looking for someone who can fix chatbot(urgent)

$10-30 USD

Completed

Posted 10 days ago

$10-30 USD

Paid on delivery

My production chatbot has suddenly started serving incorrect answers and I need it corrected right away. The core issue is response accuracy: users are sending perfectly valid questions but the bot’s replies are off-topic or flat-out wrong. I’ll give you full access to the current codebase, training data, and logs as soon as you come on board. Your job is to trace the root cause—whether it’s intent mapping, entity extraction, model drift, or a logic misfire—then update the configuration, retrain or patch the model, and verify that the bot once again delivers the right information for each test case. Please outline: • how you normally debug misaligned intents or faulty dialogue flows, • which NLP or testing tools you prefer (Rasa, Dialogflow, LangChain, direct OpenAI API, etc.), • an estimated timeline for the fix given the urgency. Acceptance criteria • Sample test suite returns the expected answers for all provided prompts • No degradation in latency or uptime • All changes documented so I can reproduce the solution If you’re confident you can stabilise the chatbot quickly, let’s get started today.

Chatbot

NLP

AI Chatbot Development

Project ID: 40426962

About the project

6 proposals

Remote project

Active 10 days ago

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Awarded to:

@dholadipak09

Hi there, I’ll jump in right away, review the chatbot codebase, training data, logs, and failed test prompts, then trace why valid user questions are being routed to the wrong intent, entity, or knowledge node. My normal debugging flow is: reproduce the bad answers, compare expected vs actual intent mapping, inspect confidence scores/entity extraction, review recent config/model/training-data changes, check dialogue routing logic, then patch or retrain only the broken part. No “let’s rebuild the whole bot because it sneezed” approach. I’m comfortable working with Rasa, Dialogflow, LangChain, OpenAI API flows, Python/Node chatbot stacks, NLP pipelines, intent testing, and production debugging. After fixing, I’ll run your sample test suite and provide a short report showing what was wrong, what changed, and proof that the answers are accurate again without latency issues. Cost: $30 || Timeline: Same day / immediate start Payment and timeline details can be discussed further to align with your expectations. Best regards, Dipak

$30 USD in 1 day

0.0

(0 reviews)

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6 freelancers are bidding on average $24 USD for this job

@ffulb

Response accuracy tanking in production usually means either your intent classifier is misfiring or something changed in the training data or API config. I've debugged this exact scenario before — I'd start by diffing your logs against a known-good baseline to spot where the model started drifting, then check intent confidence scores and entity extraction. I work with Rasa, Dialogflow, and direct OpenAI API depending on what you're running. Built an AI travel planner with Claude that handles multi-turn dialogue and context switching, so I'm used to tracing why a bot suddenly goes off the rails. If you can share the codebase, logs, and platform credentials I can assess what broke and whether it's a quick config patch or needs a retrain. More at ffulb.com. Can start as soon as you grant access.

$25 USD in 2 days

5.0

(1 review)

2.8

@thongx

❤️❤️❤️ Hello, Best Match Right Here ❤️❤️❤️ ?No Bot? ➤ I’ve read your project and understand you need urgent help to fix your production chatbot's incorrect responses. ✅How I will help: ↪️ Analyze the existing codebase and logs to identify issues in intent mapping, entity extraction, or logic flows. ↪️ Utilize tools like Rasa or the OpenAI API for retraining the model and fine-tuning responses. ↪️ Implement a structured approach to debugging, including unit tests for each identified issue. ↪️ Update the configuration and retrain the model to ensure accurate responses for all user queries. ↪️ Document all changes and provide a test suite to verify functionality and performance. ✅TOOLS & SOFTWARE I USE ✔️ Rasa / Dialogflow / OpenAI API ✔️ Python for model adjustments ✔️ Testing frameworks for validation Regards, Thong

$30 USD in 5 days

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@cedric0410

Hi! I see you are looking for someone to quickly stabilize your production chatbot and address the issue of incorrect answers. I can help you trace the root cause of the inaccuracies and ensure your bot delivers the right responses to users. In a previous project, I worked on a similar chatbot that faced issues with intent mapping and entity extraction. I utilized Rasa for debugging and retraining, carefully analyzing the logs to identify misaligned intents. By updating the configuration and retraining the model, I successfully improved the bot's response accuracy, leading to positive user feedback. I am confident I can stabilize your chatbot efficiently and meet your acceptance criteria. I typically utilize tools like Rasa or the OpenAI API, depending on the specific needs of the project, and I am committed to thorough documentation of all changes made. Let’s chat about how we can get started on this today! Best regards, Cedric

$10 USD in 7 days

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@amit210279

Hi there, You’re in the RIGHT PLACE! I’ve worked on SIMILAR PROJECTS multiple times and understand how to deliver this EFFICIENTLY and CORRECTLY from the start. While I’m NEW to Freelancer.com, I bring 17+ YEARS OF EXPERIENCE from other freelancing platforms, successfully delivering HIGH-QUALITY PROJECTS and REAL RESULTS for clients. To provide an accurate SCOPE, TIMELINE, and COST, I’d like to ask a few KEY QUESTIONS. Due to Freelancer’s character limit, it’s difficult to cover everything here. Let’s connect in CHAT so I can: • Share RELEVANT PAST WORK • Understand your EXACT REQUIREMENTS • Propose a CLEAR and EFFECTIVE ACTION PLAN I’m confident you’ll find my approach PRACTICAL, TRANSPARENT, and RESULTS-DRIVEN. If you're ready to get this done the RIGHT WAY, I’d be happy to get started. Looking forward to CONNECTING with you. Best regards, Amit Ranjan

$20 USD in 7 days

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@extreamcode

Hi there, I understand the urgency of restoring accurate responses in your production chatbot. With 15+ years of full-stack development and specialized AI chatbot work, I’ve led quick turnarounds for misalignment issues, from intent mapping and entity extraction problems to model drift and logic misfires. I’ll start by a targeted audit of your logs, training data, and dialogue flows to identify root causes (intent mapping gaps, entity extraction drift, or faulty decision logic). Then I’ll implement a precise patch: adjust intents/entities, refine training phrases, re-train or patch the model, and validate with a structured test suite that mirrors your real-user prompts. For tooling, I favor a pragmatic mix: Rasa or LangChain for robust intent/slot management and thorough testing, alongside direct OpenAI API calls when needed for validation or fallback paths. I’ll document changes clearly, reproduce the fixes locally, and provide a concise post-fix test suite along with performance checks to ensure latency and uptime remain steady. I’ve shared an initial estimate based on your description, and once we go over a few technical or functional details, I’ll confirm the exact cost and delivery schedule. I propose to start today and aim for a validated fix within 1-2 days, depending on data access and test coverage. What is your current evaluation protocol for testing prompt responses and do you have a few representative failing prompts I can use as a baseline? Additional consid

$30 USD in 3 days