. Trump can stay on the Illinois 2024 ballot despite a 14th Amendment challenge.\n", + "> 10. France has announced new measures to address farmers' protests and blockades around Paris.\n", + "> 11. After a two-year hiatus, power-sharing in Northern Ireland is set to resume.\n", + "> 12. Progressives are urging Biden to reverse the pause on Palestine relief funding and improve conditions in Gaza.\n", + "> 13. Microsoft reports strong earnings, driven by cloud and AI investments.\n", + "> 14. UPS is cutting 12,000 jobs as part of cost-saving measures.\n", + "> 15. Alphabet (Google's parent company) misses expectations on ad revenue, causing its stock to drop.\n", + "> 16. Starbucks reports disappointing earnings, with lagging sales outside the US.\n", + "> 17. Apple releases the Vision Pro, its augmented reality headset, which sells out after receiving 200,000 pre-orders.\n", + "> 18. Analysts predict a potential drop in iPhone shipments by 15% in 2024, causing Apple's stock to fall.\n", + "> 19. Apple introduces a new Stolen Device Protection feature on iOS 17.3, but it has a vulnerability.\n", + "> 20. Broadway star Chita Rivera passes away at the age of 91.\n", + "> 21. Taylor Swift becomes the target of AI-generated explicit images, sparking controversy and calls to ban \"deep fakes.\"\n", + "> 22. A 7-hour epic film about Hitler receives a rare screening.\n", + "> 23. The NFL's Senior Bowl showcases top prospects for the upcoming draft.\n", + "> 24. Super Bowl LVIII tickets in Las Vegas could have a record-breaking average price of $12,700.\n", + "> 25. The NBA trade deadline looms, and teams are evaluating potential deals.\n", + "> 26. Bill Belichick faces a lack of interest from teams after parting ways with the New England Patriots.\n", + "> 27. The mystery of why insects are attracted to light at night gets a new explanation.\n", + "> 28. SpaceX successfully launches a Northrop Grumman cargo ship to the International Space Station.\n", + "> 29. Rare images potentially show a live newborn great white shark for the first time.\n", + "> 30. Japan's Moon Lander, thought to be lost, wakes up and shares new images of the lunar surface.\n", + "> 31. Syphilis cases in the US reach levels not seen since 1950, prompting concerns.\n", + "> 32. Measles cases resurge in the US due to vaccine skepticism, according to the CDC.\n", + "> 33. Obesity and alcohol consumption are contributing to a rise in colorectal cancer among younger generations.\n", + "> 34. Rare cases of possible Alzheimer's transmission have been discovered in recipients of contaminated HGH treatment.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display_response(response)" + ] + }, + { + "cell_type": "markdown", + "id": "d285a943-5c74-4cbd-8775-2e8755599050", + "metadata": {}, + "source": [ + "Great! The model is now able to return a summary of today's news. Interestingly, it generated it in three formats: a single paragraph, a few short paragraphs and a list. In a production scenario, we'd most likely want to control the format, so being adding more specifics in the prompt would help. But let's leave it like this for now.\n", + "\n", + "An important topic when dealing with factual information are [hallucinations](https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence)), where models output made-up statements. For this exercise, we won't be checking if the summaries are factually correct, but note that this is a critical concern for any LLM application." + ] + }, + { + "cell_type": "markdown", + "id": "75fd390e-2c15-4c6a-b4ba-becdeca502ba", + "metadata": {}, + "source": [ + "## Interlude 1: Asking topic-specific news\n", + "\n", + "GPT-3.5 is powerful enough to be able to filter out information for us, let's check this by asking the model to summarize sports news." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "028e1b69-adf6-4754-86e9-f5a4700b3981", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 04:21:59 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> In today's sports news, there are updates on various topics. The Senior Bowl, a showcase for NFL draft prospects, is taking place with top players trying to impress teams. The Super Bowl ticket prices are the most expensive in history, and there are predictions and storylines surrounding the San Francisco 49ers and Kansas City Chiefs. Additionally, the NBA trade deadline is approaching, and teams in the Western Conference are looking to make moves. In the NFL, there is speculation about Bill Belichick's coaching future and what Raheem Morris' return to Atlanta means for the Falcons. Finally, there are interesting findings in the world of insects and light, as well as updates on space missions and the alarming rise of syphilis and measles cases in the US.