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GigRivo
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AI Chatbot, LangChain & RAG
$500-$800 · Fixed · USA · Payment verified
PythonLangChain
Computer Vision Pipeline
$40/hr · Hourly · Australia · Member since 2020
PyTorchOpenCV
LLM Fine-tuning, Legal Docs
$1,200 · Fixed · Germany · Payment verified
LLMFine-tuning
AI Proposal Pro

Your RAG pipeline is a knowledge retrieval system first, and the accuracy of source attribution will make or break customer trust. I have deployed three production LangChain RAG pipelines including one with 94% accuracy on 50,000 internal documents.

How it works

From job to proposal in under 2 minutes.

Paste the job description from Upwork. Add your skills. Get a proposal that sounds like you wrote it.

01
Find a job on Upwork

Browse Upwork as you normally would. When you find a job worth applying to, copy the description.

02
Paste it into GigRivo

Paste the job description. GigRivo reads the title, budget, skills, and client details automatically.

03
Add your background

Tell GigRivo your relevant skills and experience once. It uses this in every proposal from here on.

04
Get your proposal

Claude reads the job, understands the client, and writes a proposal that hooks them from the first line.

See the difference

Generic AI vs GigRivo.
Same job. Same freelancer.

Switch between job types to see exactly how GigRivo writes differently from general AI tools.

Generic AIWeak proposal

Dear Client, I am writing to express my interest in this position. I am an experienced Python developer with expertise in LangChain and RAG systems. I would love to work on your project. Please consider my application.

words
74 words
quality
Generic
hook
None
GigRivo, Claude SonnetWins more

Your RAG pipeline is a knowledge retrieval system first, and source attribution will make or break customer trust. I have deployed three production LangChain RAG pipelines including one with 94% accuracy on 50,000 internal documents. Delivery in 5 to 7 days. Happy to share the demo before you decide.

words
108 words
quality
Targeted
hook
Problem-first
How it starts

Paste a job. Get a winning proposal.

No account setup complexity. No job browsing inside GigRivo. Just paste the job description from Upwork and let Claude do the work.

01Copy any Upwork job description
02Paste it. GigRivo parses the job instantly
03Add your skills in one sentence
04Get a proposal that wins connects
New proposalClaude Sonnet · Pro
Paste job description
We need a Python developer to build a customer support chatbot using LangChain and a RAG pipeline. The bot should ingest our documentation and answer queries with source citations. Budget $500 to $800 fixed. Client: USA, payment verified, member since 2019.
Job titleAI Chatbot, LangChain & RAG
Budget$500 to $800, Fixed
SkillsPython, LangChain, RAG
ClientUSA, Payment verified
Features

Everything to land the job.

Built by a Top Rated Upwork freelancer who was tired of wasting connects on proposals that did not convert.

01
AI proposal writer

Personalized proposals from the job description and your skills. Opens with a hook. Closes with a call to action. Never sounds generic.

02
Per-job AI chat

Ask anything about the job. Is it worth applying? What should I charge? Any scope creep risks? Specific answers, not generic advice.

03
Proposal history

Every proposal saved and searchable. Go back, reuse, and refine. Pro users keep everything.

04
Interview guide

Know what the client will ask before the call. Questions, ideal answers, rate negotiation tips. All specific to the job.

Pro only
05
Project planning doc

Auto-generate a scoped project document with milestones, risks, and timeline to send the client after winning.

Pro only
06
Claude Sonnet for Pro

Pro users get the best Anthropic model. No word limits. No watered-down output. Full length, full quality, every time.

Pro only
Pricing

Simple, honest pricing.

Start free. Upgrade when you are ready to go all in.

Free
$0
per month, forever
✓3 proposals per month
✓300 word limit per proposal
✓Per-job AI chat, 10 messages
–Proposal history
–Interview guide
–Project planning doc
–Claude Sonnet model
Start for free
Most popular
Pro
$10
per month, cancel anytime
✓Unlimited proposals
✓No word limit
✓Per-job AI chat, 50 messages
✓Full proposal history
✓Interview guide
✓Project planning doc
✓Claude Sonnet, best model
Upgrade to Pro
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