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poetry ]); runScript = "fish"; }).env diff --git a/apps/rest/api/src/__init__.py b/apps/rest/api/src/__init__.py index 735ea8d6..886556ad 100644 --- a/apps/rest/api/src/__init__.py +++ b/apps/rest/api/src/__init__.py @@ -1,148 +1,43 @@ -import os -from dotenv import load_dotenv -import logging -import diskcache as dc -import threading -from uuid import uuid4 +import uvicorn -from .saving import update_db_with_submission -from . import mail -from .reddit_utils import get_subreddits -from .relevance_bot import evaluate_relevance -from .interfaces import db -from . import comment_bot -from .models import ( - PublishCommentRequest, - GenerateCommentRequest, - FalseLead, -) -from .reddit_worker import RedditStreamWorker - -from fastapi import FastAPI, HTTPException +from fastapi import FastAPI from fastapi.middleware.cors import CORSMiddleware -from fastapi.responses import RedirectResponse - - -# Relevant subreddits to Startino -SUBREDDIT_NAMES = ( - "SaaS+SaaSy+startups+YoungEntrepreneurs+NoCodeSaas+nocode+cofounder+Entrepreneur" -) - -load_dotenv() -REDDIT_PASSWORD = os.getenv("REDDIT_PASSWORD") -REDDIT_USERNAME = os.getenv("REDDIT_USERNAME") - -if REDDIT_PASSWORD is None: - raise ValueError("REDDIT_PASSWORD is not set") - -if REDDIT_USERNAME is None: - raise ValueError("REDDIT_USERNAME is not set") - -logger = logging.getLogger("root") - -app = FastAPI() -workers = {} - -app.add_middleware( - CORSMiddleware, - allow_origins=[ - "http://localhost:5173", - "http://localhost:5174", - "http://localhost:8000", - "http://localhost:8001", - "http://localhost:8080", - "http://localhost:8081", - "http://127.0.0.1:5173", - "http://127.0.0.1:5174", - "http://127.0.0.1:8000", - "http://127.0.0.1:8001", - "http://127.0.0.1:8080", - "http://127.0.0.1:8081", - "https://aiti.no", - "https://api.aiti.no", - ], - allow_credentials=True, - allow_methods=["*"], - allow_headers=["*"], -) - - -@app.get("/") -def redirect_to_docs() -> RedirectResponse: - return RedirectResponse(url="/docs") - - -@app.get("/test") -def test(): - print("TEST") - - -@app.post("/start") -def start_stream(): - worker_id = str(uuid4()) - worker = RedditStreamWorker(SUBREDDIT_NAMES, REDDIT_USERNAME, REDDIT_PASSWORD) - thread = threading.Thread(target=worker.start) - workers[worker_id] = (worker, thread) - thread.start() - return {"worker_id": worker_id} - - -@app.post("/stop/{worker_id}") -def stop_stream(worker_id: str): - worker, thread = workers.get(worker_id, (None, None)) - if worker is None: - raise HTTPException(status_code=404, detail="Worker not found") - worker.stop() - thread.join(timeout=10) # Waits 10 seconds for the thread to finish - - if thread.is_alive(): - logger.error(f"Thread for Reddit worker didn't stop in time") - - del workers[worker_id] # Cleanup - - return {"message": "Stream stopped"} - - -@app.post("/generate-comment") -def generate_comment(generate_request: GenerateCommentRequest): - comment: str = comment_bot.generate_comment( - generate_request.title, - generate_request.selftext, +from src.routers import index + +def create_app() -> FastAPI: + app = FastAPI() + + app.include_router(index.router) + app.add_middleware( + CORSMiddleware, + allow_origins=[ + "http://localhost:5173", + "http://localhost:5174", + "http://localhost:8000", + "http://localhost:8001", + "http://localhost:8080", + "http://localhost:8081", + "http://127.0.0.1:5173", + "http://127.0.0.1:5174", + "http://127.0.0.1:8000", + "http://127.0.0.1:8001", + "http://127.0.0.1:8080", + "http://127.0.0.1:8081", + "https://rest.futi.no", + "https://api.rest.futi.no", + ], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], ) - if comment is None: - raise HTTPException(404, "comment not found") - - return comment + return app -@app.post("/mark-lead-as-irrelevant") -def mark_lead_as_irrelevant(false_lead: FalseLead): - # Mark the lead as irrelevant in 'leads' table - lead = db.update_lead(id=false_lead.lead_id, status="rejected") +def