-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathcli.py
More file actions
202 lines (168 loc) · 5.67 KB
/
Copy pathcli.py
File metadata and controls
202 lines (168 loc) · 5.67 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
"""
Provides a command line interface for the ResearchEngine class.
Usage:
```shell
python cli.py "<query>" --report_type <report_type> --tone <tone> --query_domains <foo.com,bar.com>
```
"""
import asyncio
import argparse
from argparse import RawTextHelpFormatter
from uuid import uuid4
import os
from dotenv import load_dotenv
from rivalens.research import ResearchEngine
from rivalens.research.utils.enum import ReportType, Tone
from backend.utils import write_md_to_pdf, write_md_to_word
# =============================================================================
# CLI
# =============================================================================
cli = argparse.ArgumentParser(
description="Generate a research report.",
# Enables the use of newlines in the help message
formatter_class=RawTextHelpFormatter)
# =====================================
# Arg: Query
# =====================================
cli.add_argument(
# Position 0 argument
"query",
type=str,
help="The query to conduct research on.")
# =====================================
# Arg: Report Type
# =====================================
choices = [report_type.value for report_type in ReportType]
report_type_descriptions = {
ReportType.ResearchReport.value: "Summary - Short and fast (~2 min)",
ReportType.CustomReport.value: "",
}
cli.add_argument(
"--report_type",
type=str,
help="The type of report to generate. Options:\n" + "\n".join(
f" {choice}: {report_type_descriptions[choice]}" for choice in choices
),
# Deserialize ReportType as a List of strings:
choices=choices,
required=True)
# =====================================
# Arg: Tone
# =====================================
cli.add_argument(
"--tone",
type=str,
help="The tone of the report (optional).",
choices=["objective", "formal", "analytical", "persuasive", "informative",
"explanatory", "descriptive", "critical", "comparative", "speculative",
"reflective", "narrative", "humorous", "optimistic", "pessimistic"],
default="objective"
)
# =====================================
# Arg: Encoding
# =====================================
cli.add_argument(
"--encoding",
type=str,
help="The encoding to use for the output file (default: utf-8).",
default="utf-8"
)
# =====================================
# Arg: Query Domains
# =====================================
cli.add_argument(
"--query_domains",
type=str,
help="A comma-separated list of domains to search for the query.",
default=""
)
# =====================================
# Arg: Report Source
# =====================================
cli.add_argument(
"--report_source",
type=str,
help="The source of information for the report.",
choices=["web", "local", "hybrid", "azure", "langchain_documents",
"langchain_vectorstore", "static"],
default="web"
)
# =====================================
# Arg: Output Format Flags
# =====================================
cli.add_argument(
"--no-pdf",
action="store_true",
help="Skip PDF generation (generate markdown and DOCX only)."
)
cli.add_argument(
"--no-docx",
action="store_true",
help="Skip DOCX generation (generate markdown and PDF only)."
)
# =============================================================================
# Main
# =============================================================================
async def main(args):
"""
Conduct research on the given query, generate the report, and write
it as a markdown file to the output directory.
"""
query_domains = args.query_domains.split(",") if args.query_domains else []
# Convert the simple keyword to the full Tone enum value
tone_map = {
"objective": Tone.Objective,
"formal": Tone.Formal,
"analytical": Tone.Analytical,
"persuasive": Tone.Persuasive,
"informative": Tone.Informative,
"explanatory": Tone.Explanatory,
"descriptive": Tone.Descriptive,
"critical": Tone.Critical,
"comparative": Tone.Comparative,
"speculative": Tone.Speculative,
"reflective": Tone.Reflective,
"narrative": Tone.Narrative,
"humorous": Tone.Humorous,
"optimistic": Tone.Optimistic,
"pessimistic": Tone.Pessimistic
}
researcher = ResearchEngine(
query=args.query,
query_domains=query_domains,
report_type=args.report_type,
report_source=args.report_source,
tone=tone_map[args.tone],
encoding=args.encoding
)
await researcher.conduct_research()
report = await researcher.write_report()
# Write the report to markdown file
task_id = str(uuid4())
artifact_filepath = f"outputs/{task_id}.md"
os.makedirs("outputs", exist_ok=True)
with open(artifact_filepath, "w", encoding="utf-8") as f:
f.write(report)
print(f"Report written to '{artifact_filepath}'")
# Generate PDF if not disabled
if not args.no_pdf:
try:
pdf_path = await write_md_to_pdf(report, task_id)
if pdf_path:
print(f"PDF written to '{pdf_path}'")
except Exception as e:
print(f"Warning: PDF generation failed: {e}")
# Generate DOCX if not disabled
if not args.no_docx:
try:
docx_path = await write_md_to_word(report, task_id)
if docx_path:
print(f"DOCX written to '{docx_path}'")
except Exception as e:
print(f"Warning: DOCX generation failed: {e}")
if __name__ == "__main__":
import os as _os
_os.environ.pop("OPENAI_API_KEY", None)
load_dotenv()
args = cli.parse_args()
asyncio.run(main(args))