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> In today's sports news, the trade deadline in the NBA is approaching, with teams looking to make deals and improve their rosters. Bill Belichick, the head coach of the New England Patriots, is reportedly not in high demand for coaching positions in 2024. There is also speculation about the potential retirement of Travis Kelce, a tight end for the Kansas City Chiefs, after the Super Bowl. In other news, the Senior Bowl is underway, showcasing top prospects for the upcoming NFL Draft. Additionally, researchers may have captured the first image of a live newborn great white shark, and Japan's moon lander has come back to life, sharing new images of the lunar surface.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 3\n", + "\n", + "\n", + "> Today's sports news highlights the upcoming Senior Bowl, where top prospects for the NFL Draft will showcase their skills. The trade deadline in the NBA is also a hot topic, with teams looking to make moves to improve their rosters. In football, there are discussions about the future of Bill Belichick and the return of Raheem Morris to the Atlanta Falcons. In the world of shark science, researchers may have captured the first-ever image of a live newborn great white shark. And in space news, Japan's moon lander has come back to life and is sending back images of the lunar surface.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display_response(client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": \"Give me a short summary of today's sports news\"},\n", + " ],\n", + " seed=42,\n", + " n=3,\n", + "))" + ] + }, + { + "cell_type": "markdown", + "id": "b6146cd0-f5eb-4309-8cb4-a8bd8ad4bfc1", + "metadata": {}, + "source": [ + "Great! We see that the model's output only mentions sports news and ignores any other topics.\n", + "\n", + "So far, we've passed all the news information in the model's prompt, so, why do we need RAGs?\n", + "\n", + "LLMs can process a limit amout of information, and this is defined by the model's maximum tokens, for a example, if model has a limit of 100 tokens, it means that the input *and* response cannot exceed 100. [Tokens](https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them) are roughly translated into words, but they're not the same, one token is approximately 3/4 of a word, hence, 100 tokens is approximately 75 wors. In consequence.\n", + "\n", + "For this example, we're using GPT-3.5, which can process up to 4,096 tokens, or roughly 3,072 words.\n", + "\n", + "Imagine if our API returned the top 1,000 news, each one having 20 sentences in the description. That's already 20,000 words! It'd impossible for GPT-3.5 to process such amount of data. That's why we need RAGs, RAGs allow us to more efficiently process data so we only pass relevant information to the LLM.\n", + "\n", + "## Interlude 2: Embeddings and vector similarity\n", + "\n", + "RAGs rank data to determine what's the most relevant to answer our question. For example, if we ask a question about *sports news*, we'd expect our RAG to rank news about *basketball* higher than the ones about *politics*.\n", + "\n", + "In simple terms, this happens through a process called embeddings, where our text is converted into a vector. We're essentially converting text into numbers because it's easier to compare numbers! The trick here is that text that talks about the same topic is closer (in the vector space) than non-related text.\n", + "\n", + "OpenAI has an [API](https://platform.openai.com/docs/guides/embeddings/embedding-models) to create embeddings. Let's use it to create an embedding:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "d15760d6-df00-4e9b-a7b7-9851baccf2fe", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "France's government announces new measures to calm farmers' protests, as barricades squeeze Paris The Associated PressFrench Farmers Block Roads Around Paris in Growing Standoff The New York TimesAngry Farmers Cause Highway Mayhem In France Amid Economic Frustration HuffPostBelgian farmers block roads to Zeebrugge port as French protests spill over Reuters\n" + ] + } + ], + "source": [ + "print(descriptions[10])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "761338fc-68ef-49fe-a127-ec721e9cb615", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 04:43:43 PM - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.009948834, 0.018456765, -0.003657255]\n" + ] + } + ], + "source": [ + "response = client.embeddings.create(\n", + " input=descriptions[10],\n", + " model=\"text-embedding-3-small\"\n", + ")\n", + "\n", + "embedding = response.data[0].embedding\n", + "print(embedding[:3])" + ] + }, + { + "cell_type": "markdown", + "id": "01df5103-0acc-47c7-b3b1-7a0ec56f5906", + "metadata": {}, + "source": [ + "I printed the first three numbers in the embedding, we won't care much about their values, all we care is that they allow us to make comparisons!\n", + "\n", + "Remember that for a given query, we want to return the most relevant data to answer our question. Hence, we need a way to compare our embeddings and get the most similar oens. One way to do so is via a [KDTree](https://en.wikipedia.org/wiki/K-d_tree). Given a list of vectors, a `KDTree` allows us to find the most similar ones given another vector.