run(): + app = create_app() - if lead is None: - raise HTTPException(404, "lead not found") - - # Mark the submission as irrelevant in 'evaluated_submissions' table as a - # human answer and review - db.update_human_review_for_submission( - id=false_lead.submission_id, - human_answer=False, - correct_reason=false_lead.correct_reason, - ) + uvicorn.run(app, host="0.0.0.0", port=8000, log_config="logging.yaml") - return {"status": "success"} - - -@app.post("/publish-comment") -def publish_comment(publish_request: PublishCommentRequest): - updated_content = comment_bot.publish_comment( - publish_request.lead_id, - publish_request.comment, - publish_request.reddit_username, - publish_request.reddit_password, - ) - if updated_content is None: - raise HTTPException(404, "lead not found") - return updated_content +if __name__ == "__main__": + run() diff --git a/apps/rest/api/src/comment_bot.py b/apps/rest/api/src/comment_bot.py index 32d3af5d..2e64bd99 100644 --- a/apps/rest/api/src/comment_bot.py +++ b/apps/rest/api/src/comment_bot.py @@ -34,12 +34,15 @@ def generate_comment(title: str, selftext: str, instructions: str = "") -> str: # Post Title: {title} Content: {selftext} + + # Additional instructions + {instructions} """ ) prompt = PromptTemplate( template=template, - input_variables=["title", "selftext"], + input_variables=["title", "selftext", "instructions"], partial_variables={"format_instructions": parser.get_format_instructions()}, ) @@ -50,6 +53,7 @@ def generate_comment(title: str, selftext: str, instructions: str = "") -> str: { "title": title, "selftext": selftext, + "instructions": instructions, } ) @@ -60,7 +64,8 @@ def publish_comment( id, text: str, username: str, password: str ) -> PublishCommentResponse | None: lead = db.get_lead(id) - if lead is None: + print(lead) + if lead is None or lead.status == "subscriber": logging.error(f"Lead with id {id} not found") return None diff --git a/apps/rest/api/src/interfaces/db.py b/apps/rest/api/src/interfaces/db.py index ce0ffbfb..3d87613a 100644 --- a/apps/rest/api/src/interfaces/db.py +++ b/apps/rest/api/src/interfaces/db.py @@ -71,8 +71,20 @@ def post_lead(lead: Lead) -> None: """ supabase: Client = create_client(url, key) logger.debug(f"Posting lead: {lead}") + + # Check if lead already exists (temporary until supabase-py supports onConflict) + existing_lead = ( + supabase.table("leads") + .select("*") + .eq("prospect_username", lead.prospect_username) + .execute() + ) + + if len(existing_lead.data) > 0: + return + supabase.table("leads").insert( - json.loads(json.dumps(lead.model_dump(), default=str)) + json.loads(json.dumps(lead.dict(), default=str)) ).execute() @@ -83,8 +95,28 @@ def update_lead( Update a lead in the database. """ supabase: Client = create_client(url, key) - # Create a dictionary with only non-empty values - data = {k: v for k, v in {"status": status, "last_event": last_event}.items() if v} + + if status is "subscriber": + last_contacted_at = datetime.now() + # Create a dictionary with only non-empty values + data = { + k: v + for k, v in { + "status": status, + "last_event": last_event, + "last_contacted_at": str(last_contacted_at), + }.items() + if v + } + else: + data = { + k: v + for k, v in { + "status": status, + "last_event": last_event, + }.items() + if v + } logger.debug(f"Updating lead with data: {data}") response = supabase.table("leads").update(data).eq("id", str(id)).execute() @@ -125,6 +157,17 @@ def post_evaluated_submission(saved_submission: SavedSubmission) -> None: supabase: Client = create_client(url, key) logger.debug(f"Posting submission: {saved_submission}") + # Check if submission already exists (temporary until supabase-py supports onConflict) + existing_submission = ( + supabase.table("evaluated_submissions") + .select("*") + .eq("body", saved_submission.body) + .execute() + ) + + if len(existing_submission.data) > 0: + return + supabase.table("evaluated_submissions").insert( json.loads(json.dumps(saved_submission.model_dump(), default=str)) ).execute() diff --git a/apps/rest/api/src/models/reddit_comment.py b/apps/rest/api/src/models/reddit_comment.py index b8823d42..7ffd3682 100644 --- a/apps/rest/api/src/models/reddit_comment.py +++ b/apps/rest/api/src/models/reddit_comment.py @@ -2,7 +2,7 @@ from langchain.prompts import PromptTemplate from langchain_core.pydantic_v1 import BaseModel, Field, validator from pydantic import BaseModel as PydanticBaseModel - +from typing import Optional class RedditComment(BaseModel): comment: str = Field(description="the text of the reddit comment") @@ -12,3 +12,4 @@ class RedditComment(BaseModel): class GenerateCommentRequest(PydanticBaseModel): title: str selftext: str + instructions: str = "" diff --git a/apps/rest/api/src/prompts/bad_proposal_examples.md b/apps/rest/api/src/prompts/bad_proposal_examples.md new file mode 100644 index 00000000..e69de29b diff --git a/apps/rest/api/src/prompts/commenting.py b/apps/rest/api/src/prompts/commenting.py index dc7f70d1..e8e11808 100644 --- a/apps/rest/api/src/prompts/commenting.py +++ b/apps/rest/api/src/prompts/commenting.py @@ -14,11 +14,12 @@ ) as file: good_examples = file.read() -with open(os.path.join(script_dir, "bad_examples.md"), "r", encoding="utf-8") as file: +with open(os.path.join(script_dir, "bad_comment_examples.md"), "r", encoding="utf-8") as file: bad_examples = file.read() purpose = """ -Introduce myself and Futino and quickly capture interest with a relevant value proposition, setting the stage for further engagement and relationship building. +Introduce myself and Startino and quickly capture interest with a relevant value proposition, setting the stage for further engagement and relationship building. +Sometimes, if they are simply looking for advice, write a valuable comment, rather than trying to sell them. This is because I will later try to sell them after they respond. """ context = f""" @@ -27,8 +28,10 @@ guidance = """ - Keep the comment concise and to the point. -- Don't mention about cost effectiveness of Futino. -- Mention how we gaurantee our dedication through our services for equity model. +- Don't mention about cost effectiveness of Startino. +- Do not mention how we gaurantee our dedication through our services for equity model. +- Do not mention the equity for services model or anything about equity. +- You may mention that we sometimes take equity if the post is a startup. - Do not use more than 50 words. """ diff --git a/apps/rest/api/src/prompts/good_proposal_examples.md b/apps/rest/api/src/prompts/good_proposal_examples.md new file mode 100644 index 00000000..48cf4fdd --- /dev/null +++ b/apps/rest/api/src/prompts/good_proposal_examples.md @@ -0,0 +1,74 @@ +Upwork proposal example #1: + +Hi, + +I would love to be your freelance writer and help you execute your website content strategy. + +I have 5 years of experience writing content for websites, including Forbes.com, Buzzfeed.com, and more. Below, I’ve linked two samples that showcase my writing ability in a similar niche to your brand. As you can see, I understand your audience and know how to write compelling articles to get your website visitors to purchase your products. + +I can complete 1,000-word articles with a 2-day turnaround time. Would that work for your needs? Let me know if my writing meets your expectations, and we can set up a time to talk about your project in more detail. + +Example Website Content #1 (link) + +Example Website Content #2 (link) + +Thanks, + +John Doe + +--- + +Upwork proposal example #2: + +Hello, + +If you need high-quality articles written for your website at an affordable price, I am the right writer for you! My goal with every content piece is to lead your website’s visitors along their buyer’s journey—hopefully ending with a purchase on your website. + +As you can see in my Upwork profile, I have three years of experience writing content for websites just like yours. You can even find some of my published work on Inc.com, Marketwatch.com, and Hubspot.com. Linked below are two writing samples that demonstrate my ability to craft excellent blog content for B2B e-commerce websites. + +- Example Website Article #1 + +- Example Website Article #2 + +My current turnaround time for 1,000-word articles is two days. If my work aligns with what you need, can we set up a time to discuss your goals for this project? + +Best regards, + +Jessica Doe + +--- + +Upwork proposal example #3: + +Hello Nicki, + +I’m a detail-driven writer who turns ideas into valuable website content for clients just like you. I enjoy writing for various topics and niches (business, lifestyle, travel, personal blogs, etc.). You can find examples of my past writing work on my Upwork profile, plus (insert link here) and (insert link here). + +My experience has given me a deep understanding of SEO writing and strong digital marketing strategies to help drive traffic to your site. I excel in writing all types of content such as blogs, press releases, product descriptions, and more. + +My rate is $50 for projects like this one, and I can have a finished piece of writing delivered to you this week if you’re interested. Let’s talk! + +– Anna G. + +--- + +UpWork proposal sample for web developer + +Hello, + +My name is Vijay Reddy and I’d love to help you launch your new website. I am a web developer, who has worked on over 40 different websites. I studied web development for 4 years and have worked with startups to build their web presence over the past 3 years. + +Below are a few links for websites I have built: + +Sample link 1 +Sample link 2 +Sample link 3 +Sample link 4 + +If you are looking for a different type of website than the ones above, I’d be happy to tailor it to your needs. I understand you are a new company and I am happy to be flexible to make sure we work with your timeline. Could you tell me more about your target market and audience? If you are unsure, I can brainstorm with you on this point. + +Do let me know if you have any questions and I am excited to have the possibility to work on this project! + +Best regards, + +Vijay Reddy diff --git a/apps/rest/api/src/prompts/startino_business_plan.md b/apps/rest/api/src/prompts/startino_business_plan.md index 18a1ddde..e67faca6 100644 --- a/apps/rest/api/src/prompts/startino_business_plan.md +++ b/apps/rest/api/src/prompts/startino_business_plan.md @@ -1,8 +1,8 @@ -# Futino Business Plan +# Startino Business Plan ### Identity -Futino combines the upsides of a tech co-founder with a development agency, eliminating the downsides typically associated with each. +Startino combines the upsides of a tech co-founder with a development agency, eliminating the downsides typically associated with each. ### Problem diff --git a/apps/rest/api/src/prompts/upwork_proposals.py b/apps/rest/api/src/prompts/upwork_proposals.py new file mode 100644 index 00000000..ef27ff08 --- /dev/null +++ b/apps/rest/api/src/prompts/upwork_proposals.py @@ -0,0 +1,97 @@ +from gptrim import trim +import os + +# Get the directory of the current script file +script_dir = os.path.dirname(os.path.realpath(__file__)) + +with open( + os.path.join(script_dir, "startino_business_plan.md"), "r", encoding="utf-8" +) as file: + company_context = file.read() + +with open( + os.path.join(script_dir, "good_proposal_examples.md"), "r", encoding="utf-8" +) as file: + good_examples = file.read() + +with open( + os.path.join(script_dir, "bad_proposal_examples.md"), "r", encoding="utf-8" +) as file: + bad_examples = file.read() + +purpose = """ +Write a proposal for a job listing in order to close the client. +""" + +context = f""" +{company_context} +""" + +guidance = """ +## Output the proposal in the following format +``` +PROPOSAL +Dear Startup Team, I am .... +``` + +## Job listing format +``` +[Title] +Posted [x] days ago +[Location] + +[Description] +``` +When writing, remember that you are writing on behalf of Futino. + +**Effective Strategies for Crafting Winning Upwork Proposals** + +**Introduction