\n", + "\n", + "As an example, I'll create a KDTree with four vectors, and then query it to find the most similar ones:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "848933f5-f663-45f7-818c-bd47494572f3", + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.spatial import KDTree\n", + "import numpy as np\n", + "\n", + "data = np.array([\n", + " [1, 0],\n", + " [0, 1],\n", + " [-1, 0],\n", + " [0, -1],\n", + "])\n", + "\n", + "kdtree = KDTree(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "b4be5ba0-3ad7-4edf-8f9b-52425043dbe1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1, 0])" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree.query([0.999, 0], k=1)\n", + "data[i]" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "b651645a-aa4c-407e-8323-29fa6c12a67e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0, 1])" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree.query([0, 0.9], k=1)\n", + "data[i]" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "bf949159-4c2c-4cad-85a5-6f1c86751cdc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, -1])" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree.query([0, -0.7], k=1)\n", + "data[i]" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "c7182734-fd54-4124-82fe-306c2035d8e9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-1, 0])" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree.query([-0.8, 0.002], k=1)\n", + "data[i]" + ] + }, + { + "cell_type": "markdown", + "id": "25839458-6716-490c-9bbf-b0399e7852ee", + "metadata": {}, + "source": [ + "If you've read about RAGs before, you probably encountered the term *vector databases*, at its core they serve the same purpose as a `KDTree`: they allow us to find similar vectors.\n", + "\n", + "Note something critical: since we're comparing similarity, our `KDTree` will **always** return an answer (the `k` most similar vectors), even if the topic has nothing to do with our LLM query. For example, if we ask about sports but we created all our embeddings from politics news, we'll still get an answer." + ] + }, + { + "cell_type": "markdown", + "id": "c70b0612-7bc2-4c2b-a43e-84f87421bfab", + "metadata": {}, + "source": [ + "## Interlude 3: Caching embeddings\n", + "\n", + "To reduce the number of API calls, we'll create a small embeddings store that will cache embeddings locally in a `.json` file." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "6ac2a41f-ffcd-48c4-9226-2008a13cceee", + "metadata": {}, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "import json\n", + "\n", + "class EmbeddingsStore:\n", + " def __init__(self):\n", + " self._path = Path(\"embeddings.json\")\n", + "\n", + " if not self._path.exists():\n", + " self._data = {}\n", + " else:\n", + " self._data = json.loads(self._path.read_text())\n", + "\n", + " def get_one(self, text):\n", + " if text in self._data:\n", + " return self._data[text]\n", + " \n", + " response = client.embeddings.create(\n", + " input=text,\n", + " model=\"text-embedding-3-small\"\n", + " )\n", + "\n", + " embedding = response.data[0].embedding\n", + "\n", + " self._data[text] = embedding\n", + " self._path.write_text(json.dumps(self._data))\n", + "\n", + " return embedding\n", + "\n", + "\n", + " def get_many(self, content):\n", + " return [self.get_one(text) for text in content]\n", + "\n", + " def __len__(self):\n", + " return len(self._data)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "073b89ba-a03d-4da0-92c5-222cae1fa2ed", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store = EmbeddingsStore()\n", + "len(store)" + ] + }, + { + "cell_type": "markdown", + "id": "def6b47b-1338-4824-a4cf-b17151758ec6", + "metadata": {}, + "source": [ + "## Interlude 4: Comparing embeddings\n", + "\n", + "To illustrate the point that embeddings are closer to each other if their corresponding text talks about similar topics, we'll compute the embeddings for a few words:" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "1bc7e9d7-645e-4a48-b83b-db632feae666", + "metadata": {}, + "outputs": [], + "source": [ + "words = [\"Soccer\", \"Basketball\", \"Politics\", \"Movies\"]\n", + "words_embeddings = store.get_many(words)\n", + "kdtree_words = KDTree(np.array(words_embeddings))" + ] + }, + { + "cell_type": "markdown", + "id": "78d62ecf-1458-4dfb-847c-172f078c8b06", + "metadata": {}, + "source": [ + "Now, let's find the most similar word (from the `words` list) to a few new words:" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "5dd5f052-a313-4910-b3c8-d8b1eac5e6ba", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Soccer'" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree_topics.query(store.get_one(\"Sports\"), k=1)\n", + "words[i]" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "6026e9b4-4710-46b0-8797-e8d1b1dd5bfd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Movies'" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree_topics.query(store.get_one(\"Films\"), k=1)\n", + "words[i]" + ] + }, + { + "cell_type": "markdown", + "id": "f5d3a9b8-7461-42dc-a890-73157be384d8", + "metadata": {}, + "source": [ + "## Interlude 4: computing embeddings for news descriptions\n", + "\n", + "Now, let's compute the embeddings for all the 38 news returned by `GNews`." + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "e6dadc2f-ed71-47b7-af6f-48954a2ce830", + "metadata": {}, + "outputs": [], + "source": [ + "embeddings_news = store.get_many(descriptions)\n", + "kdtree_news = KDTree(np.array(embeddings_news))" + ] + }, + { + "cell_type": "markdown", + "id": "16a1ab73-1f8c-448b-b128-b495f3e7a6a8", + "metadata": {}, + "source": [ + "Let's test our embeddings by checking what are the most relevant news for a given query." + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "99b8dbd1-844a-450a-b7fe-4e5e344b8563", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\"Can Biden ‘shut down’ the border right now? The HillIn Biden’s pledge to ‘shut down’ border, a stunning political shift CNNWhite House demands Speaker Johnson give Biden 'authority and funding' to 'secure the border' Fox NewsSenate nears bipartisan border deal that Trump calls 'disaster' ABC NewsTrump, House Republicans plot to kill border deal Axios\"" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree_news.query(store.get_one(\"Mexico\"), k=1)\n", + "descriptions[i]" + ] + }, + { + "cell_type": "markdown", + "id": "70773319-576b-4ddf-98cc-5633b39aaa29", + "metadata": {}, + "source": [ + "Interesting! Even though the description doesn't contain the word \"Mexico\", our embeddings correctly captured the news meaning, returning an accurate result.\n", + "\n", + "Let's try with a few more:" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "1c2324c1-1ded-4409-be33-1258983e8c90", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\"Giants Reporter Heard ‘Dirty Little Secret’ About Bill Belichick NESNWhy There Was No Market for Bill Belichick to Coach in 2024 Sports IllustratedWhat Raheem Morris' return to Atlanta means for the Falcons ESPNBill Belichick's next coaching job? No team wants to give him full control now, but don't count out 2025 CBS SportsNFL Rumors: Bill Belichick 'Believes Having No Job' Is Better Than Wrong Fit as HC Bleacher Report\"" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree_news.query(store.get_one(\"NFL\"), k=1)\n", + "descriptions[i]" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "0222c02a-1e68-4109-9727-cdecb16db8a4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\"Apple Vision Pro review: magic, until it's not The VergeApple Vision Pro review: This is the future of computing and entertainment CNBCI've tried Vision Pro and other top XR headsets and here's the one most people should buy ZDNetApple sells out of Vision Pro headsets after getting 200K pre-orders New York Post \"" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "_, i = kdtree_news.query(store.get_one(\"Tech\"), k=1)\n", + "descriptions[i]" + ] + }, + { + "cell_type": "markdown", + "id": "46a73e9f-26eb-4346-969d-b4e0e1344b91", + "metadata": {}, + "source": [ + "## Approach 3: Our first RAG\n", + "\n", + "Now that we've explained all the pieces, we're ready to build our first RAG, this is what will happen:\n", + "\n", + "1. We pre-fetch today's news\n", + "2. When a user enters a query, we find the top `k` news by looking at their embeddings\n", + "3. We pass the top `k` news along with the query so the LLM can answer the question" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "bfc89032-bb65-42e6-bf1d-066e793d0142", + "metadata": {}, + "outputs": [], + "source": [ + "def news_rag(user_query, verbose=False):\n", + " \"\"\"A RAG that returns a summary of today's news based on a query\n", + " \"\"\"\n", + " # note that we've arbitrarily fixed k=3\n", + " _, indexes = kdtree_news.query(store.get_one(user_query), k=3)\n", + "\n", + " descriptions_relevant = [descriptions[i] for i in indexes]\n", + " descriptions_text = '\\n\\n##\\n\\n'.join(descriptions_relevant)\n", + "\n", + " system_prompt = f\"\"\"\n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##), use these to generate your answer,\n", + "and disregard news that are not relevant to answer the question:\n", + "\n", + "{descriptions_text}\n", + "\"\"\"\n", + "\n", + " if verbose:\n", + " print(f\"System prompt: {system_prompt}\")\n", + "\n", + " display_response(client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": user_query},\n", + " ],\n", + " seed=42,\n", + " n=2,\n", + " ))" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "effe52e6-4b8f-443e-abd9-a0694ceba255", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:12:45 PM - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n", + "01/30/2024 06:12:49 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> The most recent sports news is about the NBA trade deadline and the Senior Bowl.