to Upwork Proposals** +Upwork, a leading global freelancing platform, offers numerous opportunities for freelancers to connect with clients and secure freelance work. A crucial element in this process is the Upwork proposal—comparable to a cover letter—that serves as your first interaction with a potential client. This proposal allows you to highlight your suitability for the project, demonstrate your understanding of the client’s needs, and outline how you plan to address their specific requirements. + +**The Role of Upwork Proposals** +Proposals on Upwork are more than just introductory messages; they are strategic tools designed to capture the client’s attention and differentiate you from the competition. Given the sheer volume of job postings and applicants on Upwork, your proposal must be succinct yet compelling, ensuring it conveys your understanding of the project and your ability to deliver results efficiently. + +**Crafting a Standout Upwork Proposal** +1. **Start Strong:** Begin with a personalized greeting that leverages any client-specific insights you can glean from their Upwork profile or feedback. Addressing the client by name, for instance, can make your proposal more engaging and personal. +2. **Demonstrate Understanding:** Quickly affirm your grasp of the client’s main challenges and goals. This shows you’ve thoroughly read the project description and are prepared to address their needs. +3. **Present Your Strategy:** Clearly outline your approach to the project. Describe the steps you will take, the methodology you intend to employ, and the timeline you anticipate. This part should reassure the client of your structured and thoughtful process in tackling their project. +4. **Highlight Relevant Experience:** Include brief examples or links to similar work you’ve done in the past. This is crucial for building credibility and trust, showing the client that you have successfully handled similar challenges. +5. **Conclude with a Strong Closing:** Summarize why you are the ideal candidate for the project, touching on your understanding of the project, your relevant experience, and your readiness to begin immediately. Make sure this summary is tailored to the specifics of the job posting. + +**Additional Tips for Enhancing Your Proposal** +- **Conciseness is Key:** Keep your proposal concise and to the point. Avoid lengthy descriptions; instead, focus on brevity and relevance to the client’s needs. +- **Add Personal Touches:** Where appropriate, include a personal touch or a unique element, such as a video introduction linked in your proposal, to make your submission stand out. +- **Continuous Improvement:** Always seek feedback and refine your approach. Experiment with different styles and structures to discover what resonates best with clients on Upwork. + +""" + +examples = f""" +Here is a list of good examples and bad examples that +you can use to guide your response. + +GOOD EXAMPLES: +{good_examples if good_examples else "NONE"} +BAD EXAMPLES: +{bad_examples if bad_examples else "NONE"} +""" + +roleplay = """ +Imagine you are an experienced virtual assistant who is helping the company find +clients on upwork by writing compelling proposals for the job listings. +""" + +generate_proposal_prompt = trim( + f""" + # INSTRUCTIONS + {roleplay} + # PURPOSE + {purpose} + # GUIDANCE + {guidance} + # CONTEXT + {context} + # EXAMPLES + {examples} +""" +) diff --git a/apps/rest/api/src/reddit_worker.py b/apps/rest/api/src/reddit_worker.py index 20282fc4..f2dd35a7 100644 --- a/apps/rest/api/src/reddit_worker.py +++ b/apps/rest/api/src/reddit_worker.py @@ -4,6 +4,7 @@ from dotenv import load_dotenv from urllib.parse import quote_plus import diskcache as dc +import logging from pathlib import Path @@ -34,28 +35,32 @@ def __init__(self, subreddit_names: str, username: str, password: str): def start(self): self._running = True while self._running: - if not REDDIT_USERNAME or not REDDIT_PASSWORD: - raise TypeError("couldnt find