\n", + "> \n", + "> In the NBA, teams are preparing for the trade deadline, which is on February 8th. The Western Conference teams are assessing their needs and exploring ways to make trades to improve their roster. This is a hot topic among fans and analysts, with many players being mentioned as potential trade candidates.\n", + "> \n", + "> In the NFL, the Senior Bowl is taking place, featuring top prospects for the upcoming NFL Draft. The Senior Bowl is an important event where players can showcase their skills and impress scouts. There have been live updates on practices, highlighting players who are performing well and potentially boosting their draft stock.\n", + "> \n", + "> In other news, there have been rumors and discussions about Bill Belichick, the head coach of the New England Patriots. There have been reports about a \"dirty little secret\" surrounding him, as well as speculation about his future coaching job prospects. It appears that there may be some hesitation from teams to give him full control, but it is believed that he will continue coaching in the future.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> The most recent sports news includes updates on the NBA trade deadline goals and players likely to be traded, as well as news related to the 2024 Senior Bowl and Bill Belichick's coaching prospects.\n", + "> \n", + "> In the NBA, teams in the Western Conference have set their trade deadline goals and are exploring ways to achieve them. Various sources have provided lists of interesting players who could potentially be on the move before the deadline. The Chicago Bulls, Golden State Warriors, and other teams are being closely watched as the trade deadline approaches. \n", + "> \n", + "> For football fans, the 2024 Senior Bowl is taking place, featuring top prospects for the NFL Draft. The event has been generating excitement, and there are updates on practices, risers, and player measurements. One player to keep an eye on is Oregon quarterback Bo Nix. \n", + "> \n", + "> In other news, there have been discussions about New England Patriots head coach Bill Belichick. Reports have emerged about a \"dirty little secret\" concerning Belichick heard by a Giants reporter. There has also been speculation as to why there was no market for Belichick to coach in 2024. Additionally, there are discussions about the return of Raheem Morris to the Atlanta Falcons coaching staff and the possibility of Belichick finding a new coaching job in 2025.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "news_rag(\"Tell me the most recent sports news\")" + ] + }, + { + "cell_type": "markdown", + "id": "a3715fbc-22bf-4cc6-b59b-79b9ec413634", + "metadata": {}, + "source": [ + "It's working! We can see that the news are relevant to the user's query (sports). Let's pass `verbose=True` to see what the prompt is:" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "9d71eaf7-7a0c-46bb-81b5-448f05b0b4ab", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:13:20 PM - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "System prompt: \n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##), use these to generate your answer,\n", + "and disregard news that are not relevant to answer the question:\n", + "\n", + "Can Biden ‘shut down’ the border right now? The HillIn Biden’s pledge to ‘shut down’ border, a stunning political shift CNNWhite House demands Speaker Johnson give Biden 'authority and funding' to 'secure the border' Fox NewsSenate nears bipartisan border deal that Trump calls 'disaster' ABC NewsTrump, House Republicans plot to kill border deal Axios\n", + "\n", + "##\n", + "\n", + "House Republicans Press Ahead on Impeaching Mayorkas Over Border Policies The New York TimesLawmakers attempt to impeach Secretary Mayorkas over border crisis Fox NewsEvening Report — GOP presses ahead on Mayorkas impeachment The Hill\n", + "\n", + "##\n", + "\n", + "Trump can stay on Illinois 2024 ballot after 14th Amendment challenge, officials say ABC NewsView Full Coverage on Google News\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:13:23 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> In US politics today, there were several significant events. \n", + "> \n", + "> Firstly, there is a debate surrounding President Biden's ability to \"shut down\" the border. This follows a stunning political shift in Biden's pledge to address border issues. The White House is demanding that Speaker Johnson provide Biden with the authority and funding needed to secure the border. Additionally, the Senate is nearing a bipartisan border deal that has been criticized by former President Trump.\n", + "> \n", + "> In other news, House Republicans are pressing ahead with efforts to impeach Secretary Mayorkas over border policies. This comes as lawmakers attempt to address the ongoing border crisis.\n", + "> \n", + "> Lastly, in a separate development, officials have stated that former President Trump can remain on the Illinois 2024 ballot despite a 14th Amendment challenge.\n", + "> \n", + "> These are the key highlights from today's US politics news.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> Today in US politics, there were several key developments. \n", + "> \n", + "> Firstly, there were discussions surrounding President Biden's stance on the border. Biden pledged to \"shut down\" the border, representing a significant political shift. The White House demanded that Speaker Johnson grant Biden the necessary authority and funding to secure the border. Meanwhile, the Senate is nearing a bipartisan border deal that has been criticized by former President Trump.\n", + "> \n", + "> In addition, House Republicans are pressing forward with attempts to impeach Secretary Mayorkas over the border crisis. This move has brought attention to ongoing concerns surrounding border policies.\n", + "> \n", + "> Lastly, there was news regarding former President Trump's potential eligibility to be on the Illinois 2024 ballot. Officials have stated that Trump can remain on the ballot after a challenge based on the 14th Amendment.\n", + "> \n", + "> These are the major events that occurred today in US politics.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "news_rag(\"What happened in US politics today?\", verbose=True)" + ] + }, + { + "cell_type": "markdown", + "id": "488b76bb-fdb7-42cd-b442-c1d618b871a9", + "metadata": {}, + "source": [ + "As we can see, our `KDTree` is correctly retrieving news regarding US politics.\n", + "\n", + "What happens if we ask about a topic that our RAG doesn't know about?" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "f36f909f-c42b-4318-930f-50d04329ae9d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "System prompt: \n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##), use these to generate your answer,\n", + "and disregard news that are not relevant to answer the question:\n", + "\n", + "France's government announces new measures to calm farmers' protests, as barricades squeeze Paris The Associated PressFrench Farmers Block Roads Around Paris in Growing Standoff The New York TimesAngry Farmers Cause Highway Mayhem In France Amid Economic Frustration HuffPostBelgian farmers block roads to Zeebrugge port as French protests spill over Reuters\n", + "\n", + "##\n", + "\n", + "Can Biden ‘shut down’ the border right now? The HillIn Biden’s pledge to ‘shut down’ border, a stunning political shift CNNWhite House demands Speaker Johnson give Biden 'authority and funding' to 'secure the border' Fox NewsSenate nears bipartisan border deal that Trump calls 'disaster' ABC NewsTrump, House Republicans plot to kill border deal Axios\n", + "\n", + "##\n", + "\n", + "Northern Ireland power-sharing could resume within days, after two-year hiatus CNNSinn Féin says united Ireland 'within touching distance' as Stormont deal agreed The GuardianD.U.P. Deal With U.K. to Restore Power-Sharing in Northern Ireland The New York TimesNorthern Ireland political party agrees to end 2-year boycott and restore the mothballed government ABC NewsNorthern Ireland agreement could end deadlock, restore government Al Jazeera English\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:15:52 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> I'm sorry, but I don't have any information on what happened in Colombia today.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 2\n", + "\n", + "\n", + "> I'm sorry, but I don't have any information about events in Colombia today.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "news_rag(\"What happened in Colombia today?\", verbose=True)" + ] + }, + { + "cell_type": "markdown", + "id": "07a22d4f-4a6b-4808-9995-00a7ff303f08", + "metadata": {}, + "source": [ + "As we discussed earlier, our `KDTree` will *always* return an answer, even though the current set of news that we retrieved don't have any news regarding Colombia, our vector similarity still returned two results. Luckily, the LLM correctly disregarded them as they do not contain any relevant information." + ] + }, + { + "cell_type": "markdown", + "id": "e3e0f50b-101c-4366-919b-702b42aba8cc", + "metadata": {}, + "source": [ + "## Approach 4: Our first agent\n", + "\n", + "In our current RAG, we're using the LLM as a text summarizer: we get relevant information and ask the LLM to summarize the information. But LLMs are much more powerful than that and there's no reason to limit ourselves. We can break the problem at hand in multiple pieces and then embed the LLM so it solves each of those smaller (and presumably easier) problems.\n", + "\n", + "In today's LLM jargon, this is known as an [agent](https://developer.nvidia.com/blog/introduction-to-llm-agents/):\n", + "\n", + "> [an AI agent] is a system that can use an LLM to reason through a problem, create a plan to solve the problem, and execute the plan with the help of a set of tools. \n", + "\n", + "Let's build our first agent!