username or password in env vars") - - for submission in self.subreddits.stream.submissions(pause_after=-1): - if submission is None: - break - # Skip if not a submission (for typing) - if not isinstance(submission, Submission): - continue - - # TODO: filter by kewords - - # Avoid repeating posts using caching - is_cached = cache.get(submission.id) - if is_cached: - continue - - # Use LLMs to see if submission is relevant (expensive part) - evaluated_submission = evaluate_relevance(submission, filter=True) - - # Save to db and cache - update_db_with_submission(evaluated_submission) + try: + if not REDDIT_USERNAME or not REDDIT_PASSWORD: + raise TypeError("couldnt find username or password in env vars") + + for submission in self.subreddits.stream.submissions(pause_after=-1): + if submission is None: + break + # Skip if not a submission (for typing) + if not isinstance(submission, Submission): + continue + + # TODO: filter by kewords + + # Avoid repeating posts using caching + is_cached = cache.get(submission.id) + if is_cached: + continue + + # Use LLMs to see if submission is relevant (expensive part) + evaluated_submission = evaluate_relevance(submission, filter=True) + + # Save to db and cache + update_db_with_submission(evaluated_submission) + cache.set(submission.id, submission.id) + except Exception as e: + logging.error(f"Error when evalauting submission. Error: {e} \n Submission: {submission}") cache.set(submission.id, submission.id) def stop(self): diff --git a/apps/rest/api/src/relevance_bot.py b/apps/rest/api/src/relevance_bot.py index 982c0fda..7242fe1b 100644 --- a/apps/rest/api/src/relevance_bot.py +++ b/apps/rest/api/src/relevance_bot.py @@ -26,8 +26,6 @@ def create_chain(model: str): """ Creates a processing chain for evaluating the relevance of a submission using a specified language model. - The chain is composed of a prompt template, a language model, and a parser to interpret the model's output as a Pydantic object. - Parameters: - model (str): The name of the deployed azure model to be used for generating responses. @@ -77,7 +75,7 @@ def invoke_chain(chain, submission: Submission) -> tuple[RelevanceResult, float] return result, cb.total_cost except Exception as e: print(f"An error occurred while invoke_chain: {e}") - time.sleep(10) # Wait for 10 seconds before trying again + time.sleep(2) # Wait for 10 seconds before trying again raise RuntimeError( "Failed to invoke chain after 3 attempts. Most likely no more credits left or usage limit has been reached." @@ -318,12 +316,9 @@ def evaluate_relevance(submission: Submission, filter: bool) -> EvaluatedSubmiss if filter: questions = [ FilterQuestion( - question="Is the author himself a technical person? is/was he a programmer? is/was he a software developer?", + question="Is the author himself an IT person? is/was he a programmer? is/was he a software developer?", reject_on=True, ), - FilterQuestion( - question="Has the project already started development?", reject_on=True - ), FilterQuestion( question="Is the author currently engaged in job searching activities and promoting their technical expertise?", reject_on=True, diff --git a/apps/rest/api/src/routers/index.py b/apps/rest/api/src/routers/index.py new file mode 100644 index 00000000..9526be5a --- /dev/null +++ b/apps/rest/api/src/routers/index.py @@ -0,0 +1,134 @@ +import logging +from fastapi import APIRouter +from fastapi.responses import RedirectResponse +import os +from dotenv import load_dotenv +import threading +from uuid import uuid4 + +from src.interfaces import db +from src import comment_bot +from src.models import PublishCommentRequest, GenerateCommentRequest, FalseLead, Lead +from src.reddit_worker import RedditStreamWorker +from src import upwork_worker + +from fastapi import HTTPException +from fastapi.responses import RedirectResponse + +# Relevant subreddits to Startino +SUBREDDIT_NAMES = ( + "SaaS+SaaSy+startups+YoungEntrepreneurs+NoCodeSaas+nocode+cofounder+Entrepreneur+futino" +) + +load_dotenv() +REDDIT_PASSWORD = os.getenv("REDDIT_PASSWORD") +REDDIT_USERNAME = os.getenv("REDDIT_USERNAME") + +if REDDIT_PASSWORD is None: + raise ValueError("REDDIT_PASSWORD is not set") + +if REDDIT_USERNAME is None: + raise ValueError("REDDIT_USERNAME is not set") + +workers = {} + +router = APIRouter() + +@router.get("/") +def redirect_to_docs() -> RedirectResponse: + return RedirectResponse(url="/docs") + + +@router.get("/test") +def test(): + print("TEST") + db.post_lead( + Lead( + id=uuid4(), + submission_id=uuid4(), + reddit_id="test", + prospect_username="test", + source="test", + last_event="test", + status="test", + data={"test": "test"}, + ) + ) + + +@router.post("/start") +def start_stream(): + worker_id = str(uuid4()) + worker = RedditStreamWorker(SUBREDDIT_NAMES, REDDIT_USERNAME, REDDIT_PASSWORD) + thread = threading.Thread(target=worker.start) + workers[worker_id] = (worker, thread) + thread.start() + return {"worker_id": worker_id} + + +@router.post("/stop/{worker_id}") +def stop_stream(worker_id: str): + worker, thread = workers.get(worker_id, (None, None)) + if worker is None: + raise HTTPException(status_code=404, detail="Worker not found") + worker.stop() + thread.join(timeout=10) # Waits 10 seconds for the thread to finish + + if thread.is_alive(): + logging.error(f"Thread for Reddit worker didn't stop in time") + + del workers[worker_id] # Cleanup + + return {"message": "Stream stopped"} + + +@router.post("/generate-comment") +def generate_comment(generate_request: GenerateCommentRequest): + comment: str = comment_bot.generate_comment( + generate_request.title, + generate_request.selftext, + generate_request.instructions + ) + if comment is None: + raise HTTPException(404, "comment not found") + + return comment + + +@router.post("/mark-lead-as-irrelevant") +def mark_lead_as_irrelevant(false_lead: FalseLead): + # Mark the lead as irrelevant in 'leads' table + lead = db.update_lead(id=false_lead.lead_id, status="rejected") + + if lead is None: + raise HTTPException(404, "lead not found") + + # Mark the submission as irrelevant in 'evaluated_submissions' table as a + # human answer and review + db.update_human_review_for_submission( + id=false_lead.submission_id, + human_answer=False, + correct_reason=false_lead.correct_reason, + ) + + return {"status": "success"} + + +@router.post("/publish-comment") +def publish_comment(publish_request: PublishCommentRequest): + updated_content = comment_bot.publish_comment( + publish_request.lead_id, + publish_request.comment, + publish_request.reddit_username, + publish_request.reddit_password, + ) + if updated_content is None: + raise HTTPException(404, "lead not found") + + return updated_content + + +@router.get("/generate-proposal") +def generate_proposal(post: str): + proposal = upwork_worker.generate_proposal(post) + return proposal diff --git a/apps/rest/api/src/upwork_worker.py b/apps/rest/api/src/upwork_worker.py new file mode 100644 index 00000000..8bfe2fd7 --- /dev/null +++ b/apps/rest/api/src/upwork_worker.py @@ -0,0 +1,41 @@ +import time +from gptrim import trim +from praw.models import Submission +from langchain_openai import ChatOpenAI +from langchain_core.prompts import PromptTemplate +from langchain_core.output_parsers import JsonOutputParser, PydanticOutputParser +from langchain_community.callbacks import get_openai_callback +from langchain_core.messages import AIMessage +from .prompts.upwork_proposals import generate_proposal_prompt + + +def generate_proposal(post: str) -> str: + """ + Generate a proposal for a job listing on Upwork + """ + + cost = 0 + + llm = ChatOpenAI(model="gpt-3.5-turbo", temperature=0) + + template = """ + + {generate_proposal_prompt} + + + # Job Listing + {post} + """ + + prompt = PromptTemplate( + template=template, + input_variables=["generate_proposal_prompt", "post"], + ) + + chain = prompt | llm + + result = chain.invoke( + {"generate_proposal_prompt": generate_proposal_prompt, "post": post} + ) + + return str(result.content)