\n", + "\n", + "So far, we've only used `GNews.get_news()` to retrieve today's top news, this function returns the top today's news across all topics, hence, it only contains a handful of news for each topic. We can make our system more powerful by allowing it to figure out the topic first and then retrieving all the news from that topic. To do so, let's use an LLM as a topic classifier." + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "e09cb74d-1dd8-4fc8-a8c9-50ec9a7ebd13", + "metadata": {}, + "outputs": [], + "source": [ + "# these are the values that the GNews.get_news_by_topic function can take\n", + "TOPICS = {\"WORLD\", \"NATION\", \"BUSINESS\", \"TECHNOLOGY\", \"ENTERTAINMENT\",\n", + " \"SPORTS\", \"SCIENCE\", \"HEALTH\"}" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "06843ca2-9094-4d85-8c3a-d0aef1a52c87", + "metadata": {}, + "outputs": [], + "source": [ + "def topic_classifier(user_query):\n", + " \"\"\"Given a user query, return a topic that GNews can process\n", + " \"\"\"\n", + " topics_ = \", \".join(TOPICS)\n", + " system_prompt = f\"\"\"\n", + "You're a system that determines the topic of a news question.\n", + "\n", + "You must classify a user prompt into one of the following values:\n", + "\n", + "{topics_}\n", + "\"\"\"\n", + " \n", + " response = client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": \"What happened in soccer today?\"},\n", + " {\"role\": \"system\", \"content\": \"SPORTS\"},\n", + " {\"role\": \"user\", \"content\": \"I want to know biz news\"},\n", + " {\"role\": \"system\", \"content\": \"BUSINESS\"},\n", + " {\"role\": \"user\", \"content\": user_query},\n", + " ],\n", + " seed=42,\n", + " n=1,\n", + ")\n", + " return response.choices[0].message.content" + ] + }, + { + "cell_type": "markdown", + "id": "e805bbd8-2952-41c6-b6a9-f36ca479b7ac", + "metadata": {}, + "source": [ + "Let's test our function:" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "50ffcb75-c3f8-411c-ad1a-a68807124d04", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:27:49 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/plain": [ + "'ENTERTAINMENT'" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "topic_classifier(\"what's new in the movie industry\")" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "fe1eee11-353d-4974-8f3f-3c65ba6bb870", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:27:52 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/plain": [ + "'BUSINESS'" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "topic_classifier(\"How's the stock market going?\")" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "270e99db-e486-463a-8269-f0c1535875f2", + "metadata": {}, + "outputs": [], + "source": [ + "def news_agent(user_query, verbose=False):\n", + " \"\"\"An agent that can retrieve news by topic and summarizes them\n", + " \"\"\"\n", + " # determine the topic based on the query\n", + " topic = topic_classifier(user_query)\n", + "\n", + " if verbose:\n", + " print(f\"Topic: {topic}\")\n", + "\n", + " # get news that correspond to the selected topic\n", + " news = google_news.get_news_by_topic(topic)\n", + "\n", + " descriptions = get_descriptions(news)\n", + "\n", + " # compute the embeddings for the retrieved news\n", + " embeddings = store.get_many(descriptions)\n", + "\n", + " # find the 10 most relevant news given the query\n", + " kdtree = KDTree(np.array(embeddings))\n", + " _, indexes = kdtree.query(store.get_one(user_query), k=10)\n", + "\n", + " descriptions_relevant = [descriptions[i] for i in indexes]\n", + "\n", + " descriptions_text = '\\n\\n##\\n\\n'.join(descriptions_relevant)\n", + "\n", + " system_prompt = f\"\"\"\n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##), use these to generate your answer,\n", + "and disregard news that are not relevant to answer the question:\n", + "\n", + "{descriptions_text}\n", + "\"\"\"\n", + "\n", + "\n", + " if verbose:\n", + " print(f\"System prompt: {system_prompt}\")\n", + "\n", + "\n", + " display_response(client.chat.completions.create(\n", + " model=\"gpt-3.5-turbo\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": user_query},\n", + " ],\n", + " seed=42,\n", + " n=1,\n", + " ))" + ] + }, + { + "cell_type": "markdown", + "id": "4a9dcb7d-4000-430a-a766-efa3715e1587", + "metadata": {}, + "source": [ + "Let's run our agent! We'll run it with `verbose=True` so we get some extra feedback on what's happening:" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "fad738ce-8c6e-409b-bb5b-a232e162abdb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:54:47 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Topic: ENTERTAINMENT\n", + "System prompt: \n", + "You are a helpful news assistant that can answer questions about today's news.\n", + "\n", + "Here are the top news from today (separated by ##), use these to generate your answer,\n", + "and disregard news that are not relevant to answer the question:\n", + "\n", + "Melinda Wilson, Wife of Brian Wilson and Architect of His Comeback, Dead at 77 Rolling StoneBeach Boys' Brian Wilson's Wife Melinda Dead at 77 PEOPLEBeach Boys frontman Brian Wilson announces death of his wife: 'We are lost' Fox NewsBrian Wilson's Wife Melinda Ledbetter Dead At 77 HuffPostThe Beach Boys frontman Brian Wilson makes heartbreaking announcement on social media PennLive\n", + "\n", + "##\n", + "\n", + "Nintendo, Monsters of the Dark Universe, and More Collide at Universal's Epic Theme Park GizmodoUniversal unveils Epic Universe details, rides, restaurants Orlando SentinelUniversal's New Epic Universe Theme Park Revealed: Nintendo, Harry Potter, Dark Universe, and More IGNSuper Nintendo World opens in Florida next year The VergeUniversal Orlando announces Epic lands at new theme park ABC Action News Tampa Bay\n", + "\n", + "##\n", + "\n", + "Will Taylor Swift be at 2024 Super Bowl to see Chiefs' Travis Kelce? How Japan tour dates align with big game CBS SportsFootball Stadium Employee Offers Candid Opinion After 'Very Surreal' Taylor Swift Encounter Yahoo LifeDonna Kelce gifted Taylor Swift the Travis Kelce jersey ring she wore to Chiefs vs. Ravens playoff game Page SixKylie Kelce Talks 'Positive' Impact of Getting Girls into the NFL — and Reveals Husband Jason's Hidden Talent PEOPLETravis Kelce Will Not Attend Grammys For Taylor Swift's Big Night TMZ\n", + "\n", + "##\n", + "\n", + "Chita Rivera, quintessential Broadway musical star, dies at 91 The Washington PostChita Rivera, Electrifying Star of Broadway and Beyond, Is Dead at 91 The New York Times'West Side Story' star Rita Moreno mourns Chita Rivera, calls her 'the essence of Broadway' USA TODAYChita Rivera, Tony Award-winning actress and singer, dead at 91 CNN'Dim the lights on Broadway' to honour Chita Rivera, says Catherine Zeta-Jones The Independent\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n", + "##\n", + "\n", + "X is being flooded with graphic Taylor Swift AI images The VergeThe Taylor Swift deepfake debacle was frustratingly preventable TechCrunch\n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:55:05 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> One of the latest news in the film industry is the announcement of Universal's new Epic Universe theme park. It will feature attractions based on popular franchises such as Nintendo, Harry Potter, and the Dark Universe. The park is set to open in Florida next year and has generated much excitement among fans. Additionally, there have been reports of flooding X with graphic Taylor Swift AI images, creating a deepfake debacle. This incident has been deemed preventable and has sparked discussions around the issue of deepfake technology in the film industry.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "news_agent(\"Tell me the latest news in the film industry\", verbose=True)" + ] + }, + { + "cell_type": "markdown", + "id": "777799c0-fe4c-4a63-899b-c5b52b8b004e", + "metadata": {}, + "source": [ + "We can see a few interesting things here!\n", + "\n", + "First, There's an issue with `GNews`, as it's returning the same news multiple times. But the model is able to ignore the redundant information. Unlike the first RAG, this one can retrieve more information since it retrieves more granular information (by retrieving news by a given topic). Lastly, we see a hallucination, one of the retrieved news talks about Taylor Swift's AI-generated images, but it doesn't mention anything regarding the film industry, yet, our model says so in the response.\n", + "\n", + "Let's try one more time:" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "42c2a76a-1460-4e25-a345-1583c333247a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01/30/2024 06:58:49 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n", + "01/30/2024 06:59:06 PM - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "data": { + "text/markdown": [ + "\n", + "### Response 1\n", + "\n", + "\n", + "> Today in the US, several notable events took place. Here are the highlights:\n", + "> \n", + "> 1. A man in Ohio was sentenced to 18 years in prison for attempting to burn down a church that was hosting drag story hour events.\n", + "> \n", + "> 2. The killer of pro cyclist Mo Wilson was captured with the help of a want ad for a yoga instructor in Costa Rica.\n", + "> \n", + "> 3. In the Trump Georgia case, the prosecutor at the center of the allegations reached a temporary divorce agreement, which means she won't be asked about an alleged affair during the trial.\n", + "> \n", + "> 4. Charges were filed in the mass murder case linked to illegal marijuana operations in the Mojave Desert in San Bernardino County, California.\n", + "> \n", + "> 5. Fulton County, Georgia, experienced a cyberattack, resulting in a government outage that affected phones, court sites, and tax systems. However, the county's district attorney stated that the hack did not impact the Trump election interference case.\n", + "> \n", + "> These are just some of the significant events that occurred today in the US.\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "news_agent(\"What happened in the US today?\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}